From 441828dc3a6dc47c549eacbdef058f593b18d438 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 11:49:22 +0000
Subject: [PATCH 01/22] update contributing

---
 .github/workflows/arviz_compat.yml | 11 +++++++--
 .github/workflows/pytest.yml       |  7 +++++-
 CONTRIBUTING.md                    | 37 +++++++++++-------------------
 environment-dev.yml                | 15 ------------
 4 files changed, 28 insertions(+), 42 deletions(-)

diff --git a/.github/workflows/arviz_compat.yml b/.github/workflows/arviz_compat.yml
index af5b31d5ee..49eb1ffb12 100644
--- a/.github/workflows/arviz_compat.yml
+++ b/.github/workflows/arviz_compat.yml
@@ -38,8 +38,15 @@ jobs:
           channel-priority: strict
           environment-file: environment-dev.yml
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
-      - run: |
+      - name: Install pymc3
+        run: |
           conda activate testenv
-          conda remove arviz -y
+          pip install -e .
+      - name: Install latest arviz
+        run: |
+          conda activate testenv
+          pip uninstall arviz -y
           pip install git+git://github.com/arviz-devs/arviz.git
+      - name: Run tests
+        run: |
           python -m pytest -vv --cov=pymc3 --cov-report=xml --cov-report term --durations=50 $TEST_SUBSET
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 1d88c2cd4d..92951235d4 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -78,7 +78,12 @@ jobs:
           channel-priority: strict
           environment-file: environment-dev.yml
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
-      - run: |
+      - name: Install-pymc3
+        run: |
+          conda activate testenv
+          pip install -e .
+      - name: Run tests
+        run: |
           conda activate testenv
           python -m pytest -vv --cov=pymc3 --cov-report=xml --cov-report term --durations=50 $TEST_SUBSET
       - name: Upload coverage to Codecov
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 1b905f6a30..c581369c9d 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -38,19 +38,27 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
 3. Create a ``feature`` branch to hold your development changes:
 
    ```bash
-   $ git checkout -b my-feature
+   $ git switch -c my-feature
    ```
 
    Always use a ``feature`` branch. It's good practice to never routinely work on the ``master`` branch of any repository.
 
-4. Project requirements are in ``requirements.txt``, and libraries used for development are in ``requirements-dev.txt``.  To set up a development environment, you may (probably in a [virtual environment](https://docs.python-guide.org/dev/virtualenvs/)) run:
+4. Project requirements are in ``requirements.txt``, and libraries used for development are in ``requirements-dev.txt``. The easiest (and recommended) way to set up a development environment is via [miniconda](https://docs.conda.io/en/latest/miniconda.html):
+
+  ```bash
+  $ conda env create -f environment-dev.yml
+  $ conda activate testenv
+  $ pip install -e .
+  ```
+
+  _Alternatively_ you may (probably in a [virtual environment](https://docs.python-guide.org/dev/virtualenvs/)) run:
 
    ```bash
-   $ pip install -r requirements.txt
+   $ pip install -e .
    $ pip install -r requirements-dev.txt
    ```
 
-Alternatively, there is a script to create a docker environment for development.  See: [Developing in Docker](#Developing-in-Docker).
+  Yet another alternative is to create a docker environment for development. See: [Developing in Docker](#Developing-in-Docker).
 
