Create experiment

Page Summary

• This code example demonstrates how to create a new experiment and experiment arms.

• It shows how to modify the draft campaign associated with the experiment arm.

• Finally, it illustrates how to schedule and begin the created experiment.

Java

// Copyright 2022 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     https://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

package com.google.ads.googleads.examples.campaignmanagement;

import static com.google.ads.googleads.examples.utils.CodeSampleHelper.getPrintableDateTime;

import com.beust.jcommander.Parameter;
import com.google.ads.googleads.examples.utils.ArgumentNames;
import com.google.ads.googleads.examples.utils.CodeSampleParams;
import com.google.ads.googleads.lib.GoogleAdsClient;
import com.google.ads.googleads.lib.utils.FieldMasks;
import com.google.ads.googleads.v24.enums.ExperimentStatusEnum.ExperimentStatus;
import com.google.ads.googleads.v24.enums.ExperimentTypeEnum.ExperimentType;
import com.google.ads.googleads.v24.enums.ResponseContentTypeEnum.ResponseContentType;
import com.google.ads.googleads.v24.errors.GoogleAdsError;
import com.google.ads.googleads.v24.errors.GoogleAdsException;
import com.google.ads.googleads.v24.resources.Campaign;
import com.google.ads.googleads.v24.resources.Experiment;
import com.google.ads.googleads.v24.resources.ExperimentArm;
import com.google.ads.googleads.v24.services.CampaignOperation;
import com.google.ads.googleads.v24.services.CampaignServiceClient;
import com.google.ads.googleads.v24.services.ExperimentArmOperation;
import com.google.ads.googleads.v24.services.ExperimentArmServiceClient;
import com.google.ads.googleads.v24.services.ExperimentOperation;
import com.google.ads.googleads.v24.services.ExperimentServiceClient;
import com.google.ads.googleads.v24.services.MutateExperimentArmResult;
import com.google.ads.googleads.v24.services.MutateExperimentArmsRequest;
import com.google.ads.googleads.v24.services.MutateExperimentArmsResponse;
import com.google.ads.googleads.v24.services.MutateExperimentsResponse;
import com.google.ads.googleads.v24.utils.ResourceNames;
import com.google.common.collect.ImmutableList;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;

/**
 * This example creates a new experiment, experiment arms, and demonstrates how to modify the draft
 * campaign as well as begin the experiment.
 */
public class CreateExperiment {

  private static class CreateExperimentParams extends CodeSampleParams {

    @Parameter(names = ArgumentNames.CUSTOMER_ID, required = true)
    private Long customerId;

    @Parameter(names = ArgumentNames.BASE_CAMPAIGN_ID, required = true)
    private Long baseCampaignId;
  }

  public static void main(String[] args) {
    CreateExperimentParams params = new CreateExperimentParams();
    if (!params.parseArguments(args)) {
      throw new IllegalArgumentException("Invalid or missing command line arguments");
    }

    GoogleAdsClient googleAdsClient = null;
    try {
      googleAdsClient = GoogleAdsClient.newBuilder().fromPropertiesFile().build();
    } catch (FileNotFoundException fnfe) {
      System.err.printf(
          "Failed to load GoogleAdsClient configuration from file. Exception: %s%n", fnfe);
      System.exit(1);
    } catch (IOException ioe) {
      System.err.printf("Failed to create GoogleAdsClient. Exception: %s%n", ioe);
      System.exit(1);
    }

    try {
      new CreateExperiment().runExample(googleAdsClient, params.customerId, params.baseCampaignId);
    } catch (GoogleAdsException gae) {
      // GoogleAdsException is the base class for most exceptions thrown by an API request.
      // Instances of this exception have a message and a GoogleAdsFailure that contains a
      // collection of GoogleAdsErrors that indicate the underlying causes of the
      // GoogleAdsException.
      System.err.printf(
          "Request ID %s failed due to GoogleAdsException. Underlying errors:%n",
          gae.getRequestId());
      int i = 0;
      for (GoogleAdsError googleAdsError : gae.getGoogleAdsFailure().getErrorsList()) {
        System.err.printf("  Error %d: %s%n", i++, googleAdsError);
      }
      System.exit(1);
    }
  }

  /**
   * Runs the example.
   *
   * @param googleAdsClient the googleAdsClient.
   * @param customerId the customer ID.
   * @param baseCampaignId the ID of the campaign on which to base the experiment.
   */
  private void runExample(GoogleAdsClient googleAdsClient, long customerId, long baseCampaignId) {
    String experiment = createExperimentResource(googleAdsClient, customerId);
    String draftCampaign =
        createExperimentArms(googleAdsClient, customerId, baseCampaignId, experiment);

    modifyDraftCampaign(googleAdsClient, customerId, draftCampaign);

    // When you're done setting up the experiment and arms and modifying the draft campaign, this
    // will begin the experiment.
    try (ExperimentServiceClient experimentServiceClient =
        googleAdsClient.getLatestVersion().createExperimentServiceClient()) {
      experimentServiceClient.scheduleExperimentAsync(experiment);
    }
  }

