DataRobot APIのリソース > APIリファレンスドキュメント > DataRobot REST API > Custom Tasks

Custom Tasks¶

This page outlines the operations, endpoints, parameters, and example requests and responses for the Custom Tasks.

GET /api/v2/customTasks/¶

Retrieve metadata for all custom tasks the user has access to.

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/customTasks/?offset=0&limit=1000 \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
offset	query	integer	true	This many results will be skipped.
limit	query	integer	true	At most this many results are returned.
orderBy	query	string	false	Sort order which will be applied to custom task list, valid options are "created", "updated". Prefix the attribute name with a dash to sort in descending order, e.g. orderBy="-created". By default, the orderBy parameter is None which will result in custom tasks being returned in order of creation time descending.
searchFor	query	string	false	String to search for occurrence in custom task's description, language and name. Search is case insensitive. If not specified, all custom tasks will be returned.

Enumerated Values¶

Parameter	Value
orderBy	[`created`, `-created`, `updated`, `-updated`]

Example responses¶

{
  "count": 0,
  "data": [
    {
      "calibratePredictions": true,
      "created": "string",
      "createdBy": "string",
      "customModelType": "training",
      "description": "string",
      "id": "string",
      "language": "string",
      "latestVersion": {
        "baseEnvironmentId": "string",
        "baseEnvironmentVersionId": "string",
        "created": "string",
        "customModelId": "string",
        "customTaskId": "string",
        "dependencies": [
          {
            "constraints": [
              {
                "constraintType": "<",
                "version": "string"
              }
            ],
            "extras": "string",
            "line": "string",
            "lineNumber": 0,
            "packageName": "string"
          }
        ],
        "description": "string",
        "id": "string",
        "isFrozen": true,
        "items": [
          {
            "commitSha": "string",
            "created": "string",
            "fileName": "string",
            "filePath": "string",
            "fileSource": "string",
            "id": "string",
            "ref": "string",
            "repositoryFilePath": "string",
            "repositoryLocation": "string",
            "repositoryName": "string"
          }
        ],
        "label": "string",
        "maximumMemory": 134217728,
        "outboundNetworkPolicy": "ISOLATED",
        "requiredMetadata": {},
        "requiredMetadataValues": [
          {
            "fieldName": "string",
            "value": "string"
          }
        ],
        "versionMajor": 0,
        "versionMinor": 0,
        "warning": [
          "string"
        ]
      },
      "maximumMemory": 134217728,
      "name": "string",
      "targetType": "Binary",
      "updated": "string"
    }
  ],
  "next": "http://example.com",
  "previous": "http://example.com",
  "totalCount": 0
}

Responses¶

Status	Meaning	Description	Schema
200	OK	OK.	CustomTaskListResponse

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

POST /api/v2/customTasks/¶

Creates a new custom task and returns the newly created metadata record for it.

A custom task may either be an estimator or a transform. Estimators must support a single target type (e.g. binaryClassification, regression). Regression and anomaly detection models are expected to produce predictions that are arbitrary floating-point or integer numbers. A classification model is expected to return predictions with probability scores for each class. For example, a binary classification model might return:

.. code:: Python

{
    positiveClassLabel: probability,
    negativeClassLabel: 1.0 - probability
}

Transforms are expected to return a dataframe or sparse matrix with the same number of rows as the input feature matrix. At this time, only numeric outputs are supported for custom transforms.

Code samples¶

# You can also use wget
curl -X POST https://app.datarobot.com/api/v2/customTasks/ \
  -H "Content-Type: application/json" \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Body parameter¶

{
  "calibratePredictions": "True",
  "description": "string",
  "language": "string",
  "maximumMemory": 134217728,
  "name": "string",
  "targetType": "Binary"
}

Parameters

Name	In	Type	Required	Description
body	body	CustomTaskCreate	false	none

Example responses¶

{
  "calibratePredictions": true,
  "created": "string",
  "createdBy": "string",
  "customModelType": "training",
  "description": "string",
  "id": "string",
  "language": "string",
  "latestVersion": {
    "baseEnvironmentId": "string",
    "baseEnvironmentVersionId": "string",
    "created": "string",
    "customModelId": "string",
    "customTaskId": "string",
    "dependencies": [
      {
        "constraints": [
          {
            "constraintType": "<",
            "version": "string"
          }
        ],
        "extras": "string",
        "line": "string",
        "lineNumber": 0,
        "packageName": "string"
      }
    ],
    "description": "string",
    "id": "string",
    "isFrozen": true,
    "items": [
      {
        "commitSha": "string",
        "created": "string",
        "fileName": "string",
        "filePath": "string",
        "fileSource": "string",
        "id": "string",
        "ref": "string",
        "repositoryFilePath": "string",
        "repositoryLocation": "string",
        "repositoryName": "string"
      }
    ],
    "label": "string",
    "maximumMemory": 134217728,
    "outboundNetworkPolicy": "ISOLATED",
    "requiredMetadata": {},
    "requiredMetadataValues": [
      {
        "fieldName": "string",
        "value": "string"
      }
    ],
    "versionMajor": 0,
    "versionMinor": 0,
    "warning": [
      "string"
    ]
  },
  "maximumMemory": 134217728,
  "name": "string",
  "targetType": "Binary",
  "updated": "string"
}

Responses¶

Status	Meaning	Description	Schema
201	Created	Custom task successfully created.	CustomTaskResponse
403	Forbidden	Custom task creation is not enabled.	None
422	Unprocessable Entity	Input parameters invalid	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

POST /api/v2/customTasks/fromCustomTask/¶

Creates a copy of the provided custom task, including metadata, versions of that task, and uploaded files. Associates the new versions with files owned by the custom task.

Code samples¶

# You can also use wget
curl -X POST https://app.datarobot.com/api/v2/customTasks/fromCustomTask/ \
  -H "Content-Type: application/json" \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Body parameter¶

{
  "customTaskId": "string"
}

Parameters

Name	In	Type	Required	Description
body	body	CustomTaskCopy	false	none

Example responses¶

{
  "calibratePredictions": true,
  "created": "string",
  "createdBy": "string",
  "customModelType": "training",
  "description": "string",
  "id": "string",
  "language": "string",
  "latestVersion": {
    "baseEnvironmentId": "string",
    "baseEnvironmentVersionId": "string",
    "created": "string",
    "customModelId": "string",
    "customTaskId": "string",
    "dependencies": [
      {
        "constraints": [
          {
            "constraintType": "<",
            "version": "string"
          }
        ],
        "extras": "string",
        "line": "string",
        "lineNumber": 0,
        "packageName": "string"
      }
    ],
    "description": "string",
    "id": "string",
    "isFrozen": true,
    "items": [
      {
        "commitSha": "string",
        "created": "string",
        "fileName": "string",
        "filePath": "string",
        "fileSource": "string",
        "id": "string",
        "ref": "string",
        "repositoryFilePath": "string",
        "repositoryLocation": "string",
        "repositoryName": "string"
      }
    ],
    "label": "string",
    "maximumMemory": 134217728,
    "outboundNetworkPolicy": "ISOLATED",
    "requiredMetadata": {},
    "requiredMetadataValues": [
      {
        "fieldName": "string",
        "value": "string"
      }
    ],
    "versionMajor": 0,
    "versionMinor": 0,
    "warning": [
      "string"
    ]
  },
  "maximumMemory": 134217728,
  "name": "string",
  "targetType": "Binary",
  "updated": "string"
}

Responses¶

Status	Meaning	Description	Schema
201	Created	Successfully created copy.	CustomTaskResponse

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

DELETE /api/v2/customTasks/{customTaskId}/¶

Delete a custom task. Only users who have permission to edit custom task can delete it. Only custom tasks which are not currently deployed, used in a blueprint, or in the AIcatalog can be deleted. Relevant CustomTaskImage will be deleted also.

