12 files changed, 3458 insertions, 27 deletions
diff --git a/.flake8 b/.flake8
deleted file mode 100644
index e44a31d2..00000000
--- a/.flake8
+++ /dev/null
@@ -1,8 +0,0 @@
-# https://flake8.pycqa.org/en/latest/user/configuration.html
-[flake8]
-extend-ignore =
-    # E501: line too long
-    # Disabled so that black can control line length.
-    E501,
-    # Ignored since this is soon not going to be considered an error, see https://www.flake8rules.com/rules/W503.html
-    W503,
diff --git a/.flakeheaven.baseline b/.flakeheaven.baseline
new file mode 100644
index 00000000..a7ff2d9d
--- /dev/null
+++ b/.flakeheaven.baseline
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diff --git a/.github/workflows/validate.yaml b/.github/workflows/validate.yaml
index 6563c0da..63bd0cfb 100644
--- a/.github/workflows/validate.yaml
+++ b/.github/workflows/validate.yaml
@@ -9,7 +9,7 @@ on:
 env:
   FORCE_COLOR: 1
   XDG_CACHE_HOME: ${{ github.workspace }}/cache
-  DEFAULT_PYTHON: "3.7"
+  PIP_CACHE_DIR: ${{ github.workspace }}/pip-cache
 
 jobs:
   validate:
@@ -45,16 +45,10 @@ jobs:
         with:
           distribution: "temurin"
           java-version: "17"
-      - name: Get pip cache dir
-        id: pip-cache
-        shell: bash
-        run: |
-          python -m ensurepip
-          echo "::set-output name=dir::$(pip cache dir)"
       - name: Cache pip
         uses: actions/cache@v2
         with:
-          path: ${{ steps.pip-cache.outputs.dir }}
+          path: ${{ env.PIP_CACHE_DIR }}
           key: ${{ matrix.os }}-pip-${{ matrix.python-version }}-v1-${{
             hashFiles('**/setup.py', '**/*requirements*.txt') }}
           restore-keys: |
@@ -81,6 +75,36 @@ jobs:
             gha:validate
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+  extra-tasks:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+        - task: "gha:flake8"
+          python-version: 3.8
+    steps:
+      - uses: actions/checkout@v3
+      - name: Set up Python ${{env.DEFAULT_PYTHON}}
+        uses: actions/setup-python@v3
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Cache pip
+        uses: actions/cache@v3
+        with:
+          path: ${{ env.PIP_CACHE_DIR }}
+          key: tox-${{ matrix.task }}-pip-v1-${{
+            hashFiles('**/setup.py', '**/requirements*.txt') }}
+          restore-keys: |
+            tox-${{ matrix.task }}-pip-v1-
+      - name: Install Task
+        uses: arduino/setup-task@v1
+        with:
+          repo-token: ${{ secrets.GITHUB_TOKEN }}
+      - name: Run task
+        shell: bash
+        run: |
+          task ${{ matrix.task }}
   finish:
     permissions:
       contents: read
diff --git a/Dockerfile.devcontainer b/Dockerfile.devcontainer
index f10881c9..ed071e44 100644
--- a/Dockerfile.devcontainer
+++ b/Dockerfile.devcontainer
@@ -57,7 +57,7 @@ RUN \
 
 RUN sh -c "$(curl --location https://taskfile.dev/install.sh)" -- -d -b /usr/local/bin
 
-COPY requirements.txt requirements.dev.txt requirements.dev-extra.txt /var/tmp/
+COPY requirements*.txt /var/tmp/
 COPY docs/sphinx-requirements.txt /var/tmp/docs/sphinx-requirements.txt
 
 RUN \
diff --git a/Taskfile.yml b/Taskfile.yml
index af2b912b..c9e0d7f5 100644
--- a/Taskfile.yml
+++ b/Taskfile.yml
@@ -57,6 +57,11 @@ tasks:
     cmds:
       - "{{._PYTHON}} -m pip install --upgrade -r requirements.txt -r requirements.dev.txt -r docs/sphinx-requirements.txt {{if .INSTALL_PIP_EXTRAS}}-r requirements.dev-extras.txt{{end}}"
 
+  install:flake8:
+    desc: Install flake8 dependencies
+    cmds:
+      - "{{._PYTHON}} -m pip install --upgrade -r requirements.flake8.txt"
+
   install:deps:
     desc: Install all dependencies
     cmds:
@@ -96,6 +101,11 @@ tasks:
     cmds:
       - "{{.TEST_HARNESS}}{{._PYTHON}} -m pytest {{if .WITH_COVERAGE}}--cov --cov-report={{end}} {{.CLI_ARGS}}"
 
+  flake8:
+    desc: Run flake8
+    cmds:
+      - "{{._PYTHON}} -m flakeheaven lint {{.CLI_ARGS}}"
+
   lint:fix:
     desc: Fix auto-fixable linting errors
     cmds:
@@ -107,6 +117,8 @@ tasks:
     cmds:
       - "{{._PYTHON}} -m isort --check --diff ."
       - "{{._PYTHON}} -m black --check --diff ."
+      - task: flake8
+
 
   validate:static:
     desc: Perform static validation
@@ -212,6 +224,13 @@ tasks:
           COVERAGE_FILE: ".coverage"
       - cmd: coveralls
 
+
+  gha:flake8:
+    desc: GitHub Actions flake8 workflow
+    cmds:
+      - task: install:flake8
+      - task: flake8
+
   _rimraf:
     # This task is a utility task for recursively removing directories, it is
     # similar to rm -rf but not identical and it should work wherever there is
diff --git a/docs/developers.rst b/docs/developers.rst
index 600cdddc..8fb181f5 100644
--- a/docs/developers.rst
+++ b/docs/developers.rst
@@ -11,7 +11,7 @@ developing RDFLib code.
 
