cvat-ai · cvat-bot · Nov 23, 2023 · Nov 6, 2023 · Nov 6, 2023 · Nov 7, 2023
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
@@ -174,6 +174,8 @@ jobs:
           COVERAGE_PROCESS_START: ".coveragerc"
         run: |
           pytest tests/python/ --cov --cov-report=json
+          for COVERAGE_FILE in `find -name "coverage*.json" -type f -printf "%f\n"`; do mv ${COVERAGE_FILE} "${COVERAGE_FILE%%.*}_0.json"; done
+          ONE_RUNNING_JOB_IN_QUEUE_PER_USER="true" pytest tests/python/rest_api/test_queues.py --cov --cov-report=json
 
       - name: Uploading code coverage results as an artifact
         uses: actions/upload-artifact@v3.1.1

diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -16,6 +16,84 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 <!-- scriv-insert-here -->
 
+<a id='changelog-2.9.0'></a>
+## \[2.9.0\] - 2023-11-23
+
+### Added
+
+- CVAT now supports serverless Nuclio functions that return skeleton annotations.
+  We've added a keypoint detector that supports skeletons for the following classes:
+  body, head, foot, and hands. Deployment command: `./deploy_cpu.sh pytorch/mmpose/hrnet32/nuclio/`
+  (<https://github.com/opencv/cvat/pull/7033>)
+
+- Implemented a feature that allows slicing one polygon/mask shape into two parts
+  (<https://github.com/opencv/cvat/pull/7084>)
+
+- Implemented a feature that allows joining several masks into a single one
+  (<https://github.com/opencv/cvat/pull/7084>)
+
+- \[Helm\] Introduced values that apply to all backend deployments/jobs
+  (<https://github.com/opencv/cvat/pull/7148>)
+
+### Changed
+
+- The "use cache" option on the server is now ignored when creating a
+  task with cloud storage data (<https://github.com/opencv/cvat/pull/7087>)
+
+- The Docker Compose file and Helm chart have been updated to enable Traefik
+  access logs by default and change the log format to JSON
+  (<https://github.com/opencv/cvat/pull/7109>)
+
+- \[Helm\] The PersistentVolumeClaim for the volume used to hold application
+  data is now retained after uninstall
+  (<https://github.com/opencv/cvat/pull/7123>)
+
+- \[Helm\] All backend-related deployments now
+  use `cvat-app` as the value for the `app` label
+  (<https://github.com/opencv/cvat/pull/7127>)
+
+- \[Helm\] The minimum compatible Kubernetes version
+  is now 1.19.0 (<https://github.com/opencv/cvat/pull/7132>)
+
+- \[Helm\] The CVAT hostname can now be configured with `ingress.hostname` option
+  (<https://github.com/opencv/cvat/pull/7132>)
+
+- \[Helm\] The `ingress.tls` configuration has been reworked.
+  (<https://github.com/opencv/cvat/pull/7132>)
+
+- \[Helm\] The Traefik subchart updated to 25.0.0 (appVersion v2.10.5)
+  (<https://github.com/opencv/cvat/pull/7132>)
+
+- \[Docker Compose\] Traefik updated to v2.10.\*
+  (<https://github.com/opencv/cvat/pull/7150>)
+
+### Removed
+
+- Support for V1 cloudstorages/id/content endpoint
+  (<https://github.com/opencv/cvat/pull/6946>)
+
+- \[Helm\] `ingress.hosts` has been removed, use `ingress.hostname` instead.
+  (<https://github.com/opencv/cvat/pull/7132>)
+
+### Fixed
+
+- Fixed a data race condition during GT job creation
+  (<https://github.com/opencv/cvat/pull/7096>)
+
+- Resolved an issue where the job state could not be changed
+  multiple times without reloading the annotation view
+  (<https://github.com/opencv/cvat/pull/7158>)
+
+- Corrected an issue where compressed chunks did not
+  utilize the Exif rotation tag
+  (<https://github.com/opencv/cvat/pull/7162>)
+
+- Minor styling issues on empty models page
+  (<https://github.com/opencv/cvat/pull/7164>)
+
+- Fixed minor issue when brush marker is appended to a final mask
+  (<https://github.com/opencv/cvat/pull/7168>)
+
 <a id='changelog-2.8.2'></a>
 ## \[2.8.2\] - 2023-11-06
 