Code samples¶

# You can also use wget
curl -X DELETE https://app.datarobot.com/api/v2/customTasks/{customTaskId}/ \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.

Responses¶

Status	Meaning	Description	Schema
204	No Content	Record deleted.	None
409	Conflict	This custom task is currently deployed, trained, or part of a user blueprint, and cannot be deleted. The response body will contain link where these conflicts can be retrieved.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

GET /api/v2/customTasks/{customTaskId}/¶

Retrieve metadata for a custom task

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/customTasks/{customTaskId}/ \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.

Example responses¶

{
  "calibratePredictions": true,
  "created": "string",
  "createdBy": "string",
  "customModelType": "training",
  "description": "string",
  "id": "string",
  "language": "string",
  "latestVersion": {
    "baseEnvironmentId": "string",
    "baseEnvironmentVersionId": "string",
    "created": "string",
    "customModelId": "string",
    "customTaskId": "string",
    "dependencies": [
      {
        "constraints": [
          {
            "constraintType": "<",
            "version": "string"
          }
        ],
        "extras": "string",
        "line": "string",
        "lineNumber": 0,
        "packageName": "string"
      }
    ],
    "description": "string",
    "id": "string",
    "isFrozen": true,
    "items": [
      {
        "commitSha": "string",
        "created": "string",
        "fileName": "string",
        "filePath": "string",
        "fileSource": "string",
        "id": "string",
        "ref": "string",
        "repositoryFilePath": "string",
        "repositoryLocation": "string",
        "repositoryName": "string"
      }
    ],
    "label": "string",
    "maximumMemory": 134217728,
    "outboundNetworkPolicy": "ISOLATED",
    "requiredMetadata": {},
    "requiredMetadataValues": [
      {
        "fieldName": "string",
        "value": "string"
      }
    ],
    "versionMajor": 0,
    "versionMinor": 0,
    "warning": [
      "string"
    ]
  },
  "maximumMemory": 134217728,
  "name": "string",
  "targetType": "Binary",
  "updated": "string"
}

Responses¶

Status	Meaning	Description	Schema
200	OK	OK.	CustomTaskResponse

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

PATCH /api/v2/customTasks/{customTaskId}/¶

Updates metadata for an existing custom task.

All custom tasks must support one target type (e.g. binaryClassification, regression, transform).

Setting positiveClassLabel and negativeClassLabel to null will set the labels to their default values (1 and 0 for positiveClassLabel and negativeClassLabel, respectively).

Setting positiveClassLabel, negativeClassLabel, targetName is disabled if task has active deployments.

Code samples¶

# You can also use wget
curl -X PATCH https://app.datarobot.com/api/v2/customTasks/{customTaskId}/ \
  -H "Content-Type: application/json" \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Body parameter¶

{
  "description": "string",
  "language": "string",
  "maximumMemory": 134217728,
  "name": "string"
}

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
body	body	CustomTaskUpdate	false	none

Example responses¶

{
  "calibratePredictions": true,
  "created": "string",
  "createdBy": "string",
  "customModelType": "training",
  "description": "string",
  "id": "string",
  "language": "string",
  "latestVersion": {
    "baseEnvironmentId": "string",
    "baseEnvironmentVersionId": "string",
    "created": "string",
    "customModelId": "string",
    "customTaskId": "string",
    "dependencies": [
      {
        "constraints": [
          {
            "constraintType": "<",
            "version": "string"
          }
        ],
        "extras": "string",
        "line": "string",
        "lineNumber": 0,
        "packageName": "string"
      }
    ],
    "description": "string",
    "id": "string",
    "isFrozen": true,
    "items": [
      {
        "commitSha": "string",
        "created": "string",
        "fileName": "string",
        "filePath": "string",
        "fileSource": "string",
        "id": "string",
        "ref": "string",
        "repositoryFilePath": "string",
        "repositoryLocation": "string",
        "repositoryName": "string"
      }
    ],
    "label": "string",
    "maximumMemory": 134217728,
    "outboundNetworkPolicy": "ISOLATED",
    "requiredMetadata": {},
    "requiredMetadataValues": [
      {
        "fieldName": "string",
        "value": "string"
      }
    ],
    "versionMajor": 0,
    "versionMinor": 0,
    "warning": [
      "string"
    ]
  },
  "maximumMemory": 134217728,
  "name": "string",
  "targetType": "Binary",
  "updated": "string"
}

Responses¶

Status	Meaning	Description	Schema
201	Created	Created.	CustomTaskResponse
422	Unprocessable Entity	Input parameters are invalid.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

GET /api/v2/customTasks/{customTaskId}/accessControl/¶

Get a list of users who have access to this custom task and their roles on it.

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/customTasks/{customTaskId}/accessControl/?offset=0&limit=1000 \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
offset	query	integer	true	This many results will be skipped.
limit	query	integer	true	At most this many results are returned.
customTaskId	path	string	true	ID of the custom task.

Example responses¶

{
  "count": 0,
  "data": [
    {
      "canShare": true,
      "role": "string",
      "userId": "string",
      "username": "string"
    }
  ],
  "next": "http://example.com",
  "previous": "http://example.com"
}

Responses¶

Status	Meaning	Description	Schema
200	OK	A list of users who have access to this custom task and their roles on it.	CustomTaskAccessControlListResponse
400	Bad Request	Both username and userId were specified.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

PATCH /api/v2/customTasks/{customTaskId}/accessControl/¶

Grant access or update roles for users on this custom task and appropriate learning data. Up to 100 user roles may be set in a single request.

