Dev

.github/ISSUE_TEMPLATE/bug_report.yml

@@ -61,4 +61,4 @@ body:
       label: Existing GitHub issues
       options:
         - label: I have searched existing GitHub issues to make sure the issue does not already exist.
-          required: true
+          required: true

.github/ISSUE_TEMPLATE/feature_request.yml

@@ -41,4 +41,4 @@ body:
     attributes:
       label: Additional information
       description: |
-        Please provide any additional information here. Include potential alternative solutions, or workarounds, as well as references, if any.
+        Please provide any additional information here. Include potential alternative solutions, or workarounds, as well as references, if any.

.github/pull_request_template.md

@@ -17,6 +17,9 @@ Please complete the following checklist when submitting a PR. The PR will not be
 
 - [ ] The code is formatted using Black.
       You can do this by running `black src tests`.
+- 
+- [ ] The imports are sorted using isort.
+      You can do this by running `isort src tests`.
 
 - [ ] The code is type-checked using Mypy.
       You can do this by running `mypy src tests`.

.github/workflows/tests.yml

@@ -38,14 +38,15 @@ jobs:
       run: |
         . ./venv/bin/activate
         black src tests --check --diff
+        isort src tests --check-only --diff
     - name: Test Typing
       run: |
         . ./venv/bin/activate
         mypy src tests
     - name: Test Notebooks
       run: |
         . ./venv/bin/activate
-        pytest --nbmake notebooks --nbmake-timeout=600  # 10 minutes timeout
+        pytest --nbmake notebooks -n=auto --nbmake-kernel=python3 --nbmake-timeout=600  # 10 minutes timeout
 
     - name: Test Unittests with pytest
       run: |

pyproject.toml

@@ -62,6 +62,8 @@ nbmake = "^1.5.5"
 wheel = "^0.45.1"
 build = "^1.2.2.post1"
 twine = "^6.1.0"
+pytest-xdist = "^3.7.0"
+isort = "^6.0.1"
 
 
 [tool.poetry.group.docs.dependencies]

run_pytests.py

@@ -70,6 +70,7 @@ def main():
         f"--cov-report={args.cov_report}",
         f"--cov-report=term-missing",
         f"--durations={args.durations}",
+        f"-n=auto",
     ]
     pytest.main(pytest_main_args, plugins=[json_plugin])
     json_path = os.path.join(args.tests_folder, ".tmp", f"tests_report_rn{configs.N_RANDOM_TESTS_PER_CASE}.json")

tests/__init__.py

@@ -1,5 +1,6 @@
-import pytest
 import numpy as np
+import pytest
+
 from .configs import TEST_SEED
 
 np.random.seed(TEST_SEED)

tests/conftest.py

@@ -1,4 +1,5 @@
 import pytest
+
 from .configs import RUN_SLOW_TESTS
 
 RUN_SLOW_ARG_NAME = "run_slow"

tests/test_dummy.py

@@ -1,9 +1,10 @@
 import argparse
+import runpy
 
 import pytest
+
 import python_template
-from python_template.__main__ import main, get_args_parser
-import runpy
+from python_template.__main__ import get_args_parser, main
 
 
 @pytest.mark.parametrize("dummy", list(range(10)))