JobsApi class reference

All URIs are relative to http://localhost

Method HTTP request Description
create POST /api/jobs Create a job
create_annotations POST /api/jobs/{id}/annotations/ Import annotations into a job
create_dataset_export POST /api/jobs/{id}/dataset/export Initialize process to export resource as a dataset in a specific format
destroy DELETE /api/jobs/{id} Delete a job
destroy_annotations DELETE /api/jobs/{id}/annotations/ Delete job annotations
list GET /api/jobs List jobs
partial_update PATCH /api/jobs/{id} Update a job
partial_update_annotations PATCH /api/jobs/{id}/annotations/ Update job annotations
partial_update_data_meta PATCH /api/jobs/{id}/data/meta Update metainformation for media files in a job
partial_update_validation_layout PATCH /api/jobs/{id}/validation_layout Allows updating current validation configuration
retrieve GET /api/jobs/{id} Get job details
retrieve_annotations GET /api/jobs/{id}/annotations/ Get job annotations or export job annotations as a dataset in a specific format
retrieve_data GET /api/jobs/{id}/data Get data of a job
retrieve_data_meta GET /api/jobs/{id}/data/meta Get metainformation for media files in a job
retrieve_dataset GET /api/jobs/{id}/dataset Export job as a dataset in a specific format
retrieve_preview GET /api/jobs/{id}/preview Get a preview image for a job
retrieve_validation_layout GET /api/jobs/{id}/validation_layout Allows getting current validation configuration
update_annotations PUT /api/jobs/{id}/annotations/ Replace job annotations / Get annotation import status

create

create( job_write_request, **kwargs )

Create a job

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    job_write_request = JobWriteRequest(
        assignee=1,
        stage=JobStage("annotation"),
        state=OperationStatus("new"),
        type=JobType("annotation"),
        task_id=1,
        frame_selection_method=FrameSelectionMethod("random_uniform"),
        frame_count=1,
        frame_share=3.14,
        frames_per_job_count=1,
        frames_per_job_share=3.14,
        random_seed=0,
        seed=0,
        frames=[
            0,
        ],
    ) # JobWriteRequest | 

    try:
        (data, response) = api_client.jobs_api.create(
            job_write_request,)
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.create(): %s\n" % e)

Parameters

Name Type Description Notes
job_write_request JobWriteRequest

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[JobRead, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: application/json
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
201 -

create_annotations

create_annotations( id, cloud_storage_id=None, filename=None, format=None, location=None, use_default_location=None, annotation_file_request=None, **kwargs )

Import annotations into a job

The request POST /api/jobs/id/annotations will initiate the import and will create the rq job on the server in which the import will be carried out. Please, use the PUT /api/jobs/id/annotations endpoint for checking status of the process.

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.
    cloud_storage_id = 1 # int | Storage id (optional)
    filename = "filename_example" # str | Annotation file name (optional)
    format = "format_example" # str | Input format name You can get the list of supported formats at: /server/annotation/formats (optional)
    location = "cloud_storage" # str | where to import the annotation from (optional)
    use_default_location = True # bool | Use the location that was configured in the task to import annotation (optional) if omitted the server will use the default value of True
    annotation_file_request = AnnotationFileRequest(
        annotation_file=open('/path/to/file', 'rb'),
    ) # AnnotationFileRequest |  (optional)

    try:
        api_client.jobs_api.create_annotations(
            id,
            cloud_storage_id=cloud_storage_id,
            filename=filename,
            format=format,
            location=location,
            use_default_location=use_default_location,
            annotation_file_request=annotation_file_request,
        )
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.create_annotations(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.
cloud_storage_id int Storage id [optional]
filename str Annotation file name [optional]
format str Input format name You can get the list of supported formats at: /server/annotation/formats [optional]
location str where to import the annotation from [optional]
use_default_location bool Use the location that was configured in the task to import annotation [optional] if omitted the server will use the default value of True
annotation_file_request AnnotationFileRequest [optional]

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[None, urllib3.HTTPResponse].

Returns a tuple with 2 values: (None, raw_response).

This endpoint does not have any return value, so None is always returned as the first value. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: application/json, multipart/form-data
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
201 Uploading has finished -
202 Uploading has been started -
405 Format is not available -

create_dataset_export

create_dataset_export( format, id, cloud_storage_id=None, filename=None, location=None, save_images=None, **kwargs )

Initialize process to export resource as a dataset in a specific format

The request POST /api/<projects|tasks|jobs>/id/dataset/export will initialize a background process to export a dataset. To check status of the process please, use GET /api/requests/<rq_id> where rq_id is request ID returned in the response for this endpoint.