Code samples¶

# You can also use wget
curl -X PATCH https://app.datarobot.com/api/v2/customTasks/{customTaskId}/accessControl/ \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer {access-token}"

Body parameter¶

{
  "data": [
    {
      "canShare": true,
      "role": "ADMIN",
      "username": "string"
    }
  ]
}

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
body	body	SharingUpdateOrRemoveWithGrant	false	none

Responses¶

Status	Meaning	Description	Schema
204	No Content	Roles updated successfully.	None
409	Conflict	The request would leave the custom task without an owner.	None
422	Unprocessable Entity	One of the users in the request does not exist, or the request is otherwise invalid.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

GET /api/v2/customTasks/{customTaskId}/download/¶

Download the latest item bundle from a custom task as a zip compressed archive.

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/customTasks/{customTaskId}/download/ \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.

Responses¶

Status	Meaning	Description	Schema
200	OK	The download succeeded.	None

Response Headers¶

Status	Header	Type	Format	Description
200	Content-Disposition	string		Contains an auto generated filename for this download ("attachment;filename=model--version-.zip").

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

GET /api/v2/customTasks/{customTaskId}/versions/¶

List custom task versions.

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/?offset=0&limit=1000 \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
offset	query	integer	true	This many results will be skipped.
limit	query	integer	true	At most this many results are returned.
customTaskId	path	string	true	ID of the custom task.

Example responses¶

{
  "count": 0,
  "data": [
    {
      "baseEnvironmentId": "string",
      "baseEnvironmentVersionId": "string",
      "created": "string",
      "customModelId": "string",
      "customTaskId": "string",
      "dependencies": [
        {
          "constraints": [
            {
              "constraintType": "<",
              "version": "string"
            }
          ],
          "extras": "string",
          "line": "string",
          "lineNumber": 0,
          "packageName": "string"
        }
      ],
      "description": "string",
      "id": "string",
      "isFrozen": true,
      "items": [
        {
          "commitSha": "string",
          "created": "string",
          "fileName": "string",
          "filePath": "string",
          "fileSource": "string",
          "id": "string",
          "ref": "string",
          "repositoryFilePath": "string",
          "repositoryLocation": "string",
          "repositoryName": "string"
        }
      ],
      "label": "string",
      "maximumMemory": 134217728,
      "outboundNetworkPolicy": "ISOLATED",
      "requiredMetadata": {},
      "requiredMetadataValues": [
        {
          "fieldName": "string",
          "value": "string"
        }
      ],
      "versionMajor": 0,
      "versionMinor": 0,
      "warning": [
        "string"
      ]
    }
  ],
  "next": "http://example.com",
  "previous": "http://example.com",
  "totalCount": 0
}

Responses¶

Status	Meaning	Description	Schema
200	OK	OK.	CustomTaskVersionListResponse
400	Bad Request	Query parameters are invalid.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

PATCH /api/v2/customTasks/{customTaskId}/versions/¶

Create a new custom task version with files added, replaced or deleted. Files from the previous version of a custom task will be used as a basis.

Code samples¶

# You can also use wget
curl -X PATCH https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/ \
  -H "Content-Type: multipart/form-data" \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Body parameter¶

baseEnvironmentId: string
file: string
filePath: string
filesToDelete: string
isMajorUpdate: "false"
maximumMemory: 134217728
outboundNetworkPolicy: ISOLATED
requiredMetadata: string
requiredMetadataValues: string

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
body	body	CustomTaskVersionCreateFromLatest	false	none

Example responses¶

{
  "baseEnvironmentId": "string",
  "baseEnvironmentVersionId": "string",
  "created": "string",
  "customModelId": "string",
  "customTaskId": "string",
  "dependencies": [
    {
      "constraints": [
        {
          "constraintType": "<",
          "version": "string"
        }
      ],
      "extras": "string",
      "line": "string",
      "lineNumber": 0,
      "packageName": "string"
    }
  ],
  "description": "string",
  "id": "string",
  "isFrozen": true,
  "items": [
    {
      "commitSha": "string",
      "created": "string",
      "fileName": "string",
      "filePath": "string",
      "fileSource": "string",
      "id": "string",
      "ref": "string",
      "repositoryFilePath": "string",
      "repositoryLocation": "string",
      "repositoryName": "string"
    }
  ],
  "label": "string",
  "maximumMemory": 134217728,
  "outboundNetworkPolicy": "ISOLATED",
  "requiredMetadata": {},
  "requiredMetadataValues": [
    {
      "fieldName": "string",
      "value": "string"
    }
  ],
  "versionMajor": 0,
  "versionMinor": 0,
  "warning": [
    "string"
  ]
}

Responses¶

Status	Meaning	Description	Schema
201	Created	Item successfully created.	CustomTaskVersionResponse
413	Payload Too Large	Item or collection of items was too large in size (bytes).	None
422	Unprocessable Entity	Cannot create the custom task version due to one or more errors. All error responses will have a "message" field and some may have optional fields. The optional fields include: ["errors", "dependencies", "invalidDependencies"]	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

POST /api/v2/customTasks/{customTaskId}/versions/¶

Create a new custom task version with attached files if supplied.

Code samples¶

# You can also use wget
curl -X POST https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/ \
  -H "Content-Type: multipart/form-data" \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Body parameter¶

baseEnvironmentId: string
file: string
filePath: string
isMajorUpdate: "false"
maximumMemory: 134217728
outboundNetworkPolicy: ISOLATED
requiredMetadata: string
requiredMetadataValues: string

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
body	body	CustomTaskVersionCreate	false	none

Example responses¶

{
  "baseEnvironmentId": "string",
  "baseEnvironmentVersionId": "string",
  "created": "string",
  "customModelId": "string",
  "customTaskId": "string",
  "dependencies": [
    {
      "constraints": [
        {
          "constraintType": "<",
          "version": "string"
        }
      ],
      "extras": "string",
      "line": "string",
      "lineNumber": 0,
      "packageName": "string"
    }
  ],
  "description": "string",
  "id": "string",
  "isFrozen": true,
  "items": [
    {
      "commitSha": "string",
      "created": "string",
      "fileName": "string",
      "filePath": "string",
      "fileSource": "string",
      "id": "string",
      "ref": "string",
      "repositoryFilePath": "string",
      "repositoryLocation": "string",
      "repositoryName": "string"
    }
  ],
  "label": "string",
  "maximumMemory": 134217728,
  "outboundNetworkPolicy": "ISOLATED",
  "requiredMetadata": {},
  "requiredMetadataValues": [
    {
      "fieldName": "string",
      "value": "string"
    }
  ],
  "versionMajor": 0,
  "versionMinor": 0,
  "warning": [
    "string"
  ]
}

Responses¶

Status	Meaning	Description	Schema
201	Created	Item successfully created.	CustomTaskVersionResponse
413	Payload Too Large	Item or collection of items was too large in size (bytes).	None
422	Unprocessable Entity	Cannot create the custom task version due to one or more errors. All error responses will have a "message" field and some may have optional fields. The optional fields include: ["errors", "dependencies", "invalidDependencies"]	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

PATCH /api/v2/customTasks/{customTaskId}/versions/fromRepository/¶

Create a new custom task version with files added from a remote repository. Files from the previous version of a custom task will be used as a basis.

