Merge branch 'openvinotoolkit:main' into feature/mlflow-logger

Author: DoMaLi94

.ci/Dockerfile

@@ -59,17 +59,11 @@ RUN conda install python=3.10
 ## Anomalib Development Env
 #########################################################
 
-FROM python_base_cuda11.4 as anomalib_development_env
+FROM python_base_cuda as anomalib_development_env
 
 # Install all anomalib requirements
-COPY ./requirements/installer.txt /tmp/anomalib/requirements/installer.txt
-RUN pip install --no-cache-dir -r /tmp/anomalib/requirements/installer.txt
+COPY ./pyproject.toml /tmp/anomalib/pyproject.toml
+RUN pip install --no-cache-dir .[full]
 
-COPY ./requirements/openvino.txt /tmp/anomalib/requirements/openvino.txt
-RUN pip install --no-cache-dir -r /tmp/anomalib/requirements/openvino.txt
-
-# Install other requirements related to development
-COPY ./requirements/dev.txt /tmp/anomalib/requirements/dev.txt
-RUN pip install --no-cache-dir -r /tmp/anomalib/requirements/dev.txt
 
 WORKDIR /home/user

.github/CODEOWNERS

@@ -7,8 +7,8 @@
 
 # CI/CD
 /.ci/                                                       @ashwinvaidya17
-/.devcontainer                                              @ashwinvaidya17 @yunchu
-/.github                                                    @ashwinvaidya17 @yunchu
+/.devcontainer                                              @ashwinvaidya17
+/.github                                                    @ashwinvaidya17
 /.dockerignore                                              @ashwinvaidya17
 
 # Docs
@@ -19,7 +19,7 @@
 /notebooks/100_datamodules                                  @djdameln
 /notebooks/200_models                                       @samet-akcay
 /notebooks/300_benchmarking                                 @ashwinvaidya17
-/notebooks/400_openvino                                     @samet-akcay @paularamo
+/notebooks/400_openvino                                     @samet-akcay
 /notebooks/500_use_cases                                    @paularamo
 /notebooks/README.md                                        @samet-akcay
 
@@ -71,11 +71,11 @@
 /tests/                                                     @samet-akcay @ashwinvaidya17
 
 # Misc
-/pyproject.toml                                             @samet-akcay @yunchu
+/pyproject.toml                                             @samet-akcay
 /README.md                                                  @samet-akcay @ashwinvaidya17 @djdameln
-/setup.py                                                   @samet-akcay @yunchu
+/setup.py                                                   @samet-akcay
 /third-party-programs.txt                                   @samet-akcay @ashwinvaidya17 @djdameln
-/tox.ini                                                    @samet-akcay @yunchu
+/tox.ini                                                    @samet-akcay
 
 # Tools
 /tools/benchmarking                                         @ashwinvaidya17

.github/labeler.yml

@@ -29,10 +29,7 @@ formats:
 # See https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html
 python:
   install:
-    - requirements: docs/requirements.txt
-    - requirements: requirements/core.txt
-    - requirements: requirements/loggers.txt
-    - requirements: requirements/notebooks.txt
-    - requirements: requirements/openvino.txt
     - method: pip
       path: .
+      extra_requirements:
+        - dev

.github/workflows/labeler.yml

@@ -46,17 +46,24 @@ Set up your development environment to start contributing. This involves install
    conda activate anomalib_dev
    ```
 
-2. Install the base and development requirements:
+2. Install the development requirements:
 
    ```bash
-   pip install -r requirements/installer.txt -r requirements/dev.txt
-   anomalib install -v
+   # Option I: Via anomalib install
+   anomalib install --option dev
+
+   #Option II: Via pip install
+   pip install -e .[dev]
    ```
 
    Optionally, for a full installation with all dependencies:
 
    ```bash
-   pip install -e .[all]
+   # Option I: via anomalib install
+   anomalib install --option full
+
+   # Option II: via pip install
+   pip install -e .[full]
    ```
 
