Release v2.25.0

.github/workflows/black.yml

@@ -8,7 +8,7 @@ jobs:
 
       - name: Run checks
         run: |
-          pipx install $(grep "^black" ./cvat-cli/requirements/development.txt)
+          pipx install $(grep "^black" ./dev/requirements.txt)
 
           echo "Black version: $(black --version)"
 

.github/workflows/isort.yml

@@ -5,35 +5,11 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
-      - id: files
-        uses: tj-actions/[email protected]
-        with:
-          files: |
-              cvat-sdk/**/*.py
-              cvat-cli/**/*.py
-              tests/python/**/*.py
-              cvat/apps/quality_control/**/*.py
-              cvat/apps/analytics_report/**/*.py
-          dir_names: true
 
       - name: Run checks
         run: |
-          # If different modules use different isort configs,
-          # we need to run isort for each python component group separately.
-          # Otherwise, they all will use the same config.
+          pipx install $(grep "^isort" ./dev/requirements.txt)
 
-          UPDATED_DIRS="${{steps.files.outputs.all_changed_files}}"
+          echo "isort version: $(isort --version-number)"
 
-          if [[ ! -z $UPDATED_DIRS ]]; then
-            pipx install $(egrep "isort.*" ./cvat-cli/requirements/development.txt)
-
-            echo "isort version: $(isort --version-number)"
-            echo "The dirs will be checked: $UPDATED_DIRS"
-            EXIT_CODE=0
-            for DIR in $UPDATED_DIRS; do
-              isort --check $DIR || EXIT_CODE=$(($? | $EXIT_CODE)) || true
-            done
-            exit $EXIT_CODE
-          else
-            echo "No files with the \"py\" extension found"
-          fi
+          isort --check --diff --resolve-all-configs .

.github/workflows/pylint.yml

@@ -19,11 +19,11 @@ jobs:
           CHANGED_FILES="${{steps.files.outputs.all_changed_files}}"
 
           if [[ ! -z $CHANGED_FILES ]]; then
-            pipx install $(egrep "^pylint==" ./cvat/requirements/development.txt)
+            pipx install $(grep "^pylint==" ./dev/requirements.txt)
 
             pipx inject pylint \
-              $(egrep "^pylint-.+==" ./cvat/requirements/development.txt) \
-              $(egrep "^django==" ./cvat/requirements/base.txt)
+              $(grep "^pylint-.\+==" ./dev/requirements.txt) \
+              $(grep "^django==" ./cvat/requirements/base.txt)
 
             echo "Pylint version: "$(pylint --version | head -1)
             echo "The files will be checked: "$(echo $CHANGED_FILES)

.gitignore

@@ -4,7 +4,6 @@
 /share/
 /static/
 /db.sqlite3
-/.*env*
 /keys
 /logs
 /profiles
@@ -21,6 +20,11 @@ __pycache__
 .coverage
 .husky/
 .python-version
+tmp*cvat/
+temp*/
+
+# Ignore generated test files
+docker-compose.tests.yml
 
 # Ignore npm logs file
 npm-debug.log*
@@ -49,8 +53,8 @@ yarn-error.log*
 
 # Ignore all the installed packages
 node_modules
-venv/
-.venv/
+/*env*/
+/.*env*
 
 # Ignore all js dists
 cvat-data/dist

CHANGELOG.md

@@ -16,6 +16,32 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 <!-- scriv-insert-here -->
 
+<a id='changelog-2.25.0'></a>
+## \[2.25.0\] - 2025-01-09
+
+### Added
+
+- \[CLI\] Added commands for working with native functions
+  (<https://github.com/cvat-ai/cvat/pull/8821>)
+
+- Ultralytics YOLO formats now support tracks
+  (<https://github.com/cvat-ai/cvat/pull/8883>)
+
+### Changed
+
+- YOLOv8 formats renamed to Ultralytics YOLO formats
+  (<https://github.com/cvat-ai/cvat/pull/8863>)
+
+- The `match_empty_frames` quality setting is changed to `empty_is_annotated`.
+  The updated option includes any empty frames in the final metrics instead of only
+  matching empty frames. This makes metrics such as Precision much more representative and useful.
+  (<https://github.com/cvat-ai/cvat/pull/8888>)
+
+### Fixed
+
+- Changing rotation after export/import in Ultralytics YOLO Oriented Boxes format
+  (<https://github.com/cvat-ai/cvat/pull/8891>)
+
 <a id='changelog-2.24.0'></a>
 ## \[2.24.0\] - 2024-12-20
 