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    format = "format_example" # str | Desired output format name You can get the list of supported formats at: /server/annotation/formats
    id = 1 # int | A unique integer value identifying this job.
    cloud_storage_id = 1 # int | Storage id (optional)
    filename = "filename_example" # str | Desired output file name (optional)
    location = "cloud_storage" # str | Where need to save downloaded dataset (optional)
    save_images = False # bool | Include images or not (optional) if omitted the server will use the default value of False

    try:
        (data, response) = api_client.jobs_api.create_dataset_export(
            format,
            id,
            cloud_storage_id=cloud_storage_id,
            filename=filename,
            location=location,
            save_images=save_images,
        )
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.create_dataset_export(): %s\n" % e)

Parameters

Name Type Description Notes
format str Desired output format name You can get the list of supported formats at: /server/annotation/formats
id int A unique integer value identifying this job.
cloud_storage_id int Storage id [optional]
filename str Desired output file name [optional]
location str Where need to save downloaded dataset [optional]
save_images bool Include images or not [optional] if omitted the server will use the default value of False

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[RqId, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
202 Exporting has been started -
405 Format is not available -
409 Exporting is already in progress -

destroy

destroy( id, **kwargs )

Delete a job

Related annotations will be deleted as well. Please note, that not every job can be removed. Currently, it is only available for Ground Truth jobs.

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.

    try:
        api_client.jobs_api.destroy(
            id,)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.destroy(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[None, urllib3.HTTPResponse].

Returns a tuple with 2 values: (None, raw_response).

This endpoint does not have any return value, so None is always returned as the first value. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: Not defined

HTTP response details

Status code Description Response headers
204 The job has been deleted -

destroy_annotations

destroy_annotations( id, **kwargs )

Delete job annotations

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.

    try:
        api_client.jobs_api.destroy_annotations(
            id,)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.destroy_annotations(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[None, urllib3.HTTPResponse].

Returns a tuple with 2 values: (None, raw_response).

This endpoint does not have any return value, so None is always returned as the first value. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: Not defined

HTTP response details

Status code Description Response headers
204 The annotation has been deleted -

list

list( x_organization=None, assignee=None, dimension=None, filter=None, org=None, org_id=None, page=None, page_size=None, project_id=None, project_name=None, search=None, sort=None, stage=None, state=None, task_id=None, task_name=None, type=None, **kwargs )

List jobs

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    x_organization = "X-Organization_example" # str | Organization unique slug (optional)
    assignee = "assignee_example" # str | A simple equality filter for the assignee field (optional)
    dimension = "3d" # str | A simple equality filter for the dimension field (optional)
    filter = "filter_example" # str |  JSON Logic filter. This filter can be used to perform complex filtering by grouping rules.  For example, using such a filter you can get all resources created by you:      - {\"and\":[{\"==\":[{\"var\":\"owner\"},\"<user>\"]}]}  Details about the syntax used can be found at the link: https://jsonlogic.com/   Available filter_fields: ['task_name', 'project_name', 'assignee', 'state', 'stage', 'id', 'task_id', 'project_id', 'updated_date', 'dimension', 'type']. (optional)
    org = "org_example" # str | Organization unique slug (optional)
    org_id = 1 # int | Organization identifier (optional)
    page = 1 # int | A page number within the paginated result set. (optional)
    page_size = 1 # int | Number of results to return per page. (optional)
    project_id = 1 # int | A simple equality filter for the project_id field (optional)
    project_name = "project_name_example" # str | A simple equality filter for the project_name field (optional)
    search = "search_example" # str | A search term. Available search_fields: ('task_name', 'project_name', 'assignee', 'state', 'stage') (optional)
    sort = "sort_example" # str | Which field to use when ordering the results. Available ordering_fields: ['task_name', 'project_name', 'assignee', 'state', 'stage', 'id', 'task_id', 'project_id', 'updated_date', 'dimension', 'type'] (optional)
    stage = "annotation" # str | A simple equality filter for the stage field (optional)
    state = "new" # str | A simple equality filter for the state field (optional)
    task_id = 1 # int | A simple equality filter for the task_id field (optional)
    task_name = "task_name_example" # str | A simple equality filter for the task_name field (optional)
    type = "annotation" # str | A simple equality filter for the type field (optional)

    try:
        (data, response) = api_client.jobs_api.list(
            x_organization=x_organization,
            assignee=assignee,
            dimension=dimension,
            filter=filter,
            org=org,
            org_id=org_id,
            page=page,
            page_size=page_size,
            project_id=project_id,
            project_name=project_name,
            search=search,
            sort=sort,
            stage=stage,
            state=state,
            task_id=task_id,
            task_name=task_name,
            type=type,
        )
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.list(): %s\n" % e)