 5. Develop the feature on your feature branch. Add changed files using ``git add`` and then ``git commit`` files:
 
@@ -103,26 +111,7 @@ tools:
   $ pytest --cov=pymc3 pymc3/tests/<name of test>.py
   ```
 
-* No `pyflakes` warnings, check with:
-
-  ```bash
-  $ pip install pyflakes
-  $ pyflakes path/to/module.py
-  ```
-
-* No PEP8 warnings, check with:
-
-  ```bash
-  $ pip install pycodestyle
-  $ pycodestyle path/to/module.py
-  ```
-
-* AutoPEP8 can help you fix some of the easy redundant errors:
-
-  ```bash
-  $ pip install autopep8
-  $ autopep8 path/to/pep8.py
-  ```
+* No `pre-commit` errors: see the [Python code style](https://github.com/pymc-devs/pymc3/wiki/PyMC3-Python-Code-Style) and [Jupyter Notebook style](https://github.com/pymc-devs/pymc3/wiki/PyMC's-Jupyter-Notebook-Style) page from our Wiki on how to install and run it.
 
 ## Developing in Docker
 
diff --git a/environment-dev.yml b/environment-dev.yml
index c4ea7693cb..b968620b60 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -13,24 +13,9 @@ dependencies:
   - fastprogress>=0.2
   - h5py>=2.7
   - typing-extensions>=3.7
-  - bokeh>=0.12
-  - coverage>=5.1
-  - python-graphviz
   - ipython>=7.16
-  - nbsphinx>=0.4
-  - nose>=1.3
-  - nose-parameterized>=0.6
-  - numpydoc>=0.9
-  - pre-commit>=2.8.0
   - pytest-cov>=2.5
   - pytest>=3.0
-  - recommonmark>=0.4
-  - seaborn>=0.8
-  - sphinx-autobuild>=0.7
-  - sphinx>=1.5
-  - watermark
-  - parameterized
-  - ipywidgets
   - dataclasses  # python_version < 3.7
   - contextvars  # python_version < 3.7
   - mkl-service

From 34ea30806d4e9725444b3074e63ce6376597d852 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 12:20:56 +0000
Subject: [PATCH 02/22] rename

---
 .github/workflows/arviz_compat.yml | 6 +++---
 .github/workflows/pytest.yml       | 6 +++---
 CONTRIBUTING.md                    | 2 +-
 environment-dev.yml                | 2 +-
 4 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/arviz_compat.yml b/.github/workflows/arviz_compat.yml
index 49eb1ffb12..d67a461399 100644
--- a/.github/workflows/arviz_compat.yml
+++ b/.github/workflows/arviz_compat.yml
@@ -34,17 +34,17 @@ jobs:
             hashFiles('environment-dev.yml') }}
       - uses: conda-incubator/setup-miniconda@v2
         with:
-          activate-environment: testenv
+          activate-environment: pymc3-dev
           channel-priority: strict
           environment-file: environment-dev.yml
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
       - name: Install pymc3
         run: |
-          conda activate testenv
+          conda activate pymc3-dev
           pip install -e .
       - name: Install latest arviz
         run: |
-          conda activate testenv
+          conda activate pymc3-dev
           pip uninstall arviz -y
           pip install git+git://github.com/arviz-devs/arviz.git
       - name: Run tests
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 92951235d4..6c34b91299 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -74,17 +74,17 @@ jobs:
             hashFiles('environment-dev.yml') }}
       - uses: conda-incubator/setup-miniconda@v2
         with:
-          activate-environment: testenv
+          activate-environment: pymc3-dev
           channel-priority: strict
           environment-file: environment-dev.yml
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
       - name: Install-pymc3
         run: |
-          conda activate testenv
+          conda activate pymc3-dev
           pip install -e .
       - name: Run tests
         run: |
-          conda activate testenv
+          conda activate pymc3-dev
           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
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index c581369c9d..67d9d50d19 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -47,7 +47,7 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
 
   ```bash
   $ conda env create -f environment-dev.yml
-  $ conda activate testenv
+  $ conda activate pymc3-dev
   $ pip install -e .
   ```
 
diff --git a/environment-dev.yml b/environment-dev.yml
index b968620b60..7d3edf1ad0 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -1,4 +1,4 @@
-name: testenv
+name: pymc3-dev
 channels:
   - conda-forge
   - defaults

From 98a88a3f464be3f76a0f09e69ee15d69f710deef Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 12:29:58 +0000
Subject: [PATCH 03/22] put watermark back in (minimal impact anyway)

---
 environment-dev.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/environment-dev.yml b/environment-dev.yml
index 7d3edf1ad0..ccdf586110 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -21,3 +21,4 @@ dependencies:
   - mkl-service
   - dill
   - libblas=*=*mkl
+  - watermark

From d9d9bf079416abdae3e0221e7eb2eb30b0148404 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 13:19:16 +0000
Subject: [PATCH 04/22] keep graphviz in

---
 environment-dev.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/environment-dev.yml b/environment-dev.yml
index ccdf586110..611d7b745e 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -13,12 +13,13 @@ dependencies:
   - fastprogress>=0.2
   - h5py>=2.7
   - typing-extensions>=3.7
+  - python-graphviz
   - ipython>=7.16
