QualityApi class reference
All URIs are relative to http://localhost
Method | HTTP request | Description |
---|---|---|
create_report | POST /api/quality/reports | Create a quality report |
list_conflicts | GET /api/quality/conflicts | List annotation conflicts in a quality report |
list_reports | GET /api/quality/reports | List quality reports |
list_settings | GET /api/quality/settings | List quality settings instances |
partial_update_settings | PATCH /api/quality/settings/{id} | Update a quality settings instance |
retrieve_report | GET /api/quality/reports/{id} | Get quality report details |
retrieve_report_data | GET /api/quality/reports/{id}/data | Get quality report contents |
retrieve_settings | GET /api/quality/settings/{id} | Get quality settings instance details |
create_report
create_report( rq_id=None, quality_report_create_request=None, **kwargs )
Create a quality report
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:
rq_id = "rq_id_example" # str | The report creation request id. Can be specified to check the report creation status. (optional)
quality_report_create_request = QualityReportCreateRequest(
task_id=1,
) # QualityReportCreateRequest | (optional)
try:
(data, response) = api_client.quality_api.create_report(
rq_id=rq_id,
quality_report_create_request=quality_report_create_request,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling QualityApi.create_report(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
rq_id | str | The report creation request id. Can be specified to check the report creation status. | [optional] |
quality_report_create_request | QualityReportCreateRequest | [optional] |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[QualityReport, 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 | - | |
202 | A quality report request has been enqueued, the request id is returned. The request status can be checked at this endpoint by passing the rq_id as the query parameter. If the request id is specified, this response means the quality report request is queued or is being processed. | - |
400 | Invalid or failed request, check the response data for details | - |
list_conflicts
list_conflicts( x_organization=None, filter=None, frame=None, job_id=None, org=None, org_id=None, page=None, page_size=None, report_id=None, severity=None, sort=None, task_id=None, type=None, **kwargs )
List annotation conflicts in a quality report
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)
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: ['id', 'frame', 'type', 'job_id', 'task_id', 'severity']. (optional)
frame = 1 # int | A simple equality filter for the frame field (optional)
job_id = 1 # int | A simple equality filter for the job_id field (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)
report_id = 1 # int | A simple equality filter for report id (optional)
severity = "warning" # str | A simple equality filter for the severity field (optional)
sort = "sort_example" # str | Which field to use when ordering the results. Available ordering_fields: ['id', 'frame', 'type', 'job_id', 'task_id', 'severity'] (optional)
task_id = 1 # int | A simple equality filter for the task_id field (optional)
type = "missing_annotation" # str | A simple equality filter for the type field (optional)
try:
(data, response) = api_client.quality_api.list_conflicts(
x_organization=x_organization,
filter=filter,
frame=frame,
job_id=job_id,
org=org,
org_id=org_id,
page=page,
page_size=page_size,
report_id=report_id,
severity=severity,
sort=sort,
task_id=task_id,
type=type,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling QualityApi.list_conflicts(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
x_organization | str | Organization unique slug | [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] |
frame | int | A simple equality filter for the frame field | [optional] |
job_id | int | A simple equality filter for the job_id field | [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] |
report_id | int | A simple equality filter for report id | [optional] |
severity | str | A simple equality filter for the severity field | [optional] |
sort | str | Which field to use when ordering the results. Available ordering_fields: [‘id’, ‘frame’, ‘type’, ‘job_id’, ‘task_id’, ‘severity’] | [optional] |
task_id | int | A simple equality filter for the task_id 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[PaginatedAnnotationConflictList, 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 | - |
list_reports
list_reports( x_organization=None, filter=None, job_id=None, org=None, org_id=None, page=None, page_size=None, parent_id=None, sort=None, target=None, task_id=None, **kwargs )
List quality reports
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)
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: ['id', 'job_id', 'created_date', 'gt_last_updated', 'target_last_updated', 'parent_id']. (optional)
job_id = 1 # int | A simple equality filter for the job_id field (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)
parent_id = 1 # int | A simple equality filter for the parent_id field (optional)
sort = "sort_example" # str | Which field to use when ordering the results. Available ordering_fields: ['id', 'job_id', 'created_date', 'gt_last_updated', 'target_last_updated', 'parent_id'] (optional)
target = "target_example" # str | A simple equality filter for target (optional)
task_id = 1 # int | A simple equality filter for task id (optional)
try:
(data, response) = api_client.quality_api.list_reports(
x_organization=x_organization,
filter=filter,
job_id=job_id,
org=org,
org_id=org_id,
page=page,
page_size=page_size,
parent_id=parent_id,
sort=sort,
target=target,
task_id=task_id,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling QualityApi.list_reports(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
x_organization | str | Organization unique slug | [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] |
job_id | int | A simple equality filter for the job_id field | [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] |
parent_id | int | A simple equality filter for the parent_id field | [optional] |
sort | str | Which field to use when ordering the results. Available ordering_fields: [‘id’, ‘job_id’, ‘created_date’, ‘gt_last_updated’, ‘target_last_updated’, ‘parent_id’] | [optional] |
target | str | A simple equality filter for target | [optional] |
task_id | int | A simple equality filter for task id | [optional] |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[PaginatedQualityReportList, 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 | - |
list_settings
list_settings( x_organization=None, filter=None, org=None, org_id=None, page=None, page_size=None, sort=None, task_id=None, **kwargs )
List quality settings instances
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)
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: ['id', 'task_id']. (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)
sort = "sort_example" # str | Which field to use when ordering the results. Available ordering_fields: ['id'] (optional)
task_id = 1 # int | A simple equality filter for the task_id field (optional)
try:
(data, response) = api_client.quality_api.list_settings(
x_organization=x_organization,
filter=filter,
org=org,
org_id=org_id,
page=page,
page_size=page_size,
sort=sort,
task_id=task_id,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling QualityApi.list_settings(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
x_organization | str | Organization unique slug | [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] |
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] |
sort | str | Which field to use when ordering the results. Available ordering_fields: [‘id’] | [optional] |
task_id | int | A simple equality filter for the task_id field | [optional] |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[PaginatedQualitySettingsList, 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_settings
partial_update_settings( id, patched_quality_settings_request=None, **kwargs )
Update a quality settings instance
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 | An id of a quality settings instance
patched_quality_settings_request = PatchedQualitySettingsRequest(
target_metric=None,
target_metric_threshold=3.14,
max_validations_per_job=0,
iou_threshold=3.14,
oks_sigma=3.14,
line_thickness=3.14,
low_overlap_threshold=3.14,
compare_line_orientation=True,
line_orientation_threshold=3.14,
compare_groups=True,
group_match_threshold=3.14,
check_covered_annotations=True,
object_visibility_threshold=3.14,
panoptic_comparison=True,
compare_attributes=True,
) # PatchedQualitySettingsRequest | (optional)
try:
(data, response) = api_client.quality_api.partial_update_settings(
id,
patched_quality_settings_request=patched_quality_settings_request,
)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling QualityApi.partial_update_settings(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | An id of a quality settings instance | |
patched_quality_settings_request | PatchedQualitySettingsRequest | [optional] |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[QualitySettings, 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_report
retrieve_report( id, **kwargs )
Get quality report 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 quality report.
try:
(data, response) = api_client.quality_api.retrieve_report(
id,)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling QualityApi.retrieve_report(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this quality report. |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[QualityReport, 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_report_data
retrieve_report_data( id, **kwargs )
Get quality report contents
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 quality report.
try:
(data, response) = api_client.quality_api.retrieve_report_data(
id,)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling QualityApi.retrieve_report_data(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | A unique integer value identifying this quality report. |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[typing.Dict[str, typing.Union[typing.Any, none_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 | - |
retrieve_settings
retrieve_settings( id, **kwargs )
Get quality settings instance 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 | An id of a quality settings instance
try:
(data, response) = api_client.quality_api.retrieve_settings(
id,)
pprint(data)
except exceptions.ApiException as e:
print("Exception when calling QualityApi.retrieve_settings(): %s\n" % e)
Parameters
Name | Type | Description | Notes |
---|---|---|---|
id | int | An id of a quality settings instance |
There are also optional kwargs that control the function invocation behavior. Read more here.
Returned values
Returned type: Tuple[QualitySettings, 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 | - |