============================= test session starts ==============================
platform darwin -- Python 3.11.0, pytest-7.2.1, pluggy-1.0.0 -- /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/python3.11
cachedir: .pytest_cache
rootdir: /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests
collecting ... collected 87 items

../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestBaseModel::test_setattr_properly_works PASSED [  1%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestBaseModel::test_context_passes_vars_to_parent_model PASSED [  2%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_nest_context_works PASSED [  3%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_named_context PASSED [  4%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_docstring_example1 PASSED [  5%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_docstring_example2 PASSED [  6%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_duplicates_detection PASSED [  8%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_model_root PASSED [  9%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_prefix_add_uses_separator PASSED [ 10%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_nested_named_model_repeated PASSED [ 11%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_nested_named_model PASSED [ 12%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_nested_model_to_netcdf FAILED [ 13%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_bad_name PASSED [ 14%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestObserved::test_observed_rv_fail PASSED [ 16%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestObserved::test_observed_type PASSED [ 17%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_duplicate_vars PASSED [ 18%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_empty_observed PASSED [ 19%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_edge_case XFAIL [ 20%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_extra_not_set PASSED [ 21%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_grad PASSED [ 22%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_invalid_type PASSED [ 24%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_missing_data FAILED [ 25%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_no_extra PASSED [ 26%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_pytensor_switch_broadcast_edge_cases_1 FAILED [ 27%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_pytensor_switch_broadcast_edge_cases_2 FAILED [ 28%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_multiple_observed_rv PASSED [ 29%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_tempered_logp_dlogp FAILED [ 31%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestPickling::test_model_pickle PASSED [ 32%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestPickling::test_model_pickle_deterministic PASSED [ 33%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestPickling::test_model_roundtrip PASSED [ 34%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_value_vars PASSED [ 35%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_var_maps PASSED [ 36%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_make_obs_var PASSED [ 37%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_initial_point FAILED [ 39%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_point_logps FAILED [ 40%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_point_logps_potential PASSED [ 41%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestShapeEvaluation::test_eval_rv_shapes FAILED [ 42%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestCheckStartVals::test_valid_start_point FAILED [ 43%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestCheckStartVals::test_invalid_start_point FAILED [ 44%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestCheckStartVals::test_invalid_variable_name PASSED [ 45%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_set_initval FAILED [ 47%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_datalogp_multiple_shapes FAILED [ 48%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_nested_model_coords PASSED [ 49%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_shapeerror_from_set_data_dimensionality PASSED [ 50%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_shapeerror_from_resize_immutable_dim_from_RV FAILED [ 51%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_shapeerror_from_resize_immutable_dim_from_coords PASSED [ 52%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_valueerror_from_resize_without_coords_update PASSED [ 54%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_coords_and_constantdata_create_immutable_dims PASSED [ 55%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_add_coord_mutable_kwarg PASSED [ 56%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_set_dim PASSED [ 57%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_set_dim_with_coords PASSED [ 58%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_add_named_variable_checks_dim_name FAILED [ 59%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_set_data_indirect_resize PASSED [ 60%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_set_data_warns_on_resize_of_dims_defined_by_other_mutabledata FAILED [ 62%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_set_data_indirect_resize_with_coords PASSED [ 63%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_set_data_constant_shape_error PASSED [ 64%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_deprecation_warning PASSED [ 65%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_logp[True] FAILED [ 66%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_logp[False] FAILED [ 67%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_dlogp[True] FAILED [ 68%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_dlogp[False] FAILED [ 70%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_d2logp[True] FAILED [ 71%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_d2logp[False] FAILED [ 72%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_deterministic PASSED [ 73%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_empty_model_representation PASSED [ 74%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_compile_fn FAILED [ 75%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_pytensor_config PASSED [ 77%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_parent_set_programmatically PASSED [ 78%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestModelContext::test_thread_safety PASSED [ 79%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_mixed_contexts PASSED [ 80%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestProfile::test_profile_model FAILED [ 81%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestProfile::test_profile_variable FAILED [ 82%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestProfile::test_profile_count FAILED [ 83%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_basic[masked] FAILED [ 85%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_basic[pandas] FAILED [ 86%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_with_predictors FAILED [ 87%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_dual_observations FAILED [ 88%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_interval_missing_observations FAILED [ 89%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_logp1 FAILED [ 90%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_logp2 FAILED [ 91%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_multivariate FAILED [ 93%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_vector_parameter FAILED [ 94%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_symmetric PASSED [ 95%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_dims PASSED [ 96%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_error_non_random_variable PASSED [ 97%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestShared::test_deterministic PASSED [ 98%]
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_tag_future_warning_model PASSED [100%]

=================================== FAILURES ===================================
____________________ TestNested.test_nested_model_to_netcdf ____________________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None]], output_storage = [[None], [None]]
storage_map = {scope::var: [None], TensorConstant{-0.5}: [array(-0.5)], TensorConstant{0.9189385332046727}: [array(0.91893853)], sigma > 0: [None], ...}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x10ae87710>
node = Elemwise{neg,no_inplace}(scope::var)
storage_map = {scope::var: [None], TensorConstant{-0.5}: [array(-0.5)], TensorConstant{0.9189385332046727}: [array(0.91893853)], sigma > 0: [None], ...}
compute_map = {scope::var: [True], TensorConstant{-0.5}: [True], TensorConstant{0.9189385332046727}: [True], sigma > 0: [False], ...}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x10ae87710>
node = Elemwise{neg,no_inplace}(scope::var)
storage_map = {scope::var: [None], TensorConstant{-0.5}: [array(-0.5)], TensorConstant{0.9189385332046727}: [array(0.91893853)], sigma > 0: [None], ...}
compute_map = {scope::var: [True], TensorConstant{-0.5}: [True], TensorConstant{0.9189385332046727}: [True], sigma > 0: [False], ...}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11cd15990>
input_storage = [[None]], output_storage = [[None]], storage_map = None
cache = None, kwargs = {}
init_tasks = [(scope::var_grad, 'init', 1), (scope::var, 'init', 3), (Elemwise{neg,no_inplace}(scope::var), 'init', 6)]
tasks = [(scope::var_grad, 'get', 2), (scope::var, 'get', 4), (Elemwise{neg,no_inplace}(scope::var), 'code', 5)]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11cd15990>
input_storage = ([None],), output_storage = ([None],), storage_map = None
cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11cd15990>
error_storage = [None, None, None], in_storage = ([None],)
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((14, (4,), (13, '1.24.2'), (13, '1.24.2'), ('openmp', False)), ('scalar_op', 'inplace_pattern'), (11, 13, '1.24.2'),...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x11cd15990>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11cd15990>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpjuy18wd3'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm4f4f2d49e31668807bf245a3d46abd3c28a3cc9d60f45d028b682d3dd0edfa47'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...28b682d3dd0edfa47(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpjuy18wd3'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpjuy18wd3/m4f4f2d49e31668807bf245a3d46abd3c28a3cc9d60f45d028b682d3dd0edfa47.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpjuy18wd3/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpjuy18wd3/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

self = <pymc.tests.test_model.TestNested object at 0x11c6aa610>
tmp_path = PosixPath('/private/var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytest-of-rodrigo/pytest-6/test_nested_model_to_netcdf0')

    def test_nested_model_to_netcdf(self, tmp_path):
        with pm.Model("scope") as model:
            b = pm.Normal("var")
>           trace = pm.sample(100, tune=0)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:191: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/sampling/mcmc.py:447: in sample
    step = assign_step_methods(model, step, methods=pm.STEP_METHODS, step_kwargs=kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/sampling/mcmc.py:189: in assign_step_methods
    return instantiate_steppers(model, steps, selected_steps, step_kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/sampling/mcmc.py:107: in instantiate_steppers
    step = step_class(vars=vars, model=model, **args)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/step_methods/hmc/nuts.py:182: in __init__
    super().__init__(vars, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/step_methods/hmc/base_hmc.py:109: in __init__
    super().__init__(vars, blocked=blocked, model=self._model, dtype=dtype, **pytensor_kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/step_methods/arraystep.py:263: in __init__
    func = model.logp_dlogp_function(vars, dtype=dtype, **pytensor_kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:648: in logp_dlogp_function
    return ValueGradFunction(costs, grad_vars, extra_vars_and_values, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:389: in __init__
    self._pytensor_function = compile_pymc(inputs, outputs, givens=givens, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm4f4f2d49e31668807bf245a3d46abd3c28a3cc9d60f45d028b682d3dd0edfa47'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...28b682d3dd0edfa47(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpjuy18wd3'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpjuy18wd3/m4f4f2d49e31668807bf245a3d46abd3c28a3cc9d60f45d028b682d3dd0edfa47.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpjuy18wd3/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpjuy18wd3/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Elemwise{neg,no_inplace}(scope::var)
E               Toposort index: 1
E               Inputs types: [TensorType(float64, ())]
E               
E               Debug print of the apply node: 
E               Elemwise{neg,no_inplace} [id A] <TensorType(float64, ())> 'scope::var_grad'
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_pqs6srlj
----------------------------- Captured stderr call -----------------------------
Only 100 samples in chain.
------------------------------ Captured log call -------------------------------
WARNING  pymc:mcmc.py:433 Only 100 samples in chain.
___________________ TestValueGradFunction.test_missing_data ____________________

self = <pymc.tests.test_model.TestValueGradFunction testMethod=test_missing_data>

    def test_missing_data(self):
        # Originally from a case described in #3122
        X = np.random.binomial(1, 0.5, 10)
        X[0] = -1  # masked a single value
        X = np.ma.masked_values(X, value=-1)
        with pm.Model() as m:
            x1 = pm.Uniform("x1", 0.0, 1.0)
            with pytest.warns(ImputationWarning):
                x2 = pm.Bernoulli("x2", x1, observed=X)
    
>       gf = m.logp_dlogp_function()

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:354: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:642: in logp_dlogp_function
    ip = self.initial_point(0)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1126: in initial_point
    fn = make_initial_point_fn(model=self, return_transformed=True)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/initial_point.py:152: in make_initial_point_fn
    func = compile_pymc(inputs=[], outputs=initial_values, mode=pytensor.compile.mode.FAST_COMPILE)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...b5eeba4417249f66e(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_bt83rjd9
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{true_div,no_inplace}(TensorConstant{1.0}, TensorConstant{2.0})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11f491c10>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{true_div,no_inplace}(TensorConstant{1.0}, TensorConstant{2.0})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11f491c10>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpcdxec70y/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
______ TestValueGradFunction.test_pytensor_switch_broadcast_edge_cases_1 _______

self = <pymc.tests.test_model.TestValueGradFunction testMethod=test_pytensor_switch_broadcast_edge_cases_1>

    def test_pytensor_switch_broadcast_edge_cases_1(self):
        # Tests against two subtle issues related to a previous bug in Theano
        # where `tt.switch` would not always broadcast tensors with single
        # values https://github.com/pymc-devs/pytensor/issues/270
    
        # Known issue 1: https://github.com/pymc-devs/pymc/issues/4389
        data = pm.floatX(np.zeros(10))
        with pm.Model() as m:
            p = pm.Beta("p", 1, 1)
            obs = pm.Bernoulli("obs", p=p, observed=data)
    
        npt.assert_allclose(
>           m.compile_logp(obs)({"p_logodds__": pm.floatX(np.array(0.0))}),
            np.log(0.5) * 10,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:379: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:669: in compile_logp
    return self.model.compile_fn(self.logp(vars=vars, jacobian=jacobian, sum=sum))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm168bf60bc6628021e0818d70b4267a480808b79c2a53357e7ec450620bfccbfb'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...e7ec450620bfccbfb(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/m168bf60bc6628021e0818d70b4267a480808b79c2a53357e7ec450620bfccbfb.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_x2xl8l0a
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{gt,no_inplace}(obs{(10,) of 0}, TensorConstant{(1,) of 1})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/m168bf60bc6628021e0818d70b4267a480808b79c2a53357e7ec450620bfccbfb.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11c90cbd0>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/m168bf60bc6628021e0818d70b4267a480808b79c2a53357e7ec450620bfccbfb.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{gt,no_inplace}(obs{(10,) of 0}, TensorConstant{(1,) of 1})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/m168bf60bc6628021e0818d70b4267a480808b79c2a53357e7ec450620bfccbfb.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11c90cbd0>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/m168bf60bc6628021e0818d70b4267a480808b79c2a53357e7ec450620bfccbfb.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmprv3vjats/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
______ TestValueGradFunction.test_pytensor_switch_broadcast_edge_cases_2 _______

self = <pymc.tests.test_model.TestValueGradFunction testMethod=test_pytensor_switch_broadcast_edge_cases_2>

    def test_pytensor_switch_broadcast_edge_cases_2(self):
        # Known issue 2: https://github.com/pymc-devs/pymc/issues/4417
        # fmt: off
        data = np.array([
            1.35202174, -0.83690274, 1.11175166, 1.29000367, 0.21282749,
            0.84430966, 0.24841369, 0.81803141, 0.20550244, -0.45016253,
        ])
        # fmt: on
        with pm.Model() as m:
            mu = pm.Normal("mu", 0, 5)
            obs = pm.TruncatedNormal("obs", mu=mu, sigma=1, lower=-1, upper=2, observed=data)
    
>       npt.assert_allclose(m.compile_dlogp(mu)({"mu": 0}), 2.499424682024436, rtol=1e-5)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:395: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:686: in compile_dlogp
    return self.model.compile_fn(self.dlogp(vars=vars, jacobian=jacobian))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm05a414745f299c5a13327d81b12f0708a505616f6ae5a15bbf02f0e91fa7cba7'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...bbf02f0e91fa7cba7(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/m05a414745f299c5a13327d81b12f0708a505616f6ae5a15bbf02f0e91fa7cba7.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_dmklvw63
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{sqrt,no_inplace}(TensorConstant{2.0})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/m05a414745f299c5a13327d81b12f0708a505616f6ae5a15bbf02f0e91fa7cba7.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x1286204d0>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/m05a414745f299c5a13327d81b12f0708a505616f6ae5a15bbf02f0e91fa7cba7.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{sqrt,no_inplace}(TensorConstant{2.0})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/m05a414745f299c5a13327d81b12f0708a505616f6ae5a15bbf02f0e91fa7cba7.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x1286204d0>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/m05a414745f299c5a13327d81b12f0708a505616f6ae5a15bbf02f0e91fa7cba7.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpv3kcpu2v/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
___________________________ test_tempered_logp_dlogp ___________________________

    def test_tempered_logp_dlogp():
        with pm.Model() as model:
            pm.Normal("x")
            pm.Normal("y", observed=1)
            pm.Potential("z", at.constant(-1.0, dtype=pytensor.config.floatX))
    
>       func = model.logp_dlogp_function()

