grpc1.45.2/third_party/googleapis/google/cloud/aiplatform/v1beta1/job_service.proto

// Copyright 2021 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.

syntax = "proto3";

package google.cloud.aiplatform.v1beta1;

import "google/api/annotations.proto";
import "google/api/client.proto";
import "google/api/field_behavior.proto";
import "google/api/resource.proto";
import "google/cloud/aiplatform/v1beta1/batch_prediction_job.proto";
import "google/cloud/aiplatform/v1beta1/custom_job.proto";
import "google/cloud/aiplatform/v1beta1/data_labeling_job.proto";
import "google/cloud/aiplatform/v1beta1/hyperparameter_tuning_job.proto";
import "google/cloud/aiplatform/v1beta1/model_deployment_monitoring_job.proto";
import "google/cloud/aiplatform/v1beta1/operation.proto";
import "google/longrunning/operations.proto";
import "google/protobuf/empty.proto";
import "google/protobuf/field_mask.proto";
import "google/protobuf/timestamp.proto";

option csharp_namespace = "Google.Cloud.AIPlatform.V1Beta1";
option go_package = "google.golang.org/genproto/googleapis/cloud/aiplatform/v1beta1;aiplatform";
option java_multiple_files = true;
option java_outer_classname = "JobServiceProto";
option java_package = "com.google.cloud.aiplatform.v1beta1";
option php_namespace = "Google\\Cloud\\AIPlatform\\V1beta1";
option ruby_package = "Google::Cloud::AIPlatform::V1beta1";

// A service for creating and managing Vertex AI's jobs.
service JobService {
  option (google.api.default_host) = "aiplatform.googleapis.com";
  option (google.api.oauth_scopes) = "https://www.googleapis.com/auth/cloud-platform";

  // Creates a CustomJob. A created CustomJob right away
  // will be attempted to be run.
  rpc CreateCustomJob(CreateCustomJobRequest) returns (CustomJob) {
    option (google.api.http) = {
      post: "/v1beta1/{parent=projects/*/locations/*}/customJobs"
      body: "custom_job"
    };
    option (google.api.method_signature) = "parent,custom_job";
  }

  // Gets a CustomJob.
  rpc GetCustomJob(GetCustomJobRequest) returns (CustomJob) {
    option (google.api.http) = {
      get: "/v1beta1/{name=projects/*/locations/*/customJobs/*}"
    };
    option (google.api.method_signature) = "name";
  }

  // Lists CustomJobs in a Location.
  rpc ListCustomJobs(ListCustomJobsRequest) returns (ListCustomJobsResponse) {
    option (google.api.http) = {
      get: "/v1beta1/{parent=projects/*/locations/*}/customJobs"
    };
    option (google.api.method_signature) = "parent";
  }

  // Deletes a CustomJob.
  rpc DeleteCustomJob(DeleteCustomJobRequest) returns (google.longrunning.Operation) {
    option (google.api.http) = {
      delete: "/v1beta1/{name=projects/*/locations/*/customJobs/*}"
    };
    option (google.api.method_signature) = "name";
    option (google.longrunning.operation_info) = {
      response_type: "google.protobuf.Empty"
      metadata_type: "DeleteOperationMetadata"
    };
  }

  // Cancels a CustomJob.
  // Starts asynchronous cancellation on the CustomJob. The server
  // makes a best effort to cancel the job, but success is not
  // guaranteed. Clients can use [JobService.GetCustomJob][google.cloud.aiplatform.v1beta1.JobService.GetCustomJob] or
  // other methods to check whether the cancellation succeeded or whether the
  // job completed despite cancellation. On successful cancellation,
  // the CustomJob is not deleted; instead it becomes a job with
  // a [CustomJob.error][google.cloud.aiplatform.v1beta1.CustomJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code] of 1,
  // corresponding to `Code.CANCELLED`, and [CustomJob.state][google.cloud.aiplatform.v1beta1.CustomJob.state] is set to
  // `CANCELLED`.
  rpc CancelCustomJob(CancelCustomJobRequest) returns (google.protobuf.Empty) {
    option (google.api.http) = {
      post: "/v1beta1/{name=projects/*/locations/*/customJobs/*}:cancel"
      body: "*"
    };
    option (google.api.method_signature) = "name";
  }

  // Creates a DataLabelingJob.
  rpc CreateDataLabelingJob(CreateDataLabelingJobRequest) returns (DataLabelingJob) {
    option (google.api.http) = {
      post: "/v1beta1/{parent=projects/*/locations/*}/dataLabelingJobs"
      body: "data_labeling_job"
    };
    option (google.api.method_signature) = "parent,data_labeling_job";
  }