  /**
   * Creates a campaign experiment.
   */
  private String createExperimentResource(GoogleAdsClient googleAdsClient, long customerId) {
    ExperimentOperation operation =
        ExperimentOperation.newBuilder()
            .setCreate(
                Experiment.newBuilder()
                    // Name must be unique.
                    .setName("Example Experiment #" + getPrintableDateTime())
                    .setType(ExperimentType.SEARCH_CUSTOM)
                    .setSuffix("[experiment]")
                    .setStatus(ExperimentStatus.SETUP)
                    .build())
            .build();

    try (ExperimentServiceClient experimentServiceClient =
        googleAdsClient.getLatestVersion().createExperimentServiceClient()) {
      MutateExperimentsResponse response =
          experimentServiceClient.mutateExperiments(
              Long.toString(customerId), ImmutableList.of(operation));
      String experiment = response.getResults(0).getResourceName();
      System.out.printf("Created experiment with resource name '%s'%n", experiment);
      return experiment;
    }
  }

  /**
   * Creates control and experiment arms for the experiment.
   */
  private String createExperimentArms(
      GoogleAdsClient googleAdsClient, long customerId, long campaignId, String experiment) {
    List<ExperimentArmOperation> operations = new ArrayList<>();
    operations.add(
        ExperimentArmOperation.newBuilder()
            .setCreate(
                // The "control" arm references an already-existing campaign.
                ExperimentArm.newBuilder()
                    .setControl(true)
                    .addCampaigns(ResourceNames.campaign(customerId, campaignId))
                    .setExperiment(experiment)
                    .setName("control arm")
                    .setTrafficSplit(40)
                    .build())
            .build());
    operations.add(
        ExperimentArmOperation.newBuilder()
            .setCreate(
                // The non-"control" arm, also called a "treatment" arm, will automatically
                // generate draft campaigns that you can modify before starting the experiment.
                ExperimentArm.newBuilder()
                    .setControl(false)
                    .setExperiment(experiment)
                    .setName("experiment arm")
                    .setTrafficSplit(60)
                    .build())
            .build());

    try (ExperimentArmServiceClient experimentArmServiceClient =
        googleAdsClient.getLatestVersion().createExperimentArmServiceClient()) {
      // Constructs the mutate request.
      MutateExperimentArmsRequest mutateRequest = MutateExperimentArmsRequest.newBuilder()
          .setCustomerId(Long.toString(customerId))
          .addAllOperations(operations)
          // We want to fetch the draft campaign IDs from the treatment arm, so the easiest way to do
          // that is to have the response return the newly created entities.
          .setResponseContentType(ResponseContentType.MUTABLE_RESOURCE)
          .build();

      // Sends the mutate request.
      MutateExperimentArmsResponse response =
          experimentArmServiceClient.mutateExperimentArms(mutateRequest);

      // Results always return in the order that you specify them in the request. Since we created
      // the treatment arm last, it will be the last result.  If you don't remember which arm is the
      // treatment arm, you can always filter the query in the next section with
      // `experiment_arm.control = false`.
      MutateExperimentArmResult controlArmResult = response.getResults(0);
      MutateExperimentArmResult treatmentArmResult = response.getResults(
          response.getResultsCount() - 1);

      System.out.printf("Created control arm with resource name '%s'%n",
          controlArmResult.getResourceName());
      System.out.printf("Created treatment arm with resource name '%s'%n",
          treatmentArmResult.getResourceName());

      return treatmentArmResult.getExperimentArm().getInDesignCampaigns(0);
    }
  }

  /**
   * Modifies the draft campaign.
   */
  private void modifyDraftCampaign(
      GoogleAdsClient googleAdsClient, long customerId, String draftCampaign) {
    Campaign.Builder campaignBuilder = Campaign.newBuilder().setResourceName(draftCampaign);

    // You can change anything you like about the campaign. These are the changes you're testing by
    // doing this experiment. Here we just change the name for illustrative purposes, but generally
    // you may want to change more meaningful parts of the campaign.
    //
    // You can also change underlying resources, such as ad groups and keywords, just as you
    // would for any other campaign. When searching with the GoogleAdsService, be sure to
    // include a PARAMETERS clause with `include_drafts = true` when searching for these
    // draft entities.
    Campaign campaign =
        campaignBuilder.setName("Modified Campaign Name " + getPrintableDateTime()).build();

    CampaignOperation operation =
        CampaignOperation.newBuilder()
            .setUpdate(campaign)
            .setUpdateMask(FieldMasks.allSetFieldsOf(campaign))
            .build();

    try (CampaignServiceClient campaignServiceClient =
        googleAdsClient.getLatestVersion().createCampaignServiceClient()) {
      campaignServiceClient.mutateCampaigns(Long.toString(customerId), ImmutableList.of(operation));

      System.out.printf("Updated the name for campaign '%s'%n", draftCampaign);
    }
  }
}
CreateExperiment.java
      

C#

// Copyright 2022 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

using CommandLine;
using Google.Ads.Gax.Examples;
using Google.Ads.Gax.Util;
using Google.Ads.GoogleAds.Lib;
using Google.Ads.GoogleAds.V24.Errors;
using Google.Ads.GoogleAds.V24.Resources;
using Google.Ads.GoogleAds.V24.Services;
using System;
using System.Linq;
using static Google.Ads.GoogleAds.V24.Enums.ExperimentStatusEnum.Types;
using static Google.Ads.GoogleAds.V24.Enums.ExperimentTypeEnum.Types;
using static Google.Ads.GoogleAds.V24.Enums.ResponseContentTypeEnum.Types;

namespace Google.Ads.GoogleAds.Examples.V24
{
    /// <summary>
    /// This code example creates a new experiment, experiment arms, and demonstrates
    /// how to modify the draft campaign as well as begin the experiment.
    /// </summary>
    public class CreateExperiment : ExampleBase
    {
        /// <summary>
        /// Command line options for running the <see cref="CreateExperiment"/> example.
        /// </summary>
        public class Options : OptionsBase
        {
            /// <summary>
            /// The customer ID for which the call is made.
            /// </summary>
            [Option("customerId", Required = true, HelpText =
                "The customer ID for which the call is made.")]
            public long CustomerId { get; set; }

