Merge pull request #9048 from cvat-ai/release-2.27.0

Release v2.27.0

.github/workflows/stylelint.yml

@@ -8,23 +8,12 @@ jobs:
       - uses: actions/setup-node@v4
         with:
             node-version: '16.x'
-      - id: files
-        uses: tj-actions/changed-files@v41.0.0
-        with:
-          files: |
-              **/*.css
-              **/*.scss
 
-      - name: Run checks
+      - name: Install dependencies
         run: |
-          CHANGED_FILES="${{steps.files.outputs.all_changed_files}}"
-
-          if [[ ! -z $CHANGED_FILES ]]; then
-            yarn install --frozen-lockfile
+          yarn install --frozen-lockfile
 
-            echo "StyleLint version: "$(npx stylelint --version)
-            echo "The files will be checked: "$(echo $CHANGED_FILES)
-            npx stylelint $CHANGED_FILES
-          else
-            echo "No files with the \"css|scss\" extension found"
-          fi
+      - name: Run checks
+        run: |
+          echo "StyleLint version: "$(yarn run -s stylelint --version)
+          yarn run stylelint '**/*.css' '**/*.scss'

.gitignore

@@ -20,8 +20,8 @@ __pycache__
 .coverage
 .husky/
 .python-version
-tmp*cvat/
-temp*/
+/tmp*cvat/
+/temp*/
 
 # Ignore generated test files
 docker-compose.tests.yml

.pylintrc

@@ -287,7 +287,6 @@ disable=raw-checker-failed,
         raise-missing-from,
         raising-format-tuple,
         wrong-exception-operation,
-        wildcard-import,
         deprecated-module,
         import-self,
         preferred-module,
@@ -516,7 +515,8 @@ enable=singleton-comparison,
        logging-unsupported-format,
        logging-format-truncated,
        logging-too-many-args,
-       logging-too-few-args
+       logging-too-few-args,
+       wildcard-import
 
 
 [BASIC]

.vscode/settings.json

@@ -18,8 +18,6 @@
         }
     ],
     "npm.exclude": "**/.env/**",
-    "licenser.license": "Custom",
-    "licenser.customHeader": "Copyright (C) @YEAR@ CVAT.ai Corporation\n\nSPDX-License-Identifier: MIT",
     "files.trimTrailingWhitespace": true,
     "sqltools.connections": [
         {

CHANGELOG.md

@@ -16,6 +16,39 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 <!-- scriv-insert-here -->
 
+<a id='changelog-2.27.0'></a>
+## \[2.27.0\] - 2025-02-04
+
+### Added
+
+- Saving drawn shape on submit in `single shape` mode
+  (<https://github.com/cvat-ai/cvat/pull/8807>)
+
+- An option to create tasks with consensus jobs
+  (<https://github.com/cvat-ai/cvat/pull/8939>)
+
+- \[SDK\] The shapes output by auto-annotation functions are now checked
+  for compatibility with the function's and the task's label specs
+  (<https://github.com/cvat-ai/cvat/pull/9005>)
+
+- A `threshold` parameter to UI detector runner
+  (<https://github.com/cvat-ai/cvat/pull/9011>)
+
+### Changed
+
+- `DetectorFunctionSpec` will now raise `BadFunctionError` if it detects
+  any violations of the documented constraints on the labels
+  (<https://github.com/cvat-ai/cvat/pull/9020>)
+
+### Fixed
+
+- Improved performance and memory utilization for quality reports in tasks with ellipses and masks
+  (<https://github.com/cvat-ai/cvat/pull/8990>)
+
+- \[Compose\] An outdated version of Traefik is no longer used in
+  deployments with HTTPS enabled
+  (<https://github.com/cvat-ai/cvat/pull/9028>)
+
 <a id='changelog-2.26.1'></a>
 ## \[2.26.1\] - 2025-01-29
 

README.md

@@ -207,7 +207,6 @@ up to 10x. Here is a list of the algorithms we support, and the platforms they c
 | [HRNet](/serverless/pytorch/saic-vul/hrnet/nuclio)                                                      | interactor | PyTorch    |     | ✔️  |
 | [Inside-Outside Guidance](/serverless/pytorch/shiyinzhang/iog/nuclio)                                   | interactor | PyTorch    | ✔️  |     |
 | [Faster RCNN](/serverless/tensorflow/faster_rcnn_inception_v2_coco/nuclio)                              | detector   | TensorFlow | ✔️  | ✔️  |
-| [Mask RCNN](/serverless/tensorflow/matterport/mask_rcnn/nuclio)                                         | detector   | TensorFlow | ✔️  | ✔️  |
 | [RetinaNet](serverless/pytorch/facebookresearch/detectron2/retinanet_r101/nuclio)                       | detector   | PyTorch    | ✔️  | ✔️  |
 | [Face Detection](/serverless/openvino/omz/intel/face-detection-0205/nuclio)                             | detector   | OpenVINO   | ✔️  |     |
 

cvat-cli/requirements/base.txt

@@ -1,4 +1,4 @@
-cvat-sdk==2.26.1
+cvat-sdk==2.27.0
 
 attrs>=24.2.0
 Pillow>=10.3.0

cvat-cli/src/cvat_cli/version.py

@@ -1 +1 @@
-VERSION = "2.26.1"
+VERSION = "2.27.0"