   - pytest-cov>=2.5
   - pytest>=3.0
+  - watermark
   - dataclasses  # python_version < 3.7
   - contextvars  # python_version < 3.7
   - mkl-service
   - dill
   - libblas=*=*mkl
-  - watermark

From 1f772c239dfcd8bf7dd77d04ce7f8ac9a81dff73 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 13:24:56 +0000
Subject: [PATCH 05/22] failfast

---
 .github/workflows/arviz_compat.yml | 1 +
 .github/workflows/pytest.yml       | 1 +
 pymc3/tests/test_sampling.py       | 4 ++++
 3 files changed, 6 insertions(+)

diff --git a/.github/workflows/arviz_compat.yml b/.github/workflows/arviz_compat.yml
index d67a461399..c1b0091ad8 100644
--- a/.github/workflows/arviz_compat.yml
+++ b/.github/workflows/arviz_compat.yml
@@ -14,6 +14,7 @@ jobs:
         floatx: [float64]
         test-subset:
           - pymc3/tests/test_sampling.py
+      fail-fast: false
     runs-on: ${{ matrix.os }}
     env:
       TEST_SUBSET: ${{ matrix.test-subset }}
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 6c34b91299..ddd31c787b 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -54,6 +54,7 @@ jobs:
             pymc3/tests/test_distributions.py
             pymc3/tests/test_gp.py
             pymc3/tests/test_sampling.py
+      fail-fast: false
     runs-on: ${{ matrix.os }}
     env:
       TEST_SUBSET: ${{ matrix.test-subset }}
diff --git a/pymc3/tests/test_sampling.py b/pymc3/tests/test_sampling.py
index 2185542f17..5b9c452bab 100644
--- a/pymc3/tests/test_sampling.py
+++ b/pymc3/tests/test_sampling.py
@@ -30,6 +30,10 @@
 import pytest
 
 
+def test_failure():
+    raise
+
+
 @pytest.mark.xfail(condition=(theano.config.floatX == "float32"), reason="Fails on float32")
 @pytest.mark.xfail(condition=(theano.config.floatX == "float32"), reason="Fails on float32")
 class TestSample(SeededTest):

From aea778ea4252324f5865fb338c9227fcd64e0c6d Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 13:58:20 +0000
Subject: [PATCH 06/22] add failing test

---
 CONTRIBUTING.md              | 3 ++-
 environment-dev.yml          | 1 -
 pymc3/tests/test_examples.py | 1 +
 pymc3/tests/test_sampling.py | 4 ----
 4 files changed, 3 insertions(+), 6 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 67d9d50d19..a5120641d4 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -46,7 +46,8 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
 4. Project requirements are in ``requirements.txt``, and libraries used for development are in ``requirements-dev.txt``. The easiest (and recommended) way to set up a development environment is via [miniconda](https://docs.conda.io/en/latest/miniconda.html):
 
   ```bash
-  $ conda env create -f environment-dev.yml
+  $ conda create -n pymc3-dev python=3.6  # check setup.py for which versions of Python you can use
+  $ conda env update -f environment-dev.yml
   $ conda activate pymc3-dev
   $ pip install -e .
   ```
diff --git a/environment-dev.yml b/environment-dev.yml
index 611d7b745e..1f2cbb686e 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -3,7 +3,6 @@ channels:
   - conda-forge
   - defaults
 dependencies:
-  - python>=3.6
   - arviz>=0.9
   - theano-pymc==1.0.11
   - numpy>=1.13
diff --git a/pymc3/tests/test_examples.py b/pymc3/tests/test_examples.py
index d31b2bfd3a..69aa1db585 100644
--- a/pymc3/tests/test_examples.py
+++ b/pymc3/tests/test_examples.py
@@ -70,6 +70,7 @@ def build_model(self):
         return model
 
     def test_run(self):
+        1 / 0
         model = self.build_model()
         with model:
             pm.sample(50, tune=50)
diff --git a/pymc3/tests/test_sampling.py b/pymc3/tests/test_sampling.py
index 5b9c452bab..2185542f17 100644
--- a/pymc3/tests/test_sampling.py
+++ b/pymc3/tests/test_sampling.py
@@ -30,10 +30,6 @@
 import pytest
 
 
-def test_failure():
-    raise
-
-
 @pytest.mark.xfail(condition=(theano.config.floatX == "float32"), reason="Fails on float32")
 @pytest.mark.xfail(condition=(theano.config.floatX == "float32"), reason="Fails on float32")
 class TestSample(SeededTest):

From 116e993ce08431bd4ba342319fa188518d5a06fa Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 14:18:16 +0000
Subject: [PATCH 07/22] fail fast

---
 .github/workflows/pytest.yml | 2 +-
 CONTRIBUTING.md              | 1 +
 2 files changed, 2 insertions(+), 1 deletion(-)

diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index ddd31c787b..10d06322fc 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -86,7 +86,7 @@ jobs:
       - name: Run tests
         run: |
           conda activate pymc3-dev
-          python -m pytest -vv --cov=pymc3 --cov-report=xml --cov-report term --durations=50 $TEST_SUBSET
+          python -m pytest -vv --cov=pymc3 --cov-report=xml --cov-report term --durations=50 $TEST_SUBSET -x
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v1
         with:
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index a5120641d4..20b4ff081f 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -47,6 +47,7 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
 
   ```bash
   $ conda create -n pymc3-dev python=3.6  # check setup.py for which versions of Python you can use
+  $ conda activate pymc3-dev
   $ conda env update -f environment-dev.yml
   $ conda activate pymc3-dev
   $ pip install -e .

