🛠 Fix tox configuration

.github/workflows/pre_merge.yml

@@ -19,7 +19,7 @@ jobs:
       - name: Install Tox
         run: pip install tox
       - name: Code quality checks
-        run: tox -e black,isort,flake8,pylint,mypy,pydocstyle,notebooks
+        run: tox -e pre-commit
       - name: Coverage
         run: |
           export ANOMALIB_DATASET_PATH=/media/data1/datasets/

.pre-commit-config.yaml

@@ -1,6 +1,6 @@
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v3.4.0
+    rev: v4.3.0
     hooks:
       # list of supported hooks: https://pre-commit.com/hooks.html
       - id: trailing-whitespace
@@ -12,28 +12,28 @@ repos:
 
   # python code formatting
   - repo: https://github.com/psf/black
-    rev: 22.3.0
+    rev: 22.6.0
     hooks:
       - id: black
         args: [--line-length, "120"]
 
   # python import sorting
   - repo: https://github.com/PyCQA/isort
-    rev: 5.8.0
+    rev: 5.10.1
     hooks:
       - id: isort
         args: ["--profile", "black"]
 
   # yaml formatting
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v2.3.0
+    rev: v2.7.1
     hooks:
       - id: prettier
         types: [yaml]
 
   # python code analysis
   - repo: https://github.com/PyCQA/flake8
-    rev: 3.9.2
+    rev: 4.0.1
     hooks:
       - id: flake8
         args: [--config=tox.ini]
@@ -51,7 +51,7 @@ repos:
 
   # python static type checking
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: "v0.910"
+    rev: "v0.971"
     hooks:
       - id: mypy
         args: [--config-file=tox.ini]
@@ -71,7 +71,7 @@ repos:
 
   # notebooks.
   - repo: https://github.com/nbQA-dev/nbQA
-    rev: 1.3.1
+    rev: 1.4.0
     hooks:
       - id: nbqa-black
       - id: nbqa-isort

anomalib/models/components/base/dynamic_module.py

@@ -34,7 +34,7 @@ def get_tensor_attribute(self, attribute_name: str) -> Tensor:
         Returns:
             Tensor: Tensor attribute
         """
-        attribute = self.__getattr__(attribute_name)
+        attribute = getattr(self, attribute_name)
         if isinstance(attribute, Tensor):
             return attribute
 

requirements/dev.txt

@@ -8,7 +8,7 @@ mypy
 nbqa
 pytest
 pylint
-pre-commit>=2.15.0
+pre-commit
 setuptools
 tox>=3.24.3
 types-PyYAML

tools/hpo/__init__.py

@@ -0,0 +1,4 @@
+"""HPO Tools."""
+
+# Copyright (C) 2022 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0

tools/hpo/sweep.py

@@ -22,14 +22,15 @@
 from omegaconf import DictConfig, ListConfig, OmegaConf
 from pytorch_lightning import seed_everything
 from pytorch_lightning.loggers import WandbLogger
-from utils import flatten_hpo_params
 
 import wandb
 from anomalib.config import get_configurable_parameters, update_input_size_config
 from anomalib.data import get_datamodule
 from anomalib.models import get_model
 from anomalib.utils.sweep import flatten_sweep_params, set_in_nested_config
 
+from .utils import flatten_hpo_params
+
 
 class WandbSweep:
     """wandb sweep.

tox.ini

@@ -2,73 +2,14 @@
 isolated_build = True
 skip_missing_interpreters = true
 envlist =
-    black
-    isort
-    flake8
-    pylint
-    mypy
-    pydocstyle
+    pre-commit
     pre_merge
     nightly
 
-[testenv:black]
+[testenv:pre-commit]
 basepython = python3
-deps = black==22.3.0
-commands = black --check --diff anomalib -l 120
-
-[testenv:isort]
-basepython = python3
-deps = isort==5.10.1
-commands = isort --check-only --df anomalib --profile=black
-
-[testenv:flake8]
-skip_install = true
-basepython = python3
-deps =
-    flake8
-    mccabe
-commands = flake8 anomalib --exclude=anomalib/models/components/freia
-
-
-[testenv:pylint]
-skip_install = true
-basepython = python3
-deps =
-    pylint<2.14
-    -r{toxinidir}/requirements/base.txt
-commands = pylint anomalib --rcfile=tox.ini --ignore=anomalib/models/components/freia/
-
-[testenv:mypy]
-basepython = python3
-passenv = ftp_proxy
-    HTTP_PROXY
-    HTTPS_PROXY
-deps =
-    mypy
-    -r{toxinidir}/requirements/base.txt
-commands =
-    python -m mypy --install-types --non-interactive anomalib --config-file tox.ini
-    python -m mypy --install-types --non-interactive tools/train.py --config-file tox.ini
-    python -m mypy --install-types --non-interactive tools/test.py --config-file tox.ini
-
-
-[testenv:pydocstyle]
-basepython = python3
-deps =
-    pydocstyle
-commands = pydocstyle anomalib --config=tox.ini
-
-[testenv:notebooks]
-basepython = python3
-deps =
-    -r{toxinidir}/requirements/dev.txt
-commands =
-    nbqa black notebooks --nbqa-diff
-    nbqa isort notebooks --nbqa-diff
-    nbqa flake8 notebooks
-    nbqa pylint notebooks --disable=C0103,C0114,C0116,R0801,W0106
-    nbqa mdformat notebooks --nbqa-md --nbqa-diff
-
+deps = pre-commit
+commands = pre-commit run --all-files
 
 [testenv:pre_merge]
 basepython = python3
@@ -121,7 +62,6 @@ disable = duplicate-code,
           arguments-differ,
           fixme,
           import-error,
-          no-self-use,
           too-many-arguments,
           too-many-branches,
           too-many-instance-attributes,