@@ -61,8 +139,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
   (<https://github.com/opencv/cvat/pull/7025>)
 
 - Bug with viewing dependent RQ jobs for downloading resources from
-cloud storage when file path contains sub-directories.
-This is relevant for admins that can view detailed information about RQ queues.
+  cloud storage when file path contains sub-directories.
+  This is relevant for admins that can view detailed information about RQ queues.
   (<https://github.com/opencv/cvat/pull/6975>)
 
 - OpenCV.js memory leak with TrackerMIL

@@ -14,7 +14,7 @@ identifiers:
   - type: doi
     value: 10.5281/zenodo.4009388
 repository-code: 'https://github.com/opencv/cvat'
-url: 'http://cvat.ai/'
+url: 'https://cvat.ai/'
 abstract: >-
   Annotate better with CVAT, the industry-leading
   data engine for machine learning. Used and trusted
@@ -33,6 +33,6 @@ keywords:
   - deep-learning
   - annotation
 license: MIT
-version: 2.2.0
-date-released: '2022-09-12'
+version: 2.8.2
+date-released: '2023-11-06'
 
@@ -22,144 +22,16 @@ yarn run build
 yarn run build --mode=development     # without a minification
 ```
 
-## Using
-
-Canvas itself handles:
-
-- Shape context menu (PKM)
-- Image moving (mousedrag)
-- Image resizing (mousewheel)
-- Image fit (dblclick)
-- Remove point (PKM)
-- Polyshape editing (Shift + LKM)
-
 ### API Methods
 
-```ts
-    enum RectDrawingMethod {
-        CLASSIC = 'By 2 points',
-        EXTREME_POINTS = 'By 4 points'
-    }
-
-    enum CuboidDrawingMethod {
-        CLASSIC = 'From rectangle',
-        CORNER_POINTS = 'By 4 points',
-    }
-
-    enum Mode {
-        IDLE = 'idle',
-        DRAG = 'drag',
-        RESIZE = 'resize',
-        DRAW = 'draw',
-        EDIT = 'edit',
-        MERGE = 'merge',
-        SPLIT = 'split',
-        GROUP = 'group',
-        INTERACT = 'interact',
-        SELECT_ROI = 'select_roi',
-        DRAG_CANVAS = 'drag_canvas',
-        ZOOM_CANVAS = 'zoom_canvas',
-    }
-
-    interface Configuration {
-      smoothImage?: boolean;
-      autoborders?: boolean;
-      displayAllText?: boolean;
-      textFontSize?: number;
-      textPosition?: 'auto' | 'center';
-      textContent?: string;
-      undefinedAttrValue?: string;
-      showProjections?: boolean;
-      forceDisableEditing?: boolean;
-      intelligentPolygonCrop?: boolean;
-      forceFrameUpdate?: boolean;
-      creationOpacity?: number;
-      CSSImageFilter?: string;
-    }
-
-    interface DrawData {
-        enabled: boolean;
-        shapeType?: string;
-        rectDrawingMethod?: RectDrawingMethod;
-        cuboidDrawingMethod?: CuboidDrawingMethod;
-        numberOfPoints?: number;
-        initialState?: any;
-        crosshair?: boolean;
-    }
-
-    interface InteractionData {
-        shapeType: string;
-        minVertices?: number;
-    }
-
-    interface GroupData {
-        enabled: boolean;
-        resetGroup?: boolean;
-    }
-
-    interface MergeData {
-        enabled: boolean;
-    }
-
-    interface SplitData {
-        enabled: boolean;
-    }
-
-    interface InteractionResult {
-        points: number[];
-        shapeType: string;
-        button: number;
-    };
-
-    interface DrawnData {
-        shapeType: string;
-        points: number[];
-        objectType?: string;
-        occluded?: boolean;