From 11a048b245f2726cbd4d8a54fef58c6beeb1e714 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 14:27:58 +0000
Subject: [PATCH 08/22] don't fail a test on purpose

---
 pymc3/tests/test_examples.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/pymc3/tests/test_examples.py b/pymc3/tests/test_examples.py
index 69aa1db585..d31b2bfd3a 100644
--- a/pymc3/tests/test_examples.py
+++ b/pymc3/tests/test_examples.py
@@ -70,7 +70,6 @@ def build_model(self):
         return model
 
     def test_run(self):
-        1 / 0
         model = self.build_model()
         with model:
             pm.sample(50, tune=50)

From fe9350ba70724e0b5c451c732524a4a138144e98 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 14:30:22 +0000
Subject: [PATCH 09/22] indent

---
 CONTRIBUTING.md | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 20b4ff081f..4d2f706003 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -45,13 +45,13 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
 
 4. Project requirements are in ``requirements.txt``, and libraries used for development are in ``requirements-dev.txt``. The easiest (and recommended) way to set up a development environment is via [miniconda](https://docs.conda.io/en/latest/miniconda.html):
 
-  ```bash
-  $ conda create -n pymc3-dev python=3.6  # check setup.py for which versions of Python you can use
-  $ conda activate pymc3-dev
-  $ conda env update -f environment-dev.yml
-  $ conda activate pymc3-dev
-  $ pip install -e .
-  ```
+   ```bash
+   $ conda create -n pymc3-dev python=3.6  # check setup.py for which versions of Python you can use
+   $ conda activate pymc3-dev
+   $ conda env update -f environment-dev.yml
+   $ conda activate pymc3-dev
+   $ pip install -e .
+   ```
 
   _Alternatively_ you may (probably in a [virtual environment](https://docs.python-guide.org/dev/virtualenvs/)) run:
 

From 64712989f6b2bb947bb531c57350e84927e7e22f Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 14:31:12 +0000
Subject: [PATCH 10/22] indent

---
 CONTRIBUTING.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 4d2f706003..e123b706bb 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -53,14 +53,14 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
    $ pip install -e .
    ```
 
-  _Alternatively_ you may (probably in a [virtual environment](https://docs.python-guide.org/dev/virtualenvs/)) run:
+   _Alternatively_ you may (probably in a [virtual environment](https://docs.python-guide.org/dev/virtualenvs/)) run:
 
    ```bash
    $ pip install -e .
    $ pip install -r requirements-dev.txt
    ```
 
-  Yet another alternative is to create a docker environment for development. See: [Developing in Docker](#Developing-in-Docker).
+   Yet another alternative is to create a docker environment for development. See: [Developing in Docker](#Developing-in-Docker).
 
 5. Develop the feature on your feature branch. Add changed files using ``git add`` and then ``git commit`` files:
 

From f7db5dfd36f411ad09dcfc9183dff9f391ca6779 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 14:59:35 +0000
Subject: [PATCH 11/22] remove -x

---
 .github/workflows/pytest.yml | 2 +-
 environment-dev.yml          | 1 -
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 10d06322fc..ddd31c787b 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -86,7 +86,7 @@ jobs:
       - name: Run tests
         run: |
           conda activate pymc3-dev
-          python -m pytest -vv --cov=pymc3 --cov-report=xml --cov-report term --durations=50 $TEST_SUBSET -x
+          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
         with:
diff --git a/environment-dev.yml b/environment-dev.yml
index 1f2cbb686e..8d6b3618a3 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -8,7 +8,6 @@ dependencies:
   - numpy>=1.13
   - scipy>=0.18
   - pandas >=0.18
-  - patsy>=0.5
   - fastprogress>=0.2
   - h5py>=2.7
   - typing-extensions>=3.7