Code samples¶

# You can also use wget
curl -X PATCH https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/fromRepository/ \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer {access-token}"

Body parameter¶

{
  "baseEnvironmentId": "string",
  "isMajorUpdate": true,
  "outboundNetworkPolicy": "ISOLATED",
  "ref": "string",
  "repositoryId": "string",
  "requiredMetadata": {},
  "requiredMetadataValues": [
    {
      "fieldName": "string",
      "value": "string"
    }
  ],
  "sourcePath": "string"
}

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
body	body	CustomTaskVersionCreateFromRepository	false	none

Responses¶

Status	Meaning	Description	Schema
202	Accepted	Accepted: request placed to a queue for processing.	None
422	Unprocessable Entity	Input parameters are invalid.	None

Response Headers¶

Status	Header	Type	Format	Description
202	Location	string		URL for tracking async job status.

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

POST /api/v2/customTasks/{customTaskId}/versions/fromRepository/¶

Create a new custom task version with only files added from the specified remote repository.

Code samples¶

# You can also use wget
curl -X POST https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/fromRepository/ \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer {access-token}"

Body parameter¶

{
  "baseEnvironmentId": "string",
  "isMajorUpdate": true,
  "outboundNetworkPolicy": "ISOLATED",
  "ref": "string",
  "repositoryId": "string",
  "requiredMetadata": {},
  "requiredMetadataValues": [
    {
      "fieldName": "string",
      "value": "string"
    }
  ],
  "sourcePath": "string"
}

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
body	body	CustomTaskVersionCreateFromRepository	false	none

Responses¶

Status	Meaning	Description	Schema
202	Accepted	Accepted: request placed to a queue for processing.	None
422	Unprocessable Entity	Input parameters are invalid.	None

Response Headers¶

Status	Header	Type	Format	Description
202	Location	string		URL for tracking async job status.

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

GET /api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/¶

Display a requested version of a custom task along with the files attached to it.

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/ \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
customTaskVersionId	path	string	true	ID of the custom task version.

Example responses¶

{
  "baseEnvironmentId": "string",
  "baseEnvironmentVersionId": "string",
  "created": "string",
  "customModelId": "string",
  "customTaskId": "string",
  "dependencies": [
    {
      "constraints": [
        {
          "constraintType": "<",
          "version": "string"
        }
      ],
      "extras": "string",
      "line": "string",
      "lineNumber": 0,
      "packageName": "string"
    }
  ],
  "description": "string",
  "id": "string",
  "isFrozen": true,
  "items": [
    {
      "commitSha": "string",
      "created": "string",
      "fileName": "string",
      "filePath": "string",
      "fileSource": "string",
      "id": "string",
      "ref": "string",
      "repositoryFilePath": "string",
      "repositoryLocation": "string",
      "repositoryName": "string"
    }
  ],
  "label": "string",
  "maximumMemory": 134217728,
  "outboundNetworkPolicy": "ISOLATED",
  "requiredMetadata": {},
  "requiredMetadataValues": [
    {
      "fieldName": "string",
      "value": "string"
    }
  ],
  "versionMajor": 0,
  "versionMinor": 0,
  "warning": [
    "string"
  ]
}

Responses¶

Status	Meaning	Description	Schema
200	OK	OK.	CustomTaskVersionResponse

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

PATCH /api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/¶

Edit metadata of a specific task version.

Code samples¶

# You can also use wget
curl -X PATCH https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/ \
  -H "Content-Type: application/json" \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Body parameter¶

{
  "description": "string",
  "requiredMetadata": {},
  "requiredMetadataValues": [
    {
      "fieldName": "string",
      "value": "string"
    }
  ]
}

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
customTaskVersionId	path	string	true	ID of the custom task version.
body	body	CustomTaskVersionMetadataUpdate	false	none

Example responses¶

{
  "baseEnvironmentId": "string",
  "baseEnvironmentVersionId": "string",
  "created": "string",
  "customModelId": "string",
  "customTaskId": "string",
  "dependencies": [
    {
      "constraints": [
        {
          "constraintType": "<",
          "version": "string"
        }
      ],
      "extras": "string",
      "line": "string",
      "lineNumber": 0,
      "packageName": "string"
    }
  ],
  "description": "string",
  "id": "string",
  "isFrozen": true,
  "items": [
    {
      "commitSha": "string",
      "created": "string",
      "fileName": "string",
      "filePath": "string",
      "fileSource": "string",
      "id": "string",
      "ref": "string",
      "repositoryFilePath": "string",
      "repositoryLocation": "string",
      "repositoryName": "string"
    }
  ],
  "label": "string",
  "maximumMemory": 134217728,
  "outboundNetworkPolicy": "ISOLATED",
  "requiredMetadata": {},
  "requiredMetadataValues": [
    {
      "fieldName": "string",
      "value": "string"
    }
  ],
  "versionMajor": 0,
  "versionMinor": 0,
  "warning": [
    "string"
  ]
}

Responses¶

Status	Meaning	Description	Schema
200	OK	The edit was successful.	CustomTaskVersionResponse
404	Not Found	Custom task not found or user does not have edit permissions.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

DELETE /api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/dependencyBuild/¶

Cancel the custom task version's dependency build.

Code samples¶

# You can also use wget
curl -X DELETE https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/dependencyBuild/ \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
customTaskVersionId	path	string	true	ID of the custom task version.

Responses¶

Status	Meaning	Description	Schema
204	No Content	Custom task version's dependency build was cancelled.	None
409	Conflict	Custom task dependency build has reached a terminal state and cannot be cancelled.	None
422	Unprocessable Entity	No custom task dependency build started for specified version or dependency image is in use and cannot be deleted	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

GET /api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/dependencyBuild/¶

Retrieve the custom task version's dependency build status.

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/dependencyBuild/ \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
customTaskVersionId	path	string	true	ID of the custom task version.

Example responses¶

{
  "buildEnd": "string",
  "buildLogLocation": "http://example.com",
  "buildStart": "string",
  "buildStatus": "submitted",
  "customTaskId": "string",
  "customTaskVersionId": "string"
}

Responses¶

Status	Meaning	Description	Schema
200	OK	The metadata from the custom task version's dependency build.	CustomTaskVersionDependencyBuildMetadataResponse
422	Unprocessable Entity	Custom task dependency build has not started.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

POST /api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/dependencyBuild/¶

Start a custom task version's dependency build. This is required to test, deploy, or train custom tasks.

Code samples¶

# You can also use wget
curl -X POST https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/dependencyBuild/ \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
customTaskVersionId	path	string	true	ID of the custom task version.