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:419: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:648: in logp_dlogp_function
    return ValueGradFunction(costs, grad_vars, extra_vars_and_values, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:389: in __init__
    self._pytensor_function = compile_pymc(inputs, outputs, givens=givens, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'mcfa61cee6cf5306855b409608568ce9217c69a1b97d3994a76f65641f5093a5c'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...a76f65641f5093a5c(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mcfa61cee6cf5306855b409608568ce9217c69a1b97d3994a76f65641f5093a5c.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_p8i1x4se
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{switch,no_inplace}(TensorConstant{True}, TensorConstant{-1.4189385332046727}, TensorConstant{-inf})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mcfa61cee6cf5306855b409608568ce9217c69a1b97d3994a76f65641f5093a5c.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d35d450>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mcfa61cee6cf5306855b409608568ce9217c69a1b97d3994a76f65641f5093a5c.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{switch,no_inplace}(TensorConstant{True}, TensorConstant{-1.4189385332046727}, TensorConstant{-inf})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mcfa61cee6cf5306855b409608568ce9217c69a1b97d3994a76f65641f5093a5c.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d35d450>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mcfa61cee6cf5306855b409608568ce9217c69a1b97d3994a76f65641f5093a5c.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpusiconat/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
______________________________ test_initial_point ______________________________

    def test_initial_point():
    
        with pm.Model() as model:
            a = pm.Uniform("a")
            x = pm.Normal("x", a)
    
        b_initval = np.array(0.3, dtype=pytensor.config.floatX)
    
        with pytest.warns(FutureWarning), model:
            b = pm.Uniform("b", testval=b_initval)
    
        b_initval_trans = model.rvs_to_transforms[b].forward(b_initval, *b.owner.inputs).eval()
    
        y_initval = np.array(-2.4, dtype=pytensor.config.floatX)
    
        with model:
            y = pm.Normal("y", initval=y_initval)
    
        assert a in model.rvs_to_initial_values
        assert x in model.rvs_to_initial_values
        assert model.rvs_to_initial_values[b] == b_initval
>       assert model.initial_point(0)["b_interval__"] == b_initval_trans

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:592: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1126: in initial_point
    fn = make_initial_point_fn(model=self, return_transformed=True)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/initial_point.py:152: in make_initial_point_fn
    func = compile_pymc(inputs=[], outputs=initial_values, mode=pytensor.compile.mode.FAST_COMPILE)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...b5eeba4417249f66e(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_s3p9l8o3
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{true_div,no_inplace}(TensorConstant{1.0}, TensorConstant{2.0})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d157fd0>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{true_div,no_inplace}(TensorConstant{1.0}, TensorConstant{2.0})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d157fd0>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpibm5js53/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
_______________________________ test_point_logps _______________________________

    def test_point_logps():
    
        with pm.Model() as model:
            a = pm.Uniform("a")
            pm.Normal("x", a)
    
>       logp_vals = model.point_logps()

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:602: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1791: in point_logps
    point = self.initial_point()
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1126: in initial_point
    fn = make_initial_point_fn(model=self, return_transformed=True)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/initial_point.py:152: in make_initial_point_fn
    func = compile_pymc(inputs=[], outputs=initial_values, mode=pytensor.compile.mode.FAST_COMPILE)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...b5eeba4417249f66e(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_77sdmkp7
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{true_div,no_inplace}(TensorConstant{1.0}, TensorConstant{2.0})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x1284f7990>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{true_div,no_inplace}(TensorConstant{1.0}, TensorConstant{2.0})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x1284f7990>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/m8f85176398ebb8e926e8317be73a52df2032a95928b0583b5eeba4417249f66e.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp0n9finuw/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
___________________ TestShapeEvaluation.test_eval_rv_shapes ____________________

self = <pymc.tests.test_model.TestShapeEvaluation object at 0x11c6b7490>

    def test_eval_rv_shapes(self):
        with pm.Model(
            coords={
                "city": ["Sydney", "Las Vegas", "Düsseldorf"],
            }
        ) as pmodel:
            pm.MutableData("budget", [1, 2, 3, 4], dims="year")
            pm.Normal("untransformed", size=(1, 2))
            pm.Uniform("transformed", size=(7,))
            obs = pm.Uniform("observed", size=(3,), observed=[0.1, 0.2, 0.3])
>           pm.LogNormal("lognorm", mu=at.log(obs))

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:628: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/distribution.py:308: in __new__
    rv_out = cls.dist(*args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/continuous.py:1615: in dist
    return super().dist([mu, sigma], *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/distribution.py:387: in dist
    rv_out = cls.rv_op(*dist_params, size=create_size, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/basic.py:413: in __call__
    return super().__call__(mean, sigma, size=size, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/op.py:290: in __call__
    res = super().__call__(rng, size, dtype, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:296: in __call__
    node = self.make_node(*inputs, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/op.py:336: in make_node
    _, static_shape = infer_static_shape(shape)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:1380: in infer_static_shape
    folded_shape = rewrite_graph(shape_fg, custom_rewrite=topo_constant_folding).outputs
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/utils.py:63: in rewrite_graph
    _ = query_rewrites.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...17ee536ea5a07c465(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_zyd3r6k9
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: TensorFromScalar(ScalarConstant{3})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11cd2b710>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: TensorFromScalar(ScalarConstant{3})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11cd2b710>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplytffo88/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
__________________ TestCheckStartVals.test_valid_start_point ___________________

self = <pymc.tests.test_model.TestCheckStartVals object at 0x11c6aab10>

    def test_valid_start_point(self):
        with pm.Model() as model:
            a = pm.Uniform("a", lower=0.0, upper=1.0)
            b = pm.Uniform("b", lower=2.0, upper=3.0)
    
        start = {
            "a_interval__": model.rvs_to_transforms[a].forward(0.3, *a.owner.inputs).eval(),
            "b_interval__": model.rvs_to_transforms[b].forward(2.1, *b.owner.inputs).eval(),
        }
>       model.check_start_vals(start)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:652: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1765: in check_start_vals
    initial_eval = self.point_logps(point=elem)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1799: in point_logps
    self.compile_fn(factor_logps_fn)(point),
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...ccd8cc36883bed200(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/m5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_m2jqzteg
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{le,no_inplace}(TensorConstant{0.0}, TensorConstant{1.0})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/m5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d322390>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/m5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{le,no_inplace}(TensorConstant{0.0}, TensorConstant{1.0})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/m5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d322390>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/m5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_kimj04m/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
_________________ TestCheckStartVals.test_invalid_start_point __________________

self = <pymc.tests.test_model.TestCheckStartVals object at 0x11c6a88d0>

    def test_invalid_start_point(self):
        with pm.Model() as model:
            a = pm.Uniform("a", lower=0.0, upper=1.0)
            b = pm.Uniform("b", lower=2.0, upper=3.0)
    
        start = {
            "a_interval__": np.nan,
            "b_interval__": model.rvs_to_transforms[b].forward(2.1, *b.owner.inputs).eval(),
        }
        with pytest.raises(pm.exceptions.SamplingError):
>           model.check_start_vals(start)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:664: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1765: in check_start_vals
    initial_eval = self.point_logps(point=elem)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1799: in point_logps
    self.compile_fn(factor_logps_fn)(point),
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...ccd8cc36883bed200(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/m5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_9bse4q30
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{le,no_inplace}(TensorConstant{0.0}, TensorConstant{1.0})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/m5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d326090>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/m5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{le,no_inplace}(TensorConstant{0.0}, TensorConstant{1.0})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/m5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d326090>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/m5d2a82a3155ad56ce7f021d075d4b52b361cf3eca9d12eeccd8cc36883bed200.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp4b7c8mpo/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
_______________________________ test_set_initval _______________________________

    def test_set_initval():
        # Make sure the dependencies between variables are maintained when
        # generating initial values
        rng = np.random.RandomState(392)
    
        with pm.Model() as model:
            eta = pm.Uniform("eta", 1.0, 2.0, size=(1, 1))
>           mu = pm.Normal("mu", sigma=eta, initval=[[100]])

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:687: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/distribution.py:308: in __new__
    rv_out = cls.dist(*args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/continuous.py:512: in dist
    return super().dist([mu, sigma], **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/distribution.py:387: in dist
    rv_out = cls.rv_op(*dist_params, size=create_size, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/basic.py:268: in __call__
    return super().__call__(loc, scale, size=size, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/op.py:290: in __call__
    res = super().__call__(rng, size, dtype, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:296: in __call__
    node = self.make_node(*inputs, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/op.py:336: in make_node
    _, static_shape = infer_static_shape(shape)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:1380: in infer_static_shape
    folded_shape = rewrite_graph(shape_fg, custom_rewrite=topo_constant_folding).outputs
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/utils.py:63: in rewrite_graph
    _ = query_rewrites.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...17ee536ea5a07c465(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_kc9owlyy
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: TensorFromScalar(ScalarConstant{1})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x1285831d0>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: TensorFromScalar(ScalarConstant{1})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x1285831d0>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpggoec0bo/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
________________________ test_datalogp_multiple_shapes _________________________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None]], output_storage = [[None]]
storage_map = {x: [None], TensorConstant{1}: [array(1, dtype=int8)], TensorConstant{3}: [array(3, dtype=int8)], z2: [None], ...}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.basic.Alloc object at 0x10ae5d690>
node = Alloc(x, TensorConstant{1}, TensorConstant{3})
storage_map = {x: [None], TensorConstant{1}: [array(1, dtype=int8)], TensorConstant{3}: [array(3, dtype=int8)], z2: [None], ...}
compute_map = {x: [True], TensorConstant{1}: [True], TensorConstant{3}: [True], z2: [False], ...}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.basic.Alloc object at 0x10ae5d690>
node = Alloc(x, TensorConstant{1}, TensorConstant{3})
storage_map = {x: [None], TensorConstant{1}: [array(1, dtype=int8)], TensorConstant{3}: [array(3, dtype=int8)], z2: [None], ...}
compute_map = {x: [True], TensorConstant{1}: [True], TensorConstant{3}: [True], z2: [False], ...}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11d28c3d0>
input_storage = [[None], [array(1, dtype=int8)], [array(3, dtype=int8)]]
output_storage = [[None]], storage_map = None, cache = None, kwargs = {}
init_tasks = [(z2, 'init', 1), (TensorConstant{3}, 'init', 3), (TensorConstant{1}, 'init', 5), (x, 'init', 7), (Alloc(x, TensorConstant{1}, TensorConstant{3}), 'init', 10)]
tasks = [(z2, 'get', 2), (TensorConstant{3}, 'get', 4), (TensorConstant{1}, 'get', 6), (x, 'get', 8), (Alloc(x, TensorConstant{1}, TensorConstant{3}), 'code', 9)]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11d28c3d0>
input_storage = ([None], [array(1, dtype=int8)], [array(3, dtype=int8)])
output_storage = ([None],), storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11d28c3d0>
error_storage = [None, None, None]
in_storage = ([None], [array(1, dtype=int8)], [array(3, dtype=int8)])
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((2,), (11, 13, '1.24.2'), (11, 13, '1.24.2'), (11, 13, '1.24.2'), (11, 13, '1.24.2')), ('CLinker.cmodule_key', ('-DN...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x11d28c3d0>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11d28c3d0>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpkaq04d37'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'mfeea6957a97f4b1dd5a64c7a247b1be640ae267c9356fdf5755b0a37387ba446'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...5755b0a37387ba446(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpkaq04d37'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpkaq04d37/mfeea6957a97f4b1dd5a64c7a247b1be640ae267c9356fdf5755b0a37387ba446.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpkaq04d37/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpkaq04d37/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

    def test_datalogp_multiple_shapes():
        with pm.Model() as m:
            x = pm.Normal("x", 0, 1)
            z1 = pm.Potential("z1", x)
            z2 = pm.Potential("z2", at.full((1, 3), x))
            y1 = pm.Normal("y1", x, 1, observed=np.array([1]))
            y2 = pm.Normal("y2", x, 1, observed=np.array([1, 2]))
            y3 = pm.Normal("y3", x, 1, observed=np.array([1, 2, 3]))
    
        # This would raise a TypeError, see #4803 and #4804
        x_val = m.rvs_to_values[x]
>       m.datalogp.eval({x_val: 0})

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:715: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/basic.py:605: in eval
    self._fn_cache[inputs] = function(inputs, self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'mfeea6957a97f4b1dd5a64c7a247b1be640ae267c9356fdf5755b0a37387ba446'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...5755b0a37387ba446(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpkaq04d37'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpkaq04d37/mfeea6957a97f4b1dd5a64c7a247b1be640ae267c9356fdf5755b0a37387ba446.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpkaq04d37/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpkaq04d37/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Alloc(x, TensorConstant{1}, TensorConstant{3})
E               Toposort index: 0
E               Inputs types: [TensorType(float64, ()), TensorType(int8, ()), TensorType(int8, ())]
E               
E               Debug print of the apply node: 
E               Alloc [id A] <TensorType(float64, (1, 3))> 'z2'
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_ia7p6x8q
______________ test_shapeerror_from_resize_immutable_dim_from_RV _______________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[array([[1, 2, 3]], dtype=int32)]]
output_storage = [[None]]
storage_map = {m: [array([[1, 2, 3]], dtype=int32)], Shape_i{0}.0: [None]}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.shape.Shape_i object at 0x1285f2fd0>
node = Shape_i{0}(m)
storage_map = {m: [array([[1, 2, 3]], dtype=int32)], Shape_i{0}.0: [None]}
compute_map = {m: [True], Shape_i{0}.0: [False]}, no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.shape.Shape_i object at 0x1285f2fd0>
node = Shape_i{0}(m)
storage_map = {m: [array([[1, 2, 3]], dtype=int32)], Shape_i{0}.0: [None]}
compute_map = {m: [True], Shape_i{0}.0: [False]}, no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286ac550>
input_storage = [[array([[1, 2, 3]], dtype=int32)]], output_storage = [[None]]
storage_map = None, cache = None, kwargs = {}
init_tasks = [(Shape_i{0}.0, 'init', 1), (m, 'init', 3), (Constant{Params(i:int64:0)}, 'init', 5), (Shape_i{0}(m), 'init', 8)]
tasks = [(Shape_i{0}.0, 'get', 2), (m, 'get', 4), (Constant{Params(i:int64:0)}, 'get', 6), (Shape_i{0}(m), 'code', 7)]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286ac550>
input_storage = ([array([[1, 2, 3]], dtype=int32)],), output_storage = ([None],)
storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286ac550>
error_storage = [None, None, None]
in_storage = ([array([[1, 2, 3]], dtype=int32)],), out_storage = ([None],)
storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((("<class 'pytensor.tensor.type.TensorType'>", 3), 2), ('i',), (11, 13, '1.24.2'), (11, 13, '1.24.2')), ('CLinker.cm...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x1286ac550>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286ac550>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpp2th1nx8'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm74aebc28a01211b736e5f4c20f0c37fc56822ab1cbc6268b0b18105b62d71417'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...b0b18105b62d71417(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpp2th1nx8'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpp2th1nx8/m74aebc28a01211b736e5f4c20f0c37fc56822ab1cbc6268b0b18105b62d71417.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpp2th1nx8/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpp2th1nx8/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

    def test_shapeerror_from_resize_immutable_dim_from_RV():
        """
        Trying to resize an immutable dimension should raise a ShapeError.
        Even if the variable being updated is a SharedVariable and has other
        dimensions that are mutable.
        """
        with pm.Model(coords={"fixed": range(3)}) as pmodel:
            pm.Normal("a", mu=[1, 2, 3], dims="fixed")
            assert isinstance(pmodel.dim_lengths["fixed"], TensorVariable)
    
            pm.MutableData("m", [[1, 2, 3]], dims=("one", "fixed"))
    