  // Gets a DataLabelingJob.
  rpc GetDataLabelingJob(GetDataLabelingJobRequest) returns (DataLabelingJob) {
    option (google.api.http) = {
      get: "/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}"
    };
    option (google.api.method_signature) = "name";
  }

  // Lists DataLabelingJobs in a Location.
  rpc ListDataLabelingJobs(ListDataLabelingJobsRequest) returns (ListDataLabelingJobsResponse) {
    option (google.api.http) = {
      get: "/v1beta1/{parent=projects/*/locations/*}/dataLabelingJobs"
    };
    option (google.api.method_signature) = "parent";
  }

  // Deletes a DataLabelingJob.
  rpc DeleteDataLabelingJob(DeleteDataLabelingJobRequest) returns (google.longrunning.Operation) {
    option (google.api.http) = {
      delete: "/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}"
    };
    option (google.api.method_signature) = "name";
    option (google.longrunning.operation_info) = {
      response_type: "google.protobuf.Empty"
      metadata_type: "DeleteOperationMetadata"
    };
  }

  // Cancels a DataLabelingJob. Success of cancellation is not guaranteed.
  rpc CancelDataLabelingJob(CancelDataLabelingJobRequest) returns (google.protobuf.Empty) {
    option (google.api.http) = {
      post: "/v1beta1/{name=projects/*/locations/*/dataLabelingJobs/*}:cancel"
      body: "*"
    };
    option (google.api.method_signature) = "name";
  }

  // Creates a HyperparameterTuningJob
  rpc CreateHyperparameterTuningJob(CreateHyperparameterTuningJobRequest) returns (HyperparameterTuningJob) {
    option (google.api.http) = {
      post: "/v1beta1/{parent=projects/*/locations/*}/hyperparameterTuningJobs"
      body: "hyperparameter_tuning_job"
    };
    option (google.api.method_signature) = "parent,hyperparameter_tuning_job";
  }

  // Gets a HyperparameterTuningJob
  rpc GetHyperparameterTuningJob(GetHyperparameterTuningJobRequest) returns (HyperparameterTuningJob) {
    option (google.api.http) = {
      get: "/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}"
    };
    option (google.api.method_signature) = "name";
  }

  // Lists HyperparameterTuningJobs in a Location.
  rpc ListHyperparameterTuningJobs(ListHyperparameterTuningJobsRequest) returns (ListHyperparameterTuningJobsResponse) {
    option (google.api.http) = {
      get: "/v1beta1/{parent=projects/*/locations/*}/hyperparameterTuningJobs"
    };
    option (google.api.method_signature) = "parent";
  }

  // Deletes a HyperparameterTuningJob.
  rpc DeleteHyperparameterTuningJob(DeleteHyperparameterTuningJobRequest) returns (google.longrunning.Operation) {
    option (google.api.http) = {
      delete: "/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}"
    };
    option (google.api.method_signature) = "name";
    option (google.longrunning.operation_info) = {
      response_type: "google.protobuf.Empty"
      metadata_type: "DeleteOperationMetadata"
    };
  }

  // Cancels a HyperparameterTuningJob.
  // Starts asynchronous cancellation on the HyperparameterTuningJob. The server
  // makes a best effort to cancel the job, but success is not
  // guaranteed. Clients can use [JobService.GetHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.GetHyperparameterTuningJob] or
  // other methods to check whether the cancellation succeeded or whether the
  // job completed despite cancellation. On successful cancellation,
  // the HyperparameterTuningJob is not deleted; instead it becomes a job with
  // a [HyperparameterTuningJob.error][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.error] value with a [google.rpc.Status.code][google.rpc.Status.code]
  // of 1, corresponding to `Code.CANCELLED`, and
  // [HyperparameterTuningJob.state][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.state] is set to `CANCELLED`.
  rpc CancelHyperparameterTuningJob(CancelHyperparameterTuningJobRequest) returns (google.protobuf.Empty) {
    option (google.api.http) = {
      post: "/v1beta1/{name=projects/*/locations/*/hyperparameterTuningJobs/*}:cancel"
      body: "*"
    };
    option (google.api.method_signature) = "name";
  }

  // Creates a BatchPredictionJob. A BatchPredictionJob once created will
  // right away be attempted to start.
  rpc CreateBatchPredictionJob(CreateBatchPredictionJobRequest) returns (BatchPredictionJob) {
    option (google.api.http) = {
      post: "/v1beta1/{parent=projects/*/locations/*}/batchPredictionJobs"
      body: "batch_prediction_job"
    };
    option (google.api.method_signature) = "parent,batch_prediction_job";
  }

