TasksApi class reference
All URIs are relative to http://localhost
Method | HTTP request | Description |
---|---|---|
create | POST /api/tasks | Create a task |
create_annotations | POST /api/tasks/{id}/annotations/ | Import annotations into a task |
create_backup | POST /api/tasks/backup/ | Recreate a task from a backup |
create_backup_export | POST /api/tasks/{id}/backup/export | Initiate process to backup resource |
create_data | POST /api/tasks/{id}/data/ | Attach data to a task |
create_dataset_export | POST /api/tasks/{id}/dataset/export | Initialize process to export resource as a dataset in a specific format |
destroy | DELETE /api/tasks/{id} | Delete a task |
destroy_annotations | DELETE /api/tasks/{id}/annotations/ | Delete task annotations |
list | GET /api/tasks | List tasks |
partial_update | PATCH /api/tasks/{id} | Update a task |
partial_update_annotations | PATCH /api/tasks/{id}/annotations/ | Update task annotations |
partial_update_data_meta | PATCH /api/tasks/{id}/data/meta | Update metainformation for media files in a task |
partial_update_validation_layout | PATCH /api/tasks/{id}/validation_layout | Allows updating current validation configuration |
retrieve | GET /api/tasks/{id} | Get task details |
retrieve_annotations | GET /api/tasks/{id}/annotations/ | Get task annotations or export them as a dataset in a specific format |
retrieve_backup | GET /api/tasks/{id}/backup | Back up a task |
retrieve_data | GET /api/tasks/{id}/data/ | Get data of a task |
retrieve_data_meta | GET /api/tasks/{id}/data/meta | Get metainformation for media files in a task |
retrieve_dataset | GET /api/tasks/{id}/dataset | Export task as a dataset in a specific format |
retrieve_preview | GET /api/tasks/{id}/preview | Get a preview image for a task |
retrieve_status | GET /api/tasks/{id}/status | Get the creation status of a task |
retrieve_validation_layout | GET /api/tasks/{id}/validation_layout | Allows getting current validation configuration |
update_annotations | PUT /api/tasks/{id}/annotations/ | Replace task annotations / Get annotation import status |
create
create( task_write_request, x_organization=None, org=None, org_id=None, **kwargs )
Create a task
The new task will not have any attached images or videos. To attach them, use the /api/tasks/
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:
task_write_request = TaskWriteRequest(
name="name_example",
project_id=1,
owner_id=1,
assignee_id=1,
bug_tracker="bug_tracker_example",
overlap=0,
segment_size=0,
labels=[
PatchedLabelRequest(
id=1,
name="name_example",
color="color_example",
attributes=[
AttributeRequest(
id=1,
name="name_example",
mutable=True,
input_type=InputTypeEnum("checkbox"),
default_value="default_value_example",
values=[
"values_example",
],
),
],
deleted=True,
type="type_example",
svg="svg_example",
sublabels=[
SublabelRequest(
id=1,
name="name_example",
color="color_example",
attributes=[
AttributeRequest(
id=1,
name="name_example",
mutable=True,
input_type=InputTypeEnum("checkbox"),
default_value="default_value_example",
values=[
"values_example",
],
),
],
type="type_example",
has_parent=True,
),
],
),
],
subset="subset_example",
target_storage=PatchedTaskWriteRequestTargetStorage(None),
source_storage=PatchedTaskWriteRequestTargetStorage(None),
) # TaskWriteRequest |
x_organization = "X-Organization_example" # str | Organization unique slug (optional)
org = "org_example" # str | Organization unique slug (optional)
org_id = 1 # int | Organization identifier (optional)
try:
(data, response) = api_client.tasks_api.create(
task_write_request,
x_organization=x_organization,
org=org,
org_id=org_id,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.create(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
task_write_request | TaskWriteRequest | ||
x_organization | str | Organization unique slug | [optional] |
org | str | Organization unique slug | [optional] |
org_id | int | Organization identifier | [optional] |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[TaskRead, 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, task_annotations_write_request=None, **kwargs )
Import annotations into a task
The request POST /api/tasks/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/tasks/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 task.