 * Please be as Pythonic as possible (:pep:`8`).
 * Code should be formatted using `black <https://github.com/psf/black>`_  and we use Black v22.3.0, with the black config in ``pyproject.toml``.
-* Code should also pass `flake8 <https://github.com/psf/black>`_ linting
+* Code should also pass `flake8 <https://flake8.pycqa.org/en/latest/>`_ linting
   and `mypy <http://mypy-lang.org/>`_ type checking.
 * You must supply tests for new code.
 
@@ -145,12 +145,21 @@ our black.toml config file:
 
     python -m black --config black.toml --check ./rdflib
 
-Check style and conventions with `flake8 <https://github.com/psf/black>`_:
+Check style and conventions with `flake8 <https://flake8.pycqa.org/en/latest/>`_:
 
 .. code-block:: bash
 
     python -m flake8 rdflib
 
+We also provide a `flakeheaven <https://pypi.org/project/flakeheaven/>`_
+baseline that ignores existing flake8 errors and only reports on newly
+introduced flake8 errors:
+
+.. code-block:: bash
+
+    python -m flakeheaven
+
+
 Check types with `mypy <http://mypy-lang.org/>`_:
 
 .. code-block:: bash
diff --git a/pyproject.toml b/pyproject.toml
index efe383b0..5ee2a25b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,3 +1,22 @@
+[tool.flakeheaven]
+format = "grouped"
+baseline = ".flakeheaven.baseline"
+
+[tool.flakeheaven.plugins]
+pycodestyle = [
+  "+*",
+  # mirrored from setup.cfg
+  "-E501",
+  "-E203",
+  "-W503"
+]
+pyflakes = [
+  "+*",
+]
+pep8-naming = ["+*"]
+"flake8-*" = ["+*"]
+
+
 [tool.black]
 required-version = "22.3.0"
 line-length = "88"
diff --git a/requirements.dev.txt b/requirements.dev.txt
index 586be01e..5cba6e8e 100644
--- a/requirements.dev.txt
+++ b/requirements.dev.txt
@@ -1,8 +1,6 @@
 black==22.3.0
 coverage
 doctest-ignore-unicode==0.1.2
-flake8
-flake8-black
 html5lib
 isort
 mypy
@@ -11,3 +9,4 @@ pytest-cov
 pytest-subtests
 types-setuptools
 -r docs/sphinx-requirements.txt
+-r requirements.flake8.txt
diff --git a/requirements.flake8.txt b/requirements.flake8.txt
new file mode 100644
index 00000000..a948a79a
--- /dev/null
+++ b/requirements.flake8.txt
@@ -0,0 +1,3 @@
+flake8
+flakeheaven; python_version >= '3.8.0'
+pep8-naming
diff --git a/setup.cfg b/setup.cfg
index 131a24db..fd855672 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,10 +1,22 @@
 [options.package_data]
 rdflib = py.typed
 
+# https://flake8.pycqa.org/en/latest/user/configuration.html
 [flake8]
-ignore = W806
-max-line-length = 88
-exclude = host,extras,transform,rdfs,pyRdfa,sparql,results,pyMicrodata
+exclude =
+    .git,
+    __pycache__,
+    .venv,
+    .tox,
+    var,
+    docs/rdf_terms.rst, # This file is causing an error on GitHub actions
+extend-ignore =
+    # Disabled so that black can control line length.
+    E501, # line too long
+    # Disabled based on black recommendations
+    # https://black.readthedocs.io/en/stable/faq.html#why-are-flake8-s-e203-and-w503-violated
+    E203, # Whitespace before ':'
+    W503, # Line break occurred before a binary operator
 
 [coverage:run]
 branch = True
diff --git a/setup.py b/setup.py
index f0d67489..c15d397a 100644
--- a/setup.py
+++ b/setup.py
@@ -33,10 +33,11 @@ kwargs["extras_require"] = {
     "networkx": ["networkx"],
     "dev": [
         "black==22.3.0",
-        "mypy",
         "flake8",
-        "flake8-black",
+        "flakeheaven; python_version >= '3.8.0'",
         "isort",
+        "mypy",
+        "pep8-naming",
         "types-setuptools",
     ],
 }
diff --git a/tox.ini b/tox.ini
index 70792f32..7cf5476b 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,6 +1,6 @@
 [tox]
 envlist =
-    py3{7,8,9,10},covreport,docs,precommit
+    flake8,py3{7,8,9,10},covreport,docs,precommit
 
 [testenv]
 setenv =
@@ -28,6 +28,13 @@ commands =
     {envpython} -m coverage combine
     {envpython} -m coverage report
 
+[testenv:flake8]
+deps =
+    -rrequirements.flake8.txt
+skip_install = true
+commands =
+    {envpython} -m flakeheaven lint
+
 [testenv:docs]
 extras = docs
 passenv = TERM