  // Gets a BatchPredictionJob
  rpc GetBatchPredictionJob(GetBatchPredictionJobRequest) returns (BatchPredictionJob) {
    option (google.api.http) = {
      get: "/v1beta1/{name=projects/*/locations/*/batchPredictionJobs/*}"
    };
    option (google.api.method_signature) = "name";
  }

  // Lists BatchPredictionJobs in a Location.
  rpc ListBatchPredictionJobs(ListBatchPredictionJobsRequest) returns (ListBatchPredictionJobsResponse) {
    option (google.api.http) = {
      get: "/v1beta1/{parent=projects/*/locations/*}/batchPredictionJobs"
    };
    option (google.api.method_signature) = "parent";
  }

  // Deletes a BatchPredictionJob. Can only be called on jobs that already
  // finished.
  rpc DeleteBatchPredictionJob(DeleteBatchPredictionJobRequest) returns (google.longrunning.Operation) {
    option (google.api.http) = {
      delete: "/v1beta1/{name=projects/*/locations/*/batchPredictionJobs/*}"
    };
    option (google.api.method_signature) = "name";
    option (google.longrunning.operation_info) = {
      response_type: "google.protobuf.Empty"
      metadata_type: "DeleteOperationMetadata"
    };
  }

  // Cancels a BatchPredictionJob.
  //
  // Starts asynchronous cancellation on the BatchPredictionJob. The server
  // makes the best effort to cancel the job, but success is not
  // guaranteed. Clients can use [JobService.GetBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.GetBatchPredictionJob] or
  // other methods to check whether the cancellation succeeded or whether the
  // job completed despite cancellation. On a successful cancellation,
  // the BatchPredictionJob is not deleted;instead its
  // [BatchPredictionJob.state][google.cloud.aiplatform.v1beta1.BatchPredictionJob.state] is set to `CANCELLED`. Any files already
  // outputted by the job are not deleted.
  rpc CancelBatchPredictionJob(CancelBatchPredictionJobRequest) returns (google.protobuf.Empty) {
    option (google.api.http) = {
      post: "/v1beta1/{name=projects/*/locations/*/batchPredictionJobs/*}:cancel"
      body: "*"
    };
    option (google.api.method_signature) = "name";
  }

  // Creates a ModelDeploymentMonitoringJob. It will run periodically on a
  // configured interval.
  rpc CreateModelDeploymentMonitoringJob(CreateModelDeploymentMonitoringJobRequest) returns (ModelDeploymentMonitoringJob) {
    option (google.api.http) = {
      post: "/v1beta1/{parent=projects/*/locations/*}/modelDeploymentMonitoringJobs"
      body: "model_deployment_monitoring_job"
    };
    option (google.api.method_signature) = "parent,model_deployment_monitoring_job";
  }

  // Searches Model Monitoring Statistics generated within a given time window.
  rpc SearchModelDeploymentMonitoringStatsAnomalies(SearchModelDeploymentMonitoringStatsAnomaliesRequest) returns (SearchModelDeploymentMonitoringStatsAnomaliesResponse) {
    option (google.api.http) = {
      post: "/v1beta1/{model_deployment_monitoring_job=projects/*/locations/*/modelDeploymentMonitoringJobs/*}:searchModelDeploymentMonitoringStatsAnomalies"
      body: "*"
    };
    option (google.api.method_signature) = "model_deployment_monitoring_job,deployed_model_id";
  }

  // Gets a ModelDeploymentMonitoringJob.
  rpc GetModelDeploymentMonitoringJob(GetModelDeploymentMonitoringJobRequest) returns (ModelDeploymentMonitoringJob) {
    option (google.api.http) = {
      get: "/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}"
    };
    option (google.api.method_signature) = "name";
  }

  // Lists ModelDeploymentMonitoringJobs in a Location.
  rpc ListModelDeploymentMonitoringJobs(ListModelDeploymentMonitoringJobsRequest) returns (ListModelDeploymentMonitoringJobsResponse) {
    option (google.api.http) = {
      get: "/v1beta1/{parent=projects/*/locations/*}/modelDeploymentMonitoringJobs"
    };
    option (google.api.method_signature) = "parent";
  }

  // Updates a ModelDeploymentMonitoringJob.
  rpc UpdateModelDeploymentMonitoringJob(UpdateModelDeploymentMonitoringJobRequest) returns (google.longrunning.Operation) {
    option (google.api.http) = {
      patch: "/v1beta1/{model_deployment_monitoring_job.name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}"
      body: "model_deployment_monitoring_job"
    };
    option (google.api.method_signature) = "model_deployment_monitoring_job,update_mask";
    option (google.longrunning.operation_info) = {
      response_type: "ModelDeploymentMonitoringJob"
      metadata_type: "UpdateModelDeploymentMonitoringJobOperationMetadata"
    };
  }