            # This is fine because the "fixed" dim is not resized
>           pmodel.set_data("m", [[1, 2, 3], [3, 4, 5]])

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:752: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1192: in set_data
    old_length = length_tensor.eval()
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/basic.py:605: in eval
    self._fn_cache[inputs] = function(inputs, self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm74aebc28a01211b736e5f4c20f0c37fc56822ab1cbc6268b0b18105b62d71417'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...b0b18105b62d71417(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpp2th1nx8'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpp2th1nx8/m74aebc28a01211b736e5f4c20f0c37fc56822ab1cbc6268b0b18105b62d71417.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpp2th1nx8/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpp2th1nx8/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Shape_i{0}(m)
E               Toposort index: 0
E               Inputs types: [TensorType(int32, (?, ?))]
E               
E               Debug print of the apply node: 
E               Shape_i{0} [id A] <TensorType(int64, ())>
E                |m [id B] <TensorType(int32, (?, ?))>
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_wgqocxq_
___________________ test_add_named_variable_checks_dim_name ____________________

    def test_add_named_variable_checks_dim_name():
        with pm.Model() as pmodel:
>           rv = pm.Normal.dist(mu=[1, 2])

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:849: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/continuous.py:512: in dist
    return super().dist([mu, sigma], **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/distribution.py:387: in dist
    rv_out = cls.rv_op(*dist_params, size=create_size, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/basic.py:268: in __call__
    return super().__call__(loc, scale, size=size, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/op.py:290: in __call__
    res = super().__call__(rng, size, dtype, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:296: in __call__
    node = self.make_node(*inputs, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/op.py:336: in make_node
    _, static_shape = infer_static_shape(shape)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:1380: in infer_static_shape
    folded_shape = rewrite_graph(shape_fg, custom_rewrite=topo_constant_folding).outputs
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/utils.py:63: in rewrite_graph
    _ = query_rewrites.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...17ee536ea5a07c465(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_p93ir8af
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: TensorFromScalar(ScalarConstant{2})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x1285a1190>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: TensorFromScalar(ScalarConstant{2})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x1285a1190>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/m807c09c22e039a8cc4fcca7dc7ce22f92104c1316dc087f17ee536ea5a07c465.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp229tydr7/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
______ test_set_data_warns_on_resize_of_dims_defined_by_other_mutabledata ______

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[array([1, 2], dtype=int32)]]
output_storage = [[None]]
storage_map = {m1: [array([1, 2], dtype=int32)], Shape_i{0}.0: [None]}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.shape.Shape_i object at 0x1281f04d0>
node = Shape_i{0}(m1)
storage_map = {m1: [array([1, 2], dtype=int32)], Shape_i{0}.0: [None]}
compute_map = {m1: [True], Shape_i{0}.0: [False]}, no_recycling = []
impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.shape.Shape_i object at 0x1281f04d0>
node = Shape_i{0}(m1)
storage_map = {m1: [array([1, 2], dtype=int32)], Shape_i{0}.0: [None]}
compute_map = {m1: [True], Shape_i{0}.0: [False]}, no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11d325090>
input_storage = [[array([1, 2], dtype=int32)]], output_storage = [[None]]
storage_map = None, cache = None, kwargs = {}
init_tasks = [(Shape_i{0}.0, 'init', 1), (m1, 'init', 3), (Constant{Params(i:int64:0)}, 'init', 5), (Shape_i{0}(m1), 'init', 8)]
tasks = [(Shape_i{0}.0, 'get', 2), (m1, 'get', 4), (Constant{Params(i:int64:0)}, 'get', 6), (Shape_i{0}(m1), 'code', 7)]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11d325090>
input_storage = ([array([1, 2], dtype=int32)],), output_storage = ([None],)
storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11d325090>
error_storage = [None, None, None], in_storage = ([array([1, 2], dtype=int32)],)
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((("<class 'pytensor.tensor.type.TensorType'>", 3), 2), ('i',), (11, 13, '1.24.2'), (11, 13, '1.24.2')), ('CLinker.cm...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x11d325090>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11d325090>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpt_xbanhb'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm74aebc28a01211b736e5f4c20f0c37fc56822ab1cbc6268b0b18105b62d71417'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...b0b18105b62d71417(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpt_xbanhb'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpt_xbanhb/m74aebc28a01211b736e5f4c20f0c37fc56822ab1cbc6268b0b18105b62d71417.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpt_xbanhb/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpt_xbanhb/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

    def test_set_data_warns_on_resize_of_dims_defined_by_other_mutabledata():
        with pm.Model() as pmodel:
            pm.MutableData("m1", [1, 2], dims="mutable")
            pm.MutableData("m2", [3, 4], dims="mutable")
    
            # Resizing the non-defining variable first gives a warning
            with pytest.warns(ShapeWarning, match="by another variable"):
>               pmodel.set_data("m2", [4, 5, 6])

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:896: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1192: in set_data
    old_length = length_tensor.eval()
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/basic.py:605: in eval
    self._fn_cache[inputs] = function(inputs, self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm74aebc28a01211b736e5f4c20f0c37fc56822ab1cbc6268b0b18105b62d71417'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...b0b18105b62d71417(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpt_xbanhb'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpt_xbanhb/m74aebc28a01211b736e5f4c20f0c37fc56822ab1cbc6268b0b18105b62d71417.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpt_xbanhb/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpt_xbanhb/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Shape_i{0}(m1)
E               Toposort index: 0
E               Inputs types: [TensorType(int32, (?,))]
E               
E               Debug print of the apply node: 
E               Shape_i{0} [id A] <TensorType(int64, ())>
E                |m1 [id B] <TensorType(int32, (?,))>
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_4fr9qmg0
____________________________ test_model_logp[True] _____________________________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None], [None]]
output_storage = [[None], [None]]
storage_map = {y_log__: [None], x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 0...5332046727}: [array([0.91893853])], ...}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x12945d5d0>
node = Elemwise{Composite{(Switch(GT(exp(i0), i1), (((i2 * sqr(i0)) - i3) - i0), i4) + i0)}}(y_log__, TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 0...5332046727}, TensorConstant{(1,) of -inf})
storage_map = {y_log__: [None], x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 0...5332046727}: [array([0.91893853])], ...}
compute_map = {y_log__: [True], x: [True], TensorConstant{(1,) of -0.5}: [True], TensorConstant{(1,) of 0...5332046727}: [True], ...}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x12945d5d0>
node = Elemwise{Composite{(Switch(GT(exp(i0), i1), (((i2 * sqr(i0)) - i3) - i0), i4) + i0)}}(y_log__, TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 0...5332046727}, TensorConstant{(1,) of -inf})
storage_map = {y_log__: [None], x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 0...5332046727}: [array([0.91893853])], ...}
compute_map = {y_log__: [True], x: [True], TensorConstant{(1,) of -0.5}: [True], TensorConstant{(1,) of 0...5332046727}: [True], ...}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1285810d0>
input_storage = [[None], [array([0.], dtype=float32)], [array([-0.5])], [array([0.91893853])], [array([-inf], dtype=float32)]]
output_storage = [[None]], storage_map = None, cache = None, kwargs = {}
init_tasks = [(y_log___logprob, 'init', 1), (TensorConstant{(1,) of -inf}, 'init', 3), (TensorConstant{(1,) of 0...5332046727}, 'init', 5), (TensorConstant{(1,) of -0.5}, 'init', 7), (TensorConstant{(1,) of 0.0}, 'init', 9), (y_log__, 'init', 11), ...]
tasks = [(y_log___logprob, 'get', 2), (TensorConstant{(1,) of -inf}, 'get', 4), (TensorConstant{(1,) of 0...5332046727}, 'get', 6), (TensorConstant{(1,) of -0.5}, 'get', 8), (TensorConstant{(1,) of 0.0}, 'get', 10), (y_log__, 'get', 12), ...]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1285810d0>
input_storage = ([None], [array([0.], dtype=float32)], [array([-0.5])], [array([0.91893853])], [array([-inf], dtype=float32)])
output_storage = ([None],), storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1285810d0>
error_storage = [None, None, None]
in_storage = ([None], [array([0.], dtype=float32)], [array([-0.5])], [array([0.91893853])], [array([-inf], dtype=float32)])
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((14, (3, (4,), (4,), (4,), (4,), (4,), ...), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), ...), (...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x1285810d0>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1285810d0>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp3cbxtc7q'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'mdea982f2d5e93ea58d3781c86d8b36ce10fc8e125072a6c664321ad721406ef5'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...664321ad721406ef5(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp3cbxtc7q'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp3cbxtc7q/mdea982f2d5e93ea58d3781c86d8b36ce10fc8e125072a6c664321ad721406ef5.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp3cbxtc7q/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp3cbxtc7q/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

jacobian = True

    @pytest.mark.parametrize("jacobian", [True, False])
    def test_model_logp(jacobian):
        with pm.Model() as m:
            x = pm.Normal("x", 0, 1, size=2)
            y = pm.LogNormal("y", 0, 1, size=2)
    
        test_vals = np.array([0.0, 1.0])
    
        expected_x_logp = st.norm().logpdf(test_vals)
        expected_y_logp = expected_x_logp.copy()
        if not jacobian:
            expected_y_logp -= np.array([0.0, 1.0])
    
>       x_logp, y_logp = m.compile_logp(sum=False, jacobian=jacobian)(
            {"x": test_vals, "y_log__": test_vals}
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:968: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:669: in compile_logp
    return self.model.compile_fn(self.logp(vars=vars, jacobian=jacobian, sum=sum))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'mdea982f2d5e93ea58d3781c86d8b36ce10fc8e125072a6c664321ad721406ef5'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...664321ad721406ef5(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp3cbxtc7q'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp3cbxtc7q/mdea982f2d5e93ea58d3781c86d8b36ce10fc8e125072a6c664321ad721406ef5.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp3cbxtc7q/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp3cbxtc7q/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Elemwise{Composite{(Switch(GT(exp(i0), i1), (((i2 * sqr(i0)) - i3) - i0), i4) + i0)}}(y_log__, TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 0...5332046727}, TensorConstant{(1,) of -inf})
E               Toposort index: 1
E               Inputs types: [TensorType(float64, (2,)), TensorType(float32, (1,)), TensorType(float64, (1,)), TensorType(float64, (1,)), TensorType(float32, (1,))]
E               
E               Debug print of the apply node: 
E               Elemwise{Composite{(Switch(GT(exp(i0), i1), (((i2 * sqr(i0)) - i3) - i0), i4) + i0)}} [id A] <TensorType(float64, (2,))> 'y_log___logprob'
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_egeukovi
____________________________ test_model_logp[False] ____________________________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None], [None]]
output_storage = [[None], [None]]
storage_map = {y_log__: [None], x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 0...5332046727}: [array([0.91893853])], ...}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x12866bc90>
node = Elemwise{Composite{Switch(GT(exp(i0), i1), (((i2 * sqr(i0)) - i3) - i0), i4)}}(y_log__, TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 0...5332046727}, TensorConstant{(1,) of -inf})
storage_map = {y_log__: [None], x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 0...5332046727}: [array([0.91893853])], ...}
compute_map = {y_log__: [True], x: [True], TensorConstant{(1,) of -0.5}: [True], TensorConstant{(1,) of 0...5332046727}: [True], ...}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x12866bc90>
node = Elemwise{Composite{Switch(GT(exp(i0), i1), (((i2 * sqr(i0)) - i3) - i0), i4)}}(y_log__, TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 0...5332046727}, TensorConstant{(1,) of -inf})
storage_map = {y_log__: [None], x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 0...5332046727}: [array([0.91893853])], ...}
compute_map = {y_log__: [True], x: [True], TensorConstant{(1,) of -0.5}: [True], TensorConstant{(1,) of 0...5332046727}: [True], ...}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11c9d7cd0>
input_storage = [[None], [array([0.], dtype=float32)], [array([-0.5])], [array([0.91893853])], [array([-inf], dtype=float32)]]
output_storage = [[None]], storage_map = None, cache = None, kwargs = {}
init_tasks = [(sigma > 0, 'init', 1), (TensorConstant{(1,) of -inf}, 'init', 3), (TensorConstant{(1,) of 0...5332046727}, 'init', 5), (TensorConstant{(1,) of -0.5}, 'init', 7), (TensorConstant{(1,) of 0.0}, 'init', 9), (y_log__, 'init', 11), ...]
tasks = [(sigma > 0, 'get', 2), (TensorConstant{(1,) of -inf}, 'get', 4), (TensorConstant{(1,) of 0...5332046727}, 'get', 6), (TensorConstant{(1,) of -0.5}, 'get', 8), (TensorConstant{(1,) of 0.0}, 'get', 10), (y_log__, 'get', 12), ...]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11c9d7cd0>
input_storage = ([None], [array([0.], dtype=float32)], [array([-0.5])], [array([0.91893853])], [array([-inf], dtype=float32)])
output_storage = ([None],), storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11c9d7cd0>
error_storage = [None, None, None]
in_storage = ([None], [array([0.], dtype=float32)], [array([-0.5])], [array([0.91893853])], [array([-inf], dtype=float32)])
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((14, (3, (4,), (4,), (4,), (4,), (4,), ...), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), ...), (...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x11c9d7cd0>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11c9d7cd0>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpk7w1d8xg'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'md26e44acb1646c077027143a63fc90ed346b1314bc7d82d71cbcd51a905e24ed'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...71cbcd51a905e24ed(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpk7w1d8xg'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpk7w1d8xg/md26e44acb1646c077027143a63fc90ed346b1314bc7d82d71cbcd51a905e24ed.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpk7w1d8xg/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpk7w1d8xg/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

jacobian = False

    @pytest.mark.parametrize("jacobian", [True, False])
    def test_model_logp(jacobian):
        with pm.Model() as m:
            x = pm.Normal("x", 0, 1, size=2)
            y = pm.LogNormal("y", 0, 1, size=2)
    
        test_vals = np.array([0.0, 1.0])
    
        expected_x_logp = st.norm().logpdf(test_vals)
        expected_y_logp = expected_x_logp.copy()
        if not jacobian:
            expected_y_logp -= np.array([0.0, 1.0])
    
