Circular dependency fix

Author: fonnesbeck

pymc_extras/model/marginal/distributions.py

@@ -19,14 +19,6 @@
 from pymc_extras.distributions import DiscreteMarkovChain
 
 
-def get_support_axes(op) -> tuple[tuple[int, ...], ...]:
-    if hasattr(op, "support_axes"):
-        return op.support_axes
-    else:
-        # For vanilla RVs, the support axes are the last ndim_supp
-        return (tuple(range(-op.ndim_supp, 0)),)
-
-
 class MarginalRV(OpFromGraph, MeasurableOp):
     """Base class for Marginalized RVs"""
 
@@ -99,6 +91,7 @@ def reduce_batch_dependent_logps(
        as well as transpose the remaining axis of dep1 logp before adding the two element-wise.
 
     """
+    from pymc_extras.model.marginal.graph_analysis import get_support_axes
 
     reduced_logps = []
     for dependent_op, dependent_logp, dependent_dims_connection in zip(

pymc_extras/statespace/models/structural.py

@@ -1481,11 +1481,9 @@ def __init__(
             k_endog=k_endog,
             k_states=k_states,
             k_posdef=k_posdef,
-            state_names=self.state_names,
             measurement_error=False,
             combine_hidden_states=True,
-            exog_names=[f"data_{name}"],
-            obs_state_idxs=np.ones(k_states),
+            obs_state_idxs=obs_state_idx,
         )
 
     def make_symbolic_graph(self) -> None:

tests/statespace/utilities/test_helpers.py

@@ -10,7 +10,7 @@
 from pymc_extras.statespace.filters.kalman_smoother import KalmanSmoother
 from pymc_extras.statespace.utils.constants import (
     JITTER_DEFAULT,
-    LONG_MATRIX_NAMES,
+    MATRIX_NAMES,
     MISSING_FILL,
     SHORT_NAME_TO_LONG,
 )
@@ -210,7 +210,7 @@ def delete_rvs_from_model(rv_names: list[str]) -> None:
 
 
 def unpack_statespace(ssm):
-    return [ssm[SHORT_NAME_TO_LONG[x]] for x in LONG_MATRIX_NAMES]
+    return [ssm[SHORT_NAME_TO_LONG[x]] for x in MATRIX_NAMES]
 
 
 def unpack_symbolic_matrices_with_params(mod, param_dict, data_dict=None, mode="FAST_COMPILE"):