  // Deletes a ModelDeploymentMonitoringJob.
  rpc DeleteModelDeploymentMonitoringJob(DeleteModelDeploymentMonitoringJobRequest) returns (google.longrunning.Operation) {
    option (google.api.http) = {
      delete: "/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}"
    };
    option (google.api.method_signature) = "name";
    option (google.longrunning.operation_info) = {
      response_type: "google.protobuf.Empty"
      metadata_type: "DeleteOperationMetadata"
    };
  }

  // Pauses a ModelDeploymentMonitoringJob. If the job is running, the server
  // makes a best effort to cancel the job. Will mark
  // [ModelDeploymentMonitoringJob.state][google.cloud.aiplatform.v1beta1.ModelDeploymentMonitoringJob.state] to 'PAUSED'.
  rpc PauseModelDeploymentMonitoringJob(PauseModelDeploymentMonitoringJobRequest) returns (google.protobuf.Empty) {
    option (google.api.http) = {
      post: "/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}:pause"
      body: "*"
    };
    option (google.api.method_signature) = "name";
  }

  // Resumes a paused ModelDeploymentMonitoringJob. It will start to run from
  // next scheduled time. A deleted ModelDeploymentMonitoringJob can't be
  // resumed.
  rpc ResumeModelDeploymentMonitoringJob(ResumeModelDeploymentMonitoringJobRequest) returns (google.protobuf.Empty) {
    option (google.api.http) = {
      post: "/v1beta1/{name=projects/*/locations/*/modelDeploymentMonitoringJobs/*}:resume"
      body: "*"
    };
    option (google.api.method_signature) = "name";
  }
}

// Request message for [JobService.CreateCustomJob][google.cloud.aiplatform.v1beta1.JobService.CreateCustomJob].
message CreateCustomJobRequest {
  // Required. The resource name of the Location to create the CustomJob in.
  // Format: `projects/{project}/locations/{location}`
  string parent = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "locations.googleapis.com/Location"
    }
  ];

  // Required. The CustomJob to create.
  CustomJob custom_job = 2 [(google.api.field_behavior) = REQUIRED];
}

// Request message for [JobService.GetCustomJob][google.cloud.aiplatform.v1beta1.JobService.GetCustomJob].
message GetCustomJobRequest {
  // Required. The name of the CustomJob resource.
  // Format:
  // `projects/{project}/locations/{location}/customJobs/{custom_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/CustomJob"
    }
  ];
}

// Request message for [JobService.ListCustomJobs][google.cloud.aiplatform.v1beta1.JobService.ListCustomJobs].
message ListCustomJobsRequest {
  // Required. The resource name of the Location to list the CustomJobs from.
  // Format: `projects/{project}/locations/{location}`
  string parent = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "locations.googleapis.com/Location"
    }
  ];

  // The standard list filter.
  //
  // Supported fields:
  //
  //   * `display_name` supports = and !=.
  //
  //   * `state` supports = and !=.
  //
  // Some examples of using the filter are:
  //
  //  * `state="JOB_STATE_SUCCEEDED" AND display_name="my_job"`
  //
  //  * `state="JOB_STATE_RUNNING" OR display_name="my_job"`
  //
  //  * `NOT display_name="my_job"`
  //
  //  * `state="JOB_STATE_FAILED"`
  string filter = 2;

  // The standard list page size.
  int32 page_size = 3;

  // The standard list page token.
  // Typically obtained via
  // [ListCustomJobsResponse.next_page_token][google.cloud.aiplatform.v1beta1.ListCustomJobsResponse.next_page_token] of the previous
  // [JobService.ListCustomJobs][google.cloud.aiplatform.v1beta1.JobService.ListCustomJobs] call.
  string page_token = 4;

  // Mask specifying which fields to read.
  google.protobuf.FieldMask read_mask = 5;
}

// Response message for [JobService.ListCustomJobs][google.cloud.aiplatform.v1beta1.JobService.ListCustomJobs]
message ListCustomJobsResponse {
  // List of CustomJobs in the requested page.
  repeated CustomJob custom_jobs = 1;

  // A token to retrieve the next page of results.
  // Pass to [ListCustomJobsRequest.page_token][google.cloud.aiplatform.v1beta1.ListCustomJobsRequest.page_token] to obtain that page.
  string next_page_token = 2;
}

