Release v2.9.0 #7165
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Release v2.9.0 #7165
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### Motivation and context Resolved #3756 Resolved #5324 Used model is UBody via mmpose https://mmpose.readthedocs.io/en/latest/model_zoo/wholebody_2d_keypoint.html#topdown-heatmap-hrnet-ubody-coco-wholebody-on-ubody2d Optional: - [ ] Try different detectors from mmdetect - [ ] GPU support (it very quick on CPU as well) **Deploy with**: ```./deploy_cpu.sh pytorch/mmpose/ubody2d/nuclio/``` **Recommendations**: redeploy this list of functions if you use any of them after using this code - tensorflow/faster_rcnn_inception_v2_coco/nuclio/ - tensorflow/matterport/mask_rcnn/nuclio/ - pytorch/facebookresearch/detectron2/retinanet_r101/nuclio/ - openvino/omz/public/yolo-v3-tf/nuclio/ - onnx/WongKinYiu/yolov7/nuclio/ - openvino/omz/public/mask_rcnn_inception_resnet_v2_atrous_coco/nuclio/ - openvino/omz/public/faster_rcnn_inception_resnet_v2_atrous_coco/nuclio/ - openvino/omz/intel/text-detection-0004/nuclio/ - openvino/omz/intel/semantic-segmentation-adas-0001/nuclio/ - openvino/omz/intel/face-detection-0205/nuclio/
Co-authored-by: cvat-bot[bot] <147643061+cvat-bot[bot]@users.noreply.github.com>
It's been deprecated in 3.12, and `fromtimestamp` is easier to use anyway. In addition, drop the pytz dependency, since the UTC time zone is available in the standard library.
…ith cache enabled (#7087)
It's possible to get more than 1 GT job in a task in the case of concurrent creation requests. This PR fixes this by introducing a task row-level lock in the DB for the update transaction. - Fixed GT job creation race condition
Currently, Helm will delete the PVC when you uninstall your CVAT release, which makes it easy to unintentionally lose data. Add a `helm.sh/resource-policy` annotation to prevent that from happening. This makes the data PVC consistent with the other PVCs created as part of the Helm chart (ones belonging to PostgreSQL, KeyDB and Clickhouse), which are also not deleted upon uninstall, albeit for a different reason: they are created by the corresponding StatefulSets, and StatefulSets retain their volumes when they are deleted.
<!-- Raise an issue to propose your change (https://github.com/opencv/cvat/issues). It helps to avoid duplication of efforts from multiple independent contributors. Discuss your ideas with maintainers to be sure that changes will be approved and merged. Read the [Contribution guide](https://opencv.github.io/cvat/docs/contributing/). --> <!-- Provide a general summary of your changes in the Title above --> ### Motivation and context <!-- Why is this change required? What problem does it solve? If it fixes an open issue, please link to the issue here. Describe your changes in detail, add screenshots. --> ### How has this been tested? <!-- Please describe in detail how you tested your changes. Include details of your testing environment, and the tests you ran to see how your change affects other areas of the code, etc. --> ### Checklist <!-- Go over all the following points, and put an `x` in all the boxes that apply. If an item isn't applicable for some reason, then ~~explicitly strikethrough~~ the whole line. If you don't do that, GitHub will show incorrect progress for the pull request. If you're unsure about any of these, don't hesitate to ask. We're here to help! --> - [x] I submit my changes into the `develop` branch - [ ] I have created a changelog fragment <!-- see top comment in CHANGELOG.md --> - [ ] I have updated the documentation accordingly - [ ] I have added tests to cover my changes - [ ] I have linked related issues (see [GitHub docs]( https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword)) - [ ] I have increased versions of npm packages if it is necessary ([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning), [cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning), [cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning) and [cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning)) ### License - [x] I submit _my code changes_ under the same [MIT License]( https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the project. Feel free to contact the maintainers if that's a concern.