Parameters

Name Type Description Notes
x_organization str Organization unique slug [optional]
assignee str A simple equality filter for the assignee field [optional]
dimension str A simple equality filter for the dimension field [optional]
filter str JSON Logic filter. This filter can be used to perform complex filtering by grouping rules. For example, using such a filter you can get all resources created by you: - {"and":[{"==":[{"var":"owner"},""]}]} Details about the syntax used can be found at the link: https://jsonlogic.com/ Available filter_fields: [‘task_name’, ‘project_name’, ‘assignee’, ‘state’, ‘stage’, ‘id’, ‘task_id’, ‘project_id’, ‘updated_date’, ‘dimension’, ‘type’]. [optional]
org str Organization unique slug [optional]
org_id int Organization identifier [optional]
page int A page number within the paginated result set. [optional]
page_size int Number of results to return per page. [optional]
project_id int A simple equality filter for the project_id field [optional]
project_name str A simple equality filter for the project_name field [optional]
search str A search term. Available search_fields: (‘task_name’, ‘project_name’, ‘assignee’, ‘state’, ‘stage’) [optional]
sort str Which field to use when ordering the results. Available ordering_fields: [‘task_name’, ‘project_name’, ‘assignee’, ‘state’, ‘stage’, ‘id’, ‘task_id’, ‘project_id’, ‘updated_date’, ‘dimension’, ‘type’] [optional]
stage str A simple equality filter for the stage field [optional]
state str A simple equality filter for the state field [optional]
task_id int A simple equality filter for the task_id field [optional]
task_name str A simple equality filter for the task_name field [optional]
type str A simple equality filter for the type field [optional]

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[PaginatedJobReadList, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
200 -

partial_update

partial_update( id, patched_job_write_request=None, **kwargs )

Update a job

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.
    patched_job_write_request = PatchedJobWriteRequest(
        assignee=1,
        stage=JobStage("annotation"),
        state=OperationStatus("new"),
    ) # PatchedJobWriteRequest |  (optional)

    try:
        (data, response) = api_client.jobs_api.partial_update(
            id,
            patched_job_write_request=patched_job_write_request,
        )
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.partial_update(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.
patched_job_write_request PatchedJobWriteRequest [optional]

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[JobRead, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: application/json
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
200 -

partial_update_annotations

partial_update_annotations( action, id, patched_labeled_data_request=None, **kwargs )