// Request message for [JobService.DeleteCustomJob][google.cloud.aiplatform.v1beta1.JobService.DeleteCustomJob].
message DeleteCustomJobRequest {
  // Required. The name of the CustomJob resource to be deleted.
  // Format:
  // `projects/{project}/locations/{location}/customJobs/{custom_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/CustomJob"
    }
  ];
}

// Request message for [JobService.CancelCustomJob][google.cloud.aiplatform.v1beta1.JobService.CancelCustomJob].
message CancelCustomJobRequest {
  // Required. The name of the CustomJob to cancel.
  // Format:
  // `projects/{project}/locations/{location}/customJobs/{custom_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/CustomJob"
    }
  ];
}

// Request message for [JobService.CreateDataLabelingJob][google.cloud.aiplatform.v1beta1.JobService.CreateDataLabelingJob].
message CreateDataLabelingJobRequest {
  // Required. The parent of the DataLabelingJob.
  // Format: `projects/{project}/locations/{location}`
  string parent = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "locations.googleapis.com/Location"
    }
  ];

  // Required. The DataLabelingJob to create.
  DataLabelingJob data_labeling_job = 2 [(google.api.field_behavior) = REQUIRED];
}

// Request message for [JobService.GetDataLabelingJob][google.cloud.aiplatform.v1beta1.JobService.GetDataLabelingJob].
message GetDataLabelingJobRequest {
  // Required. The name of the DataLabelingJob.
  // Format:
  // `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/DataLabelingJob"
    }
  ];
}

// Request message for [JobService.ListDataLabelingJobs][google.cloud.aiplatform.v1beta1.JobService.ListDataLabelingJobs].
message ListDataLabelingJobsRequest {
  // Required. The parent of the DataLabelingJob.
  // Format: `projects/{project}/locations/{location}`
  string parent = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "locations.googleapis.com/Location"
    }
  ];

  // The standard list filter.
  //
  // Supported fields:
  //
  //   * `display_name` supports = and !=.
  //
  //   * `state` supports = and !=.
  //
  // Some examples of using the filter are:
  //
  //  * `state="JOB_STATE_SUCCEEDED" AND display_name="my_job"`
  //
  //  * `state="JOB_STATE_RUNNING" OR display_name="my_job"`
  //
  //  * `NOT display_name="my_job"`
  //
  //  * `state="JOB_STATE_FAILED"`
  string filter = 2;

  // The standard list page size.
  int32 page_size = 3;

  // The standard list page token.
  string page_token = 4;

  // Mask specifying which fields to read. FieldMask represents a set of
  // symbolic field paths. For example, the mask can be `paths: "name"`. The
  // "name" here is a field in DataLabelingJob.
  // If this field is not set, all fields of the DataLabelingJob are returned.
  google.protobuf.FieldMask read_mask = 5;

  // A comma-separated list of fields to order by, sorted in ascending order by
  // default.
  // Use `desc` after a field name for descending.
  string order_by = 6;
}

// Response message for [JobService.ListDataLabelingJobs][google.cloud.aiplatform.v1beta1.JobService.ListDataLabelingJobs].
message ListDataLabelingJobsResponse {
  // A list of DataLabelingJobs that matches the specified filter in the
  // request.
  repeated DataLabelingJob data_labeling_jobs = 1;

  // The standard List next-page token.
  string next_page_token = 2;
}

// Request message for [JobService.DeleteDataLabelingJob][google.cloud.aiplatform.v1beta1.JobService.DeleteDataLabelingJob].
message DeleteDataLabelingJobRequest {
  // Required. The name of the DataLabelingJob to be deleted.
  // Format:
  // `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/DataLabelingJob"
    }
  ];
}

// Request message for [JobService.CancelDataLabelingJob][google.cloud.aiplatform.v1beta1.JobService.CancelDataLabelingJob].
message CancelDataLabelingJobRequest {
  // Required. The name of the DataLabelingJob.
  // Format:
  // `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/DataLabelingJob"
    }
  ];
}

// Request message for [JobService.CreateHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.CreateHyperparameterTuningJob].
message CreateHyperparameterTuningJobRequest {
  // Required. The resource name of the Location to create the HyperparameterTuningJob in.
  // Format: `projects/{project}/locations/{location}`
  string parent = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "locations.googleapis.com/Location"
    }
  ];

  // Required. The HyperparameterTuningJob to create.
  HyperparameterTuningJob hyperparameter_tuning_job = 2 [(google.api.field_behavior) = REQUIRED];
}

