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Use mock sampling in statespace tests #518

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Jun 13, 2025
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Use mock sampling in statespace tests #518

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7 changes: 5 additions & 2 deletions tests/statespace/core/test_statespace_JAX.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@
import pytest

from pymc.model.transform.optimization import freeze_dims_and_data
from pymc.testing import mock_sample_setup_and_teardown

from pymc_extras.statespace.utils.constants import (
FILTER_OUTPUT_NAMES,
Expand All @@ -30,6 +31,8 @@
nile = load_nile_test_data()
ALL_SAMPLE_OUTPUTS = MATRIX_NAMES + FILTER_OUTPUT_NAMES + SMOOTHER_OUTPUT_NAMES

mock_pymc_sample = pytest.fixture(scope="session")(mock_sample_setup_and_teardown)


@pytest.fixture(scope="session")
def pymc_mod(ss_mod):
Expand Down Expand Up @@ -66,7 +69,7 @@ def exog_pymc_mod(exog_ss_mod, rng):


@pytest.fixture(scope="session")
def idata(pymc_mod, rng):
def idata(pymc_mod, rng, mock_pymc_sample):
with warnings.catch_warnings():
warnings.simplefilter("ignore")
with pymc_mod:
Expand All @@ -88,7 +91,7 @@ def idata(pymc_mod, rng):


@pytest.fixture(scope="session")
def idata_exog(exog_pymc_mod, rng):
def idata_exog(exog_pymc_mod, rng, mock_pymc_sample):
with warnings.catch_warnings():
warnings.simplefilter("ignore")

Expand Down