            /// <summary>
            /// Id of the campaign for which the control arm is created.
            /// </summary>
            [Option("baseCampaignId", Required = true, HelpText =
                "Id of the campaign for which the control arm is created.")]
            public long BaseCampaignId { get; set; }
        }

        /// <summary>
        /// Main method, to run this code example as a standalone application.
        /// </summary>
        /// <param name="args">The command line arguments.</param>
        public static void Main(string[] args)
        {
            Options options = ExampleUtilities.ParseCommandLine<Options>(args);

            CreateExperiment codeExample = new CreateExperiment();
            Console.WriteLine(codeExample.Description);
            codeExample.Run(new GoogleAdsClient(), options.CustomerId, options.BaseCampaignId);
        }

        /// <summary>
        /// Returns a description about the code example.
        /// </summary>
        public override string Description =>
            "This code example creates a new experiment, experiment arms, and demonstrates how " +
            "to modify the draft campaign as well as begin the experiment.";

        /// <summary>
        /// Runs the code example.
        /// </summary>
        /// <param name="client">The Google Ads client.</param>
        /// <param name="customerId">The customer ID for which the call is made.</param>
        /// <param name="baseCampaignId">Id of the campaign for which the control arm is created.</param>
        public void Run(GoogleAdsClient client, long customerId, long baseCampaignId)
        {
            // Get the ExperimentService.
            ExperimentServiceClient experimentService = client.GetService(
                Services.V24.ExperimentService);

            try
            {
                string experimentResourceName = CreateAnExperiment(client, customerId);
                MutateExperimentArmResult controlArm, treatmentArm;

                (controlArm, treatmentArm) = CreateExperimentArms(
                    client, customerId, baseCampaignId, experimentResourceName);

                ModifyDraftCampaign(client, customerId,
                    treatmentArm.ExperimentArm.InDesignCampaigns.First());

                // When you're done setting up the experiment and arms and modifying the draft
                // campaign, this will begin the experiment.
                experimentService.ScheduleExperiment(experimentResourceName);
            }
            catch (GoogleAdsException e)
            {
                Console.WriteLine("Failure:");
                Console.WriteLine($"Message: {e.Message}");
                Console.WriteLine($"Failure: {e.Failure}");
                Console.WriteLine($"Request ID: {e.RequestId}");
                throw;
            }
        }

        /// <summary>
        /// Creates the experiment.
        /// </summary>
        /// <param name="client">The Google Ads client.</param>
        /// <param name="customerId">The customer ID for which the call is made.</param>
        /// <returns>The resource name of the newly created experiment.</returns>
        private static string CreateAnExperiment(GoogleAdsClient client, long customerId)
        {
            // Get the ExperimentService.
            ExperimentServiceClient experimentService = client.GetService(
                Services.V24.ExperimentService);

            // Creates the experiment.
            Experiment experiment = new Experiment()
            {
                // Name must be unique.
                Name = $"Example Experiment #{ExampleUtilities.GetRandomString()}",
                Type = ExperimentType.SearchCustom,
                Suffix = "[experiment]",
                Status = ExperimentStatus.Setup
            };

            // Creates the operation.
            ExperimentOperation operation = new ExperimentOperation()
            {
                Create = experiment
            };

            // Makes the API call.
            MutateExperimentsResponse response = experimentService.MutateExperiments(
                customerId.ToString(), new[] { operation });

            // Displays the result.
            string experimentResourceName = response.Results.First().ResourceName;

            Console.WriteLine($"Created experiment with resource name " +
                $"'{experimentResourceName}'.");
            return experimentResourceName;
        }


        /// <summary>
        /// Creates the experiment arms.
        /// </summary>
        /// <param name="client">The Google Ads client.</param>
        /// <param name="customerId">The customer ID for which the call is made.</param>
        /// <param name="baseCampaignId">ID of the campaign for which the control arm is
        /// created.</param>
        /// <param name="experimentResourceName">Resource name of the experiment.</param>
        /// <returns>The control and treatment arms.</returns>
        private static (MutateExperimentArmResult, MutateExperimentArmResult)
            CreateExperimentArms(GoogleAdsClient client, long customerId, long baseCampaignId,
                string experimentResourceName)
        {
            // Get the ExperimentArmService.
            ExperimentArmServiceClient experimentService = client.GetService(
                Services.V24.ExperimentArmService);

            // Create the control arm. The control arm references an already-existing campaign.
            ExperimentArmOperation controlArmOperation = new ExperimentArmOperation()
            {
                Create = new ExperimentArm()
                {
                    Control = true,
                    Campaigns = {
                        ResourceNames.Campaign(customerId, baseCampaignId)
                    },
                    Experiment = experimentResourceName,
                    Name = "Control Arm",
                    TrafficSplit = 40
                }
            };