// Request message for [JobService.GetHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.GetHyperparameterTuningJob].
message GetHyperparameterTuningJobRequest {
  // Required. The name of the HyperparameterTuningJob resource.
  // Format:
  // `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/HyperparameterTuningJob"
    }
  ];
}

// Request message for [JobService.ListHyperparameterTuningJobs][google.cloud.aiplatform.v1beta1.JobService.ListHyperparameterTuningJobs].
message ListHyperparameterTuningJobsRequest {
  // Required. The resource name of the Location to list the HyperparameterTuningJobs
  // from. Format: `projects/{project}/locations/{location}`
  string parent = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "locations.googleapis.com/Location"
    }
  ];

  // The standard list filter.
  //
  // Supported fields:
  //
  //   * `display_name` supports = and !=.
  //
  //   * `state` supports = and !=.
  //
  // Some examples of using the filter are:
  //
  //  * `state="JOB_STATE_SUCCEEDED" AND display_name="my_job"`
  //
  //  * `state="JOB_STATE_RUNNING" OR display_name="my_job"`
  //
  //  * `NOT display_name="my_job"`
  //
  //  * `state="JOB_STATE_FAILED"`
  string filter = 2;

  // The standard list page size.
  int32 page_size = 3;

  // The standard list page token.
  // Typically obtained via
  // [ListHyperparameterTuningJobsResponse.next_page_token][google.cloud.aiplatform.v1beta1.ListHyperparameterTuningJobsResponse.next_page_token] of the previous
  // [JobService.ListHyperparameterTuningJobs][google.cloud.aiplatform.v1beta1.JobService.ListHyperparameterTuningJobs] call.
  string page_token = 4;

  // Mask specifying which fields to read.
  google.protobuf.FieldMask read_mask = 5;
}

// Response message for [JobService.ListHyperparameterTuningJobs][google.cloud.aiplatform.v1beta1.JobService.ListHyperparameterTuningJobs]
message ListHyperparameterTuningJobsResponse {
  // List of HyperparameterTuningJobs in the requested page.
  // [HyperparameterTuningJob.trials][google.cloud.aiplatform.v1beta1.HyperparameterTuningJob.trials] of the jobs will be not be returned.
  repeated HyperparameterTuningJob hyperparameter_tuning_jobs = 1;

  // A token to retrieve the next page of results.
  // Pass to [ListHyperparameterTuningJobsRequest.page_token][google.cloud.aiplatform.v1beta1.ListHyperparameterTuningJobsRequest.page_token] to obtain that
  // page.
  string next_page_token = 2;
}

// Request message for [JobService.DeleteHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.DeleteHyperparameterTuningJob].
message DeleteHyperparameterTuningJobRequest {
  // Required. The name of the HyperparameterTuningJob resource to be deleted.
  // Format:
  // `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/HyperparameterTuningJob"
    }
  ];
}

// Request message for [JobService.CancelHyperparameterTuningJob][google.cloud.aiplatform.v1beta1.JobService.CancelHyperparameterTuningJob].
message CancelHyperparameterTuningJobRequest {
  // Required. The name of the HyperparameterTuningJob to cancel.
  // Format:
  // `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/HyperparameterTuningJob"
    }
  ];
}

// Request message for [JobService.CreateBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.CreateBatchPredictionJob].
message CreateBatchPredictionJobRequest {
  // Required. The resource name of the Location to create the BatchPredictionJob in.
  // Format: `projects/{project}/locations/{location}`
  string parent = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "locations.googleapis.com/Location"
    }
  ];

  // Required. The BatchPredictionJob to create.
  BatchPredictionJob batch_prediction_job = 2 [(google.api.field_behavior) = REQUIRED];
}

// Request message for [JobService.GetBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.GetBatchPredictionJob].
message GetBatchPredictionJobRequest {
  // Required. The name of the BatchPredictionJob resource.
  // Format:
  // `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/BatchPredictionJob"
    }
  ];
}

// Request message for [JobService.ListBatchPredictionJobs][google.cloud.aiplatform.v1beta1.JobService.ListBatchPredictionJobs].
message ListBatchPredictionJobsRequest {
  // Required. The resource name of the Location to list the BatchPredictionJobs
  // from. Format: `projects/{project}/locations/{location}`
  string parent = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "locations.googleapis.com/Location"
    }
  ];

  // The standard list filter.
  //
  // Supported fields:
  //
  //   * `display_name` supports = and !=.
  //
  //   * `state` supports = and !=.
  //
  //   * `model_display_name` supports = and !=
  //
  // Some examples of using the filter are:
  //
  //  * `state="JOB_STATE_SUCCEEDED" AND display_name="my_job"`
  //
  //  * `state="JOB_STATE_RUNNING" OR display_name="my_job"`
  //
  //  * `NOT display_name="my_job"`
  //
  //  * `state="JOB_STATE_FAILED"`
  string filter = 2;