<!-- Raise an issue to propose your change (https://github.com/opencv/cvat/issues). It helps to avoid duplication of efforts from multiple independent contributors. Discuss your ideas with maintainers to be sure that changes will be approved and merged. Read the [Contribution guide](https://opencv.github.io/cvat/docs/contributing/). --> <!-- Provide a general summary of your changes in the Title above --> ### Motivation and context <!-- Why is this change required? What problem does it solve? If it fixes an open issue, please link to the issue here. Describe your changes in detail, add screenshots. --> The templates for the various backend service deployments differ in many ways, but a lot of those differences can be eliminated. That way, it becomes easier to compare different templates, to create new services, and to make changes across all templates. Specific differences which are eliminated are as follows: * Different sets of values are used for customization. This can be mitigated by putting the specific set of values in a local variable once. That way, only the variable assignment needs to differ. * Containers and volumes are named differently. There's no need for this, since these names are local to a pod. Just name all analogous containers/volumes the same thing. * Some deployments use different values for the `app` label. This just seems incorrect, since they all belong to the same app. Standardize on `cvat-app` as the value. * Some deployments forget to check disableDistinctCachePerService. That seems like a bug. * There are minor formatting differences. Ideally I'd like to reduce these templates to just calling one big shared template with service-specific parameters, but there are still enough differences between the templates that I don't feel like doing that just yet. ### How has this been tested? <!-- Please describe in detail how you tested your changes. Include details of your testing environment, and the tests you ran to see how your change affects other areas of the code, etc. --> `helm template` ### Checklist <!-- Go over all the following points, and put an `x` in all the boxes that apply. If an item isn't applicable for some reason, then ~~explicitly strikethrough~~ the whole line. If you don't do that, GitHub will show incorrect progress for the pull request. If you're unsure about any of these, don't hesitate to ask. We're here to help! --> - [x] I submit my changes into the `develop` branch - ~~[ ] I have created a changelog fragment~~ <!-- see top comment in CHANGELOG.md --> - ~~[ ] I have updated the documentation accordingly~~ - ~~[ ] I have added tests to cover my changes~~ - ~~[ ] I have linked related issues (see [GitHub docs]( https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword))~~ - ~~[ ] I have increased versions of npm packages if it is necessary ([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning), [cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning), [cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning) and [cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning))~~ ### License - [x] I submit _my code changes_ under the same [MIT License]( https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the project. Feel free to contact the maintainers if that's a concern.
…7148) Since backend pods are all fairly similar, it stands to reason that users would want to apply similar configuration to them. Add some `cvat.backend.*` parameters that are applied to all backend deployments/jobs.
Added: - Generate ingress based on parameter `ingress: true/false` - Ability to configure cvat hostname using an override value file instead of the ugly --set option in helm - Removed some deprecated ingress specifications
This will be useful for debugging issues and gathering statistics. Use the JSON format, since that allows us to include more information than the traditional HTTP access logs. Switch the other logs to JSON as well, for ease of parsing.
The PR contains a REST API test that checks that a single user cannot clog the import queue with his tasks.
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bsekachev,
mdacoca,
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Hmm, something screwy is going on here... there shouldn't be merge conflicts. I think I'm going to restart the release regardless, since I'd like to include #6946. |
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Added
CVAT now supports serverless Nuclio functions returning skeleton annotations. Added keypoint detector supporting skeletons with following classes: body, head, foot, hands. Deployment command:
./deploy_cpu.sh pytorch/mmpose/hrnet32/nuclio/(Added skeleton keypoints detector COCO Whole Body #7033)Implemented a feature allowing to slice one polygon/mask shape into two parts (Added new tools to join masks together and to slice a polygon/mask into two parts #7084)
Implemented a feature allowing to join several masks into a single one (Added new tools to join masks together and to slice a polygon/mask into two parts #7084)
[Helm] Values that apply to all backend deployments/jobs (helm-chart: add a way to easily set parameters for all backend pods #7148)
Changed
Ignore the "use cache" option on the server when creating a task with cloud storage data (except images) (Handle task creation with unsupported data types from cloud storage with cache enabled #7087)
The Docker Compose file and Helm chart now enable Traefik access logs by default, and change the log format to JSON (Turn on Traefik access logs #7109)
[Helm] The PersistentVolumeClaim for the volume used to hold application data is now retained after uninstall (Helm: keep the data PersistentVolumeClaim after uninstall #7123)
[Helm] All backend-related deployments now use
cvat-appas the value for theapplabel (helm-chart: make backend templates more uniform #7127)[Helm] Minimum compatible Kubernetes version is 1.19.0. ([Helm] update ingress templates #7132)
[Helm] The CVAT hostname can be configured with
ingress.hostnameoption. ([Helm] update ingress templates #7132)[Helm]
ingress.tlsconfiguration has been reworked. ([Helm] update ingress templates #7132)[Helm] Traefik subchart updated to 25.0.0 (appVersion v2.10.5) ([Helm] update ingress templates #7132)
[Docker Compose] Update Traefik to v2.10.* (Update traefik to 2.10.* #7150)
Removed
[Helm]
ingress.hostshas been removed, useingress.hostnameinstead. (#7132)Fixed
Data race condition during GT job creation (Fix GT job creation races #7096)
Job state can not be changed many time without reloading annotation view. (Fixed multiple changing job state #7158)
Compressed chunks do not use exif rotation tag (Fixed missed exif rotation #7162)