            // Create the non-control arm. The non-"control" arm, also called a "treatment" arm,
            // will automatically generate draft campaigns that you can modify before starting the
            // experiment.
            ExperimentArmOperation treatmentArmOperation = new ExperimentArmOperation()
            {
                Create = new ExperimentArm()
                {
                    Control = false,
                    Experiment = experimentResourceName,
                    Name = "Experiment Arm",
                    TrafficSplit = 60
                }
            };

            // We want to fetch the draft campaign IDs from the treatment arm, so the
            // easiest way to do that is to have the response return the newly created
            // entities.
            MutateExperimentArmsRequest request = new MutateExperimentArmsRequest
            {
                CustomerId = customerId.ToString(),
                Operations = { controlArmOperation, treatmentArmOperation },
                ResponseContentType = ResponseContentType.MutableResource
            };


            MutateExperimentArmsResponse response = experimentService.MutateExperimentArms(
                request
            );

            // Results always return in the order that you specify them in the request.
            // Since we created the treatment arm last, it will be the last result.
            MutateExperimentArmResult controlArm = response.Results.First();
            MutateExperimentArmResult treatmentArm = response.Results.Last();

            Console.WriteLine($"Created control arm with resource name " +
                $"'{controlArm.ResourceName}.");
            Console.WriteLine($"Created treatment arm with resource name" +
              $" '{treatmentArm.ResourceName}'.");
            return (controlArm, treatmentArm);
        }


        /// <summary>
        /// Modifies the draft campaign.
        /// </summary>
        /// <param name="client">The Google Ads client.</param>
        /// <param name="customerId">The customer ID for which the call is made.</param>
        /// <param name="draftCampaignResourceName">Resource name of the draft campaign.</param>
        private static void ModifyDraftCampaign(GoogleAdsClient client, long customerId,
            string draftCampaignResourceName)
        {
            // Get the CampaignService.
            CampaignServiceClient campaignService = client.GetService(
                Services.V24.CampaignService);

            // You can change anything you like about the campaign. These are the changes you're
            // testing by doing this experiment. Here we just change the name for illustrative
            // purposes, but generally you may want to change more meaningful parts of the campaign.
            //
            // You can also change underlying resources, such as ad groups and keywords, just as
            // you would for any other campaign. When searching with the GoogleAdsService, be sure
            // to include a PARAMETERS clause with `include_drafts = true` when searching for
            // these draft entities.
            Campaign campaign = new Campaign()
            {
                ResourceName = draftCampaignResourceName,
                Name = $"Modified Campaign Name #{ExampleUtilities.GetRandomString()}"
            };

            // Creates an operation.
            CampaignOperation operation = new CampaignOperation()
            {
                Update = campaign,
                UpdateMask = FieldMasks.AllSetFieldsOf(campaign)
            };

            // Makes the API call.
            MutateCampaignsResponse response = campaignService.MutateCampaigns(
                customerId.ToString(), new[] { operation });

            // Displays the result.
            Console.WriteLine($"Updated the name for campaign {draftCampaignResourceName}.");
        }
    }
}
CreateExperiment.cs
      

PHP

<?php

/**
 * Copyright 2022 Google LLC
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     https://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

namespace Google\Ads\GoogleAds\Examples\CampaignManagement;

require __DIR__ . '/../../vendor/autoload.php';

use GetOpt\GetOpt;
use Google\Ads\GoogleAds\Examples\Utils\ArgumentNames;
use Google\Ads\GoogleAds\Examples\Utils\ArgumentParser;
use Google\Ads\GoogleAds\Examples\Utils\Helper;
use Google\Ads\GoogleAds\Lib\OAuth2TokenBuilder;
use Google\Ads\GoogleAds\Lib\V24\GoogleAdsClient;
use Google\Ads\GoogleAds\Lib\V24\GoogleAdsClientBuilder;
use Google\Ads\GoogleAds\Lib\V24\GoogleAdsException;
use Google\Ads\GoogleAds\Util\FieldMasks;
use Google\Ads\GoogleAds\Util\V24\ResourceNames;
use Google\Ads\GoogleAds\V24\Enums\ExperimentStatusEnum\ExperimentStatus;
use Google\Ads\GoogleAds\V24\Enums\ExperimentTypeEnum\ExperimentType;
use Google\Ads\GoogleAds\V24\Enums\ResponseContentTypeEnum\ResponseContentType;
use Google\Ads\GoogleAds\V24\Errors\GoogleAdsError;
use Google\Ads\GoogleAds\V24\Resources\Campaign;
use Google\Ads\GoogleAds\V24\Resources\Experiment;
use Google\Ads\GoogleAds\V24\Resources\ExperimentArm;
use Google\Ads\GoogleAds\V24\Services\CampaignOperation;
use Google\Ads\GoogleAds\V24\Services\Client\ExperimentServiceClient;
use Google\Ads\GoogleAds\V24\Services\ExperimentArmOperation;
use Google\Ads\GoogleAds\V24\Services\ExperimentOperation;
use Google\Ads\GoogleAds\V24\Services\MutateCampaignsRequest;
use Google\Ads\GoogleAds\V24\Services\MutateExperimentArmsRequest;
use Google\Ads\GoogleAds\V24\Services\MutateExperimentsRequest;
use Google\ApiCore\ApiException;