Example responses¶

{
  "buildEnd": "string",
  "buildLogLocation": "http://example.com",
  "buildStart": "string",
  "buildStatus": "submitted",
  "customTaskId": "string",
  "customTaskVersionId": "string"
}

Responses¶

Status	Meaning	Description	Schema
202	Accepted	Custom task version's dependency build has started.	CustomTaskVersionDependencyBuildMetadataResponse
422	Unprocessable Entity	Custom task dependency build has failed.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

GET /api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/dependencyBuildLog/¶

Retrieve the custom task version's dependency build log.

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/dependencyBuildLog/ \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
customTaskVersionId	path	string	true	ID of the custom task version.

Responses¶

Status	Meaning	Description	Schema
200	OK	The log file generated during the custom task version's dependency build.	None
404	Not Found	Dependency build is in progress or could not be found.	None
422	Unprocessable Entity	Custom task dependency build has not started.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

GET /api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/download/¶

Download a specific item bundle from a custom task as a zip compressed archive.

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/customTasks/{customTaskId}/versions/{customTaskVersionId}/download/ \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
customTaskId	path	string	true	ID of the custom task.
customTaskVersionId	path	string	true	ID of the custom task version.

Responses¶

Status	Meaning	Description	Schema
200	OK	The download succeeded.	None

Response Headers¶

Status	Header	Type	Format	Description
200	Content-Disposition	string		Contains an auto generated filename for this download ("attachment;filename=model--version-.zip").

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

GET /api/v2/projects/{projectId}/models/{modelId}/logs/¶

Retrieve an archive (tar.gz) of the logs produced and persisted by a model. Note that only blueprints with custom tasks create persistent logs - this will not work with any other type of model.

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/projects/{projectId}/models/{modelId}/logs/ \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
projectId	path	string	true	The project ID
modelId	path	string	true	The model ID

Example responses¶

{
  "data": "string"
}

Responses¶

Status	Meaning	Description	Schema
200	OK	An archive (tar.gz) of the logs produced and persisted by a model.	PersistentLogsForModelWithCustomTasksRetrieveResponse
403	Forbidden	User does not have permissions to fetch model logs.	None
404	Not Found	Logs for this model could not be found.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

GET /api/v2/projects/{projectId}/models/{modelId}/trainingArtifact/¶

Retrieve an archive (tar.gz) of the artifacts produced and persisted by a model. Note that only blueprints with custom tasks create these artifacts - this will not work with any other type of model.

Code samples¶

# You can also use wget
curl -X GET https://app.datarobot.com/api/v2/projects/{projectId}/models/{modelId}/trainingArtifact/ \
  -H "Accept: application/json" \
  -H "Authorization: Bearer {access-token}"

Parameters

Name	In	Type	Required	Description
projectId	path	string	true	The project ID
modelId	path	string	true	The model ID

Example responses¶

{
  "data": "string"
}

Responses¶

Status	Meaning	Description	Schema
200	OK	An archive (tar.gz) of the artifacts produced by this model.	ArtifactsForModelWithCustomTasksRetrieveResponse
403	Forbidden	User does not have permissions to fetch this artifact.	None
404	Not Found	The model with this modelID does not have any artifacts.	None

To perform this operation, you must be authenticated by means of one of the following methods:

BearerAuth

Schemas¶

ArtifactsForModelWithCustomTasksRetrieveResponse

{
  "data": "string"
}

Properties¶

Name	Type	Required	Restrictions	Description
data	string(binary)	true		An archive (tar.gz) of the artifacts produced and persisted by a model.

CustomTaskAccessControlListResponse

{
  "count": 0,
  "data": [
    {
      "canShare": true,
      "role": "string",
      "userId": "string",
      "username": "string"
    }
  ],
  "next": "http://example.com",
  "previous": "http://example.com"
}

Properties¶

Name	Type	Required	Description
count	integer	true	Number of items in current page.
data	[CustomTaskAccessControlResponse]	true	List of the requested custom task access control entries.
next	string(uri)¦null	true	URL pointing to the next page (if null, there is no next page)
previous	string(uri)¦null	true	URL pointing to the previous page (if null, there is no previous page

CustomTaskAccessControlResponse

{
  "canShare": true,
  "role": "string",
  "userId": "string",
  "username": "string"
}

Properties¶

Name	Type	Required	Description
canShare	boolean	true	Whether this user can share this custom task
role	string	true	This users role.
userId	string	true	This user's userId.
username	string	true	The username for this user's entry.

CustomTaskCopy

{
  "customTaskId": "string"
}

Properties¶

Name	Type	Required	Restrictions	Description
customTaskId	string	true		ID of the custom task to copy.

CustomTaskCreate

{
  "calibratePredictions": "True",
  "description": "string",
  "language": "string",
  "maximumMemory": 134217728,
  "name": "string",
  "targetType": "Binary"
}

Properties¶

Name	Type	Required	Restrictions	Description
calibratePredictions	boolean	false		Whether model predictions should be calibrated by DataRobot.Only applies to anomaly detection; we recommend this if you have not already included calibration in your model code.Calibration improves the probability estimates of a model, and modifies the predictions of non-probabilistic models to be interpretable as probabilities. This will facilitate comparison to DataRobot models, and give access to ROC curve insights on external data.
description	string	false	maxLength: 10000	The user-friendly description of the task.
language	string	false	maxLength: 500	Programming language name in which task is written.
maximumMemory	integer¦null	false	maximum: 15032385536 minimum: 134217728	DEPRECATED! The maximum memory that might be allocated by the custom-model. If exceeded, the custom-model will be killed.
name	string	true	maxLength: 255	The user-friendly name for the task.
targetType	string	true		The target type of the custom task

Enumerated Values¶

Property	Value
targetType	[`Binary`, `Regression`, `Multiclass`, `Anomaly`, `Transform`, `TextGeneration`]

CustomTaskListResponse

{
  "count": 0,
  "data": [
    {
      "calibratePredictions": true,
      "created": "string",
      "createdBy": "string",
      "customModelType": "training",
      "description": "string",
      "id": "string",
      "language": "string",
      "latestVersion": {
        "baseEnvironmentId": "string",
        "baseEnvironmentVersionId": "string",
        "created": "string",
        "customModelId": "string",
        "customTaskId": "string",
        "dependencies": [
          {
            "constraints": [
              {
                "constraintType": "<",
                "version": "string"
              }
            ],
            "extras": "string",
            "line": "string",
            "lineNumber": 0,
            "packageName": "string"
          }
        ],
        "description": "string",
        "id": "string",
        "isFrozen": true,
        "items": [
          {
            "commitSha": "string",
            "created": "string",
            "fileName": "string",
            "filePath": "string",
            "fileSource": "string",
            "id": "string",
            "ref": "string",
            "repositoryFilePath": "string",
            "repositoryLocation": "string",
            "repositoryName": "string"
          }
        ],
        "label": "string",
        "maximumMemory": 134217728,
        "outboundNetworkPolicy": "ISOLATED",
        "requiredMetadata": {},
        "requiredMetadataValues": [
          {
            "fieldName": "string",
            "value": "string"
          }
        ],
        "versionMajor": 0,
        "versionMinor": 0,
        "warning": [
          "string"
        ]
      },
      "maximumMemory": 134217728,
      "name": "string",
      "targetType": "Binary",
      "updated": "string"
    }
  ],
  "next": "http://example.com",
  "previous": "http://example.com",
  "totalCount": 0
}

Properties¶

Name	Type	Required	Description
count	integer	false	Number of items returned on this page.
data	[CustomTaskResponse]	true	List of custom tasks.
next	string(uri)¦null	true	URL pointing to the next page (if null, there is no next page).
previous	string(uri)¦null	true	URL pointing to the previous page (if null, there is no previous page).
totalCount	integer	true	The total number of items across all pages.