From ad6ffbaf31939a60828a64d06c948c2fcf69ee6d Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 15:00:22 +0000
Subject: [PATCH 12/22] remove arviz with conda

---
 .github/workflows/arviz_compat.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/arviz_compat.yml b/.github/workflows/arviz_compat.yml
index c1b0091ad8..5f697f56f9 100644
--- a/.github/workflows/arviz_compat.yml
+++ b/.github/workflows/arviz_compat.yml
@@ -46,7 +46,7 @@ jobs:
       - name: Install latest arviz
         run: |
           conda activate pymc3-dev
-          pip uninstall arviz -y
+          conda remove arviz -y
           pip install git+git://github.com/arviz-devs/arviz.git
       - name: Run tests
         run: |

From 6fe30d003e3652f565bde01d24dfc5929c7ab0d0 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 15:01:35 +0000
Subject: [PATCH 13/22] dont remove patsy

---
 environment-dev.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/environment-dev.yml b/environment-dev.yml
index 8d6b3618a3..1f2cbb686e 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -8,6 +8,7 @@ dependencies:
   - numpy>=1.13
   - scipy>=0.18
   - pandas >=0.18
+  - patsy>=0.5
   - fastprogress>=0.2
   - h5py>=2.7
   - typing-extensions>=3.7

From df6bd8675d04fb8adb9f3c4788ae96a729decc51 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 15:24:29 +0000
Subject: [PATCH 14/22] try using python version correctly

---
 .github/workflows/arviz_compat.yml |  2 ++
 .github/workflows/pytest.yml       |  3 +++
 CONTRIBUTING.md                    | 12 ++++++++++++
 environment-dev.yml                |  2 --
 4 files changed, 17 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/arviz_compat.yml b/.github/workflows/arviz_compat.yml
index 5f697f56f9..ec6e9ec053 100644
--- a/.github/workflows/arviz_compat.yml
+++ b/.github/workflows/arviz_compat.yml
@@ -39,10 +39,12 @@ jobs:
           channel-priority: strict
           environment-file: environment-dev.yml
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
+          python-version: ${{ matrix.python-version }}
       - name: Install pymc3
         run: |
           conda activate pymc3-dev
           pip install -e .
+          python --version
       - name: Install latest arviz
         run: |
           conda activate pymc3-dev
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index ddd31c787b..8bfe1ce5a9 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -79,10 +79,13 @@ jobs:
           channel-priority: strict
           environment-file: environment-dev.yml
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
+          python-version: ${{ matrix.python-version }}
       - name: Install-pymc3
         run: |
           conda activate pymc3-dev
+          conda install -c conda-forge dataclasses contextvars
           pip install -e .
+          python --version
       - name: Run tests
         run: |
           conda activate pymc3-dev
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index e123b706bb..1c39450114 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -53,6 +53,12 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
    $ pip install -e .
    ```
 
+   If you use Python3.6, you will also need to install `dataclasses` and `contextvars`:
+
+   ```bash
+   conda install -c conda-forge dataclasses contextvars
+   ```
+
    _Alternatively_ you may (probably in a [virtual environment](https://docs.python-guide.org/dev/virtualenvs/)) run:
 
    ```bash
@@ -60,6 +66,12 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
    $ pip install -r requirements-dev.txt
    ```
 
+   If you use Python3.6, you will still need to install `dataclasses` and `contextvars`:
+
+   ```bash
+   pip install dataclasses contextvars
+   ```
+
    Yet another alternative is to create a docker environment for development. See: [Developing in Docker](#Developing-in-Docker).
 