/**
 * This example creates a new experiment, experiment arms, and demonstrates how to modify the draft
 * campaign as well as begin the experiment.
 */
class CreateExperiment
{
    private const CUSTOMER_ID = 'INSERT_CUSTOMER_ID_HERE';
    private const BASE_CAMPAIGN_ID = 'INSERT_BASE_CAMPAIGN_ID_HERE';

    public static function main()
    {
        // Either pass the required parameters for this example on the command line, or insert them
        // into the constants above.
        $options = (new ArgumentParser())->parseCommandArguments([
            ArgumentNames::CUSTOMER_ID => GetOpt::REQUIRED_ARGUMENT,
            ArgumentNames::BASE_CAMPAIGN_ID => GetOpt::REQUIRED_ARGUMENT
        ]);

        // Generate a refreshable OAuth2 credential for authentication.
        $oAuth2Credential = (new OAuth2TokenBuilder())->fromFile()->build();

        // Construct a Google Ads client configured from a properties file and the
        // OAuth2 credentials above.
        $googleAdsClient = (new GoogleAdsClientBuilder())
            ->fromFile()
            ->withOAuth2Credential($oAuth2Credential)
            ->build();

        try {
            self::runExample(
                $googleAdsClient,
                $options[ArgumentNames::CUSTOMER_ID] ?: self::CUSTOMER_ID,
                $options[ArgumentNames::BASE_CAMPAIGN_ID] ?: self::BASE_CAMPAIGN_ID
            );
        } catch (GoogleAdsException $googleAdsException) {
            printf(
                "Request with ID '%s' has failed.%sGoogle Ads failure details:%s",
                $googleAdsException->getRequestId(),
                PHP_EOL,
                PHP_EOL
            );
            foreach ($googleAdsException->getGoogleAdsFailure()->getErrors() as $error) {
                /** @var GoogleAdsError $error */
                printf(
                    "\t%s: %s%s",
                    $error->getErrorCode()->getErrorCode(),
                    $error->getMessage(),
                    PHP_EOL
                );
            }
            exit(1);
        } catch (ApiException $apiException) {
            printf(
                "ApiException was thrown with message '%s'.%s",
                $apiException->getMessage(),
                PHP_EOL
            );
            exit(1);
        }
    }

    /**
     * Runs the example.
     *
     * @param GoogleAdsClient $googleAdsClient the Google Ads API client
     * @param int $customerId the client customer ID
     * @param int $campaignId the campaign ID
     */
    public static function runExample(
        GoogleAdsClient $googleAdsClient,
        int $customerId,
        int $campaignId
    ) {
        $experimentServiceClient = $googleAdsClient->getExperimentServiceClient();

        $experimentResourceName =
            self::createExperimentResource($experimentServiceClient, $customerId);
        $draftCampaignResourceName = self::createExperimentArms(
            $googleAdsClient,
            $customerId,
            $campaignId,
            $experimentResourceName
        );
        self::modifyDraftCampaign($googleAdsClient, $customerId, $draftCampaignResourceName);

        // When you're done setting up the experiment and arms and modifying the draft campaign,
        // this will begin the experiment.
        $experimentServiceClient->scheduleExperiment($experimentResourceName);
    }

    /**
     * Creates an experiment resource.
     *
     * @param ExperimentServiceClient $experimentServiceClient the experiment service client
     * @param int $customerId the customer ID
     * @return string the created experiment's resource name
     */
    private static function createExperimentResource(
        ExperimentServiceClient $experimentServiceClient,
        int $customerId
    ): string {
        // Creates an experiment and its operation.
        $experiment = new Experiment([
            // Name must be unique.
            'name' => 'Example Experiment #' . Helper::getPrintableDatetime(),
            'type' => ExperimentType::SEARCH_CUSTOM,
            'suffix' => '[experiment]',
            'status' => ExperimentStatus::SETUP
        ]);
        $experimentOperation = new ExperimentOperation(['create' => $experiment]);

        // Issues a request to create the experiment.
        $response = $experimentServiceClient->mutateExperiments(
            MutateExperimentsRequest::build($customerId, [$experimentOperation])
        );
        $experimentResourceName = $response->getResults()[0]->getResourceName();
        print "Created experiment with resource name '$experimentResourceName'" . PHP_EOL;

        return $experimentResourceName;
    }

    /**
     * Creates experiment arms and returns the treatment arm resource name, which will be used in
     * the next step.
     *
     * @param GoogleAdsClient $googleAdsClient the Google Ads API client
     * @param int $customerId the customer ID
     * @param int $campaignId the campaign ID
     * @param string $experimentResourceName the experiment's resource name
     * @return string the treatment arm's resource name
     */
    private static function createExperimentArms(
        GoogleAdsClient $googleAdsClient,
        int $customerId,
        int $campaignId,
        string $experimentResourceName
    ): string {
        $operations = [];
        $experimentArm1 = new ExperimentArm([
            // The "control" arm references an already-existing campaign.
            'control' => true,
            'campaigns' => [ResourceNames::forCampaign($customerId, $campaignId)],
            'experiment' => $experimentResourceName,
            'name' => 'control arm',
            'traffic_split' => 40
        ]);
        $operations[] = new ExperimentArmOperation(['create' => $experimentArm1]);
        $experimentArm2 = new ExperimentArm([
            // The non-"control" arm, also called a "treatment" arm, will automatically
            // generate draft campaigns that you can modify before starting the
            // experiment.
            'control' => false,
            'experiment' => $experimentResourceName,
            'name' => 'experiment arm',
            'traffic_split' => 60
        ]);
        $operations[] = new ExperimentArmOperation(['create' => $experimentArm2]);