Update job annotations

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    action = "create" # str | 
    id = 1 # int | A unique integer value identifying this job.
    patched_labeled_data_request = PatchedLabeledDataRequest(
        version=0,
        tags=[
            LabeledImageRequest(
                id=1,
                frame=0,
                label_id=0,
                group=0,
                source="manual",
                attributes=[
                    AttributeValRequest(
                        spec_id=1,
                        value="value_example",
                    ),
                ],
            ),
        ],
        shapes=[
            LabeledShapeRequest(
                type=ShapeType("rectangle"),
                occluded=False,
                outside=False,
                z_order=0,
                rotation=0.0,
                points=[
                    3.14,
                ],
                id=1,
                frame=0,
                label_id=0,
                group=0,
                source="manual",
                attributes=[
                    AttributeValRequest(
                        spec_id=1,
                        value="value_example",
                    ),
                ],
                elements=[
                    SubLabeledShapeRequest(
                        type=ShapeType("rectangle"),
                        occluded=False,
                        outside=False,
                        z_order=0,
                        rotation=0.0,
                        points=[
                            3.14,
                        ],
                        id=1,
                        frame=0,
                        label_id=0,
                        group=0,
                        source="manual",
                        attributes=[
                            AttributeValRequest(
                                spec_id=1,
                                value="value_example",
                            ),
                        ],
                    ),
                ],
            ),
        ],
        tracks=[
            LabeledTrackRequest(
                id=1,
                frame=0,
                label_id=0,
                group=0,
                source="manual",
                shapes=[
                    TrackedShapeRequest(
                        type=ShapeType("rectangle"),
                        occluded=False,
                        outside=False,
                        z_order=0,
                        rotation=0.0,
                        points=[
                            3.14,
                        ],
                        id=1,
                        frame=0,
                        attributes=[
                            AttributeValRequest(
                                spec_id=1,
                                value="value_example",
                            ),
                        ],
                    ),
                ],
                attributes=[
                    AttributeValRequest(
                        spec_id=1,
                        value="value_example",
                    ),
                ],
                elements=[
                    SubLabeledTrackRequest(
                        id=1,
                        frame=0,
                        label_id=0,
                        group=0,
                        source="manual",
                        shapes=[
                            TrackedShapeRequest(
                                type=ShapeType("rectangle"),
                                occluded=False,
                                outside=False,
                                z_order=0,
                                rotation=0.0,
                                points=[
                                    3.14,
                                ],
                                id=1,
                                frame=0,
                                attributes=[
                                    AttributeValRequest(
                                        spec_id=1,
                                        value="value_example",
                                    ),
                                ],
                            ),
                        ],
                        attributes=[
                            AttributeValRequest(
                                spec_id=1,
                                value="value_example",
                            ),
                        ],
                    ),
                ],
            ),
        ],
    ) # PatchedLabeledDataRequest |  (optional)

    try:
        api_client.jobs_api.partial_update_annotations(
            action,
            id,
            patched_labeled_data_request=patched_labeled_data_request,
        )
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.partial_update_annotations(): %s\n" % e)

Parameters

Name Type Description Notes
action str
id int A unique integer value identifying this job.
patched_labeled_data_request PatchedLabeledDataRequest [optional]

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[None, urllib3.HTTPResponse].

Returns a tuple with 2 values: (None, raw_response).

This endpoint does not have any return value, so None is always returned as the first value. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: application/json, multipart/form-data
  • Accept: Not defined

HTTP response details

Status code Description Response headers
200 Annotations successfully uploaded -

partial_update_data_meta

partial_update_data_meta( id, patched_job_data_meta_write_request=None, **kwargs )

Update metainformation for media files in a job

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.
    patched_job_data_meta_write_request = PatchedJobDataMetaWriteRequest(
        deleted_frames=[
            0,
        ],
    ) # PatchedJobDataMetaWriteRequest |  (optional)

    try:
        (data, response) = api_client.jobs_api.partial_update_data_meta(
            id,
            patched_job_data_meta_write_request=patched_job_data_meta_write_request,
        )
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.partial_update_data_meta(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.
patched_job_data_meta_write_request PatchedJobDataMetaWriteRequest [optional]

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[DataMetaRead, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: application/json
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
200 -

partial_update_validation_layout

partial_update_validation_layout( id, patched_job_validation_layout_write_request=None, **kwargs )

Allows updating current validation configuration

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.
    patched_job_validation_layout_write_request = PatchedJobValidationLayoutWriteRequest(
        frame_selection_method=None,
        honeypot_real_frames=[
            0,
        ],
    ) # PatchedJobValidationLayoutWriteRequest |  (optional)

    try:
        (data, response) = api_client.jobs_api.partial_update_validation_layout(
            id,
            patched_job_validation_layout_write_request=patched_job_validation_layout_write_request,
        )
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.partial_update_validation_layout(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.
patched_job_validation_layout_write_request PatchedJobValidationLayoutWriteRequest [optional]

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[JobValidationLayoutRead, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: application/json
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
200 -

retrieve

retrieve( id, **kwargs )

Get job details

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.

    try:
        (data, response) = api_client.jobs_api.retrieve(
            id,)
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.retrieve(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[JobRead, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
200 -

retrieve_annotations

retrieve_annotations( id, action=None, cloud_storage_id=None, filename=None, format=None, location=None, use_default_location=None, **kwargs )

Get job annotations or export job annotations as a dataset in a specific format

If format is specified, a ZIP archive will be returned. Otherwise, the annotations will be returned as a JSON document. Deprecation warning: Utilizing this endpoint to export annotations as a dataset in a specific format will be deprecated in one of the next releases. Consider using new API: - POST /api/jobs/<job_id>/dataset/export?save_images=False to initiate export process - GET /api/requests/<rq_id> to check process status, where rq_id is request id returned on initializing request