 5. Develop the feature on your feature branch. Add changed files using ``git add`` and then ``git commit`` files:
diff --git a/environment-dev.yml b/environment-dev.yml
index 1f2cbb686e..888ab86085 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -17,8 +17,6 @@ dependencies:
   - pytest-cov>=2.5
   - pytest>=3.0
   - watermark
-  - dataclasses  # python_version < 3.7
-  - contextvars  # python_version < 3.7
   - mkl-service
   - dill
   - libblas=*=*mkl

From 337d43909737800a97db87c2a1e70d1db8cf9118 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 16:00:42 +0000
Subject: [PATCH 15/22] move non-theano non-optional dependencies out of
 environment-dev.yml

---
 .github/workflows/arviz_compat.yml | 1 +
 .github/workflows/pytest.yml       | 3 ++-
 environment-dev.yml                | 7 -------
 3 files changed, 3 insertions(+), 8 deletions(-)

diff --git a/.github/workflows/arviz_compat.yml b/.github/workflows/arviz_compat.yml
index ec6e9ec053..62f0337144 100644
--- a/.github/workflows/arviz_compat.yml
+++ b/.github/workflows/arviz_compat.yml
@@ -35,6 +35,7 @@ jobs:
             hashFiles('environment-dev.yml') }}
       - uses: conda-incubator/setup-miniconda@v2
         with:
+          auto-update-conda: true
           activate-environment: pymc3-dev
           channel-priority: strict
           environment-file: environment-dev.yml
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 8bfe1ce5a9..4401df6284 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -75,6 +75,7 @@ jobs:
             hashFiles('environment-dev.yml') }}
       - uses: conda-incubator/setup-miniconda@v2
         with:
+          auto-update-conda: true
           activate-environment: pymc3-dev
           channel-priority: strict
           environment-file: environment-dev.yml
@@ -83,7 +84,7 @@ jobs:
       - name: Install-pymc3
         run: |
           conda activate pymc3-dev
-          conda install -c conda-forge dataclasses contextvars
+          pip install dataclasses contextvars
           pip install -e .
           python --version
       - name: Run tests
diff --git a/environment-dev.yml b/environment-dev.yml
index 888ab86085..a4a4b449b4 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -3,20 +3,13 @@ channels:
   - conda-forge
   - defaults
 dependencies:
-  - 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
   - pytest-cov>=2.5
   - pytest>=3.0
   - watermark
   - mkl-service
-  - dill
   - libblas=*=*mkl

From c895d32a909dcafb590ddde31a992e8a9c5391da Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 16:14:07 +0000
Subject: [PATCH 16/22] keep python in environment-dev.yml, that's a separate
 issue

---
 .github/workflows/arviz_compat.yml |  4 ----
 .github/workflows/pytest.yml       |  5 -----
 CONTRIBUTING.md                    | 16 +---------------
 environment-dev.yml                | 11 ++++++++++-
 4 files changed, 11 insertions(+), 25 deletions(-)

diff --git a/.github/workflows/arviz_compat.yml b/.github/workflows/arviz_compat.yml
index 62f0337144..99bbe970bf 100644
--- a/.github/workflows/arviz_compat.yml
+++ b/.github/workflows/arviz_compat.yml
@@ -9,7 +9,6 @@ jobs:
   pytest:
     strategy:
       matrix:
-        python-version: ["3.8"]
         os: [ubuntu-18.04]
         floatx: [float64]
         test-subset:
@@ -35,17 +34,14 @@ jobs:
             hashFiles('environment-dev.yml') }}
       - uses: conda-incubator/setup-miniconda@v2
         with:
-          auto-update-conda: true
           activate-environment: pymc3-dev
           channel-priority: strict
           environment-file: environment-dev.yml
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
-          python-version: ${{ matrix.python-version }}
       - name: Install pymc3
         run: |
           conda activate pymc3-dev
           pip install -e .
-          python --version
       - name: Install latest arviz
         run: |
           conda activate pymc3-dev
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 4401df6284..afc7d66b12 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -9,7 +9,6 @@ jobs:
   pytest:
     strategy:
       matrix:
-        python-version: ["3.6"]
         os: [ubuntu-18.04]
         floatx: [float32, float64]
         test-subset:
@@ -75,18 +74,14 @@ jobs:
             hashFiles('environment-dev.yml') }}
       - uses: conda-incubator/setup-miniconda@v2
         with:
-          auto-update-conda: true
           activate-environment: pymc3-dev
           channel-priority: strict
           environment-file: environment-dev.yml
           use-only-tar-bz2: true # IMPORTANT: This needs to be set for caching to work properly!
-          python-version: ${{ matrix.python-version }}
       - name: Install-pymc3
         run: |
           conda activate pymc3-dev
-          pip install dataclasses contextvars
           pip install -e .
-          python --version
       - name: Run tests
         run: |
           conda activate pymc3-dev
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 1c39450114..f3017dcfa1 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -46,19 +46,11 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
 4. Project requirements are in ``requirements.txt``, and libraries used for development are in ``requirements-dev.txt``. The easiest (and recommended) way to set up a development environment is via [miniconda](https://docs.conda.io/en/latest/miniconda.html):
 
