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Walkthrough
The recent changes enhance the CVAT system by introducing a new functionID within the Operation type and adding an AUTOANNOTATE action to the RequestAction class. These modifications improve operation tracking and expand the capabilities related to automated annotations. Additionally, updates to serializers, job handling, and schema definitions increase the flexibility and robustness of the system, further supporting effective request processing and metadata management.
Changes
| Files | Change Summary |
|---|---|
cvat-core/src/request.ts |
Added functionID to Operation type; updated Request class to include functionID in the constructed object. |
cvat/apps/engine/models.py |
Introduced AUTOANNOTATE to RequestAction, expanding available request actions. |
cvat/apps/engine/rq_job_handler.py |
Added FUNCTION_ID to RQJobMetaField; updated _OPTIONAL_FIELD_REQUIREMENTS to include RequestAction.AUTOANNOTATE; modified render and parse methods. |
cvat/apps/engine/serializers.py |
Introduced function_id as an optional field in RequestDataOperationSerializer and updated to_representation method. |
cvat/apps/lambda_manager/views.py |
Refined enqueue method logic for job handling; included RQJobMetaField.FUNCTION_ID in job metadata creation. |
cvat/schema.yml |
Added autoannotate to schema enum; introduced nullable function_id property in components. |
Sequence Diagram(s)
sequenceDiagram
participant User
participant LambdaManager
participant RQJobMetaField
participant RQId
User->>LambdaManager: Request job for auto annotation
LambdaManager->>RQId: Create job identifier
LambdaManager->>RQJobMetaField: Set job metadata including FUNCTION_ID
RQJobMetaField-->>LambdaManager: Return metadata
LambdaManager-->>User: Job successfully enqueued🐇 In the land of code where the rabbits play,
New features hop in to brighten the day!
With function IDs and actions anew,
Autoannotate joins the crew!
Let’s celebrate this vibrant spree,
With joy in our hearts, as happy as can be! 🌼✨
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SpecLad
sonarcloud[bot]
Define an RQ ID format for auto-annotation jobs, and make use of it.
Add a
function_idfield toRequestSerializer, so that the general request API can expose the same information as the lambda request API. (In truth, the lambda request API also exposes the "threshold" field, but the UI doesn't use it, and I don't see the point in having it.)Note that this doesn't actually enable the general request API for auto-annotation requests. This is because a similar patch needs to first be applied to the Enterprise version, otherwise requests for Roboflow/Hugging Face jobs will be invisible.
Motivation and context
We're trying to unify the API for managing long-running requests.
How has this been tested?
Manual testing.
Checklist
developbranch[ ] I have created a changelog fragment[ ] I have updated the documentation accordingly[ ] I have added tests to cover my changesLicense
Summary by CodeRabbit
New Features
functionIDproperty to enhance operation tracking.AUTOANNOTATEaction to expand request handling options.function_idfield in serializers for better data representation.Bug Fixes
Documentation
autoannotateoperation type andfunction_idproperty.