Add pre-commit hooks

.pre-commit-config.yaml

@@ -0,0 +1,98 @@
+repos:
+- repo: local
+  hooks:
+    - id: unnecessary_doctest_directives
+      name: Check for redundant doctest directives
+      description:
+        "Check for inline doctest directives that are specified globally through pyproject.toml"
+      types: [python]
+      entry: >
+        (?x)(
+          \+IGNORE_EXCEPTION_DETAIL|
+          \+NORMALIZE_WHITESPACE
+        )
+      language: pygrep
+
+- repo: https://github.com/psf/black
+  rev: 24.4.0
+  hooks:
+  - id: black
+    name: black
+    description: "Black: The uncompromising Python code formatter"
+    entry: black
+    language: python
+    language_version: python3
+    minimum_pre_commit_version: 2.9.2
+    require_serial: true
+    types_or: [python, pyi]
+  - id: black-jupyter
+    name: black-jupyter
+    description:
+      "Black: The uncompromising Python code formatter (with Jupyter Notebook support)"
+    entry: black
+    language: python
+    minimum_pre_commit_version: 2.9.2
+    require_serial: true
+    types_or: [python, pyi, jupyter]
+    additional_dependencies: [".[jupyter]"]
+
+- repo: https://github.com/keewis/blackdoc
+  rev: v0.3.9
+  hooks:
+  - id: blackdoc
+    description: "Black for doctests"
+    additional_dependencies: ["black==24.4.0"]
+  - id: blackdoc-autoupdate-black
+
+- repo: https://github.com/pycqa/flake8
+  rev: 7.0.0
+  hooks:
+  - id: flake8
+    additional_dependencies:
+    # - flake8-bugbear!=24.4.21
+    # - flake8-comprehensions
+    - flake8-simplify
+
+- repo: https://github.com/nbQA-dev/nbQA
+  rev: 1.8.5
+  hooks:
+    - id: nbqa-pyupgrade
+      args: ["--py310-plus"]
+    # - id: nbqa-isort
+    - id: nbqa-flake8
+      args: ["--extend-ignore=E402"]
+
+- repo: https://github.com/kynan/nbstripout
+  rev: 0.7.1
+  hooks:
+    - id: nbstripout
+      description: Strip output from jupyter notebooks
+      args: [--drop-empty-cells]
+
+- repo: https://github.com/asottile/pyupgrade
+  rev: v3.15.2
+  hooks:
+  - id: pyupgrade
+    args: [--py310-plus]
+
+- repo: https://github.com/PyCQA/isort
+  rev: 5.13.2
+  hooks:
+  - id: isort
+    name: isort (python)
+    # args: [--force-single-line-imports]
+    types: [python]
+
+- repo: https://github.com/pre-commit/pre-commit-hooks
+  rev: v4.6.0
+  hooks:
+    - id: check-builtin-literals
+    - id: check-added-large-files
+    - id: check-case-conflict
+    - id: check-toml
+    - id: check-yaml
+    - id: debug-statements
+    - id: end-of-file-fixer
+    - id: forbid-new-submodules
+    - id: mixed-line-ending
+    - id: trailing-whitespace