        // Issues a request to create the experiment arms.
        $experimentArmServiceClient = $googleAdsClient->getExperimentArmServiceClient();
        $response = $experimentArmServiceClient->mutateExperimentArms(
            MutateExperimentArmsRequest::build($customerId, $operations)
                // We want to fetch the draft campaign IDs from the treatment arm, so the easiest
                // way to do that is to have the response return the newly created entities.
                ->setResponseContentType(ResponseContentType::MUTABLE_RESOURCE)
        );
        // Results always return in the order that you specify them in the request.
        // Since we created the treatment arm last, it will be the last result.
        $controlArmResourceName = $response->getResults()[0]->getResourceName();
        $treatmentArm = $response->getResults()[count($operations) - 1];
        print "Created control arm with resource name '$controlArmResourceName'" . PHP_EOL;
        print "Created treatment arm with resource name '{$treatmentArm->getResourceName()}'"
            . PHP_EOL;

        return $treatmentArm->getExperimentArm()->getInDesignCampaigns()[0];
    }


    /**
     * Modifies the draft campaign to simulate the experiment where you're testing changing
     * attributes of the campaign.
     *
     * @param GoogleAdsClient $googleAdsClient the Google Ads API client
     * @param int $customerId the customer ID
     * @param string $draftCampaignResourceName the draft campaign's resource name
     */
    private static function modifyDraftCampaign(
        GoogleAdsClient $googleAdsClient,
        int $customerId,
        string $draftCampaignResourceName
    ): void {
        // You can change anything you like about the campaign. These are the changes you're testing
        // by doing this experiment. Here we just change the name for illustrative purposes, but
        // generally you may want to change more meaningful parts of the campaign.
        $updatedCampaign = new Campaign([
            'resource_name' => $draftCampaignResourceName,
            'name' => 'Modified Campaign Name ' . Helper::getShortPrintableDatetime()
        ]);
        $campaignOperation = new CampaignOperation();
        $campaignOperation->setUpdate($updatedCampaign);
        $campaignOperation->setUpdateMask(FieldMasks::allSetFieldsOf($updatedCampaign));

        // Issues a request to update the campaign.
        $campaignServiceClient = $googleAdsClient->getCampaignServiceClient();
        $campaignServiceClient->mutateCampaigns(
            MutateCampaignsRequest::build($customerId, [$campaignOperation])
        );

        print "Updated the name for the campaign '$draftCampaignResourceName'" . PHP_EOL;
    }
}

CreateExperiment::main();
CreateExperiment.php
      

Python

This example is not yet available in Python; you can take a look at the other languages.
    

Ruby

#!/usr/bin/env ruby
# Encoding: utf-8
#
# Copyright 2022 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
# This example creates a new experiment, experiment arms, and demonstrates
# how to modify the draft campaign as well as begin the experiment.

require 'optparse'
require 'google/ads/google_ads'

def create_experiment(customer_id, base_campaign_id)
  # GoogleAdsClient will read a config file from
  # ENV['HOME']/google_ads_config.rb when called without parameters
  client = Google::Ads::GoogleAds::GoogleAdsClient.new

  experiment = create_experiment_resource(client, customer_id)
  draft_campaign = create_experiment_arms(client, customer_id, base_campaign_id, experiment)

  modify_draft_campaign(client, customer_id, draft_campaign)

  # When you're done setting up the experiment and arms and modifying the draft
  # campaign, this will begin the experiment.
  response = client.service.experiment.schedule_experiment(
    # This is from the very first step above.
    resource_name: experiment,
  )
end

def create_experiment_resource(client, customer_id)
  operation = client.operation.create_resource.experiment do |e|
    # Name must be unique.
    e.name = "Example Experiment #{(Time.new.to_f * 1000).to_i}"
    e.type = :SEARCH_CUSTOM
    e.suffix = '[experiment]'
    e.status = :SETUP
  end

  response = client.service.experiment.mutate_experiments(
    customer_id: customer_id,
    operations: [operation],
  )

  experiment = response.results.first.resource_name
  puts "Created experiment with resource name #{experiment}."

  experiment
end

def create_experiment_arms(client, customer_id, base_campaign_id, experiment)
  operations = []
  operations << client.operation.create_resource.experiment_arm do |ea|
    # The "control" arm references an already-existing campaign.
    ea.control = true
    ea.campaigns << client.path.campaign(customer_id, base_campaign_id)
    ea.experiment = experiment
    ea.name = 'control arm'
    ea.traffic_split = 40
  end
  operations << client.operation.create_resource.experiment_arm do |ea|
    # The non-"control" arm, also called a "treatment" arm, will automatically
    # generate draft campaigns that you can modify before starting the
    # experiment.
    ea.control = false
    ea.experiment = experiment
    ea.name = 'experiment arm'
    ea.traffic_split = 60
  end

  response = client.service.experiment_arm.mutate_experiment_arms(
    customer_id: customer_id,
    operations: operations,
    # We want to fetch the draft campaign IDs from the treatment arm, so the
    # easiest way to do that is to have the response return the newly created
    # entities.
    response_content_type: :MUTABLE_RESOURCE,
  )