    ```bash
-   $ conda create -n pymc3-dev python=3.6  # check setup.py for which versions of Python you can use
-   $ conda activate pymc3-dev
-   $ conda env update -f environment-dev.yml
+   $ conda env create -f environment-dev.yml
    $ conda activate pymc3-dev
    $ pip install -e .
    ```
 
-   If you use Python3.6, you will also need to install `dataclasses` and `contextvars`:
-
-   ```bash
-   conda install -c conda-forge dataclasses contextvars
-   ```
-
    _Alternatively_ you may (probably in a [virtual environment](https://docs.python-guide.org/dev/virtualenvs/)) run:
 
    ```bash
@@ -66,12 +58,6 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
    $ pip install -r requirements-dev.txt
    ```
 
-   If you use Python3.6, you will still need to install `dataclasses` and `contextvars`:
-
-   ```bash
-   pip install dataclasses contextvars
-   ```
-
    Yet another alternative is to create a docker environment for development. See: [Developing in Docker](#Developing-in-Docker).
 
 5. Develop the feature on your feature branch. Add changed files using ``git add`` and then ``git commit`` files:
diff --git a/environment-dev.yml b/environment-dev.yml
index a4a4b449b4..9d78f31b3c 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -3,13 +3,22 @@ channels:
   - conda-forge
   - defaults
 dependencies:
+  - python3.6
+  - arviz>=0.9
   - theano-pymc==1.0.11
-  - patsy>=0.5
+  - numpy>=1.13
+  - scipy>=0.18
+  - pandas >=0.18
+  - fastprogress>=0.2
   - h5py>=2.7
+  - typing-extensions>=3.7
   - python-graphviz
   - ipython>=7.16
   - pytest-cov>=2.5
   - pytest>=3.0
   - watermark
+  - dataclasses  # python_version < 3.7
+  - contextvars  # python_version < 3.7
   - mkl-service
+  - dill
   - libblas=*=*mkl

From eb4749551fa6c2990e8ac982c46ecb99ab2bf936 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 16:16:03 +0000
Subject: [PATCH 17/22] typo

---
 environment-dev.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/environment-dev.yml b/environment-dev.yml
index 9d78f31b3c..8e8edc2ef0 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -3,7 +3,7 @@ channels:
   - conda-forge
   - defaults
 dependencies:
-  - python3.6
+  - python=3.6
   - arviz>=0.9
   - theano-pymc==1.0.11
   - numpy>=1.13

From d7bf529126e9576c47e4b25409ce387003d50834 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Mon, 30 Nov 2020 16:43:59 +0000
Subject: [PATCH 18/22] put patsy back; final commit?

---
 environment-dev.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/environment-dev.yml b/environment-dev.yml
index 8e8edc2ef0..c78b1460af 100644
--- a/environment-dev.yml
+++ b/environment-dev.yml
@@ -8,7 +8,8 @@ dependencies:
   - theano-pymc==1.0.11
   - numpy>=1.13
   - scipy>=0.18
-  - pandas >=0.18
+  - pandas>=0.18
+  - patsy>=0.5
   - fastprogress>=0.2
   - h5py>=2.7
   - typing-extensions>=3.7

From abe5c3f15f9a32113fc71dc16608d166bbc70ae4 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Tue, 1 Dec 2020 09:20:09 +0000
Subject: [PATCH 19/22] make separate env files

---
 .github/workflows/arviz_compat.yml  | 13 ++++++------
 .github/workflows/pytest.yml        | 12 +++++------
 conda-envs/environment-dev-py36.yml | 31 +++++++++++++++++++++++++++++
 conda-envs/environment-dev-py37.yml | 29 +++++++++++++++++++++++++++
 conda-envs/environment-dev-py38.yml | 29 +++++++++++++++++++++++++++
 5 files changed, 102 insertions(+), 12 deletions(-)
 create mode 100644 conda-envs/environment-dev-py36.yml
 create mode 100644 conda-envs/environment-dev-py37.yml
 create mode 100644 conda-envs/environment-dev-py38.yml

