Class v1.VizierServiceClient (2.12.0)

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The name of the trial to add measurement.
   *  Format:
   *  `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
   */
  // const trialName = 'abc123'
  /**
   *  Required. The measurement to be added to a Trial.
   */
  // const measurement = {}

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callAddTrialMeasurement() {
    // Construct request
    const request = {
      trialName,
      measurement,
    };

    // Run request
    const response = await aiplatformClient.addTrialMeasurement(request);
    console.log(response);
  }

  callAddTrialMeasurement();

const client = longrunning.operationsClient();
await client.cancelOperation({name: ''});

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The Trial's name.
   *  Format:
   *  `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
   */
  // const trialName = 'abc123'

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callCheckTrialEarlyStoppingState() {
    // Construct request
    const request = {
      trialName,
    };

    // Run request
    const [operation] = await aiplatformClient.checkTrialEarlyStoppingState(request);
    const [response] = await operation.promise();
    console.log(response);
  }

  callCheckTrialEarlyStoppingState();

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The project and location that the Study belongs to.
   *  Format: `projects/{project}/locations/{location}/studies/{study}`
   */
  // const parent = 'abc123'
  /**
   *  Required. The number of suggestions requested. It must be positive.
   */
  // const suggestionCount = 1234
  /**
   *  Required. The identifier of the client that is requesting the suggestion.
   *  If multiple SuggestTrialsRequests have the same `client_id`,
   *  the service will return the identical suggested Trial if the Trial is
   *  pending, and provide a new Trial if the last suggested Trial was completed.
   */
  // const clientId = 'abc123'

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callSuggestTrials() {
    // Construct request
    const request = {
      parent,
      suggestionCount,
      clientId,
    };

    // Run request
    const [operation] = await aiplatformClient.suggestTrials(request);
    const [response] = await operation.promise();
    console.log(response);
  }

  callSuggestTrials();

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The Trial's name.
   *  Format:
   *  `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
   */
  // const trialName = 'abc123'

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callCheckTrialEarlyStoppingState() {
    // Construct request
    const request = {
      trialName,
    };

    // Run request
    const [operation] = await aiplatformClient.checkTrialEarlyStoppingState(request);
    const [response] = await operation.promise();
    console.log(response);
  }

  callCheckTrialEarlyStoppingState();

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The Trial's name.
   *  Format:
   *  `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
   */
  // const name = 'abc123'
  /**
   *  Optional. If provided, it will be used as the completed Trial's
   *  final_measurement; Otherwise, the service will auto-select a
   *  previously reported measurement as the final-measurement
   */
  // const finalMeasurement = {}
  /**
   *  Optional. True if the Trial cannot be run with the given Parameter, and
   *  final_measurement will be ignored.
   */
  // const trialInfeasible = true
  /**
   *  Optional. A human readable reason why the trial was infeasible. This should
   *  only be provided if `trial_infeasible` is true.
   */
  // const infeasibleReason = 'abc123'

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callCompleteTrial() {
    // Construct request
    const request = {
      name,
    };

    // Run request
    const response = await aiplatformClient.completeTrial(request);
    console.log(response);
  }

  callCompleteTrial();

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The resource name of the Location to create the CustomJob in.
   *  Format: `projects/{project}/locations/{location}`
   */
  // const parent = 'abc123'
  /**
   *  Required. The Study configuration used to create the Study.
   */
  // const study = {}

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callCreateStudy() {
    // Construct request
    const request = {
      parent,
      study,
    };

    // Run request
    const response = await aiplatformClient.createStudy(request);
    console.log(response);
  }

  callCreateStudy();

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The resource name of the Study to create the Trial in.
   *  Format: `projects/{project}/locations/{location}/studies/{study}`
   */
  // const parent = 'abc123'
  /**
   *  Required. The Trial to create.
   */
  // const trial = {}

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callCreateTrial() {
    // Construct request
    const request = {
      parent,
      trial,
    };

    // Run request
    const response = await aiplatformClient.createTrial(request);
    console.log(response);
  }

  callCreateTrial();

const client = longrunning.operationsClient();
await client.deleteOperation({name: ''});

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The name of the Study resource to be deleted.
   *  Format: `projects/{project}/locations/{location}/studies/{study}`
   */
  // const name = 'abc123'

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callDeleteStudy() {
    // Construct request
    const request = {
      name,
    };

    // Run request
    const response = await aiplatformClient.deleteStudy(request);
    console.log(response);
  }

  callDeleteStudy();

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The Trial's name.
   *  Format:
   *  `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
   */
  // const name = 'abc123'

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callDeleteTrial() {
    // Construct request
    const request = {
      name,
    };

    // Run request
    const response = await aiplatformClient.deleteTrial(request);
    console.log(response);
  }

  callDeleteTrial();

const [response] = await client.getLocation(request);

const client = longrunning.operationsClient();
const name = '';
const [response] = await client.getOperation({name});
// doThingsWith(response)

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The name of the Study resource.
   *  Format: `projects/{project}/locations/{location}/studies/{study}`
   */
  // const name = 'abc123'

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callGetStudy() {
    // Construct request
    const request = {
      name,
    };

    // Run request
    const response = await aiplatformClient.getStudy(request);
    console.log(response);
  }

  callGetStudy();

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The name of the Trial resource.
   *  Format:
   *  `projects/{project}/locations/{location}/studies/{study}/trials/{trial}`
   */
  // const name = 'abc123'

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callGetTrial() {
    // Construct request
    const request = {
      name,
    };

    // Run request
    const response = await aiplatformClient.getTrial(request);
    console.log(response);
  }

  callGetTrial();

const iterable = client.listLocationsAsync(request);
for await (const response of iterable) {
  // process response
}

const client = longrunning.operationsClient();
for await (const response of client.listOperationsAsync(request));
// doThingsWith(response)

  /**
   * This snippet has been automatically generated and should be regarded as a code template only.
   * It will require modifications to work.
   * It may require correct/in-range values for request initialization.
   * TODO(developer): Uncomment these variables before running the sample.
   */
  /**
   *  Required. The name of the Study that the optimal Trial belongs to.
   */
  // const parent = 'abc123'

  // Imports the Aiplatform library
  const {VizierServiceClient} = require('@google-cloud/aiplatform').v1;

  // Instantiates a client
  const aiplatformClient = new VizierServiceClient();

  async function callListOptimalTrials() {
    // Construct request
    const request = {
      parent,
    };

    // Run request
    const response = await aiplatformClient.listOptimalTrials(request);
    console.log(response);
  }

  callListOptimalTrials();