Bump Aesara to 2.7.5, aeppl to 0.0.32, update tests for aeppl (#5955)

* Bump Aesara to v2.7.5

* Bump aeppl to v0.0.32

* Revert warn_missing_rvs to default value of True

See #5955 (comment)

This adapts to the change in behavior introduced in
aesara-devs/aeppl#151.

.pre-commit-config.yaml

@@ -26,8 +26,8 @@ repos:
       - types-filelock
       - types-setuptools
       - arviz
-      - aesara==2.7.3
-      - aeppl==0.0.31
+      - aesara==2.7.5
+      - aeppl==0.0.32
       always_run: true
       require_serial: true
       pass_filenames: false

conda-envs/environment-dev.yml

@@ -5,8 +5,8 @@ channels:
 - defaults
 dependencies:
 # Base dependencies
-- aeppl=0.0.31
-- aesara=2.7.4
+- aeppl=0.0.32
+- aesara=2.7.5
 - arviz>=0.12.0
 - blas
 - cachetools>=4.2.1

conda-envs/environment-test.yml

@@ -5,8 +5,8 @@ channels:
 - defaults
 dependencies:
 # Base dependencies
-- aeppl=0.0.31
-- aesara=2.7.4
+- aeppl=0.0.32
+- aesara=2.7.5
 - arviz>=0.12.0
 - blas
 - cachetools>=4.2.1

conda-envs/windows-environment-dev.yml

@@ -5,8 +5,8 @@ channels:
 - defaults
 dependencies:
 # Base dependencies (see install guide for Windows)
-- aeppl=0.0.31
-- aesara=2.7.4
+- aeppl=0.0.32
+- aesara=2.7.5
 - arviz>=0.12.0
 - blas
 - cachetools>=4.2.1

conda-envs/windows-environment-test.yml

@@ -5,8 +5,8 @@ channels:
 - defaults
 dependencies:
 # Base dependencies (see install guide for Windows)
-- aeppl=0.0.31
-- aesara=2.7.4
+- aeppl=0.0.32
+- aesara=2.7.5
 - arviz>=0.12.0
 - blas
 - cachetools>=4.2.1

pymc/distributions/logprob.py

@@ -236,7 +236,6 @@ def joint_logp(
         tmp_rvs_to_values,
         extra_rewrites=transform_opt,
         use_jacobian=jacobian,
-        warn_missing_rvs=False,
         **kwargs,
     )
 

pymc/tests/test_logprob.py

@@ -11,6 +11,8 @@
 #   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 #   See the License for the specific language governing permissions and
 #   limitations under the License.
+import warnings
+
 import aesara
 import aesara.tensor as at
 import numpy as np
@@ -333,11 +335,17 @@ def logp(value, x):
     with Model() as m:
         x = Normal.dist()
         y = DensityDist("y", x, logp=logp)
-    # Aeppl raises a KeyError when it finds an unexpected RV
-    with pytest.raises(KeyError):
-        joint_logp([y], {y: y.type()})
+    with pytest.warns(
+        UserWarning,
+        match="Found a random variable that was neither among the observations "
+        "nor the conditioned variables",
+    ):
+        assert joint_logp([y], {y: y.type()})
 
+    # The above warning should go away with ignore_logprob.
     with Model() as m:
         x = ignore_logprob(Normal.dist())
         y = DensityDist("y", x, logp=logp)
-    assert joint_logp([y], {y: y.type()})
+    with warnings.catch_warnings():
+        warnings.simplefilter("error")
+        assert joint_logp([y], {y: y.type()})

requirements-dev.txt

@@ -1,8 +1,8 @@
 # This file is auto-generated by scripts/generate_pip_deps_from_conda.py, do not modify.
 # See that file for comments about the need/usage of each dependency.
 
-aeppl==0.0.31
-aesara==2.7.4
+aeppl==0.0.32
+aesara==2.7.5
 arviz>=0.12.0
 cachetools>=4.2.1
 cloudpickle

requirements.txt

@@ -1,5 +1,5 @@
-aeppl==0.0.31
-aesara==2.7.4
+aeppl==0.0.32
+aesara==2.7.5
 arviz>=0.12.0
 cachetools>=4.2.1
 cloudpickle