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 task to import annotations (optional) if omitted the server will use the default value of True
task_annotations_write_request = TaskAnnotationsWriteRequest(None) # TaskAnnotationsWriteRequest | (optional)
try:
api_client.tasks_api.create_annotations(
id,
cloud_storage_id=cloud_storage_id,
filename=filename,
format=format,
location=location,
use_default_location=use_default_location,
task_annotations_write_request=task_annotations_write_request,
)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.create_annotations(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. | |
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 task to import annotations | [optional] if omitted the server will use the default value of True |
task_annotations_write_request | TaskAnnotationsWriteRequest | [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_backup
create_backup( x_organization=None, cloud_storage_id=None, filename=None, location=None, org=None, org_id=None, rq_id=None, task_file_request=None, **kwargs )
Recreate a task from a backup
The backup import process is as follows: The first request POST /api/tasks/backup will initiate file upload and will create the rq job on the server in which the process of a task creating from an uploaded backup will be carried out. After initiating the backup upload, you will receive an rq_id parameter. Make sure to include this parameter as a query parameter in your subsequent requests to track the status of the task creation. Once the task has been successfully created, the server will return the id of the newly created task.
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)
cloud_storage_id = 1 # int | Storage id (optional)
filename = "filename_example" # str | Backup file name (optional)
location = "local" # str | Where to import the backup file from (optional) if omitted the server will use the default value of "local"
org = "org_example" # str | Organization unique slug (optional)
org_id = 1 # int | Organization identifier (optional)
rq_id = "rq_id_example" # str | rq id (optional)
task_file_request = TaskFileRequest(
task_file=open('/path/to/file', 'rb'),
) # TaskFileRequest | (optional)
try:
api_client.tasks_api.create_backup(
x_organization=x_organization,
cloud_storage_id=cloud_storage_id,
filename=filename,
location=location,
org=org,
org_id=org_id,
rq_id=rq_id,
task_file_request=task_file_request,
)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.create_backup(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
x_organization | str | Organization unique slug | [optional] |
cloud_storage_id | int | Storage id | [optional] |
filename | str | Backup file name | [optional] |
location | str | Where to import the backup file from | [optional] if omitted the server will use the default value of “local” |
org | str | Organization unique slug | [optional] |
org_id | int | Organization identifier | [optional] |
rq_id | str | rq id | [optional] |
task_file_request | TaskFileRequest | [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 | The task has been imported | - |
202 | Importing a backup file has been started | - |
create_backup_export
create_backup_export( id, cloud_storage_id=None, filename=None, location=None, **kwargs )
Initiate process to backup resource
The request POST /api/<projects|tasks>/id/backup/export
will initialize a background process to backup a resource. 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:
id = 1 # int | A unique integer value identifying this task.
cloud_storage_id = 1 # int | Storage id (optional)
filename = "filename_example" # str | Backup file name (optional)
location = "cloud_storage" # str | Where need to save downloaded backup (optional)
try:
(data, response) = api_client.tasks_api.create_backup_export(
id,
cloud_storage_id=cloud_storage_id,
filename=filename,
location=location,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.create_backup_export(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. | |
cloud_storage_id | int | Storage id | [optional] |
filename | str | Backup file name | [optional] |
location | str | Where need to save downloaded backup | [optional] |
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 | Creating a backup file has been started | - |
400 | Wrong query parameters were passed | - |
409 | The backup process has already been initiated and is not yet finished | - |
create_data
create_data( id, upload_finish=None, upload_multiple=None, upload_start=None, data_request=None, **kwargs )
Attach data to a task
Allows to upload data (images, video, etc.) to a task. Supports the TUS open file uploading protocol (https://tus.io/). Supports the following protocols: 1. A single Data request and 2.1. An Upload-Start request 2.2.a. Regular TUS protocol requests (Upload-Length + Chunks) 2.2.b. Upload-Multiple requests 2.3. An Upload-Finish request Requests: - Data - POST, no extra headers or ‘Upload-Start’ + ‘Upload-Finish’ headers. Contains data in the body. - Upload-Start - POST, has an ‘Upload-Start’ header. No body is expected. - Upload-Length - POST, has an ‘Upload-Length’ header (see the TUS specification) - Chunk - HEAD/PATCH (see the TUS specification). Sent to /data/GET /api/requests/<rq_id>
, where rq_id is request ID returned for this request. Once data is attached to a task, it cannot be detached or replaced.