>       x_logp, y_logp = m.compile_logp(sum=False, jacobian=jacobian)(
            {"x": test_vals, "y_log__": test_vals}
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:968: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:669: in compile_logp
    return self.model.compile_fn(self.logp(vars=vars, jacobian=jacobian, sum=sum))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'md26e44acb1646c077027143a63fc90ed346b1314bc7d82d71cbcd51a905e24ed'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...71cbcd51a905e24ed(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpk7w1d8xg'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpk7w1d8xg/md26e44acb1646c077027143a63fc90ed346b1314bc7d82d71cbcd51a905e24ed.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpk7w1d8xg/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpk7w1d8xg/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Elemwise{Composite{Switch(GT(exp(i0), i1), (((i2 * sqr(i0)) - i3) - i0), i4)}}(y_log__, TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 0...5332046727}, TensorConstant{(1,) of -inf})
E               Toposort index: 1
E               Inputs types: [TensorType(float64, (2,)), TensorType(float32, (1,)), TensorType(float64, (1,)), TensorType(float64, (1,)), TensorType(float32, (1,))]
E               
E               Debug print of the apply node: 
E               Elemwise{Composite{Switch(GT(exp(i0), i1), (((i2 * sqr(i0)) - i3) - i0), i4)}} [id A] <TensorType(float64, (2,))> 'sigma > 0'
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_dmjtu6sh
____________________________ test_model_dlogp[True] ____________________________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None], [None]], output_storage = [[None]]
storage_map = {x: [None], y_log__: [None], TensorConstant{(1,) of 0.0}: [array([0.], dtype=float32)], TensorConstant{(1,) of 0}: [array([0], dtype=int8)], ...}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x1286b6a90>
node = Elemwise{Composite{(Switch(Composite{GT(exp(i0), i1)}(i0, i1), (-i0), i2) + Switch(Composite{GT(exp(i0), i1)}(i0, i1),...g__, TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of 0}, TensorConstant{(1,) of -1.0}, TensorConstant{(1,) of 1.0})
storage_map = {x: [None], y_log__: [None], TensorConstant{(1,) of 0.0}: [array([0.], dtype=float32)], TensorConstant{(1,) of 0}: [array([0], dtype=int8)], ...}
compute_map = {x: [True], y_log__: [True], TensorConstant{(1,) of 0.0}: [True], TensorConstant{(1,) of 0}: [True], ...}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x1286b6a90>
node = Elemwise{Composite{(Switch(Composite{GT(exp(i0), i1)}(i0, i1), (-i0), i2) + Switch(Composite{GT(exp(i0), i1)}(i0, i1),...g__, TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of 0}, TensorConstant{(1,) of -1.0}, TensorConstant{(1,) of 1.0})
storage_map = {x: [None], y_log__: [None], TensorConstant{(1,) of 0.0}: [array([0.], dtype=float32)], TensorConstant{(1,) of 0}: [array([0], dtype=int8)], ...}
compute_map = {x: [True], y_log__: [True], TensorConstant{(1,) of 0.0}: [True], TensorConstant{(1,) of 0}: [True], ...}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x128581b90>
input_storage = [[None], [array([0.], dtype=float32)], [array([0], dtype=int8)], [array([-1.])], [array([1.])]]
output_storage = [[None]], storage_map = None, cache = None, kwargs = {}
init_tasks = [((d__logp/dy_log__), 'init', 1), (TensorConstant{(1,) of 1.0}, 'init', 3), (TensorConstant{(1,) of -1.0}, 'init', 5), (TensorConstant{(1,) of 0}, 'init', 7), (TensorConstant{(1,) of 0.0}, 'init', 9), (y_log__, 'init', 11), ...]
tasks = [((d__logp/dy_log__), 'get', 2), (TensorConstant{(1,) of 1.0}, 'get', 4), (TensorConstant{(1,) of -1.0}, 'get', 6), (TensorConstant{(1,) of 0}, 'get', 8), (TensorConstant{(1,) of 0.0}, 'get', 10), (y_log__, 'get', 12), ...]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x128581b90>
input_storage = ([None], [array([0.], dtype=float32)], [array([0], dtype=int8)], [array([-1.])], [array([1.])])
output_storage = ([None],), storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x128581b90>
error_storage = [None, None, None]
in_storage = ([None], [array([0.], dtype=float32)], [array([0], dtype=int8)], [array([-1.])], [array([1.])])
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((14, (3, (3, (4,), (4, 0)), (4,), (4,), (4,), (4,)), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'),...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x128581b90>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x128581b90>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp1loxj2ks'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'mb695905c1493e472659ae8f3076bcd8f991d951dd3f8f378c3ea6cb4b2726aef'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...8c3ea6cb4b2726aef(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp1loxj2ks'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp1loxj2ks/mb695905c1493e472659ae8f3076bcd8f991d951dd3f8f378c3ea6cb4b2726aef.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp1loxj2ks/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp1loxj2ks/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

jacobian = True

    @pytest.mark.parametrize("jacobian", [True, False])
    def test_model_dlogp(jacobian):
        with pm.Model() as m:
            x = pm.Normal("x", 0, 1, size=2)
            y = pm.LogNormal("y", 0, 1, size=2)
    
        test_vals = np.array([0.0, -1.0])
        state = {"x": test_vals, "y_log__": test_vals}
    
        expected_x_dlogp = expected_y_dlogp = np.array([0.0, 1.0])
        if not jacobian:
            expected_y_dlogp = np.array([-1.0, 0.0])
    
>       dlogps = m.compile_dlogp(jacobian=jacobian)(state)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:997: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:686: in compile_dlogp
    return self.model.compile_fn(self.dlogp(vars=vars, jacobian=jacobian))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'mb695905c1493e472659ae8f3076bcd8f991d951dd3f8f378c3ea6cb4b2726aef'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...8c3ea6cb4b2726aef(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp1loxj2ks'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp1loxj2ks/mb695905c1493e472659ae8f3076bcd8f991d951dd3f8f378c3ea6cb4b2726aef.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp1loxj2ks/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp1loxj2ks/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Elemwise{Composite{(Switch(Composite{GT(exp(i0), i1)}(i0, i1), (-i0), i2) + Switch(Composite{GT(exp(i0), i1)}(i0, i1), i3, i2) + i4)}}(y_log__, TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of 0}, TensorConstant{(1,) of -1.0}, TensorConstant{(1,) of 1.0})
E               Toposort index: 0
E               Inputs types: [TensorType(float64, (2,)), TensorType(float32, (1,)), TensorType(int8, (1,)), TensorType(float64, (1,)), TensorType(float64, (1,))]
E               
E               Debug print of the apply node: 
E               Elemwise{Composite{(Switch(Composite{GT(exp(i0), i1)}(i0, i1), (-i0), i2) + Switch(Composite{GT(exp(i0), i1)}(i0, i1), i3, i2) + i4)}} [id A] <TensorType(float64, (2,))> '(d__logp/dy_log__)'
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_4wo9vh93
___________________________ test_model_dlogp[False] ____________________________

jacobian = False

    @pytest.mark.parametrize("jacobian", [True, False])
    def test_model_dlogp(jacobian):
        with pm.Model() as m:
            x = pm.Normal("x", 0, 1, size=2)
            y = pm.LogNormal("y", 0, 1, size=2)
    
        test_vals = np.array([0.0, -1.0])
        state = {"x": test_vals, "y_log__": test_vals}
    
        expected_x_dlogp = expected_y_dlogp = np.array([0.0, 1.0])
        if not jacobian:
            expected_y_dlogp = np.array([-1.0, 0.0])
    
>       dlogps = m.compile_dlogp(jacobian=jacobian)(state)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:997: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:686: in compile_dlogp
    return self.model.compile_fn(self.dlogp(vars=vars, jacobian=jacobian))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm6b6eee47a2262b6d7eca6af07935846e1bad2ba5448f144737491ea71f0f89f4'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...737491ea71f0f89f4(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/m6b6eee47a2262b6d7eca6af07935846e1bad2ba5448f144737491ea71f0f89f4.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_w72p524w
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{Cast{int8}}(TensorConstant{(1,) of 0.0})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/m6b6eee47a2262b6d7eca6af07935846e1bad2ba5448f144737491ea71f0f89f4.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11cdd3ad0>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/m6b6eee47a2262b6d7eca6af07935846e1bad2ba5448f144737491ea71f0f89f4.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{Cast{int8}}(TensorConstant{(1,) of 0.0})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/m6b6eee47a2262b6d7eca6af07935846e1bad2ba5448f144737491ea71f0f89f4.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11cdd3ad0>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/m6b6eee47a2262b6d7eca6af07935846e1bad2ba5448f144737491ea71f0f89f4.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpuqayix93/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
___________________________ test_model_d2logp[True] ____________________________

jacobian = True

    @pytest.mark.parametrize("jacobian", [True, False])
    def test_model_d2logp(jacobian):
        with pm.Model() as m:
            x = pm.Normal("x", 0, 1, size=2)
            y = pm.LogNormal("y", 0, 1, size=2)
    
        test_vals = np.array([0.0, -1.0])
        state = {"x": test_vals, "y_log__": test_vals}
    
        expected_x_d2logp = expected_y_d2logp = np.eye(2)
    
>       dlogps = m.compile_d2logp(jacobian=jacobian)(state)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1019: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:703: in compile_d2logp
    return self.model.compile_fn(self.d2logp(vars=vars, jacobian=jacobian))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:859: in d2logp
    return hessian(cost, value_vars)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/configparser.py:47: in res
    return f(*args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:540: in hessian
    return -jacobian(gradient(f, vars), vars)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:522: in jacobian
    return at.concatenate([jacobian1(f, v) for v in vars], axis=1)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:522: in <listcomp>
    return at.concatenate([jacobian1(f, v) for v in vars], axis=1)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:514: in jacobian1
    return pytensor.map(grad_i, idx)[0]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/scan/views.py:44: in map
    return scan(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/scan/basic.py:859: in scan
    raw_inner_outputs = fn(*args)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:512: in grad_i
    return gradient1(f[i], v)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:490: in gradient1
    return at.flatten(grad(f, v, disconnected_inputs="warn"))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:619: in grad
    _rval: Sequence[Variable] = _populate_grad_dict(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1426: in _populate_grad_dict
    rval = [access_grad_cache(elem) for elem in wrt]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1426: in <listcomp>
    rval = [access_grad_cache(elem) for elem in wrt]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1209: in access_term_cache
    input_grads = node.op.L_op(inputs, node.outputs, new_output_grads)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:391: in L_op
    return self.grad(inputs, output_grads)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:2381: in grad
    split_gz = split(gz, axis, stack([shape(x)[axis] for x in tens]))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:2381: in <listcomp>
    split_gz = split(gz, axis, stack([shape(x)[axis] for x in tens]))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/var.py:593: in __getitem__
    return at.subtensor.Subtensor(args)(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:296: in __call__
    node = self.make_node(*inputs, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/subtensor.py:707: in make_node
    inputs = tuple(as_nontensor_scalar(a) for a in inputs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/subtensor.py:707: in <genexpr>
    inputs = tuple(as_nontensor_scalar(a) for a in inputs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/subtensor.py:679: in as_nontensor_scalar
    return pytensor.tensor.scalar_from_tensor(a)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:598: in __call__
    return type_cast(ScalarVariable, super().__call__(*args, **kwargs))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:299: in __call__
    compute_test_value(node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:133: in compute_test_value
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm25f419acfbf1b7df47375bccfcca1a69138fc16bf2421d89f023c9f648d35d72'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...9f023c9f648d35d72(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmps6sphz40'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmps6sphz40/m25f419acfbf1b7df47375bccfcca1a69138fc16bf2421d89f023c9f648d35d72.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmps6sphz40/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmps6sphz40/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_t17b4d6g
___________________________ test_model_d2logp[False] ___________________________

jacobian = False

    @pytest.mark.parametrize("jacobian", [True, False])
    def test_model_d2logp(jacobian):
        with pm.Model() as m:
            x = pm.Normal("x", 0, 1, size=2)
            y = pm.LogNormal("y", 0, 1, size=2)
    
        test_vals = np.array([0.0, -1.0])
        state = {"x": test_vals, "y_log__": test_vals}
    
        expected_x_d2logp = expected_y_d2logp = np.eye(2)
    
>       dlogps = m.compile_d2logp(jacobian=jacobian)(state)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1019: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:703: in compile_d2logp
    return self.model.compile_fn(self.d2logp(vars=vars, jacobian=jacobian))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:859: in d2logp
    return hessian(cost, value_vars)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/configparser.py:47: in res
    return f(*args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:540: in hessian
    return -jacobian(gradient(f, vars), vars)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:522: in jacobian
    return at.concatenate([jacobian1(f, v) for v in vars], axis=1)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:522: in <listcomp>
    return at.concatenate([jacobian1(f, v) for v in vars], axis=1)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:514: in jacobian1
    return pytensor.map(grad_i, idx)[0]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/scan/views.py:44: in map
    return scan(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/scan/basic.py:859: in scan
    raw_inner_outputs = fn(*args)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:512: in grad_i
    return gradient1(f[i], v)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:490: in gradient1
    return at.flatten(grad(f, v, disconnected_inputs="warn"))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:619: in grad
    _rval: Sequence[Variable] = _populate_grad_dict(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1426: in _populate_grad_dict
    rval = [access_grad_cache(elem) for elem in wrt]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1426: in <listcomp>
    rval = [access_grad_cache(elem) for elem in wrt]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in access_term_cache
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1054: in <listcomp>
    output_grads = [access_grad_cache(var) for var in node.outputs]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1381: in access_grad_cache
    term = access_term_cache(node)[idx]
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/gradient.py:1209: in access_term_cache
    input_grads = node.op.L_op(inputs, node.outputs, new_output_grads)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:391: in L_op
    return self.grad(inputs, output_grads)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:2381: in grad
    split_gz = split(gz, axis, stack([shape(x)[axis] for x in tens]))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:2381: in <listcomp>
    split_gz = split(gz, axis, stack([shape(x)[axis] for x in tens]))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/var.py:593: in __getitem__
    return at.subtensor.Subtensor(args)(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:296: in __call__
    node = self.make_node(*inputs, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/subtensor.py:707: in make_node
    inputs = tuple(as_nontensor_scalar(a) for a in inputs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/subtensor.py:707: in <genexpr>
    inputs = tuple(as_nontensor_scalar(a) for a in inputs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/subtensor.py:679: in as_nontensor_scalar
    return pytensor.tensor.scalar_from_tensor(a)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:598: in __call__
    return type_cast(ScalarVariable, super().__call__(*args, **kwargs))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:299: in __call__
    compute_test_value(node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:133: in compute_test_value
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm25f419acfbf1b7df47375bccfcca1a69138fc16bf2421d89f023c9f648d35d72'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...9f023c9f648d35d72(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmptk_2x91n'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmptk_2x91n/m25f419acfbf1b7df47375bccfcca1a69138fc16bf2421d89f023c9f648d35d72.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmptk_2x91n/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmptk_2x91n/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_jpav1kka
_______________________________ test_compile_fn ________________________________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None], [None]], output_storage = [[None]]
storage_map = {x: [None], y: [None], Elemwise{add,no_inplace}.0: [None]}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x10ae9cb90>
node = Elemwise{add,no_inplace}(x, y)
storage_map = {x: [None], y: [None], Elemwise{add,no_inplace}.0: [None]}
compute_map = {x: [True], y: [True], Elemwise{add,no_inplace}.0: [False]}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x10ae9cb90>
node = Elemwise{add,no_inplace}(x, y)
storage_map = {x: [None], y: [None], Elemwise{add,no_inplace}.0: [None]}
compute_map = {x: [True], y: [True], Elemwise{add,no_inplace}.0: [False]}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1295bfc50>
input_storage = [[None], [None]], output_storage = [[None]], storage_map = None
cache = None, kwargs = {}
init_tasks = [(Elemwise{add,no_inplace}.0, 'init', 1), (y, 'init', 3), (x, 'init', 5), (Elemwise{add,no_inplace}(x, y), 'init', 8)]
tasks = [(Elemwise{add,no_inplace}.0, 'get', 2), (y, 'get', 4), (x, 'get', 6), (Elemwise{add,no_inplace}(x, y), 'code', 7)]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1295bfc50>
input_storage = ([None], [None]), output_storage = ([None],), storage_map = None
cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1295bfc50>
error_storage = [None, None, None], in_storage = ([None], [None])
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((14, (4,), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), ('openmp', False)), ('scalar_op', 'inplace_pattern'), (11...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x1295bfc50>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1295bfc50>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9yi46bed'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'mf1429e5367be7cdee712469cfb18b922c50768e0d8a20ec2e01a655a146a2044'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...2e01a655a146a2044(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9yi46bed'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9yi46bed/mf1429e5367be7cdee712469cfb18b922c50768e0d8a20ec2e01a655a146a2044.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9yi46bed/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9yi46bed/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

    def test_compile_fn():
        with pm.Model() as m:
            x = pm.Normal("x", 0, 1, size=2)
            y = pm.LogNormal("y", 0, 1, size=2)
    
        test_vals = np.array([0.0, -1.0])
        state = {"x": test_vals, "y": test_vals}
    
        with m:
>           func = pm.compile_fn(x + y, inputs=[x, y])