  // The standard list page size.
  int32 page_size = 3;

  // The standard list page token.
  // Typically obtained via
  // [ListBatchPredictionJobsResponse.next_page_token][google.cloud.aiplatform.v1beta1.ListBatchPredictionJobsResponse.next_page_token] of the previous
  // [JobService.ListBatchPredictionJobs][google.cloud.aiplatform.v1beta1.JobService.ListBatchPredictionJobs] call.
  string page_token = 4;

  // Mask specifying which fields to read.
  google.protobuf.FieldMask read_mask = 5;
}

// Response message for [JobService.ListBatchPredictionJobs][google.cloud.aiplatform.v1beta1.JobService.ListBatchPredictionJobs]
message ListBatchPredictionJobsResponse {
  // List of BatchPredictionJobs in the requested page.
  repeated BatchPredictionJob batch_prediction_jobs = 1;

  // A token to retrieve the next page of results.
  // Pass to [ListBatchPredictionJobsRequest.page_token][google.cloud.aiplatform.v1beta1.ListBatchPredictionJobsRequest.page_token] to obtain that
  // page.
  string next_page_token = 2;
}

// Request message for [JobService.DeleteBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.DeleteBatchPredictionJob].
message DeleteBatchPredictionJobRequest {
  // Required. The name of the BatchPredictionJob resource to be deleted.
  // Format:
  // `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/BatchPredictionJob"
    }
  ];
}

// Request message for [JobService.CancelBatchPredictionJob][google.cloud.aiplatform.v1beta1.JobService.CancelBatchPredictionJob].
message CancelBatchPredictionJobRequest {
  // Required. The name of the BatchPredictionJob to cancel.
  // Format:
  // `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/BatchPredictionJob"
    }
  ];
}

// Request message for
// [JobService.CreateModelDeploymentMonitoringJob][google.cloud.aiplatform.v1beta1.JobService.CreateModelDeploymentMonitoringJob].
message CreateModelDeploymentMonitoringJobRequest {
  // Required. The parent of the ModelDeploymentMonitoringJob.
  // Format: `projects/{project}/locations/{location}`
  string parent = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "locations.googleapis.com/Location"
    }
  ];

  // Required. The ModelDeploymentMonitoringJob to create
  ModelDeploymentMonitoringJob model_deployment_monitoring_job = 2 [(google.api.field_behavior) = REQUIRED];
}

// Request message for
// [JobService.SearchModelDeploymentMonitoringStatsAnomalies][google.cloud.aiplatform.v1beta1.JobService.SearchModelDeploymentMonitoringStatsAnomalies].
message SearchModelDeploymentMonitoringStatsAnomaliesRequest {
  // Stats requested for specific objective.
  message StatsAnomaliesObjective {
    ModelDeploymentMonitoringObjectiveType type = 1;

    // If set, all attribution scores between
    // [SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time][google.cloud.aiplatform.v1beta1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time] and
    // [SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time][google.cloud.aiplatform.v1beta1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time] are
    // fetched, and page token doesn't take affect in this case.
    // Only used to retrieve attribution score for the top Features which has
    // the highest attribution score in the latest monitoring run.
    int32 top_feature_count = 4;
  }

  // Required. ModelDeploymentMonitoring Job resource name.
  // Format:
  // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}
  string model_deployment_monitoring_job = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/ModelDeploymentMonitoringJob"
    }
  ];

  // Required. The DeployedModel ID of the
  // [google.cloud.aiplatform.master.ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].
  string deployed_model_id = 2 [(google.api.field_behavior) = REQUIRED];

  // The feature display name. If specified, only return the stats belonging to
  // this feature. Format:
  // [ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name][google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name],
  // example: "user_destination".
  string feature_display_name = 3;

  // Required. Objectives of the stats to retrieve.
  repeated StatsAnomaliesObjective objectives = 4 [(google.api.field_behavior) = REQUIRED];

  // The standard list page size.
  int32 page_size = 5;

  // A page token received from a previous
  // [JobService.SearchModelDeploymentMonitoringStatsAnomalies][google.cloud.aiplatform.v1beta1.JobService.SearchModelDeploymentMonitoringStatsAnomalies]
  // call.
  string page_token = 6;

  // The earliest timestamp of stats being generated.
  // If not set, indicates fetching stats till the earliest possible one.
  google.protobuf.Timestamp start_time = 7;