-        attributes?: [index: number]: string;
-        label?: Label;
-        color?: string;
-    }
-
-    interface Canvas {
-        html(): HTMLDivElement;
-        setup(frameData: any, objectStates: any[], zLayer?: number): void;
-        setupReviewROIs(reviewROIs: Record<number, number[]>): void;
-        activate(clientID: number | null, attributeID?: number): void;
-        rotate(rotationAngle: number): void;
-        focus(clientID: number, padding?: number): void;
-        fit(): void;
-        grid(stepX: number, stepY: number): void;
-
-        interact(interactionData: InteractionData): void;
-        draw(drawData: DrawData): void;
-        group(groupData: GroupData): void;
-        split(splitData: SplitData): void;
-        merge(mergeData: MergeData): void;
-        select(objectState: any): void;
-
-        fitCanvas(): void;
-        bitmap(enable: boolean): void;
-        selectROI(enable: boolean): void;
-        dragCanvas(enable: boolean): void;
-        zoomCanvas(enable: boolean): void;
-
-        mode(): Mode;
-        cancel(): void;
-        configure(configuration: Configuration): void;
-        isAbleToChangeFrame(): boolean;
-        destroy(): void;
-
-        readonly geometry: Geometry;
-    }
-```
+For API methods, their arguments and return types, please look at ``canvas.ts``.
 
 ### API CSS
 
 - All drawn objects (shapes, tracks) have an id `cvat_canvas_shape_{objectState.clientID}`
 - Drawn shapes and tracks have classes `cvat_canvas_shape`,
   `cvat_canvas_shape_activated`,
-  `cvat_canvas_shape_grouping`,
+  `cvat_canvas_shape_selection`,
   `cvat_canvas_shape_merging`,
   `cvat_canvas_shape_drawing`,
   `cvat_canvas_shape_occluded`
@@ -185,10 +57,12 @@ Standard JS events are used.
     - canvas.drawn => {state: DrawnData}
     - canvas.interacted => {shapes: InteractionResult[]}
     - canvas.editstart
-    - canvas.edited => {state: ObjectState, points: number[]}
-    - canvas.splitted => {state: ObjectState}
-    - canvas.groupped => {states: ObjectState[]}
-    - canvas.merged => {states: ObjectState[]}
+    - canvas.edited => {state: ObjectState, points: number[], rotation?: number}
+    - canvas.splitted => {state: ObjectState, frame: number, duration: number}
+    - canvas.groupped => {states: ObjectState[], duration: number}
+    - canvas.joined => {states: ObjectState[], points: number[], duration: number}
+    - canvas.sliced => {state: ObjectState, results: number[][], duration: number}
+    - canvas.merged => {states: ObjectState[], duration: number}
     - canvas.canceled
     - canvas.dragstart
     - canvas.dragstop
@@ -197,11 +71,13 @@ Standard JS events are used.
     - canvas.zoom
     - canvas.reshape
     - canvas.fit
+    - canvas.regionselected => {points: number[]}
     - canvas.dragshape => {id: number}
     - canvas.roiselected => {points: number[]}
     - canvas.resizeshape => {id: number}
     - canvas.contextmenu => { mouseEvent: MouseEvent, objectState: ObjectState,  pointID: number }
-    - canvas.error => { exception: Error }
+    - canvas.message => { messages: { type: 'text' | 'list'; content: string | string[]; className?: string; icon?: 'info' | 'loading' }[] | null, topic: string }
+    - canvas.error => { exception: Error, domain?: string }
     - canvas.destroy
 ```
 