  # Results always return in the order that you specify them in the request.
  # Since we created the treatment arm last, it will be the last result.
  control_arm_result = response.results.first
  treatment_arm_result = response.results.last

  puts "Created control arm with resource name #{control_arm_result.resource_name}."
  puts "Created treatment arm with resource name #{treatment_arm_result.resource_name}."

  treatment_arm_result.experiment_arm.in_design_campaigns.first
end

def modify_draft_campaign(client, customer_id, draft_campaign)
  operation = client.operation.update_resource.campaign(draft_campaign) do |c|
    # In this block you can change anything you like about the campaign. These
    # are the changes you're testing by doing this experiment. Here we just
    # change the name for illustrative purposes, but generally you may want to
    # change more meaningful parts of the campaign.
    #
    # You can also change underlying resources, such as ad groups and keywords,
    # just as you would for any other campaign. When searching with the
    # GoogleAdsService, be sure to include a PARAMETERS clause with
    # `include_drafts = true` when searching for these draft entities.
    c.name = "Modified Campaign Name #{(Time.new.to_f * 1000).to_i}"
  end

  response = client.service.campaign.mutate_campaigns(
    customer_id: customer_id,
    operations: [operation],
  )

  puts "Updated the name for campaign #{draft_campaign}."
end

if __FILE__ == $0
  options = {}

  # Running the example with -h will print the command line usage.
  OptionParser.new do |opts|
    opts.banner = sprintf('Usage: %s [options]', File.basename(__FILE__))

    opts.separator ''
    opts.separator 'Options:'

    opts.on('-C', '--customer-id CUSTOMER-ID', String, 'Customer ID') do |v|
      options[:customer_id] = v
    end

    opts.on('-c', '--base-campaign-id BASE-CAMPAIGN', String, 'Base Campaign ID') do |v|
      options[:base_campaign_id] = v
    end

    opts.separator ''
    opts.separator 'Help:'

    opts.on_tail('-h', '--help', 'Show this message') do
      puts opts
      exit
    end
  end.parse!

  begin
    create_experiment(
      options.fetch(:customer_id).tr("-", ""),
      options.fetch(:base_campaign_id),
    )
  rescue Google::Ads::GoogleAds::Errors::GoogleAdsError => e
    e.failure.errors.each do |error|
      STDERR.printf("Error with message: %s\n", error.message)
      if error.location
        error.location.field_path_elements.each do |field_path_element|
          STDERR.printf("\tOn field: %s\n", field_path_element.field_name)
        end
      end
      error.error_code.to_h.each do |k, v|
        next if v == :UNSPECIFIED
        STDERR.printf("\tType: %s\n\tCode: %s\n", k, v)
      end
    end
    raise
  end
end
create_experiment.rb
      

Perl

#!/usr/bin/perl -w
#
# Copyright 2022, Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
# This example creates a new experiment, experiment arms, and demonstrates
# how to modify the draft campaign as well as begin the experiment.

use strict;
use warnings;
use utf8;

use FindBin qw($Bin);
use lib "$Bin/../../lib";
use Google::Ads::GoogleAds::Client;
use Google::Ads::GoogleAds::Utils::GoogleAdsHelper;
use Google::Ads::GoogleAds::Utils::FieldMasks;
use Google::Ads::GoogleAds::V24::Enums::ExperimentStatusEnum qw(SETUP);
use Google::Ads::GoogleAds::V24::Enums::ExperimentTypeEnum   qw(SEARCH_CUSTOM);
use Google::Ads::GoogleAds::V24::Enums::ResponseContentTypeEnum
  qw(MUTABLE_RESOURCE);
use Google::Ads::GoogleAds::V24::Resources::Campaign;
use Google::Ads::GoogleAds::V24::Resources::Experiment;
use Google::Ads::GoogleAds::V24::Resources::ExperimentArm;
use Google::Ads::GoogleAds::V24::Services::CampaignService::CampaignOperation;
use
  Google::Ads::GoogleAds::V24::Services::ExperimentService::ExperimentOperation;
use
  Google::Ads::GoogleAds::V24::Services::ExperimentArmService::ExperimentArmOperation;
use Google::Ads::GoogleAds::V24::Utils::ResourceNames;

use Getopt::Long qw(:config auto_help);
use Pod::Usage;
use Cwd          qw(abs_path);
use Data::Uniqid qw(uniqid);
use POSIX        qw(strftime);

sub create_experiment {
  my ($api_client, $customer_id, $base_campaign_id) = @_;

  my $experiment = create_experiment_resource($api_client, $customer_id);
  my $draft_campaign =
    create_experiment_arms($api_client, $customer_id, $base_campaign_id,
    $experiment);

  modify_draft_campaign($api_client, $customer_id, $draft_campaign);