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 task.
upload_finish = True # bool | Finishes data upload. Can be combined with Upload-Start header to create task data with one request (optional)
upload_multiple = True # bool | Indicates that data with this request are single or multiple files that should be attached to a task (optional)
upload_start = True # bool | Initializes data upload. Optionally, can include upload metadata in the request body. (optional)
data_request = DataRequest(
chunk_size=0,
image_quality=0,
start_frame=0,
stop_frame=0,
frame_filter="frame_filter_example",
client_files=[],
server_files=[],
remote_files=[],
use_zip_chunks=False,
server_files_exclude=[],
cloud_storage_id=1,
use_cache=False,
copy_data=False,
storage_method=StorageMethod("cache"),
storage=StorageType("cloud_storage"),
sorting_method=SortingMethod("lexicographical"),
filename_pattern="filename_pattern_example",
job_file_mapping=[
[
"a",
],
],
upload_file_order=[
"upload_file_order_example",
],
validation_params=DataRequestValidationParams(None),
) # DataRequest | (optional)
try:
(data, response) = api_client.tasks_api.create_data(
id,
upload_finish=upload_finish,
upload_multiple=upload_multiple,
upload_start=upload_start,
data_request=data_request,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.create_data(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. | |
upload_finish | bool | Finishes data upload. Can be combined with Upload-Start header to create task data with one request | [optional] |
upload_multiple | bool | Indicates that data with this request are single or multiple files that should be attached to a task | [optional] |
upload_start | bool | Initializes data upload. Optionally, can include upload metadata in the request body. | [optional] |
data_request | DataRequest | [optional] |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[DataResponse, 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, multipart/form-data
- Accept: application/vnd.cvat+json
HTTP response details
Status code | Description | Response headers |
---|---|---|
202 | Request to attach a data to a task has been accepted | - |
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 task.
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.tasks_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 TasksApi.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 task. | |
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 task
All attached jobs, annotations and data will be deleted as well.
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 task.
try:
api_client.tasks_api.destroy(
id,)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.destroy(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. |
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 task has been deleted | - |
destroy_annotations
destroy_annotations( id, **kwargs )
Delete task 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 task.
try:
api_client.tasks_api.destroy_annotations(
id,)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.destroy_annotations(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. |
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, mode=None, name=None, org=None, org_id=None, owner=None, page=None, page_size=None, project_id=None, project_name=None, search=None, sort=None, status=None, subset=None, tracker_link=None, validation_mode=None, **kwargs )
List tasks
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: ['project_name', 'name', 'owner', 'status', 'assignee', 'subset', 'mode', 'dimension', 'tracker_link', 'validation_mode', 'id', 'project_id', 'updated_date']. There are few examples for complex filtering tasks: - Get all tasks from 1,2,3 projects - { \"and\" : [{ \"in\" : [{ \"var\" : \"project_id\" }, [1, 2, 3]]}]} - Get all completed tasks from 1 project - { \"and\": [{ \"==\": [{ \"var\" : \"status\" }, \"completed\"]}, { \"==\" : [{ \"var\" : \"project_id\"}, 1]}]} (optional)
mode = "mode_example" # str | A simple equality filter for the mode field (optional)
name = "name_example" # str | A simple equality filter for the name field (optional)
org = "org_example" # str | Organization unique slug (optional)
org_id = 1 # int | Organization identifier (optional)
owner = "owner_example" # str | A simple equality filter for the owner field (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: ('project_name', 'name', 'owner', 'status', 'assignee', 'subset', 'mode', 'dimension', 'tracker_link', 'validation_mode') (optional)
sort = "sort_example" # str | Which field to use when ordering the results. Available ordering_fields: ['project_name', 'name', 'owner', 'status', 'assignee', 'subset', 'mode', 'dimension', 'tracker_link', 'validation_mode', 'id', 'project_id', 'updated_date'] (optional)
status = "annotation" # str | A simple equality filter for the status field (optional)
subset = "subset_example" # str | A simple equality filter for the subset field (optional)
tracker_link = "tracker_link_example" # str | A simple equality filter for the tracker_link field (optional)
validation_mode = "gt" # str | A simple equality filter for the validation_mode field (optional)
try:
(data, response) = api_client.tasks_api.list(
x_organization=x_organization,
assignee=assignee,
dimension=dimension,
filter=filter,
mode=mode,
name=name,
org=org,
org_id=org_id,
owner=owner,
page=page,
page_size=page_size,
project_id=project_id,
project_name=project_name,
search=search,
sort=sort,
status=status,
subset=subset,
tracker_link=tracker_link,
validation_mode=validation_mode,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.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"}," |
[optional] |
mode | str | A simple equality filter for the mode field | [optional] |
name | str | A simple equality filter for the name field | [optional] |
org | str | Organization unique slug | [optional] |
org_id | int | Organization identifier | [optional] |
owner | str | A simple equality filter for the owner field | [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: (‘project_name’, ’name’, ‘owner’, ‘status’, ‘assignee’, ‘subset’, ‘mode’, ‘dimension’, ’tracker_link’, ‘validation_mode’) | [optional] |
sort | str | Which field to use when ordering the results. Available ordering_fields: [‘project_name’, ’name’, ‘owner’, ‘status’, ‘assignee’, ‘subset’, ‘mode’, ‘dimension’, ’tracker_link’, ‘validation_mode’, ‘id’, ‘project_id’, ‘updated_date’] | [optional] |
status | str | A simple equality filter for the status field | [optional] |
subset | str | A simple equality filter for the subset field | [optional] |
tracker_link | str | A simple equality filter for the tracker_link field | [optional] |
validation_mode | str | A simple equality filter for the validation_mode field | [optional] |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[PaginatedTaskReadList, 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_task_write_request=None, **kwargs )
Update a task
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 task.