CustomTaskResponse

{
  "calibratePredictions": true,
  "created": "string",
  "createdBy": "string",
  "customModelType": "training",
  "description": "string",
  "id": "string",
  "language": "string",
  "latestVersion": {
    "baseEnvironmentId": "string",
    "baseEnvironmentVersionId": "string",
    "created": "string",
    "customModelId": "string",
    "customTaskId": "string",
    "dependencies": [
      {
        "constraints": [
          {
            "constraintType": "<",
            "version": "string"
          }
        ],
        "extras": "string",
        "line": "string",
        "lineNumber": 0,
        "packageName": "string"
      }
    ],
    "description": "string",
    "id": "string",
    "isFrozen": true,
    "items": [
      {
        "commitSha": "string",
        "created": "string",
        "fileName": "string",
        "filePath": "string",
        "fileSource": "string",
        "id": "string",
        "ref": "string",
        "repositoryFilePath": "string",
        "repositoryLocation": "string",
        "repositoryName": "string"
      }
    ],
    "label": "string",
    "maximumMemory": 134217728,
    "outboundNetworkPolicy": "ISOLATED",
    "requiredMetadata": {},
    "requiredMetadataValues": [
      {
        "fieldName": "string",
        "value": "string"
      }
    ],
    "versionMajor": 0,
    "versionMinor": 0,
    "warning": [
      "string"
    ]
  },
  "maximumMemory": 134217728,
  "name": "string",
  "targetType": "Binary",
  "updated": "string"
}

Properties¶

Name	Type	Required	Restrictions	Description
calibratePredictions	boolean	false		Determines whether or not predictions should be calibrated by DataRobot. Only applies to anomaly detection.
created	string	true		ISO-8601 timestamp of when the task was created.
createdBy	string	true		The username of the custom task creator.
customModelType	string	true		The type of custom task.
description	string	true		The description of the task.
id	string	true		The ID of the custom task.
language	string	true		The programming language used by the task.
latestVersion	CustomTaskVersionResponse	true		The latest version for the custom task (if this field is empty the task is not ready for use).
maximumMemory	integer¦null	false	maximum: 15032385536 minimum: 134217728	DEPRECATED! The maximum memory that might be allocated by the custom-model. If exceeded, the custom-model will be killed.
name	string	true		The name of the task.
targetType	string	true		The target type of the custom task.
updated	string	true		ISO-8601 timestamp of when task was last updated.

Enumerated Values¶

Property	Value
customModelType	[`training`, `inference`]
targetType	[`Binary`, `Regression`, `Multiclass`, `Anomaly`, `Transform`, `TextGeneration`]

CustomTaskUpdate

{
  "description": "string",
  "language": "string",
  "maximumMemory": 134217728,
  "name": "string"
}

Properties¶

Name	Type	Required	Restrictions	Description
description	string	false	maxLength: 10000	The user-friendly description of the task.
language	string	false	maxLength: 500	Programming language name in which task is written.
maximumMemory	integer¦null	false	maximum: 15032385536 minimum: 134217728	DEPRECATED! The maximum memory that might be allocated by the custom-model. If exceeded, the custom-model will be killed.
name	string	false	maxLength: 255	The user-friendly name for the task.

CustomTaskVersionCreate

{
  "baseEnvironmentId": "string",
  "file": "string",
  "filePath": "string",
  "isMajorUpdate": "false",
  "maximumMemory": 134217728,
  "outboundNetworkPolicy": "ISOLATED",
  "requiredMetadata": "string",
  "requiredMetadataValues": "string"
}

Properties¶

Name	Type	Required	Description
baseEnvironmentId	string	true	The base environment to use with this custom task version.
file	string(binary)	false	A file with code for a custom task or a custom model. For each file supplied as form data, you must have a corresponding `filePath` supplied that shows the relative location of the file. For example, you have two files: `/home/username/custom-task/main.py` and `/home/username/custom-task/helpers/helper.py`. When uploading these files, you would also need to include two `filePath` fields of, `"main.py"` and `"helpers/helper.py"`. If the supplied `file` already exists at the supplied `filePath`, the old file is replaced by the new file.
filePath	any	false	The local path of the file being uploaded. See the `file` field explanation for more details.

oneOf

Name	Type	Required	Restrictions	Description
» anonymous	string	false		none

xor

Name	Type	Required	Restrictions	Description
» anonymous	[string]	false		none

continued

Name	Type	Required	Restrictions	Description
isMajorUpdate	string	true		If set to true, new major version will created, otherwise minor version will be created.
maximumMemory	integer¦null	false	maximum: 15032385536 minimum: 134217728	DEPRECATED! The maximum memory that might be allocated by the custom-model. If exceeded, the custom-model will be killed.
outboundNetworkPolicy	string	false		What kind of outbound network calls are allowed. If ISOLATED, then no outbound network calls are allowed. If PUBLIC, then network calls are allowed to any public ip address.
requiredMetadata	string	false		Additional parameters required by the execution environment. The required keys are defined by the fieldNames in the base environment's requiredMetadataKeys. Once set, they cannot be changed. If you to change them, make a new version.
requiredMetadataValues	string	false		Additional parameters required by the execution environment. The required fieldNames are defined by the fieldNames in the base environment's requiredMetadataKeys.

