Method: googleapis.ml.v1.projects.models.versions.patch

Updates the specified Version resource. Currently the only update-able fields are description, requestLoggingConfig, autoScaling.minNodes, and manualScaling.nodes.

Arguments

Parameters
name

string

Required. The name of the model.
updateMask

string (FieldMask format)

Required. Specifies the path, relative to Version, of the field to update. Must be present and non-empty. For example, to change the description of a version to "foo", the update_mask parameter would be specified as description, and the PATCH request body would specify the new value, as follows: { "description": "foo" } Currently the only supported update mask fields are description, requestLoggingConfig, autoScaling.minNodes, and manualScaling.nodes. However, you can only update manualScaling.nodes if the version uses a Compute Engine (N1) machine type.
body

object (GoogleCloudMlV1__Version)

Required.

Raised exceptions

Exceptions
ConnectionError In case of a network problem (such as DNS failure or refused connection).
HttpError If the response status is >= 400 (excluding 429 and 503).
TimeoutError If a long-running operation takes longer to finish than the specified timeout limit.
TypeError If an operation or function receives an argument of the wrong type.
ValueError If an operation or function receives an argument of the right type but an inappropriate value. For example, a negative timeout.

Response

If successful, the response contains an instance of GoogleLongrunning__Operation.

Subworkflow snippet

Some fields might be optional or required. To identify required fields, refer to the API documentation.

YAML

- patch:
    call: googleapis.ml.v1.projects.models.versions.patch
    args:
        name: ...
        updateMask: ...
        body:
            acceleratorConfig:
                count: ...
                type: ...
            autoScaling:
                maxNodes: ...
                metrics: ...
                minNodes: ...
            container:
                args: ...
                command: ...
                env: ...
                image: ...
                ports: ...
            deploymentUri: ...
            description: ...
            etag: ...
            explanationConfig:
                integratedGradientsAttribution:
                    numIntegralSteps: ...
                sampledShapleyAttribution:
                    numPaths: ...
                xraiAttribution:
                    numIntegralSteps: ...
            framework: ...
            labels: ...
            machineType: ...
            manualScaling:
                nodes: ...
            name: ...
            packageUris: ...
            predictionClass: ...
            pythonVersion: ...
            requestLoggingConfig:
                bigqueryTableName: ...
                samplingPercentage: ...
            routes:
                health: ...
                predict: ...
            runtimeVersion: ...
            serviceAccount: ...
    result: patchResult

JSON

[
  {
    "patch": {
      "call": "googleapis.ml.v1.projects.models.versions.patch",
      "args": {
        "name": "...",
        "updateMask": "...",
        "body": {
          "acceleratorConfig": {
            "count": "...",
            "type": "..."
          },
          "autoScaling": {
            "maxNodes": "...",
            "metrics": "...",
            "minNodes": "..."
          },
          "container": {
            "args": "...",
            "command": "...",
            "env": "...",
            "image": "...",
            "ports": "..."
          },
          "deploymentUri": "...",
          "description": "...",
          "etag": "...",
          "explanationConfig": {
            "integratedGradientsAttribution": {
              "numIntegralSteps": "..."
            },
            "sampledShapleyAttribution": {
              "numPaths": "..."
            },
            "xraiAttribution": {
              "numIntegralSteps": "..."
            }
          },
          "framework": "...",
          "labels": "...",
          "machineType": "...",
          "manualScaling": {
            "nodes": "..."
          },
          "name": "...",
          "packageUris": "...",
          "predictionClass": "...",
          "pythonVersion": "...",
          "requestLoggingConfig": {
            "bigqueryTableName": "...",
            "samplingPercentage": "..."
          },
          "routes": {
            "health": "...",
            "predict": "..."
          },
          "runtimeVersion": "...",
          "serviceAccount": "..."
        }
      },
      "result": "patchResult"
    }
  }
]