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Creating a model deployment

Use the Documents resource to create a model deployment.

POST request

To create a model deployment, include the project or folder ID in the URI. Use the following URI:

/frs/v1/Projects('<project ID>')/Documents

Include the following fields in the request:

Field	Type	Description
name	String	Model deployment name.
description	String	Optional. Description of the model deployment.
documentType	String	Use MLOPS_DEPLOYMENT .
documentState	String	Use an empty string.
nativeData	Object	Blob object that defines the model deployment.

Include the following fields in the nativeData object:

Field	Type	Description
name	String	Model deployment name.
modelId	String	ID of the machine learning model to associate with this deployment.
computeUnits	Integer	Maximum number of compute units that you want the model deployment to use. Enter a whole number that is a multiple of 4 from 4 to 40.

POST response

Returns the model deployment summary.

The following table describes the attributes in the model deployment summary:

Field	Description
id	ID of the model deployment.
name	Model deployment name.
description	Description of the model deployment.
owner	ID of the user who owns the deployment.
createdBy	ID of the user who created the deployment.
lastUpdatedBy	ID of the user who last edited the deployment.
lastAccessedBy	ID of the user who last viewed the deployment.
createdTime	Date and time that the deployment was created.
lastUpdatedTime	Date and time that the deployment was last edited.
lastAccessedTime	Date and time that the deployment was last viewed.
expiresBy	Date and time that the deployment will expire.
parentInfo
parentID	ID of the project or space that contains the deployment.
parentName	Name of the project or space that contains the deployment.
parentType	Type of object that contains the deployment.
documentType
contentType
documentState
aclRule
subcontainerCount
customAttributes
repoInfo

POST request example

The following example shows a request to create a model deployment:

POST <serverURL>//frs/v1/Projects('<deployment ID>')/Documents
Content-Type: application/json
Accept: application/json
icSessionId: <SessionId>
{
  "name": "dev1",
  "description": "desc",
  "documentType": "MLOPS_DEPLOYMENT",
  "documentState": "",
  "nativeData": {
    "documentBlob": "{\"name\":\"deployment1\",\"modelId\":\"01\",\"computeUnits\":4}"
  }
}

You might receive a response similar to the following example:

{
    "@odata.context": "$metadata#Documents",
    "id": "e1iwMxidbY2k2qS66uVpO7",
    "name": "ModelDeployment_test",
    "description": "",
    "owner": "7XFxlRShgWTdWswz0KZSYs",
    "createdBy": "7XFxlRShgWTdWswz0KZSYs",
    "lastUpdatedBy": "7XFxlRShgWTdWswz0KZSYs",
    "lastAccessedBy": "7XFxlRShgWTdWswz0KZSYs",
    "createdTime": "2023-09-14T20:51:01.074Z",
    "lastUpdatedTime": "2023-09-14T20:51:01.074Z",
    "lastAccessedTime": "2023-09-14T20:51:01.574Z",
    "expiresBy": "2038-01-18T00:00:00Z",
    "parentInfo": [
        {
            "parentId": "7cCn5thwWFLhiZoSosphKL",
            "parentName": "REG",
            "parentType": "Space"
        },
        {
            "parentId": "hPZoYnnVXMUcZY1lFvATm3",
            "parentName": "AK",
            "parentType": "Project"
        }
    ],
    "documentType": "MLOPS_DEPLOYMENT",
    "contentType": "Binary",
    "documentState": "VALID",
    "aclRule": "org",
    "subcontainerCount": 0,
    "customAttributes": null,
    "repoInfo": {
        "repoParams": [],
        "repoPath": null,
        "repoHandle": "e1iwMxidbY2k2qS66uVpO7",
        "frsPath": null
    },
    "isSourceControlled": false,
    "checkedOutById": null
}

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REST API Reference

REST API Reference

Creating a model deployment

Creating a model deployment

POST request

POST response

POST request example