update to use _moments (#34)

* update to use _moments

* update pymc

* update conda-envs

* pip install

* pip install

* pip install

* dll error

* dll error

* dll error

* dll error

Author: aloctavodia

.github/workflows/test.yml

@@ -93,12 +93,12 @@ jobs:
       - name: Cache conda
         uses: actions/cache@v1
         env:
-          # Increase this value to reset cache if conda-envs/environment-test-py39.yml has not changed
+          # Increase this value to reset cache if conda-envs/environment-test-py37.yml has not changed
           CACHE_NUMBER: 0
         with:
           path: ~/conda_pkgs_dir
           key: ${{ runner.os }}-conda-${{ env.CACHE_NUMBER }}-${{
-            hashFiles('conda-envs/windows-environment-test-py39.yml') }}
+            hashFiles('conda-envs/windows-environment-test-py37.yml') }}
       - name: Cache multiple paths
         uses: actions/cache@v2
         env:
@@ -116,21 +116,21 @@ jobs:
           miniforge-variant: Mambaforge
           miniforge-version: latest
           mamba-version: "*"
-          activate-environment: pymc-test-py39
+          activate-environment: pymc-test-py37
           channel-priority: strict
-          environment-file: conda-envs/windows-environment-test-py39.yml
+          environment-file: conda-envs/windows-environment-test-py37.yml
           use-mamba: true
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
       - name: Install-pymc
         run: |
-          conda activate pymc-test-py39
+          conda activate pymc-test-py37
           pip install -e .
           python --version
       - name: Run tests
         # This job uses a cmd shell, therefore the environment variable syntax is different!
         # The ">-" in the next line replaces newlines with spaces (see https://stackoverflow.com/a/66809682).
         run: >-
-          conda activate pymc-test-py39 &&
+          conda activate pymc-test-py37 &&
           python -m pytest -vv --cov=pymc_experimental --cov-append --cov-report=xml --cov-report term --durations=50 %TEST_SUBSET%
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v2

conda-envs/environment-test-py38.yml

@@ -3,8 +3,9 @@ channels:
 - conda-forge
 - defaults
 dependencies:
-- pymc>=4.0.0b1
 - pip
 - pytest-cov>=2.5
 - pytest>=3.0
 - python=3.8
+- pip:
+  - "git+https://github.com/pymc-devs/pymc.git@main"

conda-envs/environment-test-py39.yml

@@ -3,8 +3,9 @@ channels:
 - conda-forge
 - defaults
 dependencies:
-- pymc>=4.0.0b3
 - pip
 - pytest-cov>=2.5
 - pytest>=3.0
 - python=3.9
+- pip:
+  - "git+https://github.com/pymc-devs/pymc.git@main"

conda-envs/windows-environment-test-py37.yml

@@ -0,0 +1,11 @@
+name: pymc-test-py37
+channels:
+- conda-forge
+- defaults
+dependencies:
+- pip
+- pytest-cov>=2.5
+- pytest>=3.0
+- python=3.7
+- pip:
+  - "git+https://github.com/pymc-devs/pymc.git@main"

conda-envs/windows-environment-test-py39.yml

@@ -19,7 +19,7 @@
 from aesara.tensor.random.op import RandomVariable, default_supp_shape_from_params
 from pandas import DataFrame, Series
 
-from pymc.distributions.distribution import NoDistribution, _get_moment
+from pymc.distributions.distribution import NoDistribution, _moment
 
 __all__ = ["BART"]
 
@@ -109,7 +109,7 @@ def __new__(
 
         NoDistribution.register(BARTRV)
 
-        @_get_moment.register(BARTRV)
+        @_moment.register(BARTRV)
         def get_moment(rv, size, *rv_inputs):
             return cls.get_moment(rv, size, *rv_inputs)
 

pymc_experimental/bart/bart.py

@@ -64,7 +64,7 @@ def __init__(
         model=None,
     ):
         model = modelcontext(model)
-        initial_values = model.compute_initial_point()
+        initial_values = model.initial_point()
         if vars is None:
             vars = model.value_vars
         else:

pymc_experimental/bart/pgbart.py

@@ -1 +1 @@
-pymc>=4.0.0b4
+pymc>=4.0.0b6