@@ -232,28 +108,31 @@ canvas.draw({
 
 ## API Reaction
 
-|                   | IDLE | GROUP | SPLIT | DRAW | MERGE | EDIT | DRAG | RESIZE | ZOOM_CANVAS | DRAG_CANVAS | INTERACT |
-| ----------------- | ---- | ----- | ----- | ---- | ----- | ---- | ---- | ------ | ----------- | ----------- | -------- |
-| setup()           | +    | +     | +     | +/-  | +     | +/-  | +/-  | +/-    | +           | +           | +        |
-| activate()        | +    | -     | -     | -    | -     | -    | -    | -      | -           | -           | -        |
-| rotate()          | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
-| focus()           | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
-| fit()             | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
-| grid()            | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
-| draw()            | +    | -     | -     | +    | -     | -    | -    | -      | -           | -           | -        |
-| interact()        | +    | -     | -     | -    | -     | -    | -    | -      | -           | -           | +        |
-| split()           | +    | -     | +     | -    | -     | -    | -    | -      | -           | -           | -        |
-| group()           | +    | +     | -     | -    | -     | -    | -    | -      | -           | -           | -        |
-| merge()           | +    | -     | -     | -    | +     | -    | -    | -      | -           | -           | -        |
-| fitCanvas()       | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
-| dragCanvas()      | +    | -     | -     | -    | -     | -    | +    | -      | -           | +           | -        |
-| zoomCanvas()      | +    | -     | -     | -    | -     | -    | -    | +      | +           | -           | -        |
-| cancel()          | -    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
-| configure()       | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
-| bitmap()          | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
-| setZLayer()       | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
-| setupReviewROIs() | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
-| destroy()         | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        |
+|                | IDLE | GROUP | SPLIT | DRAW | MERGE | EDIT | DRAG | RESIZE | ZOOM_CANVAS | DRAG_CANVAS | INTERACT | JOIN | SLICE | SELECT_REGION |
+| -------------- | ---- | ----- | ----- | ---- | ----- | ---- | ---- | ------ | ----------- | ----------- | -------- | ---- | ----- | ------------- |
+| setup()        | +    | +     | +     | +/-  | +     | +/-  | +/-  | +/-    | +           | +           | +        | +    | +     | +             |
+| activate()     | +    | -     | -     | -    | -     | -    | -    | -      | -           | -           | -        | -    | -     | -             |
+| rotate()       | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        | +    | +     | +             |
+| focus()        | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        | +    | +     | +             |
+| fit()          | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        | +    | +     | +             |
+| grid()         | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        | +    | +     | +             |
+| draw()         | +    | -     | -     | +    | -     | -    | -    | -      | -           | -           | -        | -    | -     | -             |
+| interact()     | +    | -     | -     | -    | -     | -    | -    | -      | -           | -           | +        | -    | -     | -             |
+| split()        | +    | -     | +     | -    | -     | -    | -    | -      | -           | -           | -        | -    | -     | -             |
+| group()        | +    | +     | -     | -    | -     | -    | -    | -      | -           | -           | -        | -    | -     | -             |
+| merge()        | +    | -     | -     | -    | +     | -    | -    | -      | -           | -           | -        | -    | -     | -             |
+| edit()         | +    | -     | -     | -    | -     | +    | -    | -      | -           | -           | -        | -    | -     | -             |
+| join()         | +    | -     | -     | -    | -     | -    | -    | -      | -           | -           | -        | +    | -     | -             |
+| slice()        | +    | -     | -     | -    | -     | -    | -    | -      | -           | -           | -        | -    | +     | -             |
+| selectRegion() | +    | -     | -     | -    | -     | -    | -    | -      | -           | -           | -        | -    | -     | +             |
+| fitCanvas()    | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        | +    | +     | +             |
+| dragCanvas()   | +    | -     | -     | -    | -     | -    | +    | -      | -           | +           | -        | -    | -     | -             |
+| zoomCanvas()   | +    | -     | -     | -    | -     | -    | -    | +      | +           | -           | -        | -    | -     | -             |
+| cancel()       | -    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        | +    | +     | +             |
+| configure()    | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        | +    | +     | +             |
+| bitmap()       | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        | +    | +     | +             |
+| setZLayer()    | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        | +    | +     | +             |
+| destroy()      | +    | +     | +     | +    | +     | +    | +    | +      | +           | +           | +        | +    | +     | +             |
 
 <!--lint enable maximum-line-length-->
 

@@ -1,6 +1,6 @@
 {
   "name": "cvat-canvas",
-  "version": "2.18.1",
+  "version": "2.19.0",
   "description": "Part of Computer Vision Annotation Tool which presents its canvas library",
   "main": "src/canvas.ts",
   "scripts": {