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1052: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1919: in compile_fn
    return model.compile_fn(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'mf1429e5367be7cdee712469cfb18b922c50768e0d8a20ec2e01a655a146a2044'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...2e01a655a146a2044(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9yi46bed'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9yi46bed/mf1429e5367be7cdee712469cfb18b922c50768e0d8a20ec2e01a655a146a2044.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9yi46bed/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9yi46bed/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Elemwise{add,no_inplace}(x, y)
E               Toposort index: 0
E               Inputs types: [TensorType(float64, (2,)), TensorType(float64, (2,))]
E               
E               Backtrace when the node is created (use PyTensor flag traceback__limit=N to make it longer):
E                 File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pluggy/_callers.py", line 39, in _multicall
E                   res = hook_impl.function(*args)
E                 File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/_pytest/runner.py", line 167, in pytest_runtest_call
E                   item.runtest()
E                 File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/_pytest/python.py", line 1789, in runtest
E                   self.ihook.pytest_pyfunc_call(pyfuncitem=self)
E                 File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pluggy/_hooks.py", line 265, in __call__
E                   return self._hookexec(self.name, self.get_hookimpls(), kwargs, firstresult)
E                 File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pluggy/_manager.py", line 80, in _hookexec
E                   return self._inner_hookexec(hook_name, methods, kwargs, firstresult)
E                 File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pluggy/_callers.py", line 39, in _multicall
E                   res = hook_impl.function(*args)
E                 File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/_pytest/python.py", line 195, in pytest_pyfunc_call
E                   result = testfunction(**testargs)
E                 File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py", line 1052, in test_compile_fn
E                   func = pm.compile_fn(x + y, inputs=[x, y])
E               
E               Debug print of the apply node: 
E               Elemwise{add,no_inplace} [id A] <TensorType(float64, (2,))>
E                |x [id B] <TensorType(float64, (2,))>
E                |y [id C] <TensorType(float64, (2,))>
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_wlktfvul
________________________ TestProfile.test_profile_model ________________________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None]], output_storage = [[None]]
storage_map = {x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 1...5425099138}: [array([1.14017543])], TensorConstant{(1,) of 2.1}: [array([2.1])], ...}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x1295f3b50>
node = Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}}(TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 1...5425099138}, TensorConstant{(1,) of 2.1}, x, TensorConstant{(1,) of 0...4009709271})
storage_map = {x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 1...5425099138}: [array([1.14017543])], TensorConstant{(1,) of 2.1}: [array([2.1])], ...}
compute_map = {x: [True], TensorConstant{(1,) of -0.5}: [True], TensorConstant{(1,) of 1...5425099138}: [True], TensorConstant{(1,) of 2.1}: [True], ...}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x1295f3b50>
node = Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}}(TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 1...5425099138}, TensorConstant{(1,) of 2.1}, x, TensorConstant{(1,) of 0...4009709271})
storage_map = {x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 1...5425099138}: [array([1.14017543])], TensorConstant{(1,) of 2.1}: [array([2.1])], ...}
compute_map = {x: [True], TensorConstant{(1,) of -0.5}: [True], TensorConstant{(1,) of 1...5425099138}: [True], TensorConstant{(1,) of 2.1}: [True], ...}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286dd350>
input_storage = [[array([-0.5])], [array([1.14017543])], [array([2.1])], [None], [array([0.7877564])]]
output_storage = [[None]], storage_map = None, cache = None, kwargs = {}
init_tasks = [(sigma > 0, 'init', 1), (TensorConstant{(1,) of 0...4009709271}, 'init', 3), (x, 'init', 5), (TensorConstant{(1,) of 2.1}, 'init', 7), (TensorConstant{(1,) of 1...5425099138}, 'init', 9), (TensorConstant{(1,) of -0.5}, 'init', 11), ...]
tasks = [(sigma > 0, 'get', 2), (TensorConstant{(1,) of 0...4009709271}, 'get', 4), (x, 'get', 6), (TensorConstant{(1,) of 2.1}, 'get', 8), (TensorConstant{(1,) of 1...5425099138}, 'get', 10), (TensorConstant{(1,) of -0.5}, 'get', 12), ...]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286dd350>
input_storage = ([array([-0.5])], [array([1.14017543])], [array([2.1])], [None], [array([0.7877564])])
output_storage = ([None],), storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286dd350>
error_storage = [None, None, None]
in_storage = ([array([-0.5])], [array([1.14017543])], [array([2.1])], [None], [array([0.7877564])])
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((14, (3, (4,), (4,), (4,), (4,), (4,)), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), ...), ('scal...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x1286dd350>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286dd350>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp899yy0o6'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...0dfc36ae50461e821(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp899yy0o6'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp899yy0o6/m0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp899yy0o6/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp899yy0o6/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

self = <pymc.tests.test_model.TestProfile object at 0x11c6b7b90>

    def test_profile_model(self):
>       assert self.model.profile(self.model.logp(), n=3000).fct_call_time > 0

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1146: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1677: in profile
    f = self.compile_fn(outs, inputs=self.value_vars, point_fn=False, profile=profile, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...0dfc36ae50461e821(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp899yy0o6'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp899yy0o6/m0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp899yy0o6/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp899yy0o6/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}}(TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 1...5425099138}, TensorConstant{(1,) of 2.1}, x, TensorConstant{(1,) of 0...4009709271})
E               Toposort index: 0
E               Inputs types: [TensorType(float64, (1,)), TensorType(float64, (1,)), TensorType(float64, (1,)), TensorType(float64, (2,)), TensorType(float64, (1,))]
E               
E               Debug print of the apply node: 
E               Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}} [id A] <TensorType(float64, (2,))> 'sigma > 0'
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_koz29o2o
______________________ TestProfile.test_profile_variable _______________________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None]], output_storage = [[None]]
storage_map = {x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 1...5425099138}: [array([1.14017543])], TensorConstant{(1,) of 2.1}: [array([2.1])], ...}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x12945f4d0>
node = Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}}(TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 1...5425099138}, TensorConstant{(1,) of 2.1}, x, TensorConstant{(1,) of 0...4009709271})
storage_map = {x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 1...5425099138}: [array([1.14017543])], TensorConstant{(1,) of 2.1}: [array([2.1])], ...}
compute_map = {x: [True], TensorConstant{(1,) of -0.5}: [True], TensorConstant{(1,) of 1...5425099138}: [True], TensorConstant{(1,) of 2.1}: [True], ...}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x12945f4d0>
node = Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}}(TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 1...5425099138}, TensorConstant{(1,) of 2.1}, x, TensorConstant{(1,) of 0...4009709271})
storage_map = {x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 1...5425099138}: [array([1.14017543])], TensorConstant{(1,) of 2.1}: [array([2.1])], ...}
compute_map = {x: [True], TensorConstant{(1,) of -0.5}: [True], TensorConstant{(1,) of 1...5425099138}: [True], TensorConstant{(1,) of 2.1}: [True], ...}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286aefd0>
input_storage = [[array([-0.5])], [array([1.14017543])], [array([2.1])], [None], [array([0.7877564])]]
output_storage = [[None]], storage_map = None, cache = None, kwargs = {}
init_tasks = [(sigma > 0, 'init', 1), (TensorConstant{(1,) of 0...4009709271}, 'init', 3), (x, 'init', 5), (TensorConstant{(1,) of 2.1}, 'init', 7), (TensorConstant{(1,) of 1...5425099138}, 'init', 9), (TensorConstant{(1,) of -0.5}, 'init', 11), ...]
tasks = [(sigma > 0, 'get', 2), (TensorConstant{(1,) of 0...4009709271}, 'get', 4), (x, 'get', 6), (TensorConstant{(1,) of 2.1}, 'get', 8), (TensorConstant{(1,) of 1...5425099138}, 'get', 10), (TensorConstant{(1,) of -0.5}, 'get', 12), ...]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286aefd0>
input_storage = ([array([-0.5])], [array([1.14017543])], [array([2.1])], [None], [array([0.7877564])])
output_storage = ([None],), storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286aefd0>
error_storage = [None, None, None]
in_storage = ([array([-0.5])], [array([1.14017543])], [array([2.1])], [None], [array([0.7877564])])
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((14, (3, (4,), (4,), (4,), (4,), (4,)), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), ...), ('scal...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x1286aefd0>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286aefd0>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpwj9or1y2'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...0dfc36ae50461e821(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpwj9or1y2'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpwj9or1y2/m0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpwj9or1y2/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpwj9or1y2/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

self = <pymc.tests.test_model.TestProfile object at 0x11c6bc2d0>

    def test_profile_variable(self):
        rv = self.model.basic_RVs[0]
>       assert self.model.profile(self.model.logp(vars=[rv], sum=False), n=3000).fct_call_time > 0

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1150: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1677: in profile
    f = self.compile_fn(outs, inputs=self.value_vars, point_fn=False, profile=profile, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...0dfc36ae50461e821(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpwj9or1y2'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpwj9or1y2/m0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpwj9or1y2/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpwj9or1y2/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}}(TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 1...5425099138}, TensorConstant{(1,) of 2.1}, x, TensorConstant{(1,) of 0...4009709271})
E               Toposort index: 0
E               Inputs types: [TensorType(float64, (1,)), TensorType(float64, (1,)), TensorType(float64, (1,)), TensorType(float64, (2,)), TensorType(float64, (1,))]
E               
E               Debug print of the apply node: 
E               Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}} [id A] <TensorType(float64, (2,))> 'sigma > 0'
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_wll2cyje
________________________ TestProfile.test_profile_count ________________________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None]], output_storage = [[None]]
storage_map = {x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 1...5425099138}: [array([1.14017543])], TensorConstant{(1,) of 2.1}: [array([2.1])], ...}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x129144910>
node = Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}}(TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 1...5425099138}, TensorConstant{(1,) of 2.1}, x, TensorConstant{(1,) of 0...4009709271})
storage_map = {x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 1...5425099138}: [array([1.14017543])], TensorConstant{(1,) of 2.1}: [array([2.1])], ...}
compute_map = {x: [True], TensorConstant{(1,) of -0.5}: [True], TensorConstant{(1,) of 1...5425099138}: [True], TensorConstant{(1,) of 2.1}: [True], ...}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x129144910>
node = Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}}(TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 1...5425099138}, TensorConstant{(1,) of 2.1}, x, TensorConstant{(1,) of 0...4009709271})
storage_map = {x: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], TensorConstant{(1,) of 1...5425099138}: [array([1.14017543])], TensorConstant{(1,) of 2.1}: [array([2.1])], ...}
compute_map = {x: [True], TensorConstant{(1,) of -0.5}: [True], TensorConstant{(1,) of 1...5425099138}: [True], TensorConstant{(1,) of 2.1}: [True], ...}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11cc60710>
input_storage = [[array([-0.5])], [array([1.14017543])], [array([2.1])], [None], [array([0.7877564])]]
output_storage = [[None]], storage_map = None, cache = None, kwargs = {}
init_tasks = [(sigma > 0, 'init', 1), (TensorConstant{(1,) of 0...4009709271}, 'init', 3), (x, 'init', 5), (TensorConstant{(1,) of 2.1}, 'init', 7), (TensorConstant{(1,) of 1...5425099138}, 'init', 9), (TensorConstant{(1,) of -0.5}, 'init', 11), ...]
tasks = [(sigma > 0, 'get', 2), (TensorConstant{(1,) of 0...4009709271}, 'get', 4), (x, 'get', 6), (TensorConstant{(1,) of 2.1}, 'get', 8), (TensorConstant{(1,) of 1...5425099138}, 'get', 10), (TensorConstant{(1,) of -0.5}, 'get', 12), ...]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11cc60710>
input_storage = ([array([-0.5])], [array([1.14017543])], [array([2.1])], [None], [array([0.7877564])])
output_storage = ([None],), storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11cc60710>
error_storage = [None, None, None]
in_storage = ([array([-0.5])], [array([1.14017543])], [array([2.1])], [None], [array([0.7877564])])
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((14, (3, (4,), (4,), (4,), (4,), (4,)), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), ...), ('scal...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x11cc60710>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11cc60710>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp319uhtvr'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...0dfc36ae50461e821(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp319uhtvr'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp319uhtvr/m0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp319uhtvr/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp319uhtvr/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

self = <pymc.tests.test_model.TestProfile object at 0x11c6bca10>

    def test_profile_count(self):
        count = 1005
>       assert self.model.profile(self.model.logp(), n=count).fct_callcount == count