 3. Install and configure pre-commit hooks:

.readthedocs.yaml

@@ -52,7 +52,7 @@ Installing the library with pip is the easiest way to get started with anomalib.
 pip install anomalib
 ```
 
-This will install Anomalib CLI using the [installer](requirements/installer.txt) dependencies. Anomalib CLI is a command line interface for training, inference, benchmarking, and hyperparameter optimization. If you want to use the library as a Python package, you can install the library with the following command:
+This will install Anomalib CLI using the [dependencies](/pyproject.toml) in the `pyproject.toml` file. Anomalib CLI is a command line interface for training, inference, benchmarking, and hyperparameter optimization. If you want to use the library as a Python package, you can install the library with the following command:
 
 ```bash
 # Get help for the installation arguments
@@ -92,7 +92,7 @@ cd anomalib
 pip install -e .
 ```
 
-This will install Anomalib CLI using the [installer](requirements/installer.txt) dependencies. Anomalib CLI is a command line interface for training, inference, benchmarking, and hyperparameter optimization. If you want to use the library as a Python package, you can install the library with the following command:
+This will install Anomalib CLI using the [dependencies](/pyproject.toml) in the `pyproject.toml` file. Anomalib CLI is a command line interface for training, inference, benchmarking, and hyperparameter optimization. If you want to use the library as a Python package, you can install the library with the following command:
 
 ```bash
 # Get help for the installation arguments

CONTRIBUTING.md

@@ -6,16 +6,17 @@ This is the source code for the Anomalib documentation. It is built using sphinx
 
 ## Installation
 
-To install the dependencies, run the following command:
+To install the dependencies, run the following command from the project root:
 
 ```bash
-pip install -r requirements.txt
+pip install .[docs]
 ```
 
 ## Build
 
 To build the documentation, run the following command:
 
 ```bash
+cd docs
 sphinx-build -b html source build
 ```

README.md

@@ -22,17 +22,24 @@ Set up your development environment to start contributing. This involves install
    conda activate anomalib_dev
    ```
 
-   Install the base and development requirements:
+   Install the development requirements:
 
    ```bash
-   pip install -r requirements/installer.txt -r requirements/dev.txt
-   anomalib install -v
+   # Option I: Via anomalib install
+   anomalib install --option dev
+
+   #Option II: Via pip install
+   pip install -e .[dev]
    ```
 
    Optionally, for a full installation with all dependencies:
 
    ```bash
-   pip install -e .[all]
+   # Option I: via anomalib install
+   anomalib install --option full
+
+   # Option II: via pip install
+   pip install -e .[full]
    ```
 
 2. Install and configure pre-commit hooks:

docs/README.md

@@ -18,7 +18,7 @@ authors = [{ name = "Intel OpenVINO" }]
 dependencies = [
     "omegaconf>=2.1.1",
     "rich>=13.5.2",
-    "jsonargparse==4.27.7",
+    "jsonargparse[all]>=4.27.7",
     "docstring_parser",     # CLI help-formatter
     "rich_argparse",        # CLI help-formatter
 ]
@@ -29,13 +29,13 @@ core = [
     "einops>=0.3.2",
     "freia>=0.2",
     "imgaug==0.4.0",
-    "kornia>=0.6.6,<0.6.10",
+    "kornia>=0.6.6",
     "matplotlib>=3.4.3",
     "opencv-python>=4.5.3.56",
     "pandas>=1.1.0",
     "timm>=0.5.4,<=0.9.16",
-    "lightning>2,<2.2.0",
-    "torch>=2,<2.2.0",
+    "lightning>=2.2",
+    "torch>=2",
     "torchmetrics>=1.3.2",
     "open-clip-torch>=2.23.0",
 ]
@@ -48,7 +48,17 @@ loggers = [
     "mlflow >=1.0.0",
 ]
 notebooks = ["gitpython", "ipykernel", "ipywidgets", "notebook"]
-dev = [
+docs = [
+    "myst-parser",
+    "nbsphinx",
+    "pandoc",
+    "sphinx<8.0",  # 7.0 breaks readthedocs builds.
+    "sphinx_autodoc_typehints",
+    "sphinx_book_theme",
+    "sphinx-copybutton",
+    "sphinx_design",
+]
+test = [
     "pre-commit",
     "pytest",
     "pytest-cov",
@@ -59,6 +69,7 @@ dev = [
     "tox",
 ]
 full = ["anomalib[core,openvino,loggers,notebooks]"]
+dev = ["anomalib[full,docs,test]"]
 
 [project.scripts]
 anomalib = "anomalib.cli.cli:main"