Enumerated Values¶

Property	Value
isMajorUpdate	[`false`, `False`, `true`, `True`]
outboundNetworkPolicy	[`ISOLATED`, `PUBLIC`]

CustomTaskVersionCreateFromLatest

{
  "baseEnvironmentId": "string",
  "file": "string",
  "filePath": "string",
  "filesToDelete": "string",
  "isMajorUpdate": "false",
  "maximumMemory": 134217728,
  "outboundNetworkPolicy": "ISOLATED",
  "requiredMetadata": "string",
  "requiredMetadataValues": "string"
}

Properties¶

Name	Type	Required	Description
baseEnvironmentId	string	true	The base environment to use with this custom task version.
file	string(binary)	false	A file with code for a custom task or a custom model. For each file supplied as form data, you must have a corresponding `filePath` supplied that shows the relative location of the file. For example, you have two files: `/home/username/custom-task/main.py` and `/home/username/custom-task/helpers/helper.py`. When uploading these files, you would also need to include two `filePath` fields of, `"main.py"` and `"helpers/helper.py"`. If the supplied `file` already exists at the supplied `filePath`, the old file is replaced by the new file.
filePath	any	false	The local path of the file being uploaded. See the `file` field explanation for more details.

oneOf

Name	Type	Required	Restrictions	Description
» anonymous	string	false		none

xor

Name	Type	Required	Restrictions	Description
» anonymous	[string]	false		none

continued

Name	Type	Required	Restrictions	Description
filesToDelete	any	false		The IDs of the files to be deleted.

oneOf

Name	Type	Required	Restrictions	Description
» anonymous	string	false		none

xor

Name	Type	Required	Restrictions	Description
» anonymous	[string]	false		none

continued

Name	Type	Required	Restrictions	Description
isMajorUpdate	string	true		If set to true, new major version will created, otherwise minor version will be created.
maximumMemory	integer¦null	false	maximum: 15032385536 minimum: 134217728	DEPRECATED! The maximum memory that might be allocated by the custom-model. If exceeded, the custom-model will be killed.
outboundNetworkPolicy	string	false		What kind of outbound network calls are allowed. If ISOLATED, then no outbound network calls are allowed. If PUBLIC, then network calls are allowed to any public ip address.
requiredMetadata	string	false		Additional parameters required by the execution environment. The required keys are defined by the fieldNames in the base environment's requiredMetadataKeys. Once set, they cannot be changed. If you to change them, make a new version.
requiredMetadataValues	string	false		Additional parameters required by the execution environment. The required fieldNames are defined by the fieldNames in the base environment's requiredMetadataKeys.

Enumerated Values¶

Property	Value
isMajorUpdate	[`false`, `False`, `true`, `True`]
outboundNetworkPolicy	[`ISOLATED`, `PUBLIC`]

CustomTaskVersionCreateFromRepository

{
  "baseEnvironmentId": "string",
  "isMajorUpdate": true,
  "outboundNetworkPolicy": "ISOLATED",
  "ref": "string",
  "repositoryId": "string",
  "requiredMetadata": {},
  "requiredMetadataValues": [
    {
      "fieldName": "string",
      "value": "string"
    }
  ],
  "sourcePath": "string"
}

Properties¶

Name	Type	Required	Description
baseEnvironmentId	string	false	The base environment to use with this version.
isMajorUpdate	boolean	false	If set to true, new major version will created, otherwise minor version will be created.
outboundNetworkPolicy	string	false	What kind of outbound network calls are allowed. If ISOLATED, then no outbound network calls are allowed. If PUBLIC, then network calls are allowed to any public ip address.
ref	string	false	Remote reference (branch, commit, etc). Latest, if not specified.
repositoryId	string	true	The ID of remote repository used to pull sources. This ID can be found using the /api/v2/remoteRepositories/ endpoint.
requiredMetadata	object	false	Additional parameters required by the execution environment. The required keys are defined by the fieldNames in the base environment's requiredMetadataKeys. Once set, they cannot be changed. If you to change them, make a new version.
requiredMetadataValues	[RequiredMetadataValue]	false	Additional parameters required by the execution environment. The required fieldNames are defined by the fieldNames in the base environment's requiredMetadataKeys.
sourcePath	any	false	A remote repository file path to be pulled into a custom model or custom task.

oneOf

Name	Type	Required	Restrictions	Description
» anonymous	string	false		none

xor

Name	Type	Required	Restrictions	Description
» anonymous	[string]	false		none

Enumerated Values¶

Property	Value
outboundNetworkPolicy	[`ISOLATED`, `PUBLIC`]

CustomTaskVersionDependencyBuildMetadataResponse

{
  "buildEnd": "string",
  "buildLogLocation": "http://example.com",
  "buildStart": "string",
  "buildStatus": "submitted",
  "customTaskId": "string",
  "customTaskVersionId": "string"
}

Properties¶

Name	Type	Required	Description
buildEnd	string¦null	true	The ISO-8601 encoded time when this build completed.
buildLogLocation	string(uri)¦null	true	The URL to download the build logs from this build.
buildStart	string	true	The ISO-8601 encoded time when this build started.
buildStatus	string	true	The current status of the dependency build.
customTaskId	string	true	The ID of custom task.
customTaskVersionId	string	true	The ID of custom task version.

Enumerated Values¶

Property	Value
buildStatus	[`submitted`, `processing`, `failed`, `success`]

CustomTaskVersionListResponse

{
  "count": 0,
  "data": [
    {
      "baseEnvironmentId": "string",
      "baseEnvironmentVersionId": "string",
      "created": "string",
      "customModelId": "string",
      "customTaskId": "string",
      "dependencies": [
        {
          "constraints": [
            {
              "constraintType": "<",
              "version": "string"
            }
          ],
          "extras": "string",
          "line": "string",
          "lineNumber": 0,
          "packageName": "string"
        }
      ],
      "description": "string",
      "id": "string",
      "isFrozen": true,
      "items": [
        {
          "commitSha": "string",
          "created": "string",
          "fileName": "string",
          "filePath": "string",
          "fileSource": "string",
          "id": "string",
          "ref": "string",
          "repositoryFilePath": "string",
          "repositoryLocation": "string",
          "repositoryName": "string"
        }
      ],
      "label": "string",
      "maximumMemory": 134217728,
      "outboundNetworkPolicy": "ISOLATED",
      "requiredMetadata": {},
      "requiredMetadataValues": [
        {
          "fieldName": "string",
          "value": "string"
        }
      ],
      "versionMajor": 0,
      "versionMinor": 0,
      "warning": [
        "string"
      ]
    }
  ],
  "next": "http://example.com",
  "previous": "http://example.com",
  "totalCount": 0
}

Properties¶

Name	Type	Required	Description
count	integer	false	Number of items returned on this page.
data	[CustomTaskVersionResponse]	true	List of custom task versions.
next	string(uri)¦null	true	URL pointing to the next page (if null, there is no next page).
previous	string(uri)¦null	true	URL pointing to the previous page (if null, there is no previous page).
totalCount	integer	true	The total number of items across all pages.

CustomTaskVersionMetadataUpdate

{
  "description": "string",
  "requiredMetadata": {},
  "requiredMetadataValues": [
    {
      "fieldName": "string",
      "value": "string"
    }
  ]
}

Properties¶

Name	Type	Required	Restrictions	Description
description	string	false	maxLength: 10000	New description for the custom task or model.
requiredMetadata	object	false		Additional parameters required by the execution environment. The required keys are defined by the fieldNames in the base environment's requiredMetadataKeys.
requiredMetadataValues	[RequiredMetadataValue]	false		Additional parameters required by the execution environment. The required fieldNames are defined by the fieldNames in the base environment's requiredMetadataKeys.