cvat-core/src/enums.ts

@@ -37,6 +37,7 @@ export enum JobState {
 export enum JobType {
     ANNOTATION = 'annotation',
     GROUND_TRUTH = 'ground_truth',
+    CONSENSUS_REPLICA = 'consensus_replica',
 }
 
 export enum DimensionType {

cvat-core/src/server-response-types.ts

@@ -121,6 +121,7 @@ export interface SerializedTask {
     subset: string;
     updated_date: string;
     url: string;
+    consensus_enabled: boolean;
 }
 
 export interface SerializedJob {
@@ -147,6 +148,8 @@ export interface SerializedJob {
     url: string;
     source_storage: SerializedStorage | null;
     target_storage: SerializedStorage | null;
+    parent_job_id: number | null;
+    consensus_replicas: number;
 }
 
 export type AttrInputType = 'select' | 'radio' | 'checkbox' | 'number' | 'text';

cvat-core/src/session-implementation.ts

@@ -742,6 +742,10 @@ export function implementTask(Task: typeof TaskClass): typeof TaskClass {
                 taskSpec.source_storage = this.sourceStorage.toJSON();
             }
 
+            if (fields.consensus_replicas) {
+                taskSpec.consensus_replicas = fields.consensus_replicas;
+            }
+
             const taskDataSpec = {
                 client_files: this.clientFiles,
                 server_files: this.serverFiles,

cvat-core/src/session.ts

@@ -494,7 +494,7 @@ export class Job extends Session {
         frame_count?: number;
         project_id: number | null;
         guide_id: number | null;
-        task_id: number | null;
+        task_id: number;
         labels: Label[];
         dimension?: DimensionType;
         data_compressed_chunk_type?: ChunkType;
@@ -505,6 +505,8 @@ export class Job extends Session {
         updated_date?: string,
         source_storage: Storage,
         target_storage: Storage,
+        parent_job_id: number | null;
+        consensus_replicas: number;
     };
 
     constructor(initialData: InitializerType) {
@@ -532,6 +534,8 @@ export class Job extends Session {
             updated_date: undefined,
             source_storage: undefined,
             target_storage: undefined,
+            parent_job_id: null,
+            consensus_replicas: undefined,
         };
 
         this.#data.id = initialData.id ?? this.#data.id;
@@ -546,6 +550,8 @@ export class Job extends Session {
         this.#data.data_chunk_size = initialData.data_chunk_size ?? this.#data.data_chunk_size;
         this.#data.mode = initialData.mode ?? this.#data.mode;
         this.#data.created_date = initialData.created_date ?? this.#data.created_date;
+        this.#data.parent_job_id = initialData.parent_job_id ?? this.#data.parent_job_id;
+        this.#data.consensus_replicas = initialData.consensus_replicas ?? this.#data.consensus_replicas;
 
         if (Array.isArray(initialData.labels)) {
             this.#data.labels = initialData.labels.map((labelData) => {
@@ -641,14 +647,22 @@ export class Job extends Session {
         return this.#data.guide_id;
     }
 
-    public get taskId(): number | null {
+    public get taskId(): number {
         return this.#data.task_id;
     }
 
     public get dimension(): DimensionType {
         return this.#data.dimension;
     }
 
+    public get parentJobId(): number | null {
+        return this.#data.parent_job_id;
+    }
+
+    public get consensusReplicas(): number {
+        return this.#data.consensus_replicas;
+    }
+
     public get dataChunkType(): ChunkType {
         return this.#data.data_compressed_chunk_type;
     }
@@ -751,6 +765,7 @@ export class Task extends Session {
     public readonly organization: number | null;
     public readonly progress: { count: number; completed: number };
     public readonly jobs: Job[];
+    public readonly consensusEnabled: boolean;
 
     public readonly startFrame: number;
     public readonly stopFrame: number;
@@ -810,6 +825,7 @@ export class Task extends Session {
             cloud_storage_id: undefined,
             sorting_method: undefined,
             files: undefined,
+            consensus_enabled: undefined,
 
             validation_mode: null,
         };
@@ -887,6 +903,8 @@ export class Task extends Session {
                     data_chunk_size: data.data_chunk_size,
                     target_storage: initialData.target_storage,
                     source_storage: initialData.source_storage,
+                    parent_job_id: job.parent_job_id,
+                    consensus_replicas: job.consensus_replicas,
                 });
                 data.jobs.push(jobInstance);
             }
@@ -994,6 +1012,9 @@ export class Task extends Session {
                 copyData: {
                     get: () => data.copy_data,
                 },
+                consensusEnabled: {
+                    get: () => data.consensus_enabled,
+                },
                 labels: {
                     get: () => [...data.labels],
                     set: (labels: Label[]) => {

cvat-sdk/cvat_sdk/auto_annotation/__init__.py

@@ -2,7 +2,8 @@
 #
 # SPDX-License-Identifier: MIT
 
-from .driver import BadFunctionError, annotate_task
+from .driver import annotate_task
+from .exceptions import BadFunctionError
 from .interface import (
     DetectionFunction,
     DetectionFunctionContext,