patched_task_write_request = PatchedTaskWriteRequest(
name="name_example",
project_id=1,
owner_id=1,
assignee_id=1,
bug_tracker="bug_tracker_example",
labels=[
PatchedLabelRequest(
id=1,
name="name_example",
color="color_example",
attributes=[
AttributeRequest(
id=1,
name="name_example",
mutable=True,
input_type=InputTypeEnum("checkbox"),
default_value="default_value_example",
values=[
"values_example",
],
),
],
deleted=True,
type="type_example",
svg="svg_example",
sublabels=[
SublabelRequest(
id=1,
name="name_example",
color="color_example",
attributes=[
AttributeRequest(
id=1,
name="name_example",
mutable=True,
input_type=InputTypeEnum("checkbox"),
default_value="default_value_example",
values=[
"values_example",
],
),
],
type="type_example",
has_parent=True,
),
],
),
],
subset="subset_example",
target_storage=PatchedTaskWriteRequestTargetStorage(None),
source_storage=PatchedTaskWriteRequestTargetStorage(None),
) # PatchedTaskWriteRequest | (optional)
try:
(data, response) = api_client.tasks_api.partial_update(
id,
patched_task_write_request=patched_task_write_request,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.partial_update(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. | |
patched_task_write_request | PatchedTaskWriteRequest | [optional] |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[TaskRead, 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 task 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 task.
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:
(data, response) = api_client.tasks_api.partial_update_annotations(
action,
id,
patched_labeled_data_request=patched_labeled_data_request,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.partial_update_annotations(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
action | str | ||
id | int | A unique integer value identifying this task. | |
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[LabeledData, 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, multipart/form-data
- Accept: application/vnd.cvat+json
HTTP response details
Status code | Description | Response headers |
---|---|---|
200 | - |
partial_update_data_meta
partial_update_data_meta( id, patched_data_meta_write_request=None, **kwargs )
Update metainformation for media files in a task
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 task.
patched_data_meta_write_request = PatchedDataMetaWriteRequest(
deleted_frames=[
0,
],
) # PatchedDataMetaWriteRequest | (optional)
try:
(data, response) = api_client.tasks_api.partial_update_data_meta(
id,
patched_data_meta_write_request=patched_data_meta_write_request,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.partial_update_data_meta(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. | |
patched_data_meta_write_request | PatchedDataMetaWriteRequest | [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_task_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 task.
patched_task_validation_layout_write_request = PatchedTaskValidationLayoutWriteRequest(
disabled_frames=[
0,
],
frame_selection_method=None,
honeypot_real_frames=[
0,
],
) # PatchedTaskValidationLayoutWriteRequest | (optional)
try:
(data, response) = api_client.tasks_api.partial_update_validation_layout(
id,
patched_task_validation_layout_write_request=patched_task_validation_layout_write_request,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.partial_update_validation_layout(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. | |
patched_task_validation_layout_write_request | PatchedTaskValidationLayoutWriteRequest | [optional] |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[TaskValidationLayoutRead, 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 task 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 task.
try:
(data, response) = api_client.tasks_api.retrieve(
id,)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.retrieve(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[TaskRead, 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 task annotations or export them as a dataset in a specific format
Deprecation warning: Utilizing this endpoint ot export annotations as a dataset in a specific format will be deprecated in one of the next releases. Consider using new API: - POST /api/tasks/<task_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 task.