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1154: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1677: in profile
    f = self.compile_fn(outs, inputs=self.value_vars, point_fn=False, profile=profile, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...0dfc36ae50461e821(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp319uhtvr'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp319uhtvr/m0e64b32281dfd7964ad52ec5ca025406cef3acfe4d5a4f90dfc36ae50461e821.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp319uhtvr/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp319uhtvr/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}}(TensorConstant{(1,) of -0.5}, TensorConstant{(1,) of 1...5425099138}, TensorConstant{(1,) of 2.1}, x, TensorConstant{(1,) of 0...4009709271})
E               Toposort index: 0
E               Inputs types: [TensorType(float64, (1,)), TensorType(float64, (1,)), TensorType(float64, (1,)), TensorType(float64, (2,)), TensorType(float64, (1,))]
E               
E               Debug print of the apply node: 
E               Elemwise{Composite{((i0 * sqr((i1 * (i2 + i3)))) - i4)}} [id A] <TensorType(float64, (2,))> 'sigma > 0'
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_x7072epe
_____________ TestImputationMissingData.test_missing_basic[masked] _____________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None], [None]], output_storage = [[None]]
storage_map = {x: [None], y_missing: [None], InplaceDimShuffle{x}.0: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], ...}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x12846bf90>
node = Elemwise{Composite{((i0 * sqr((i1 - i2))) - i3)}}(TensorConstant{-0.5}, x, TensorConstant{1.0}, TensorConstant{0.9189385332046727})
storage_map = {x: [None], y_missing: [None], InplaceDimShuffle{x}.0: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], ...}
compute_map = {x: [True], y_missing: [True], InplaceDimShuffle{x}.0: [False], TensorConstant{(1,) of -0.5}: [True], ...}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x12846bf90>
node = Elemwise{Composite{((i0 * sqr((i1 - i2))) - i3)}}(TensorConstant{-0.5}, x, TensorConstant{1.0}, TensorConstant{0.9189385332046727})
storage_map = {x: [None], y_missing: [None], InplaceDimShuffle{x}.0: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], ...}
compute_map = {x: [True], y_missing: [True], InplaceDimShuffle{x}.0: [False], TensorConstant{(1,) of -0.5}: [True], ...}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11f651390>
input_storage = [[array(-0.5)], [None], [array(1.)], [array(0.91893853)]]
output_storage = [[None]], storage_map = None, cache = None, kwargs = {}
init_tasks = [(sigma > 0, 'init', 1), (TensorConstant{0.9189385332046727}, 'init', 3), (TensorConstant{1.0}, 'init', 5), (x, 'init'...sqr((i1 - i2))) - i3)}}(TensorConstant{-0.5}, x, TensorConstant{1.0}, TensorConstant{0.9189385332046727}), 'init', 12)]
tasks = [(sigma > 0, 'get', 2), (TensorConstant{0.9189385332046727}, 'get', 4), (TensorConstant{1.0}, 'get', 6), (x, 'get', 8)...sqr((i1 - i2))) - i3)}}(TensorConstant{-0.5}, x, TensorConstant{1.0}, TensorConstant{0.9189385332046727}), 'code', 11)]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11f651390>
input_storage = ([array(-0.5)], [None], [array(1.)], [array(0.91893853)])
output_storage = ([None],), storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11f651390>
error_storage = [None, None, None]
in_storage = ([array(-0.5)], [None], [array(1.)], [array(0.91893853)])
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((14, (3, (4,), (4,), (4,), (4,)), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), ...), ('scalar_op'...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x11f651390>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x11f651390>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp23zldj1n'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm5c12eeec31f49c36c56d8a9b3c975d536603a8d470147516dc0c55cd1064839d'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...6dc0c55cd1064839d(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp23zldj1n'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp23zldj1n/m5c12eeec31f49c36c56d8a9b3c975d536603a8d470147516dc0c55cd1064839d.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp23zldj1n/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp23zldj1n/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

self = <pymc.tests.test_model.TestImputationMissingData object at 0x11c6bda90>
missing_data = masked_array(data=[1, 2, --, 4, --],
             mask=[False, False,  True, False,  True],
       fill_value=-1)

    def test_missing_basic(self, missing_data):
        with pm.Model() as model:
            x = pm.Normal("x", 1, 1)
            with pytest.warns(ImputationWarning):
                _ = pm.Normal("y", x, 1, observed=missing_data)
    
        assert "y_missing" in model.named_vars
    
        test_point = model.initial_point()
>       assert not np.isnan(model.compile_logp()(test_point))

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1179: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:669: in compile_logp
    return self.model.compile_fn(self.logp(vars=vars, jacobian=jacobian, sum=sum))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm5c12eeec31f49c36c56d8a9b3c975d536603a8d470147516dc0c55cd1064839d'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...6dc0c55cd1064839d(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp23zldj1n'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp23zldj1n/m5c12eeec31f49c36c56d8a9b3c975d536603a8d470147516dc0c55cd1064839d.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp23zldj1n/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp23zldj1n/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Elemwise{Composite{((i0 * sqr((i1 - i2))) - i3)}}(TensorConstant{-0.5}, x, TensorConstant{1.0}, TensorConstant{0.9189385332046727})
E               Toposort index: 5
E               Inputs types: [TensorType(float64, ()), TensorType(float64, ()), TensorType(float64, ()), TensorType(float64, ())]
E               
E               Debug print of the apply node: 
E               Elemwise{Composite{((i0 * sqr((i1 - i2))) - i3)}} [id A] <TensorType(float64, ())> 'sigma > 0'
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_8xzx_f29
_____________ TestImputationMissingData.test_missing_basic[pandas] _____________

self = VMLinker(use_cloop=True, lazy=None, allow_partial_eval=None, allow_gc=True)
profiler = None, input_storage = [[None], [None]], output_storage = [[None]]
storage_map = {x: [None], y_missing: [None], InplaceDimShuffle{x}.0: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], ...}

    def make_all(
        self,
        profiler=None,
        input_storage=None,
        output_storage=None,
        storage_map=None,
    ):
        fgraph = self.fgraph
        order = self.schedule(fgraph)
    
        input_storage, output_storage, storage_map = map_storage(
            fgraph, order, input_storage, output_storage, storage_map
        )
        compute_map = {}
        for k in storage_map:
            compute_map[k] = [k.owner is None]
    
        thunks = []
    
        t0 = time.perf_counter()
        linker_make_thunk_time = {}
        impl = None
        if self.c_thunks is False:
            impl = "py"
        for node in order:
            try:
                thunk_start = time.perf_counter()
                # no-recycling is done at each VM.__call__ So there is
                # no need to cause duplicate c code by passing
                # no_recycling here.
                thunks.append(
>                   node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x1282744d0>
node = Elemwise{Composite{((i0 * sqr((i1 - i2))) - i3)}}(TensorConstant{-0.5}, x, TensorConstant{1.0}, TensorConstant{0.9189385332046727})
storage_map = {x: [None], y_missing: [None], InplaceDimShuffle{x}.0: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], ...}
compute_map = {x: [True], y_missing: [True], InplaceDimShuffle{x}.0: [False], TensorConstant{(1,) of -0.5}: [True], ...}
no_recycling = [], impl = None

    def make_thunk(self, node, storage_map, compute_map, no_recycling, impl=None):
        """Create a thunk.
    
        See :meth:`Op.make_thunk`.
    
        Parameters
        ----------
        impl :
            Currently, ``None``, ``'c'`` or ``'py'``. If ``'c'`` or ``'py'`` we
            will only try that version of the code.
    
        """
        if (impl is None and config.cxx) or impl == "c":
            self.prepare_node(
                node, storage_map=storage_map, compute_map=compute_map, impl="c"
            )
            try:
>               return self.make_c_thunk(node, storage_map, compute_map, no_recycling)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.tensor.elemwise.Elemwise object at 0x1282744d0>
node = Elemwise{Composite{((i0 * sqr((i1 - i2))) - i3)}}(TensorConstant{-0.5}, x, TensorConstant{1.0}, TensorConstant{0.9189385332046727})
storage_map = {x: [None], y_missing: [None], InplaceDimShuffle{x}.0: [None], TensorConstant{(1,) of -0.5}: [array([-0.5])], ...}
compute_map = {x: [True], y_missing: [True], InplaceDimShuffle{x}.0: [False], TensorConstant{(1,) of -0.5}: [True], ...}
no_recycling = []

    def make_c_thunk(
        self,
        node: Apply,
        storage_map: StorageMapType,
        compute_map: ComputeMapType,
        no_recycling: Collection[Variable],
    ) -> CThunkWrapperType:
        """Create a thunk for a C implementation.
    
        Like :meth:`Op.make_thunk`, but will only try to make a C thunk.
    
        """
        # FIXME: Putting the following import on the module level causes an import cycle.
        #        The conclusion should be that the antire "make_c_thunk" method should be defined
        #        in pytensor.link.c and dispatched onto the Op!
        import pytensor.link.c.basic
        from pytensor.graph.fg import FunctionGraph
    
        node_input_storage = [storage_map[r] for r in node.inputs]
        node_output_storage = [storage_map[r] for r in node.outputs]
    
        e = FunctionGraph(node.inputs, node.outputs)
        e_no_recycling = [
            new_o
            for (new_o, old_o) in zip(e.outputs, node.outputs)
            if old_o in no_recycling
        ]
        cl = pytensor.link.c.basic.CLinker().accept(e, no_recycling=e_no_recycling)
        # float16 gets special treatment since running
        # unprepared C code will get bad results.
        if not getattr(self, "_f16_ok", False):
    
            def is_f16(t):
                return getattr(t, "dtype", "") == "float16"
    
            if any(is_f16(i.type) for i in node.inputs) or any(
                is_f16(o.type) for o in node.outputs
            ):
                # get_dynamic_module is a subset of make_thunk that is reused.
                # This just try to build the c code
                # It will raise an error for ops
                # that don't implement c code. In those cases, we
                # don't want to print a warning.
                cl.get_dynamic_module()
                print(f"Disabling C code for {self} due to unsupported float16")
                raise NotImplementedError("float16")
>       outputs = cl.make_thunk(
            input_storage=node_input_storage, output_storage=node_output_storage
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286e5b90>
input_storage = [[array(-0.5)], [None], [array(1.)], [array(0.91893853)]]
output_storage = [[None]], storage_map = None, cache = None, kwargs = {}
init_tasks = [(sigma > 0, 'init', 1), (TensorConstant{0.9189385332046727}, 'init', 3), (TensorConstant{1.0}, 'init', 5), (x, 'init'...sqr((i1 - i2))) - i3)}}(TensorConstant{-0.5}, x, TensorConstant{1.0}, TensorConstant{0.9189385332046727}), 'init', 12)]
tasks = [(sigma > 0, 'get', 2), (TensorConstant{0.9189385332046727}, 'get', 4), (TensorConstant{1.0}, 'get', 6), (x, 'get', 8)...sqr((i1 - i2))) - i3)}}(TensorConstant{-0.5}, x, TensorConstant{1.0}, TensorConstant{0.9189385332046727}), 'code', 11)]

    def make_thunk(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
        **kwargs,
    ):
        """Compile this linker's `self.fgraph` and return a function that performs the computations.
    
        The return values can be used as follows:
    
        .. code-block::
    
            f, istor, ostor = clinker.make_thunk()
            istor[0].data = first_input
            istor[1].data = second_input
            f()
            first_output = ostor[0].data
    
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use
            the thunk returned by `CLinker.__compile__`, the inputs must be put in
            that storage. If None, storage will be allocated.
        output_storage: list of lists of length 1.
            The thunk returned by `CLinker.__compile__` will put the variables
            of the computation in these lists. If None, storage will
            be allocated.
        storage_map: dict that map variables to storages.
            This is used when you need to customize the storage of
            this thunk
        cache
            A cache in which to store the compilation results.
    
        Returns
        -------
        thunk, input_storage, output_storage
    
        """
        init_tasks, tasks = self.get_init_tasks()
>       cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
            input_storage, output_storage, storage_map, cache
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286e5b90>
input_storage = ([array(-0.5)], [None], [array(1.)], [array(0.91893853)])
output_storage = ([None],), storage_map = None, cache = None

    def __compile__(
        self,
        input_storage=None,
        output_storage=None,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """Compile `self.fgraph`.
    
        Parameters
        ----------
        input_storage: list or None
            List of lists of length 1. In order to use the thunk returned
            by this method, the inputs must be put in that storage.
            If None, storage will be allocated.
        output_storage: list of lists of length 1
            The thunk returned by this method will put the variables of the
            computation in these lists. If None, storage will be allocated.
    
        Returns
        -------
        object
            Thunk, input_storage, output_storage, error_storage.
    
        """
        error_storage = [None, None, None]
        if input_storage is None:
            input_storage = tuple([None] for variable in self.inputs)
        if output_storage is None:
            map = {}
            output_storage = []
            # Initialize the map with the inputs, as some outputs may
            # be inputs as well.
            for i, variable in enumerate(self.inputs):
                map[variable] = input_storage[i]
            for variable in self.outputs:
                if variable not in map:
                    map[variable] = [None]
                output_storage.append(map[variable])
        input_storage = tuple(input_storage)
        output_storage = tuple(output_storage)
>       thunk, module = self.cthunk_factory(
            error_storage,
            input_storage,
            output_storage,
            storage_map,
            cache,
        )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286e5b90>
error_storage = [None, None, None]
in_storage = ([array(-0.5)], [None], [array(1.)], [array(0.91893853)])
out_storage = ([None],), storage_map = None
cache = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>

    def cthunk_factory(
        self,
        error_storage,
        in_storage,
        out_storage,
        storage_map=None,
        cache: Optional["ModuleCache"] = None,
    ):
        """
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph
    
        Parameters:
        ----------
        error_storage -> list of length 3
        in_storage -> list of lists of length 1, one per input
        out_storage -> list of lists of length 1, one per output
    
        Returns a thunk that points to an instance of a C struct that
        can carry on the computation of this linker's fgraph. That thunk,
        when executed, will fetch its inputs from in_storage, put its
        outputs in out_storage and if an error occurs will put the
        type, value and traceback of the exception in error_storage.
        """
        try:
            key = self.cmodule_key()
        except KeyError:
            key = None
    
        if key is None:
            # If we can't get a key, then forget the cache mechanism.
            module = self.compile_cmodule()
        else:
            # Set compute_map as None as clinker do not support lazy evaluation
            for node in self.node_order:
                node.op.prepare_node(node, storage_map, None, "c")
            if cache is None:
                cache = get_module_cache()
>           module = cache.module_from_key(key=key, lnk=self)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.cmodule.ModuleCache object at 0x11c988f10>
key = (((14, (3, (4,), (4,), (4,), (4,)), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), (13, '1.24.2'), ...), ('scalar_op'...NPY_ABI_VERSION=0x1000009', 'c_compiler_str=/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ 14.0.6', ...))
lnk = <pytensor.link.c.basic.CLinker object at 0x1286e5b90>

    def module_from_key(self, key, lnk: "CLinker"):
        """
        Return a module from the cache, compiling it if necessary.
    
        Parameters
        ----------
        key
            The key object associated with the module. If this hits a match,
            we avoid compilation.
        lnk
            Usually a CLinker instance, but it can be any object that defines
            the `get_src_code()` and `compile_cmodule(location)` functions. The
            first one returns the source code of the module to load/compile and
            the second performs the actual compilation.
    
        """
        # Is the module in the cache?
        module = self._get_from_key(key)
        if module is not None:
            return module
    
        src_code = lnk.get_src_code()
        # Is the source code already in the cache?
        module_hash = get_module_hash(src_code, key)
        module = self._get_from_hash(module_hash, key)
        if module is not None:
            return module
    
        with lock_ctx():
            # 1) Maybe somebody else compiled it for us while we
            #    where waiting for the lock. Try to load it again.
            # 2) If other repo that import PyTensor have PyTensor ops defined,
            #    we need to refresh the cache here. Otherwise, there are import
            #    order problems.
            #    (Outdated) When device=gpu, we compile during PyTensor
            #    import. This triggers the loading of the cache. But
            #    unpickling the cache asks that the external Ops are
            #    completely loaded, which isn't always the case!
            #    If a module isn't completely loaded and its unpickling
            #    fails, it means it is safe for this function
            #    compilation to skip them, but not for future
            #    compilations. So reloading the cache here
            #    compilation fixes this problem. (we could do that only once)
            self.refresh(cleanup=False)
    
            module = self._get_from_key(key)
            if module is not None:
                return module
    
            module = self._get_from_hash(module_hash, key)
            if module is not None:
                return module
    
            hash_key = hash(key)
    
            nocleanup = False
            try:
                location = dlimport_workdir(self.dirname)
>               module = lnk.compile_cmodule(location)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

self = <pytensor.link.c.basic.CLinker object at 0x1286e5b90>
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9etxm_6e'

    def compile_cmodule(self, location=None):
        """
        This compiles the source code for this linker and returns a
        loaded module.
    
