make separate env files

Author: MarcoGorelli

.github/workflows/arviz_compat.yml

@@ -26,25 +26,26 @@ jobs:
       - name: Cache conda
         uses: actions/cache@v1
         env:
-          # Increase this value to reset cache if environment-dev.yml has not changed
+          # Increase this value to reset cache if environment-dev-py38.yml has not changed
           CACHE_NUMBER: 0
         with:
           path: ~/conda_pkgs_dir
           key: ${{ runner.os }}-conda-${{ env.CACHE_NUMBER }}-${{
-            hashFiles('environment-dev.yml') }}
+            hashFiles('conda-envs/environment-dev-py38.yml') }}
       - uses: conda-incubator/setup-miniconda@v2
         with:
-          activate-environment: pymc3-dev
+          activate-environment: pymc3-dev-py38
           channel-priority: strict
-          environment-file: environment-dev.yml
+          environment-file: conda-envs/environment-dev-py38.yml
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
       - name: Install pymc3
         run: |
-          conda activate pymc3-dev
+          conda activate pymc3-dev-py38
           pip install -e .
+          python --version
       - name: Install latest arviz
         run: |
-          conda activate pymc3-dev
+          conda activate pymc3-dev-py38
           conda remove arviz -y
           pip install git+git://github.com/arviz-devs/arviz.git
       - name: Run tests

.github/workflows/pytest.yml

@@ -66,25 +66,25 @@ jobs:
       - name: Cache conda
         uses: actions/cache@v1
         env:
-          # Increase this value to reset cache if environment-dev.yml has not changed
+          # Increase this value to reset cache if environment-dev-py36.yml has not changed
           CACHE_NUMBER: 0
         with:
           path: ~/conda_pkgs_dir
           key: ${{ runner.os }}-conda-${{ env.CACHE_NUMBER }}-${{
-            hashFiles('environment-dev.yml') }}
+            hashFiles('conda-envs/environment-dev-py36.yml') }}
       - uses: conda-incubator/setup-miniconda@v2
         with:
-          activate-environment: pymc3-dev
+          activate-environment: pymc3-dev-py36
           channel-priority: strict
-          environment-file: environment-dev.yml
+          environment-file: conda-envs/environment-dev-py36.yml
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
       - name: Install-pymc3
         run: |
-          conda activate pymc3-dev
+          conda activate pymc3-dev-py36
           pip install -e .
       - name: Run tests
         run: |
-          conda activate pymc3-dev
+          conda activate pymc3-dev-py36
           python -m pytest -vv --cov=pymc3 --cov-report=xml --cov-report term --durations=50 $TEST_SUBSET
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v1

conda-envs/environment-dev-py36.yml

@@ -0,0 +1,31 @@
+name: pymc3-dev-py36
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python=3.6
+  - arviz>=0.9
+  - theano-pymc==1.0.11
+  - numpy>=1.13
+  - scipy>=0.18
+  - pandas>=0.18
+  - patsy>=0.5
+  - fastprogress>=0.2
+  - h5py>=2.7
+  - typing-extensions>=3.7
+  - python-graphviz
+  - ipython>=7.16
+  - nbsphinx>=0.4
+  - numpydoc>=0.9
+  - pre-commit>=2.8.0
+  - pytest-cov>=2.5
+  - pytest>=3.0
+  - recommonmark>=0.4
+  - sphinx-autobuild>=0.7
+  - sphinx>=1.5
+  - watermark
+  - dataclasses  # python_version < 3.7
+  - contextvars  # python_version < 3.7
+  - mkl-service
+  - dill
+  - libblas=*=*mkl

conda-envs/environment-dev-py37.yml

@@ -0,0 +1,29 @@
+name: pymc3-dev-py37
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python=3.7
+  - arviz>=0.9
+  - theano-pymc==1.0.11
+  - numpy>=1.13
+  - scipy>=0.18
+  - pandas>=0.18
+  - patsy>=0.5
+  - fastprogress>=0.2
+  - h5py>=2.7
+  - typing-extensions>=3.7
+  - python-graphviz
+  - ipython>=7.16
+  - nbsphinx>=0.4
+  - numpydoc>=0.9
+  - pre-commit>=2.8.0
+  - pytest-cov>=2.5
+  - pytest>=3.0
+  - recommonmark>=0.4
+  - sphinx-autobuild>=0.7
+  - sphinx>=1.5
+  - watermark
+  - mkl-service
+  - dill
+  - libblas=*=*mkl

conda-envs/environment-dev-py38.yml

@@ -0,0 +1,29 @@
+name: pymc3-dev-py38
+channels:
+  - conda-forge
+  - defaults
+dependencies:
+  - python=3.8
+  - arviz>=0.9
+  - theano-pymc==1.0.11
+  - numpy>=1.13
+  - scipy>=0.18
+  - pandas>=0.18
+  - patsy>=0.5
+  - fastprogress>=0.2
+  - h5py>=2.7
+  - typing-extensions>=3.7
+  - python-graphviz
+  - ipython>=7.16
+  - nbsphinx>=0.4
+  - numpydoc>=0.9
+  - pre-commit>=2.8.0
+  - pytest-cov>=2.5
+  - pytest>=3.0
+  - recommonmark>=0.4
+  - sphinx-autobuild>=0.7
+  - sphinx>=1.5
+  - watermark
+  - mkl-service
+  - dill
+  - libblas=*=*mkl