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.
    action = "download" # str | Used to start downloading process locally after annotation file has been created (optional) if omitted the server will use the default value of "download"
    cloud_storage_id = 1 # int | Storage id (optional)
    filename = "filename_example" # str | Desired output file name (optional)
    format = "format_example" # str | Desired output format name You can get the list of supported formats at: /server/annotation/formats (optional)
    location = "cloud_storage" # str | Where need to save downloaded annotation (optional)
    use_default_location = True # bool | Use the location that was configured in the task to export annotation (optional) if omitted the server will use the default value of True

    try:
        (data, response) = api_client.jobs_api.retrieve_annotations(
            id,
            action=action,
            cloud_storage_id=cloud_storage_id,
            filename=filename,
            format=format,
            location=location,
            use_default_location=use_default_location,
        )
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.retrieve_annotations(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.
action str Used to start downloading process locally after annotation file has been created [optional] if omitted the server will use the default value of “download”
cloud_storage_id int Storage id [optional]
filename str Desired output file name [optional]
format str Desired output format name You can get the list of supported formats at: /server/annotation/formats [optional]
location str Where need to save downloaded annotation [optional]
use_default_location bool Use the location that was configured in the task to export annotation [optional] if omitted the server will use the default value of True

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[AnnotationsRead, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
200 Download of file started -
201 Output file is ready for downloading -
202 Exporting has been started -
405 Format is not available -

retrieve_data

retrieve_data( id, index=None, number=None, quality=None, type=None, **kwargs )

Get data of a job

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.
    index = 1 # int | A unique number value identifying chunk, starts from 0 for each job (optional)
    number = 1 # int | A unique number value identifying chunk or frame. The numbers are the same as for the task. Deprecated for chunks in favor of 'index' (optional)
    quality = "compressed" # str | Specifies the quality level of the requested data (optional)
    type = "chunk" # str | Specifies the type of the requested data (optional)

    try:
        (data, response) = api_client.jobs_api.retrieve_data(
            id,
            index=index,
            number=number,
            quality=quality,
            type=type,
        )
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.retrieve_data(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.
index int A unique number value identifying chunk, starts from 0 for each job [optional]
number int A unique number value identifying chunk or frame. The numbers are the same as for the task. Deprecated for chunks in favor of ‘index’ [optional]
quality str Specifies the quality level of the requested data [optional]
type str Specifies the type of the requested data [optional]

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[file_type, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
200 Data of a specific type -

retrieve_data_meta

retrieve_data_meta( id, **kwargs )

Get metainformation for media files in a job

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.

    try:
        (data, response) = api_client.jobs_api.retrieve_data_meta(
            id,)
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.retrieve_data_meta(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[DataMetaRead, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
200 -

retrieve_dataset

retrieve_dataset( format, id, action=None, cloud_storage_id=None, filename=None, location=None, use_default_location=None, **kwargs )

Export job as a dataset in a specific format

Deprecation warning: This endpoint will be deprecated in one of the next releases. Consider using new API: - POST /api/jobs/<job_id>/dataset/export?save_images=True to initiate export process - GET /api/requests/<rq_id> to check process status, where rq_id is request id returned on initializing request

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    format = "format_example" # str | Desired output format name You can get the list of supported formats at: /server/annotation/formats
    id = 1 # int | A unique integer value identifying this job.
    action = "download" # str | Used to start downloading process locally after annotation file has been created (optional) if omitted the server will use the default value of "download"
    cloud_storage_id = 1 # int | Storage id (optional)
    filename = "filename_example" # str | Desired output file name (optional)
    location = "cloud_storage" # str | Where need to save downloaded dataset (optional)
    use_default_location = True # bool | Use the location that was configured in the task to export dataset (optional) if omitted the server will use the default value of True

    try:
        (data, response) = api_client.jobs_api.retrieve_dataset(
            format,
            id,
            action=action,
            cloud_storage_id=cloud_storage_id,
            filename=filename,
            location=location,
            use_default_location=use_default_location,
        )
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.retrieve_dataset(): %s\n" % e)

Parameters

Name Type Description Notes
format str Desired output format name You can get the list of supported formats at: /server/annotation/formats
id int A unique integer value identifying this job.
action str Used to start downloading process locally after annotation file has been created [optional] if omitted the server will use the default value of “download”
cloud_storage_id int Storage id [optional]
filename str Desired output file name [optional]
location str Where need to save downloaded dataset [optional]
use_default_location bool Use the location that was configured in the task to export dataset [optional] if omitted the server will use the default value of True

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[file_type, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
200 Download of file started -
201 Output file is ready for downloading -
202 Exporting has been started -
405 Format is not available -

retrieve_preview

retrieve_preview( id, **kwargs )

Get a preview image for a job

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.

    try:
        api_client.jobs_api.retrieve_preview(
            id,)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.retrieve_preview(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[None, urllib3.HTTPResponse].