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 dataset (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.tasks_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 TasksApi.retrieve_annotations(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. | |
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 dataset | [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 | Annotations file is ready to download | - |
202 | Dump of annotations has been started | - |
400 | Exporting without data is not allowed | - |
405 | Format is not available | - |
retrieve_backup
retrieve_backup( id, action=None, cloud_storage_id=None, filename=None, location=None, use_default_location=None, **kwargs )
Back up a task
Deprecation warning: This endpoint will be deprecated in one of the next releases. Consider using new API: - POST /api/tasks/<task_id>/backup/export to initiate backup 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 task.
action = "download" # str | Used to start downloading process after backup file had 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 | Backup file name (optional)
location = "cloud_storage" # str | Where need to save downloaded backup (optional)
use_default_location = True # bool | Use the location that was configured in the task to export backup (optional) if omitted the server will use the default value of True
try:
api_client.tasks_api.retrieve_backup(
id,
action=action,
cloud_storage_id=cloud_storage_id,
filename=filename,
location=location,
use_default_location=use_default_location,
)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.retrieve_backup(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. | |
action | str | Used to start downloading process after backup file had been created | [optional] if omitted the server will use the default value of “download” |
cloud_storage_id | int | Storage id | [optional] |
filename | str | Backup file name | [optional] |
location | str | Where need to save downloaded backup | [optional] |
use_default_location | bool | Use the location that was configured in the task to export backup | [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[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 | Download of file started | - |
201 | Output backup file is ready for downloading | - |
202 | Creating a backup file has been started | - |
400 | Backup of a task without data is not allowed | - |
retrieve_data
retrieve_data( id, number=None, quality=None, type=None, **kwargs )
Get data of a task
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 task.
number = 1 # int | A unique number value identifying chunk or frame (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:
api_client.tasks_api.retrieve_data(
id,
number=number,
quality=quality,
type=type,
)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.retrieve_data(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. | |
number | int | A unique number value identifying chunk or frame | [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[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 | Data of a specific type | * X-Checksum - Data checksum, applicable for chunks only * X-Updated-Date - Data update date, applicable for chunks only |
retrieve_data_meta
retrieve_data_meta( id, **kwargs )
Get metainformation for media files in a task
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 task.
try:
(data, response) = api_client.tasks_api.retrieve_data_meta(
id,)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.retrieve_data_meta(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. |
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 task as a dataset in a specific format
Deprecation warning: Utilizing this endpoint to export task dataset in a specific format will be deprecated in one of the next releases. Consider using new API: - POST /api/tasks/<task_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 task.
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 task to export annotations (optional) if omitted the server will use the default value of True
try:
(data, response) = api_client.tasks_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 TasksApi.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 task. | |
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 task to export annotations | [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 | - |
400 | Exporting without data is not allowed | - |
405 | Format is not available | - |
retrieve_preview
retrieve_preview( id, **kwargs )
Get a preview image for a task
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 task.
try:
api_client.tasks_api.retrieve_preview(
id,)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.retrieve_preview(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. |
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 | Task image preview | - |
404 | Task image preview not found | - |
retrieve_status
retrieve_status( id, **kwargs )
Get the creation status of a task
This method is deprecated and will be removed in one of the next releases. To check status of task creation, use new common API for managing background operations: GET /api/requests/?action=create&task_id=<task_id>
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 task.
try:
(data, response) = api_client.tasks_api.retrieve_status(
id,)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.retrieve_status(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[RqStatus, 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_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 task.
try:
(data, response) = api_client.tasks_api.retrieve_validation_layout(
id,)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.retrieve_validation_layout(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[TaskValidationLayoutRead, 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, format=None, rq_id=None, task_annotations_update_request=None, **kwargs )
Replace task 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/tasks/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 task.
format = "format_example" # str | Input format name You can get the list of supported formats at: /server/annotation/formats (optional)
rq_id = "rq_id_example" # str | rq id (optional)
task_annotations_update_request = TaskAnnotationsUpdateRequest(None) # TaskAnnotationsUpdateRequest | (optional)
try:
api_client.tasks_api.update_annotations(
id,
format=format,
rq_id=rq_id,
task_annotations_update_request=task_annotations_update_request,
)
except exceptions.ApiException as e:
print("Exception when calling TasksApi.update_annotations(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this task. | |
format | str | Input format name You can get the list of supported formats at: /server/annotation/formats | [optional] |
rq_id | str | rq id | [optional] |
task_annotations_update_request | TaskAnnotationsUpdateRequest | [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 | - |