diff --git a/.github/workflows/arviz_compat.yml b/.github/workflows/arviz_compat.yml
index 99bbe970bf..be5450e003 100644
--- a/.github/workflows/arviz_compat.yml
+++ b/.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
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index afc7d66b12..5e7866abac 100644
--- a/.github/workflows/pytest.yml
+++ b/.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
diff --git a/conda-envs/environment-dev-py36.yml b/conda-envs/environment-dev-py36.yml
new file mode 100644
index 0000000000..77c11267a2
--- /dev/null
+++ b/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
diff --git a/conda-envs/environment-dev-py37.yml b/conda-envs/environment-dev-py37.yml
new file mode 100644
index 0000000000..17bd6a90a1
--- /dev/null
+++ b/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
diff --git a/conda-envs/environment-dev-py38.yml b/conda-envs/environment-dev-py38.yml
new file mode 100644
index 0000000000..2eac820ced
--- /dev/null
+++ b/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

From 72f8e08b6b1c6a3f7d1ac87774d4b939fabc63c6 Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Tue, 1 Dec 2020 09:23:03 +0000
Subject: [PATCH 20/22] show python version

---
 .github/workflows/pytest.yml |  1 +
 CONTRIBUTING.md              |  2 +-
 environment-dev.yml          | 25 -------------------------
 3 files changed, 2 insertions(+), 26 deletions(-)
 delete mode 100644 environment-dev.yml

diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 5e7866abac..5a7433e428 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -82,6 +82,7 @@ jobs:
         run: |
           conda activate pymc3-dev-py36
           pip install -e .
+          python --version
       - name: Run tests
         run: |
           conda activate pymc3-dev-py36
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index f3017dcfa1..9d77bbaf21 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -46,7 +46,7 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
 4. Project requirements are in ``requirements.txt``, and libraries used for development are in ``requirements-dev.txt``. The easiest (and recommended) way to set up a development environment is via [miniconda](https://docs.conda.io/en/latest/miniconda.html):
 
    ```bash
-   $ conda env create -f environment-dev.yml
+   $ conda env create -f conda-envs/environment-dev-py36.yml  # or py37 or py38
    $ conda activate pymc3-dev
    $ pip install -e .
    ```
diff --git a/environment-dev.yml b/environment-dev.yml
deleted file mode 100644
index c78b1460af..0000000000
--- a/environment-dev.yml
+++ /dev/null
@@ -1,25 +0,0 @@
-name: pymc3-dev
-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
-  - pytest-cov>=2.5
-  - pytest>=3.0
-  - watermark
-  - dataclasses  # python_version < 3.7
-  - contextvars  # python_version < 3.7
-  - mkl-service
-  - dill
-  - libblas=*=*mkl

From f4cd31941afd1d5cb133fdbd9398a1f601c4d8cb Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Tue, 1 Dec 2020 09:37:54 +0000
Subject: [PATCH 21/22] update env name in contributing.md

---
 CONTRIBUTING.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 9d77bbaf21..05173c1e97 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -47,7 +47,7 @@ The preferred workflow for contributing to PyMC3 is to fork the [GitHub reposito
 
    ```bash
    $ conda env create -f conda-envs/environment-dev-py36.yml  # or py37 or py38
-   $ conda activate pymc3-dev
+   $ conda activate pymc3-dev-py36
    $ pip install -e .
    ```
 

From 9ada7167efbbfbcad39e01241ec6864326d3116f Mon Sep 17 00:00:00 2001
From: MarcoGorelli <m.e.gorelli@gmail.com>
Date: Tue, 1 Dec 2020 10:14:16 +0000
Subject: [PATCH 22/22] redistribute tests

---
 .github/workflows/pytest.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 5a7433e428..eeeb5c322f 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -35,7 +35,6 @@ jobs:
             pymc3/tests/test_dist_math.py
             pymc3/tests/test_distribution_defaults.py
             pymc3/tests/test_distributions_random.py
-            pymc3/tests/test_distributions_timeseries.py
             pymc3/tests/test_parallel_sampling.py
             pymc3/tests/test_random.py
             pymc3/tests/test_shared.py
@@ -46,6 +45,7 @@ jobs:
             pymc3/tests/test_posteriors.py
             pymc3/tests/test_quadpotential.py
           - |
+            pymc3/tests/test_distributions_timeseries.py
             pymc3/tests/test_shape_handling.py
             pymc3/tests/test_updates.py
             pymc3/tests/test_variational_inference.py