Returns a tuple with 2 values: (None, raw_response).

This endpoint does not have any return value, so None is always returned as the first value. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: Not defined

HTTP response details

Status code Description Response headers
200 Job image preview -

retrieve_validation_layout

retrieve_validation_layout( id, **kwargs )

Allows getting current validation configuration

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.

    try:
        (data, response) = api_client.jobs_api.retrieve_validation_layout(
            id,)
        pprint(data)
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.retrieve_validation_layout(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[JobValidationLayoutRead, urllib3.HTTPResponse].

Returns a tuple with 2 values: (parsed_response, raw_response).

The first value is a model parsed from the response data. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: Not defined
  • Accept: application/vnd.cvat+json

HTTP response details

Status code Description Response headers
200 -

update_annotations

update_annotations( id, cloud_storage_id=None, filename=None, format=None, location=None, rq_id=None, use_default_location=None, job_annotations_update_request=None, **kwargs )

Replace job annotations / Get annotation import status

To check the status of an import request: After initiating the annotation import, you will receive an rq_id parameter. Make sure to include this parameter as a query parameter in your subsequent PUT /api/jobs/id/annotations requests to track the status of the import.

Example

from pprint import pprint

from cvat_sdk.api_client import Configuration, ApiClient, exceptions
from cvat_sdk.api_client.models import *

# Set up an API client
# Read Configuration class docs for more info about parameters and authentication methods
configuration = Configuration(
    host = "http://localhost",
    username = 'YOUR_USERNAME',
    password = 'YOUR_PASSWORD',
)

with ApiClient(configuration) as api_client:
    id = 1 # int | A unique integer value identifying this job.
    cloud_storage_id = 1 # int | Storage id (optional)
    filename = "filename_example" # str | Annotation file name (optional)
    format = "format_example" # str | Input format name You can get the list of supported formats at: /server/annotation/formats (optional)
    location = "cloud_storage" # str | where to import the annotation from (optional)
    rq_id = "rq_id_example" # str | rq id (optional)
    use_default_location = True # bool | Use the location that was configured in the task to import annotation (optional) if omitted the server will use the default value of True
    job_annotations_update_request = JobAnnotationsUpdateRequest(None) # JobAnnotationsUpdateRequest |  (optional)

    try:
        api_client.jobs_api.update_annotations(
            id,
            cloud_storage_id=cloud_storage_id,
            filename=filename,
            format=format,
            location=location,
            rq_id=rq_id,
            use_default_location=use_default_location,
            job_annotations_update_request=job_annotations_update_request,
        )
    except exceptions.ApiException as e:
        print("Exception when calling JobsApi.update_annotations(): %s\n" % e)

Parameters

Name Type Description Notes
id int A unique integer value identifying this job.
cloud_storage_id int Storage id [optional]
filename str Annotation file name [optional]
format str Input format name You can get the list of supported formats at: /server/annotation/formats [optional]
location str where to import the annotation from [optional]
rq_id str rq id [optional]
use_default_location bool Use the location that was configured in the task to import annotation [optional] if omitted the server will use the default value of True
job_annotations_update_request JobAnnotationsUpdateRequest [optional]

There are also optional kwargs that control the function invocation behavior. Read more here.

Returned values

Returned type: Tuple[None, urllib3.HTTPResponse].

Returns a tuple with 2 values: (None, raw_response).

This endpoint does not have any return value, so None is always returned as the first value. The second value is the raw response, which can be useful to get response parameters, such as status code, headers, or raw response data. Read more about invocation parameters and returned values here.

Authentication

basicAuth, csrfAuth, sessionAuth, signatureAuth, tokenAuth

HTTP request headers

  • Content-Type: application/json, multipart/form-data
  • Accept: Not defined

HTTP response details

Status code Description Response headers
201 Import has finished -
202 Import is in progress -
405 Format is not available -