        """
        if location is None:
            location = dlimport_workdir(config.compiledir)
        mod = self.get_dynamic_module()
        c_compiler = self.c_compiler()
        libs = self.libraries()
        preargs = self.compile_args()
        # We want to compute the code without the lock
        src_code = mod.code()
        with lock_ctx():
            try:
                _logger.debug(f"LOCATION {location}")
>               module = c_compiler.compile_str(
                    module_name=mod.code_hash,
                    src_code=src_code,
                    location=location,
                    include_dirs=self.header_dirs(),
                    lib_dirs=self.lib_dirs(),
                    libs=libs,
                    preargs=preargs,
                )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm5c12eeec31f49c36c56d8a9b3c975d536603a8d470147516dc0c55cd1064839d'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...6dc0c55cd1064839d(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9etxm_6e'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9etxm_6e/m5c12eeec31f49c36c56d8a9b3c975d536603a8d470147516dc0c55cd1064839d.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9etxm_6e/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9etxm_6e/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError

During handling of the above exception, another exception occurred:

self = <pymc.tests.test_model.TestImputationMissingData object at 0x11c6bdd10>
missing_data =      0
0  1.0
1  2.0
2  NaN
3  4.0
4  NaN

    def test_missing_basic(self, missing_data):
        with pm.Model() as model:
            x = pm.Normal("x", 1, 1)
            with pytest.warns(ImputationWarning):
                _ = pm.Normal("y", x, 1, observed=missing_data)
    
        assert "y_missing" in model.named_vars
    
        test_point = model.initial_point()
>       assert not np.isnan(model.compile_logp()(test_point))

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1179: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:669: in compile_logp
    return self.model.compile_fn(self.logp(vars=vars, jacobian=jacobian, sum=sum))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1766: in orig_function
    fn = m.create(defaults)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1659: in create
    _fn, _i, _o = self.linker.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/basic.py:254: in make_thunk
    return self.make_all(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1255: in make_all
    raise_with_op(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/utils.py:536: in raise_with_op
    raise exc_value.with_traceback(exc_trace)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/vm.py:1246: in make_all
    node.op.make_thunk(node, storage_map, compute_map, [], impl=impl)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm5c12eeec31f49c36c56d8a9b3c975d536603a8d470147516dc0c55cd1064839d'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...6dc0c55cd1064839d(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9etxm_6e'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9etxm_6e/m5c12eeec31f49c36c56d8a9b3c975d536603a8d470147516dc0c55cd1064839d.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9etxm_6e/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp9etxm_6e/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.
E               
E               Apply node that caused the error: Elemwise{Composite{((i0 * sqr((i1 - i2))) - i3)}}(TensorConstant{-0.5}, x, TensorConstant{1.0}, TensorConstant{0.9189385332046727})
E               Toposort index: 5
E               Inputs types: [TensorType(float64, ()), TensorType(float64, ()), TensorType(float64, ()), TensorType(float64, ())]
E               
E               Debug print of the apply node: 
E               Elemwise{Composite{((i0 * sqr((i1 - i2))) - i3)}} [id A] <TensorType(float64, ())> 'sigma > 0'
E               
E               HINT: Use a linker other than the C linker to print the inputs' shapes and strides.
E               HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.
E               HINT: Use the PyTensor flag `exception_verbosity=high` for a debug print-out and storage map footprint of this Apply node.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_dq1h30e1
____________ TestImputationMissingData.test_missing_with_predictors ____________

self = <pymc.tests.test_model.TestImputationMissingData object at 0x11c6be3d0>

    def test_missing_with_predictors(self):
        predictors = np.array([0.5, 1, 0.5, 2, 0.3])
        data = np.ma.masked_values([1, 2, -1, 4, -1], value=-1)
        with pm.Model() as model:
            x = pm.Normal("x", 1, 1)
            with pytest.warns(ImputationWarning):
                y = pm.Normal("y", x * predictors, 1, observed=data)
    
        assert "y_missing" in model.named_vars
    
>       test_point = model.initial_point()

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1195: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1126: in initial_point
    fn = make_initial_point_fn(model=self, return_transformed=True)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/initial_point.py:140: in make_initial_point_fn
    initial_values = make_initial_point_expression(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/initial_point.py:228: in make_initial_point_expression
    value = moment(variable)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/distribution.py:446: in moment
    return _moment(rv.owner.op, rv, *rv.owner.inputs).astype(rv.dtype)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/functools.py:909: in wrapper
    return dispatch(args[0].__class__)(*args, **kw)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/distribution.py:156: in moment
    return class_moment(rv, size, *dist_params)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/continuous.py:515: in moment
    mu, _ = at.broadcast_arrays(mu, sigma)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/extra_ops.py:1803: in broadcast_arrays
    return tuple(broadcast_to(a, broadcast_shape(*args)) for a in args)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/extra_ops.py:1803: in <genexpr>
    return tuple(broadcast_to(a, broadcast_shape(*args)) for a in args)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/extra_ops.py:1791: in broadcast_to
    return broadcast_to_(x, shape)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/extra_ops.py:1639: in __call__
    return super().__call__(a, *shape, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:296: in __call__
    node = self.make_node(*inputs, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/extra_ops.py:1644: in make_node
    shape, static_shape = at.infer_static_shape(shape)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:1380: in infer_static_shape
    folded_shape = rewrite_graph(shape_fg, custom_rewrite=topo_constant_folding).outputs
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/utils.py:63: in rewrite_graph
    _ = query_rewrites.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'maa93a4f91bedbdb64883f8a52682890c3efe83cc8c3560b65b6fb007bcd37de7'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...65b6fb007bcd37de7(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/maa93a4f91bedbdb64883f8a52682890c3efe83cc8c3560b65b6fb007bcd37de7.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_yx081hp5
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: ScalarFromTensor(TensorConstant{2})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/maa93a4f91bedbdb64883f8a52682890c3efe83cc8c3560b65b6fb007bcd37de7.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d55ead0>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/maa93a4f91bedbdb64883f8a52682890c3efe83cc8c3560b65b6fb007bcd37de7.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: ScalarFromTensor(TensorConstant{2})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/maa93a4f91bedbdb64883f8a52682890c3efe83cc8c3560b65b6fb007bcd37de7.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d55ead0>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/maa93a4f91bedbdb64883f8a52682890c3efe83cc8c3560b65b6fb007bcd37de7.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmplzfp5cxb/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
___________ TestImputationMissingData.test_missing_dual_observations ___________

self = <pymc.tests.test_model.TestImputationMissingData object at 0x11c6bead0>

    def test_missing_dual_observations(self):
        with pm.Model() as model:
            obs1 = np.ma.masked_values([1, 2, -1, 4, -1], value=-1)
            obs2 = np.ma.masked_values([-1, -1, 6, -1, 8], value=-1)
            beta1 = pm.Normal("beta1", 1, 1)
            beta2 = pm.Normal("beta2", 2, 1)
            latent = pm.Normal("theta", size=5)
            with pytest.warns(ImputationWarning):
                ovar1 = pm.Normal("o1", mu=beta1 * latent, observed=obs1)
            with pytest.warns(ImputationWarning):
                ovar2 = pm.Normal("o2", mu=beta2 * latent, observed=obs2)
    
>           prior_trace = pm.sample_prior_predictive(return_inferencedata=False)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1214: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/sampling/forward.py:413: in sample_prior_predictive
    sampler_fn, volatile_basic_rvs = compile_forward_sampling_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/sampling/forward.py:262: in compile_forward_sampling_function
    compile_pymc(inputs, fg.outputs, givens=givens, on_unused_input="ignore", **kwargs),
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...95ad4cc23a0666368(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_xt6rw4qg
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: BroadcastTo(TensorConstant{1.0}, TensorConstant{5})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11f549bd0>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: BroadcastTo(TensorConstant{1.0}, TensorConstant{5})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11f549bd0>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp8q1t2zx8/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
_________ TestImputationMissingData.test_interval_missing_observations _________

self = <pymc.tests.test_model.TestImputationMissingData object at 0x11c6bf1d0>

    def test_interval_missing_observations(self):
        rng = np.random.default_rng(1198)
    
        with pm.Model() as model:
            obs1 = np.ma.masked_values([1, 2, -1, 4, -1], value=-1)
            obs2 = np.ma.masked_values([-1, -1, 6, -1, 8], value=-1)
    
            with pytest.warns(ImputationWarning):
                theta1 = pm.Uniform("theta1", 0, 5, observed=obs1)
            with pytest.warns(ImputationWarning):
                theta2 = pm.Normal("theta2", mu=theta1, observed=obs2)
    
            assert isinstance(model.rvs_to_transforms[model["theta1_missing"]], IntervalTransform)
            assert model.rvs_to_transforms[model["theta1_observed"]] is None
    
>           prior_trace = pm.sample_prior_predictive(random_seed=rng, return_inferencedata=False)

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1236: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/sampling/forward.py:413: in sample_prior_predictive
    sampler_fn, volatile_basic_rvs = compile_forward_sampling_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/sampling/forward.py:262: in compile_forward_sampling_function
    compile_pymc(inputs, fg.outputs, givens=givens, on_unused_input="ignore", **kwargs),
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...95ad4cc23a0666368(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_u1ha5vbo
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: BroadcastTo(TensorConstant{1.0}, TensorConstant{5})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11f44e490>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: BroadcastTo(TensorConstant{1.0}, TensorConstant{5})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11f44e490>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmpq4p6efwk/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
_________________ TestImputationMissingData.test_missing_logp1 _________________

self = <pymc.tests.test_model.TestImputationMissingData object at 0x11c6bf8d0>

    def test_missing_logp1(self):
        with pm.Model(check_bounds=False) as m1:
            x = pm.Gamma("x", 1, 1, size=4)
    
>       logp_val = m1.compile_logp()({"x_log__": np.array([0, 0, 0, 0])})

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1326: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:669: in compile_logp
    return self.model.compile_fn(self.logp(vars=vars, jacobian=jacobian, sum=sum))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm2bb2bac712819ad9463754f5959002790a7e46d37645600bbb05290b42d30ce6'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...bbb05290b42d30ce6(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/m2bb2bac712819ad9463754f5959002790a7e46d37645600bbb05290b42d30ce6.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_rwi967b3
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{eq,no_inplace}(TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of 0})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/m2bb2bac712819ad9463754f5959002790a7e46d37645600bbb05290b42d30ce6.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x12824a810>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/m2bb2bac712819ad9463754f5959002790a7e46d37645600bbb05290b42d30ce6.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{eq,no_inplace}(TensorConstant{(1,) of 0.0}, TensorConstant{(1,) of 0})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/m2bb2bac712819ad9463754f5959002790a7e46d37645600bbb05290b42d30ce6.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x12824a810>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/m2bb2bac712819ad9463754f5959002790a7e46d37645600bbb05290b42d30ce6.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp5ru1dx_g/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
_________________ TestImputationMissingData.test_missing_logp2 _________________

self = <pymc.tests.test_model.TestImputationMissingData object at 0x11c6cc050>

    def test_missing_logp2(self):
        with pm.Model() as m:
            theta1 = pm.Normal("theta1", 0, 5, observed=[0, 1, 2, 3, 4])
            theta2 = pm.Normal("theta2", mu=theta1, observed=[0, 1, 2, 3, 4])
>       m_logp = m.compile_logp()({})

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1340: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:669: in compile_logp
    return self.model.compile_fn(self.logp(vars=vars, jacobian=jacobian, sum=sum))
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1643: in compile_fn
    fn = compile_pymc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/pytensorf.py:1121: in compile_pymc
    pytensor_function = pytensor.function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm2552a5fdc85dc90338e350039ac0551d4c7bf3abe3895f0221f66e918f854996'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...221f66e918f854996(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/m2552a5fdc85dc90338e350039ac0551d4c7bf3abe3895f0221f66e918f854996.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_g_s3ufyc
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{second,no_inplace}(theta1{[0. 1. 2. 3. 4.]}, TensorConstant{(1,) of 0.0})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/m2552a5fdc85dc90338e350039ac0551d4c7bf3abe3895f0221f66e918f854996.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d574150>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/m2552a5fdc85dc90338e350039ac0551d4c7bf3abe3895f0221f66e918f854996.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{second,no_inplace}(theta1{[0. 1. 2. 3. 4.]}, TensorConstant{(1,) of 0.0})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/m2552a5fdc85dc90338e350039ac0551d4c7bf3abe3895f0221f66e918f854996.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d574150>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/m2552a5fdc85dc90338e350039ac0551d4c7bf3abe3895f0221f66e918f854996.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_mwn7amc/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
_____________ TestImputationMissingData.test_missing_multivariate ______________

self = <pymc.tests.test_model.TestImputationMissingData object at 0x11c6cc710>

    def test_missing_multivariate(self):
        """Test model with missing variables whose transform changes base shape still works"""
    
        with pm.Model() as m_miss:
            with pytest.raises(
                NotImplementedError,
                match="Automatic inputation is only supported for univariate RandomVariables",
            ):
                with pytest.warns(ImputationWarning):
>                   x = pm.Dirichlet(
                        "x",
                        a=[1, 2, 3],
                        observed=np.array([[0.3, 0.3, 0.4], [np.nan, np.nan, np.nan]]),
                    )

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1363: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/distribution.py:308: in __new__
    rv_out = cls.dist(*args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/multivariate.py:471: in dist
    return super().dist([a], **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/distributions/distribution.py:387: in dist
    rv_out = cls.rv_op(*dist_params, size=create_size, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/basic.py:957: in __call__
    return super().__call__(alphas, size=size, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/op.py:290: in __call__
    res = super().__call__(rng, size, dtype, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/op.py:296: in __call__
    node = self.make_node(*inputs, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/random/op.py:336: in make_node
    _, static_shape = infer_static_shape(shape)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/basic.py:1380: in infer_static_shape
    folded_shape = rewrite_graph(shape_fg, custom_rewrite=topo_constant_folding).outputs
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/utils.py:63: in rewrite_graph
    _ = query_rewrites.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'mbe8ea3814fdfa466562e011c56c59a6efd8ebb8bfe9ec44a40f560e52c4a7e70'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...a40f560e52c4a7e70(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mbe8ea3814fdfa466562e011c56c59a6efd8ebb8bfe9ec44a40f560e52c4a7e70.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_b2g3rz17
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: Elemwise{Cast{int64}}(TensorConstant{1})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mbe8ea3814fdfa466562e011c56c59a6efd8ebb8bfe9ec44a40f560e52c4a7e70.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x12858b290>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mbe8ea3814fdfa466562e011c56c59a6efd8ebb8bfe9ec44a40f560e52c4a7e70.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: Elemwise{Cast{int64}}(TensorConstant{1})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mbe8ea3814fdfa466562e011c56c59a6efd8ebb8bfe9ec44a40f560e52c4a7e70.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x12858b290>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mbe8ea3814fdfa466562e011c56c59a6efd8ebb8bfe9ec44a40f560e52c4a7e70.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_ik35m6u/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
___________ TestImputationMissingData.test_missing_vector_parameter ____________

self = <pymc.tests.test_model.TestImputationMissingData object at 0x11c6cce10>

    def test_missing_vector_parameter(self):
        with pm.Model() as m:
            with pytest.warns(ImputationWarning):
                x = pm.Normal(
                    "x",
                    np.array([-10, 10]),
                    0.1,
                    observed=np.array([[np.nan, 10], [-10, np.nan], [np.nan, np.nan]]),
                )
>       x_draws = x.eval()