README.md

@@ -175,11 +175,11 @@ For more information about the supported formats, see:
 | [Kitti Raw Format](https://www.cvlibs.net/datasets/kitti/raw_data.php)                           | ✔️     | ✔️     |
 | [LFW](http://vis-www.cs.umass.edu/lfw/)                                                          | ✔️     | ✔️     |
 | [Supervisely Point Cloud Format](https://docs.supervise.ly/data-organization/00_ann_format_navi) | ✔️     | ✔️     |
-| [YOLOv8 Detection](https://docs.ultralytics.com/datasets/detect/)                                | ✔️     | ✔️     |
-| [YOLOv8 Oriented Bounding Boxes](https://docs.ultralytics.com/datasets/obb/)                     | ✔️     | ✔️     |
-| [YOLOv8 Segmentation](https://docs.ultralytics.com/datasets/segment/)                            | ✔️     | ✔️     |
-| [YOLOv8 Pose](https://docs.ultralytics.com/datasets/pose/)                                       | ✔️     | ✔️     |
-| [YOLOv8 Classification](https://docs.ultralytics.com/datasets/classify/)                         | ✔️     | ✔️     |
+| [Ultralytics YOLO Detection](https://docs.ultralytics.com/datasets/detect/)                      | ✔️     | ✔️     |
+| [Ultralytics YOLO Oriented Bounding Boxes](https://docs.ultralytics.com/datasets/obb/)                     | ✔️     | ✔️     |
+| [Ultralytics YOLO Segmentation](https://docs.ultralytics.com/datasets/segment/)                            | ✔️     | ✔️     |
+| [Ultralytics YOLO Pose](https://docs.ultralytics.com/datasets/pose/)                                       | ✔️     | ✔️     |
+| [Ultralytics YOLO Classification](https://docs.ultralytics.com/datasets/classify/)                         | ✔️     | ✔️     |
 
 <!--lint enable maximum-line-length-->
 

cvat-cli/README.md

@@ -22,6 +22,11 @@ The following subcommands are supported:
   - `backup` - back up a task
   - `auto-annotate` - automatically annotate a task using a local function
 
+- Functions (Enterprise/Cloud only):
+  - `create-native` - create a function that can be powered by an agent
+  - `delete` - delete a function
+  - `run-agent` - process requests for a native function
+
 ## Installation
 
 `pip install cvat-cli`

cvat-cli/requirements/base.txt

@@ -1,3 +1,5 @@
-cvat-sdk~=2.24.0
+cvat-sdk==2.25.0
+
+attrs>=24.2.0
 Pillow>=10.3.0
 setuptools>=70.0.0 # not directly required, pinned by Snyk to avoid a vulnerability

cvat-cli/src/cvat_cli/__main__.py

@@ -11,7 +11,12 @@
 from cvat_sdk import exceptions
 
 from ._internal.commands_all import COMMANDS
-from ._internal.common import build_client, configure_common_arguments, configure_logger
+from ._internal.common import (
+    CriticalError,
+    build_client,
+    configure_common_arguments,
+    configure_logger,
+)
 from ._internal.utils import popattr
 
 logger = logging.getLogger(__name__)
@@ -29,7 +34,7 @@ def main(args: list[str] = None):
     try:
         with build_client(parsed_args, logger=logger) as client:
             popattr(parsed_args, "_executor")(client, **vars(parsed_args))
-    except (exceptions.ApiException, urllib3.exceptions.HTTPError) as e:
+    except (exceptions.ApiException, urllib3.exceptions.HTTPError, CriticalError) as e:
         logger.critical(e)
         return 1