CVAT Analytics API
The analytics API from CVAT — 1 operation(s) for analytics.
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OpenAPI Specification
openapi: 3.2.0
info:
title: CVAT REST Analytics API
version: 2.79.0 (2.0)
description: REST API for Computer Vision Annotation Tool (CVAT)
termsOfService: https://www.google.com/policies/terms/
contact:
name: CVAT.ai team
url: https://github.com/cvat-ai/cvat
email: support@cvat.ai
license:
name: MIT License
url: https://en.wikipedia.org/wiki/MIT_License
tags:
- name: Analytics
paths:
/api/analytics/reports:
get:
operationId: analytics_get_reports
description: Receive analytics report
summary: Get an analytics report
parameters:
- in: query
name: end_date
schema:
type: string
format: date-time
description: UTC end date for events filtration. Default is the current time.
- in: query
name: job_id
schema:
type: integer
description: Specify job ID
- in: query
name: project_id
schema:
type: integer
description: Specify project ID
- in: query
name: start_date
schema:
type: string
format: date-time
description: UTC start date for events filtration. Default is the minimal time.
- in: query
name: task_id
schema:
type: integer
description: Specify task ID
tags:
- Analytics
security:
- tokenAuth: []
- accessTokenAuth: []
- sessionAuth: []
csrfAuth: []
csrfHeaderAuth: []
- basicAuth: []
responses:
'200':
content:
application/vnd.cvat+json:
schema:
$ref: '#/components/schemas/AnalyticsReport'
description: ''
'204':
description: Report not found
'404':
description: Resource not found
post:
operationId: analytics_create_report
summary: Create an analytics report
parameters:
- in: query
name: rq_id
schema:
type: string
description: 'The report creation request id. Can be specified to check the report
creation status.
'
tags:
- Analytics
requestBody:
content:
application/json:
schema:
$ref: '#/components/schemas/CreateAnalyticsReportBodyRequest'
security:
- tokenAuth: []
- accessTokenAuth: []
- sessionAuth: []
csrfAuth: []
csrfHeaderAuth: []
- basicAuth: []
responses:
'202':
content:
application/vnd.cvat+json:
schema:
$ref: '#/components/schemas/RqId'
description: 'A analytics report request has been enqueued, the request id is returned.
The request status can be checked by using common requests API: `GET /api/requests/<rq_id>`
'
'400':
description: Invalid or failed request, check the response data for details
components:
schemas:
JobType:
enum:
- annotation
- ground_truth
- consensus_replica
type: string
description: '* `annotation` - ANNOTATION
* `ground_truth` - GROUND_TRUTH
* `consensus_replica` - CONSENSUS_REPLICA'
CreateAnalyticsReportBodyRequest:
type: object
properties:
job_id:
type: integer
task_id:
type: integer
project_id:
type: integer
JobStage:
enum:
- annotation
- validation
- acceptance
type: string
description: '* `annotation` - ANNOTATION
* `validation` - VALIDATION
* `acceptance` - ACCEPTANCE'
RqId:
type: object
properties:
rq_id:
type: string
description: Request id
required:
- rq_id
Count:
type: object
properties:
shapes:
type: integer
tracks:
type: integer
manual:
type: integer
interpolated:
type: integer
required:
- interpolated
- manual
- shapes
- tracks
AnalyticsReport:
type: object
properties:
created_date:
type: string
format: date-time
updated_date:
type: string
format: date-time
target:
$ref: '#/components/schemas/QualityReportTarget'
job_id:
type: integer
task_id:
type: integer
project_id:
type: integer
statistics:
type: array
items: {}
default: []
events:
type: array
items:
$ref: '#/components/schemas/ReportEvent'
annotations:
type: array
items:
$ref: '#/components/schemas/AnnotationsStatistics'
required:
- annotations
- created_date
- events
- target
- updated_date
ReportEvent:
type: object
properties:
task_id:
type: integer
task_name:
type: string
job_id:
type: integer
type:
$ref: '#/components/schemas/JobType'
frame_count:
type: integer
exists:
type: boolean
objects:
type: integer
assignee:
type: string
stage:
$ref: '#/components/schemas/JobStage'
state:
$ref: '#/components/schemas/OperationStatus'
user:
type: string
working_time:
type: number
format: double
created_date:
type: string
format: date-time
updated_date:
type: string
format: date-time
created_objects:
type: integer
updated_objects:
type: integer
deleted_objects:
type: integer
required:
- assignee
- created_date
- created_objects
- deleted_objects
- exists
- frame_count
- job_id
- objects
- stage
- state
- task_id
- task_name
- type
- updated_date
- updated_objects
- user
- working_time
AnnotationsStatistics:
type: object
properties:
label_id:
type: integer
label_name:
type: string
rectangle:
$ref: '#/components/schemas/Count'
ellipse:
$ref: '#/components/schemas/Count'
polygon:
$ref: '#/components/schemas/Count'
polyline:
$ref: '#/components/schemas/Count'
points:
$ref: '#/components/schemas/Count'
mask:
$ref: '#/components/schemas/Count'
cuboid:
$ref: '#/components/schemas/Count'
skeleton:
$ref: '#/components/schemas/Count'
tag:
$ref: '#/components/schemas/Count'
required:
- cuboid
- ellipse
- label_id
- label_name
- mask
- points
- polygon
- polyline
- rectangle
- skeleton
- tag
QualityReportTarget:
enum:
- job
- task
- project
type: string
description: '* `job` - JOB
* `task` - TASK
* `project` - PROJECT'
OperationStatus:
enum:
- new
- in progress
- completed
- rejected
type: string
description: '* `new` - NEW
* `in progress` - IN_PROGRESS
* `completed` - COMPLETED
* `rejected` - REJECTED'
securitySchemes:
accessTokenAuth:
type: http
scheme: bearer
description: 'To authenticate using an API Access token, you need to include
the ''Authentication'' header with the ''Bearer '' prefix
An API Access token has to be issued in the user profile section of the UI or
via the /auth/access_tokens API before this authentication method can be used.
'
basicAuth:
type: http
scheme: basic
csrfAuth:
type: apiKey
in: cookie
name: csrftoken
description: 'A CSRF protection token. Can be received in the ''csrftoken'' cookie in the
server response on the /api/auth/login endpoint. The ''Origin'' header
must also be specified in the request.
'
csrfHeaderAuth:
type: apiKey
in: header
name: X-CSRFToken
description: 'A CSRF protection token. Can be received in the ''csrftoken'' cookie in the
server response on the /api/auth/login endpoint. The ''Origin'' header
must also be specified in the request.
'
sessionAuth:
type: apiKey
in: cookie
name: sessionid
tokenAuth:
type: apiKey
in: header
name: Authorization
description: 'Deprecated.
You can obtain an API key (the token) from the server response on
the /api/auth/login/ endpoint.
'
x-token-prefix: Token
externalDocs:
description: CVAT documentation
url: https://docs.cvat.ai/docs/
x-provenance:
method: harvested
publisher: CVAT
source: https://app.cvat.ai/api/schema/
note: split by refine-openapis from the provider's own published document, verified by fetch (openapi/_original/*.fetch.json);
stamped by stamp-openapi-provenance.py (roadmap#793)