  # When you're done setting up the experiment and arms and modifying the draft
  # campaign, this will begin the experiment.
  my $response = $api_client->ExperimentService()->schedule_experiment({
    # This is from the very first step above.
    resourceName => $experiment
  });

  return 1;
}

sub create_experiment_resource {
  my ($api_client, $customer_id) = @_;

  my $experiment = Google::Ads::GoogleAds::V24::Resources::Experiment->new({
    # Name must be unique.
    name   => "Example Experiment #" . uniqid(),
    type   => SEARCH_CUSTOM,
    suffix => "[experiment]",
    status => SETUP
  });

  my $operation =
    Google::Ads::GoogleAds::V24::Services::ExperimentService::ExperimentOperation
    ->new({
      create => $experiment
    });

  my $response = $api_client->ExperimentService()->mutate({
      customerId => $customer_id,
      operations => [$operation]});

  my $resource_name = $response->{results}[0]{resourceName};
  printf "Created experiment with resource name '%s'.\n", $resource_name;
  return $resource_name;
}

sub create_experiment_arms {
  my ($api_client, $customer_id, $base_campaign_id, $experiment) = @_;

  my $operations = [];
  push @$operations,
    Google::Ads::GoogleAds::V24::Services::ExperimentArmService::ExperimentArmOperation
    ->new({
      create => Google::Ads::GoogleAds::V24::Resources::ExperimentArm->new({
          # The "control" arm references an already-existing campaign.
          control   => "true",
          campaigns => [
            Google::Ads::GoogleAds::V24::Utils::ResourceNames::campaign(
              $customer_id, $base_campaign_id
            )
          ],
          experiment   => $experiment,
          name         => "control arm",
          trafficSplit => 40
        })});

  push @$operations,
    Google::Ads::GoogleAds::V24::Services::ExperimentArmService::ExperimentArmOperation
    ->new({
      create => Google::Ads::GoogleAds::V24::Resources::ExperimentArm->new({
          # The non-"control" arm, also called a "treatment" arm, will automatically
          # generate draft campaigns that you can modify before starting the
          # experiment.
          control      => "false",
          experiment   => $experiment,
          name         => "experiment arm",
          trafficSplit => 60
        })});

  my $response = $api_client->ExperimentArmService()->mutate({
    customerId => $customer_id,
    operations => $operations,
    # We want to fetch the draft campaign IDs from the treatment arm, so the
    # easiest way to do that is to have the response return the newly created
    # entities.
    responseContentType => MUTABLE_RESOURCE
  });

  # Results always return in the order that you specify them in the request.
  # Since we created the treatment arm last, it will be the last result.
  my $control_arm_result   = $response->{results}[0];
  my $treatment_arm_result = $response->{results}[1];

  printf "Created control arm with resource name '%s'.\n",
    $control_arm_result->{resourceName};
  printf "Created treatment arm with resource name '%s'.\n",
    $treatment_arm_result->{resourceName};
  return $treatment_arm_result->{experimentArm}{inDesignCampaigns}[0];
}

sub modify_draft_campaign {
  my ($api_client, $customer_id, $draft_campaign) = @_;

  # In this block you can change anything you like about the campaign. These
  # are the changes you're testing by doing this experiment. Here we just
  # change the name for illustrative purposes, but generally you may want to
  # change more meaningful parts of the campaign.
  #
  # You can also change underlying resources, such as ad groups and keywords,
  # just as you would for any other campaign. When searching with the
  # GoogleAdsService, be sure to include a PARAMETERS clause with
  # `include_drafts = true` when searching for these draft entities.
  my $updated_campaign = Google::Ads::GoogleAds::V24::Resources::Campaign->new({
      resourceName => $draft_campaign,
      name => "Modified Campaign Name " . strftime("%Y%m%d", localtime(time))});

  my $operation =
    Google::Ads::GoogleAds::V24::Services::CampaignService::CampaignOperation->
    new({
      update     => $updated_campaign,
      updateMask => all_set_fields_of($updated_campaign)});

  my $response = $api_client->CampaignService()->mutate({
      customerId => $customer_id,
      operations => [$operation]});

  printf "Updated the name for the campaign '%s'.\n", $draft_campaign;

  return 1;
}

# Don't run the example if the file is being included.
if (abs_path($0) ne abs_path(__FILE__)) {
  return 1;
}

# Get Google Ads Client, credentials will be read from ~/googleads.properties.
my $api_client = Google::Ads::GoogleAds::Client->new();

# By default examples are set to die on any server returned fault.
$api_client->set_die_on_faults(1);

my $customer_id;
my $base_campaign_id;

# Parameters passed on the command line will override any parameters set in code.
GetOptions(
  "customer_id=s"      => \$customer_id,
  "base_campaign_id=i" => \$base_campaign_id
);

# Print the help message if the parameters are not initialized in the code nor
# in the command line.
pod2usage(2) if not check_params($customer_id, $base_campaign_id);

# Call the example.
create_experiment($api_client, $customer_id =~ s/-//gr, $base_campaign_id);

=pod

=head1 NAME

create_experiment

=head1 DESCRIPTION

This example creates a new experiment, experiment arms, and demonstrates how to modify the draft
campaign as well as begin the experiment.

=head1 SYNOPSIS

create_experiment.pl [options]

    -help                            Show the help message.
    -customer_id                     The Google Ads customer ID.
    -base_campaign_id                   The base campaign ID.

=cut
create_experiment.pl
      

curl

Note: While a direct REST code sample for this step isn't provided here, you can achieve this using a manual REST request.

Refer to the Google Ads API REST interface documentation and the method-specific reference pages. You will need to construct the JSON payload based on the proto definitions.

Key Resources:

• Using REST
• REST Interface Structure
• JSON Field Mappings
• Consult the REST API Reference for the specific service and method.