CustomTaskVersionResponse

{
  "baseEnvironmentId": "string",
  "baseEnvironmentVersionId": "string",
  "created": "string",
  "customModelId": "string",
  "customTaskId": "string",
  "dependencies": [
    {
      "constraints": [
        {
          "constraintType": "<",
          "version": "string"
        }
      ],
      "extras": "string",
      "line": "string",
      "lineNumber": 0,
      "packageName": "string"
    }
  ],
  "description": "string",
  "id": "string",
  "isFrozen": true,
  "items": [
    {
      "commitSha": "string",
      "created": "string",
      "fileName": "string",
      "filePath": "string",
      "fileSource": "string",
      "id": "string",
      "ref": "string",
      "repositoryFilePath": "string",
      "repositoryLocation": "string",
      "repositoryName": "string"
    }
  ],
  "label": "string",
  "maximumMemory": 134217728,
  "outboundNetworkPolicy": "ISOLATED",
  "requiredMetadata": {},
  "requiredMetadataValues": [
    {
      "fieldName": "string",
      "value": "string"
    }
  ],
  "versionMajor": 0,
  "versionMinor": 0,
  "warning": [
    "string"
  ]
}

Properties¶

Name	Type	Required	Restrictions	Description
baseEnvironmentId	string¦null	false		The base environment to use with this task version.
baseEnvironmentVersionId	string¦null	false		The base environment version to use with this task version.
created	string	true		ISO-8601 timestamp of when the task was created.
customModelId	string	true		an alias for customTaskId
customTaskId	string	true		the ID of the custom task.
dependencies	[DependencyResponse]	false		The parsed dependencies of the custom task version if the version has a valid requirements.txt file.
description	string¦null	true		Description of a custom task version.
id	string	true		the ID of the custom model version created.
isFrozen	boolean	true		If the version is frozen and immutable (i.e. it is either deployed or has been edited, causing a newer version to be yielded).
items	[WorkspaceItemResponse]	true		List of file items.
label	string	true		A semantic version number of the major and minor version.
maximumMemory	integer¦null	false	maximum: 15032385536 minimum: 134217728	DEPRECATED! The maximum memory that might be allocated by the custom-model. If exceeded, the custom-model will be killed.
outboundNetworkPolicy	string	true		What kind of outbound network calls are allowed. If ISOLATED, then no outbound network calls are allowed. If PUBLIC, then network calls are allowed to any public ip address.
requiredMetadata	object	false		Additional parameters required by the execution environment. The required keys are defined by the fieldNames in the base environment's requiredMetadataKeys. Once set, they cannot be changed. If you want to change them, make a new version.
requiredMetadataValues	[RequiredMetadataValue]	false		Additional parameters required by the execution environment. The required fieldNames are defined by the fieldNames in the base environment's requiredMetadataKeys.
versionMajor	integer	true		The major version number, incremented on deployments or larger file changes.
versionMinor	integer	true		The minor version number, incremented on general file changes.
warning	[string]	false		Warnings about the custom task version

Enumerated Values¶

Property	Value
outboundNetworkPolicy	[`ISOLATED`, `PUBLIC`]

DependencyConstraint

{
  "constraintType": "<",
  "version": "string"
}

Properties¶

Name	Type	Required	Restrictions	Description
constraintType	string	true		The constraint type to apply to the version.
version	string	true		The version label to use in the constraint.

Enumerated Values¶

Property	Value
constraintType	[`<`, `<=`, `==`, `>=`, `>`]

DependencyResponse

{
  "constraints": [
    {
      "constraintType": "<",
      "version": "string"
    }
  ],
  "extras": "string",
  "line": "string",
  "lineNumber": 0,
  "packageName": "string"
}

Properties¶

Name	Type	Required	Description
constraints	[DependencyConstraint]	true	Constraints that should be applied to the dependency when installed.
extras	string	false	The dependency's package extras.
line	string	true	The original line from the requirements.txt file.
lineNumber	integer	true	The line number the requirement was on in requirements.txt.
packageName	string	true	The dependency's package name.

PersistentLogsForModelWithCustomTasksRetrieveResponse

{
  "data": "string"
}

Properties¶

Name	Type	Required	Restrictions	Description
data	string(binary)	true		An archive (tar.gz) of the logs produced and persisted by a model.

RequiredMetadataValue

{
  "fieldName": "string",
  "value": "string"
}

Properties¶

Name	Type	Required	Restrictions	Description
fieldName	string	true		The required field name. This value will be added as an environment variable when running custom models.
value	string	true	maxLength: 100	The value for the given field.

SharingUpdateOrRemoveWithGrant

{
  "data": [
    {
      "canShare": true,
      "role": "ADMIN",
      "username": "string"
    }
  ]
}

Properties¶

Name	Type	Required	Restrictions	Description
data	[UserRoleWithGrant]	true	maxItems: 100	List of sharing roles to update.

UserRoleWithGrant

{
  "canShare": true,
  "role": "ADMIN",
  "username": "string"
}

Properties¶

Name	Type	Required	Description
canShare	boolean	false	Whether the org/group/user should be able to share with others.If true, the org/group/user will be able to grant any role up to and includingtheir own to other orgs/groups/user. If `role` is `NO_ROLE` `canShare` is ignored.
role	string¦null	true	The role to set on the entity. When it is None, the role of this user will be removedfrom this entity.
username	string	true	Username of the user to update the access role for.

Enumerated Values¶

Property	Value
role	[`ADMIN`, `CONSUMER`, `DATA_SCIENTIST`, `EDITOR`, `OBSERVER`, `OWNER`, `READ_ONLY`, `READ_WRITE`, `USER`]

WorkspaceItemResponse

{
  "commitSha": "string",
  "created": "string",
  "fileName": "string",
  "filePath": "string",
  "fileSource": "string",
  "id": "string",
  "ref": "string",
  "repositoryFilePath": "string",
  "repositoryLocation": "string",
  "repositoryName": "string"
}

Properties¶

Name	Type	Required	Description
commitSha	string¦null	false	SHA1 hash pointing to the original file revision (set only for files pulled from Git-like repositories).
created	string	true	ISO-8601 timestamp of when the file item was created.
fileName	string	true	Name of the file item.
filePath	string	true	Path of the file item.
fileSource	string	true	Source of the file item.
id	string	true	ID of the file item.
ref	string¦null	false	Remote reference (branch, commit, tag). Branch "master", if not specified.
repositoryFilePath	string¦null	false	Full path to the file in the remote repository.
repositoryLocation	string¦null	false	URL to remote repository from which the file was pulled (e.g. Git server or S3 Bucket name).
repositoryName	string¦null	false	Name of the repository from which the file was pulled.

更新しました April 24, 2024

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