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py:1390: 
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/basic.py:605: in eval
    self._fn_cache[inputs] = function(inputs, self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/__init__.py:315: in function
    fn = pfunc(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/pfunc.py:367: in pfunc
    return orig_function(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1754: in orig_function
    m = Maker(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1524: in __init__
    self.prepare_fgraph(inputs, outputs, found_updates, fgraph, mode, profile)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/compile/function/types.py:1416: in prepare_fgraph
    rewriter_profile = rewriter(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:135: in __call__
    return self.rewrite(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:131: in rewrite
    return self.apply(fgraph, *args, **kwargs)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:313: in apply
    self.failure_callback(e, self, rewriter)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:249: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:302: in apply
    sub_prof = rewriter.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2477: in apply
    sub_prof = grewrite.apply(fgraph)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:2051: in apply
    nb += self.process_node(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1936: in process_node
    self.failure_callback(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1789: in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1777: in warn
    raise exc
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1933: in process_node
    replacements = node_rewriter.transform(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py:1092: in transform
    return self.fn(fgraph, node)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py:1141: in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:131: in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py:96: in make_c_thunk
    outputs = cl.make_thunk(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1202: in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1122: in __compile__
    thunk, module = self.cthunk_factory(
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1647: in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:1231: in module_from_key
    module = lnk.compile_cmodule(location)
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py:1546: in compile_cmodule
    module = c_compiler.compile_str(
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 

module_name = 'm6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368'
src_code = '#include <Python.h>\n#include <iostream>\n#include "pytensor_mod_helper.h"\n#include <math.h>\n#include <numpy/arrayo...95ad4cc23a0666368(void) {\n   import_array();\n   \n    PyObject *m = PyModule_Create(&moduledef);\n    return m;\n}\n'
location = '/Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad'
include_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include', '/opt/homebrew/Ca...de/python3.11', '/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code']
lib_dirs = ['/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib'], libs = []
preargs = ['-O3', '-fno-math-errno', '-Wno-unused-label', '-Wno-unused-variable', '-Wno-write-strings', '-Wno-c++11-narrowing', ...]
py_module = True, hide_symbols = True

    @staticmethod
    def compile_str(
        module_name,
        src_code,
        location=None,
        include_dirs=None,
        lib_dirs=None,
        libs=None,
        preargs=None,
        py_module=True,
        hide_symbols=True,
    ):
        """
        Parameters
        ----------
        module_name : str
            This has been embedded in the src_code.
        src_code
            A complete c or c++ source listing for the module.
        location
            A pre-existing filesystem directory where the cpp file and .so will
            be written.
        include_dirs
            A list of include directory names (each gets prefixed with -I).
        lib_dirs
            A list of library search path directory names (each gets prefixed
            with -L).
        libs
            A list of libraries to link with (each gets prefixed with -l).
        preargs
            A list of extra compiler arguments.
        py_module
            If False, compile to a shared library, but do not import it as a
            Python module.
        hide_symbols
            If True (the default) all symbols will be hidden from the library
            symbol table (which means that other objects can't use them).
    
        Returns
        -------
        object
            Dynamically-imported python module of the compiled code (unless
            py_module is False, in that case returns None).
    
        """
        # TODO: Do not do the dlimport in this function
    
        if not config.cxx:
            raise MissingGXX("g++ not available! We can't compile c code.")
    
        if include_dirs is None:
            include_dirs = []
        if lib_dirs is None:
            lib_dirs = []
        if libs is None:
            libs = []
        if preargs is None:
            preargs = []
    
        # Remove empty string directory
        include_dirs = [d for d in include_dirs if d]
        lib_dirs = [d for d in lib_dirs if d]
    
        include_dirs = include_dirs + std_include_dirs()
        libs = libs + std_libs()
        lib_dirs = lib_dirs + std_lib_dirs()
    
        cppfilename = os.path.join(location, "mod.cpp")
        with open(cppfilename, "w") as cppfile:
    
            _logger.debug(f"Writing module C++ code to {cppfilename}")
    
            cppfile.write(src_code)
            # Avoid gcc warning "no newline at end of file".
            if not src_code.endswith("\n"):
                cppfile.write("\n")
    
        if platform.python_implementation() == "PyPy":
            suffix = "." + get_lib_extension()
    
            dist_suffix = get_config_var("SO")
            if dist_suffix is not None and dist_suffix != "":
                suffix = dist_suffix
    
            filepath = f"{module_name}{suffix}"
        else:
            filepath = f"{module_name}.{get_lib_extension()}"
    
        lib_filename = os.path.join(location, filepath)
    
        _logger.debug(f"Generating shared lib {lib_filename}")
        cmd = [config.cxx, get_gcc_shared_library_arg(), "-g"]
    
        if config.cmodule__remove_gxx_opt:
            cmd.extend(p for p in preargs if not p.startswith("-O"))
        else:
            cmd.extend(preargs)
        # to support path that includes spaces, we need to wrap it with double quotes on Windows
        path_wrapper = '"' if os.name == "nt" else ""
        cmd.extend([f"-I{path_wrapper}{idir}{path_wrapper}" for idir in include_dirs])
        cmd.extend([f"-L{path_wrapper}{ldir}{path_wrapper}" for ldir in lib_dirs])
        if hide_symbols and sys.platform != "win32":
            # This has been available since gcc 4.0 so we suppose it
            # is always available. We pass it here since it
            # significantly reduces the size of the symbol table for
            # the objects we want to share. This in turns leads to
            # improved loading times on most platforms (win32 is
            # different, as usual).
            cmd.append("-fvisibility=hidden")
        cmd.extend(["-o", f"{path_wrapper}{lib_filename}{path_wrapper}"])
        cmd.append(f"{path_wrapper}{cppfilename}{path_wrapper}")
        cmd.extend(GCC_compiler.linking_patch(lib_dirs, libs))
        # print >> sys.stderr, 'COMPILING W CMD', cmd
        _logger.debug(f"Running cmd: {' '.join(cmd)}")
    
        def print_command_line_error():
            # Print command line when a problem occurred.
            print(
                ("Problem occurred during compilation with the command line below:"),
                file=sys.stderr,
            )
            print(" ".join(cmd), file=sys.stderr)
    
        try:
            p_out = output_subprocess_Popen(cmd)
            compile_stderr = p_out[1].decode()
        except Exception:
            # An exception can occur e.g. if `g++` is not found.
            print_command_line_error()
            raise
    
        status = p_out[2]
    
        if status:
            tf = tempfile.NamedTemporaryFile(
                mode="w", prefix="pytensor_compilation_error_", delete=False
            )
            # gcc put its messages to stderr, so we add ours now
            tf.write("===============================\n")
            for i, l in enumerate(src_code.split("\n")):
                tf.write(f"{i + 1}\t{l}\n")
            tf.write("===============================\n")
            tf.write(
                "Problem occurred during compilation with the command line below:\n"
            )
            tf.write(" ".join(cmd))
            # Print errors just below the command line.
            tf.write(compile_stderr)
            tf.close()
            print("\nYou can find the C code in this temporary file: " + tf.name)
            not_found_libraries = re.findall('-l["."-_a-zA-Z0-9]*', compile_stderr)
            for nf_lib in not_found_libraries:
                print("library " + nf_lib[2:] + " is not found.")
                if re.search('-lPYTHON["."0-9]*', nf_lib, re.IGNORECASE):
                    py_string = re.search(
                        '-lpython["."0-9]*', nf_lib, re.IGNORECASE
                    ).group()[8:]
                    if py_string != "":
                        print(
                            "Check if package python-dev "
                            + py_string
                            + " or python-devel "
                            + py_string
                            + " is installed."
                        )
                    else:
                        print(
                            "Check if package python-dev or python-devel is installed."
                        )
    
            # We replace '\n' by '. ' in the error message because when Python
            # prints the exception, having '\n' in the text makes it more
            # difficult to read.
            # compile_stderr = compile_stderr.replace("\n", ". ")
>           raise CompileError(
                f"Compilation failed (return status={status}):\n{' '.join(cmd)}\n{compile_stderr}"
E               pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/mod.cpp
E               In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/mod.cpp:1:
E               In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
E               /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
E               #include_next <stdlib.h>
E                             ^~~~~~~~~~
E               1 error generated.

/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py:2641: CompileError
----------------------------- Captured stdout call -----------------------------

You can find the C code in this temporary file: /var/folders/7v/d_f1zk9s1s368c_mndfk7vt00000gn/T/pytensor_compilation_error_wc_n_505
----------------------------- Captured stderr call -----------------------------
ERROR (pytensor.graph.rewriting.basic): Rewrite failure due to: constant_folding
ERROR (pytensor.graph.rewriting.basic): node: BroadcastTo(TensorConstant{0.1}, TensorConstant{2})
ERROR (pytensor.graph.rewriting.basic): TRACEBACK:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR (pytensor.graph.rewriting.basic): SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d1845d0>
ERROR (pytensor.graph.rewriting.basic): Traceback:
ERROR (pytensor.graph.rewriting.basic): Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


------------------------------ Captured log call -------------------------------
ERROR    pytensor.graph.rewriting.basic:basic.py:1768 Rewrite failure due to: constant_folding
ERROR    pytensor.graph.rewriting.basic:basic.py:1769 node: BroadcastTo(TensorConstant{0.1}, TensorConstant{2})
ERROR    pytensor.graph.rewriting.basic:basic.py:1770 TRACEBACK:
ERROR    pytensor.graph.rewriting.basic:basic.py:1771 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.


ERROR    pytensor.graph.rewriting.basic:basic.py:245 SequentialGraphRewriter apply <pytensor.graph.rewriting.basic.EquilibriumGraphRewriter object at 0x11d1845d0>
ERROR    pytensor.graph.rewriting.basic:basic.py:246 Traceback:
ERROR    pytensor.graph.rewriting.basic:basic.py:247 Traceback (most recent call last):
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 302, in apply
    sub_prof = rewriter.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2477, in apply
    sub_prof = grewrite.apply(fgraph)
               ^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 2051, in apply
    nb += self.process_node(fgraph, node)
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1936, in process_node
    self.failure_callback(
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1789, in warn_inplace
    return cls.warn(exc, nav, repl_pairs, node_rewriter, node)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1777, in warn
    raise exc
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1933, in process_node
    replacements = node_rewriter.transform(fgraph, node)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/graph/rewriting/basic.py", line 1092, in transform
    return self.fn(fgraph, node)
           ^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/tensor/rewriting/basic.py", line 1141, in constant_folding
    thunk = node.op.make_thunk(node, storage_map, compute_map, no_recycling=[])
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 131, in make_thunk
    return self.make_c_thunk(node, storage_map, compute_map, no_recycling)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/op.py", line 96, in make_c_thunk
    outputs = cl.make_thunk(
              ^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1202, in make_thunk
    cthunk, module, in_storage, out_storage, error_storage = self.__compile__(
                                                             ^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1122, in __compile__
    thunk, module = self.cthunk_factory(
                    ^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1647, in cthunk_factory
    module = cache.module_from_key(key=key, lnk=self)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 1231, in module_from_key
    module = lnk.compile_cmodule(location)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/basic.py", line 1546, in compile_cmodule
    module = c_compiler.compile_str(
             ^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/cmodule.py", line 2641, in compile_str
    raise CompileError(
pytensor.link.c.exceptions.CompileError: Compilation failed (return status=1):
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/clang++ -dynamiclib -g -O3 -fno-math-errno -Wno-unused-label -Wno-unused-variable -Wno-write-strings -Wno-c++11-narrowing -Wno-c++11-narrowing -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -DNPY_NO_DEPRECATED_API=NPY_1_7_API_VERSION -fPIC -undefined dynamic_lookup -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/numpy/core/include -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11 -I/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/link/c/c_code -L/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib -fvisibility=hidden -o /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/m6b747fa4bf948347ccf2944e211c6b14aa7d93353c7938995ad4cc23a0666368.so /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/mod.cpp
In file included from /Users/rodrigo/.pytensor/compiledir_macOS-12.6.3-arm64-arm-64bit-arm-3.11.0-64/tmp_l52v3ad/mod.cpp:1:
In file included from /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/include/python3.11/Python.h:23:
/opt/homebrew/Caskroom/miniforge/base/envs/pymc5/bin/../include/c++/v1/stdlib.h:93:15: fatal error: 'stdlib.h' file not found
#include_next <stdlib.h>
              ^~~~~~~~~~
1 error generated.
=============================== warnings summary ===============================
../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/sparse/basic.py:132
  /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pytensor/sparse/basic.py:132: DeprecationWarning: Please use `spmatrix` from the `scipy.sparse` namespace, the `scipy.sparse.base` namespace is deprecated.
    @_as_symbolic.register(scipy.sparse.base.spmatrix)

../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pkg_resources/__init__.py:2804
  /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pkg_resources/__init__.py:2804: DeprecationWarning: Deprecated call to `pkg_resources.declare_namespace('mpl_toolkits')`.
  Implementing implicit namespace packages (as specified in PEP 420) is preferred to `pkg_resources.declare_namespace`. See https://setuptools.pypa.io/en/latest/references/keywords.html#keyword-namespace-packages
    declare_namespace(pkg)

test_model.py::TestImputationMissingData::test_error_non_random_variable
  /opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/model.py:1400: ImputationWarning: Data in x contains missing values and will be automatically imputed from the sampling distribution.
    warnings.warn(impute_message, ImputationWarning)

-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html
=========================== short test summary info ============================
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestNested::test_nested_model_to_netcdf
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_missing_data
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_pytensor_switch_broadcast_edge_cases_1
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestValueGradFunction::test_pytensor_switch_broadcast_edge_cases_2
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_tempered_logp_dlogp
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_initial_point
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_point_logps
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestShapeEvaluation::test_eval_rv_shapes
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestCheckStartVals::test_valid_start_point
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestCheckStartVals::test_invalid_start_point
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_set_initval
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_datalogp_multiple_shapes
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_shapeerror_from_resize_immutable_dim_from_RV
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_add_named_variable_checks_dim_name
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_set_data_warns_on_resize_of_dims_defined_by_other_mutabledata
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_logp[True]
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_logp[False]
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_dlogp[True]
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_dlogp[False]
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_d2logp[True]
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_model_d2logp[False]
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::test_compile_fn
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestProfile::test_profile_model
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestProfile::test_profile_variable
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestProfile::test_profile_count
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_basic[masked]
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_basic[pandas]
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_with_predictors
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_dual_observations
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_interval_missing_observations
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_logp1
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_logp2
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_multivariate
FAILED ../../opt/homebrew/Caskroom/miniforge/base/envs/pymc5/lib/python3.11/site-packages/pymc/tests/test_model.py::TestImputationMissingData::test_missing_vector_parameter
============ 34 failed, 52 passed, 1 xfailed, 3 warnings in 28.47s =============