  // The latest timestamp of stats being generated.
  // If not set, indicates feching stats till the latest possible one.
  google.protobuf.Timestamp end_time = 8;
}

// Response message for
// [JobService.SearchModelDeploymentMonitoringStatsAnomalies][google.cloud.aiplatform.v1beta1.JobService.SearchModelDeploymentMonitoringStatsAnomalies].
message SearchModelDeploymentMonitoringStatsAnomaliesResponse {
  // Stats retrieved for requested objectives.
  // There are at most 1000
  // [ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.prediction_stats][google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.prediction_stats]
  // in the response.
  repeated ModelMonitoringStatsAnomalies monitoring_stats = 1;

  // The page token that can be used by the next
  // [JobService.SearchModelDeploymentMonitoringStatsAnomalies][google.cloud.aiplatform.v1beta1.JobService.SearchModelDeploymentMonitoringStatsAnomalies]
  // call.
  string next_page_token = 2;
}

// Request message for
// [JobService.GetModelDeploymentMonitoringJob][google.cloud.aiplatform.v1beta1.JobService.GetModelDeploymentMonitoringJob].
message GetModelDeploymentMonitoringJobRequest {
  // Required. The resource name of the ModelDeploymentMonitoringJob.
  // Format:
  // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/ModelDeploymentMonitoringJob"
    }
  ];
}

// Request message for
// [JobService.ListModelDeploymentMonitoringJobs][google.cloud.aiplatform.v1beta1.JobService.ListModelDeploymentMonitoringJobs].
message ListModelDeploymentMonitoringJobsRequest {
  // Required. The parent of the ModelDeploymentMonitoringJob.
  // Format: `projects/{project}/locations/{location}`
  string parent = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "locations.googleapis.com/Location"
    }
  ];

  // The standard list filter.
  string filter = 2;

  // The standard list page size.
  int32 page_size = 3;

  // The standard list page token.
  string page_token = 4;

  // Mask specifying which fields to read
  google.protobuf.FieldMask read_mask = 5;
}

// Response message for
// [JobService.ListModelDeploymentMonitoringJobs][google.cloud.aiplatform.v1beta1.JobService.ListModelDeploymentMonitoringJobs].
message ListModelDeploymentMonitoringJobsResponse {
  // A list of ModelDeploymentMonitoringJobs that matches the specified filter
  // in the request.
  repeated ModelDeploymentMonitoringJob model_deployment_monitoring_jobs = 1;

  // The standard List next-page token.
  string next_page_token = 2;
}

// Request message for
// [JobService.UpdateModelDeploymentMonitoringJob][google.cloud.aiplatform.v1beta1.JobService.UpdateModelDeploymentMonitoringJob].
message UpdateModelDeploymentMonitoringJobRequest {
  // Required. The model monitoring configuration which replaces the resource on the
  // server.
  ModelDeploymentMonitoringJob model_deployment_monitoring_job = 1 [(google.api.field_behavior) = REQUIRED];

  // Required. The update mask applies to the resource.
  google.protobuf.FieldMask update_mask = 2 [(google.api.field_behavior) = REQUIRED];
}

// Request message for
// [JobService.DeleteModelDeploymentMonitoringJob][google.cloud.aiplatform.v1beta1.JobService.DeleteModelDeploymentMonitoringJob].
message DeleteModelDeploymentMonitoringJobRequest {
  // Required. The resource name of the model monitoring job to delete.
  // Format:
  // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/ModelDeploymentMonitoringJob"
    }
  ];
}

// Request message for
// [JobService.PauseModelDeploymentMonitoringJob][google.cloud.aiplatform.v1beta1.JobService.PauseModelDeploymentMonitoringJob].
message PauseModelDeploymentMonitoringJobRequest {
  // Required. The resource name of the ModelDeploymentMonitoringJob to pause.
  // Format:
  // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/ModelDeploymentMonitoringJob"
    }
  ];
}

// Request message for
// [JobService.ResumeModelDeploymentMonitoringJob][google.cloud.aiplatform.v1beta1.JobService.ResumeModelDeploymentMonitoringJob].
message ResumeModelDeploymentMonitoringJobRequest {
  // Required. The resource name of the ModelDeploymentMonitoringJob to resume.
  // Format:
  // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
  string name = 1 [
    (google.api.field_behavior) = REQUIRED,
    (google.api.resource_reference) = {
      type: "aiplatform.googleapis.com/ModelDeploymentMonitoringJob"
    }
  ];
}

// Runtime operation information for
// [JobService.UpdateModelDeploymentMonitoringJob][google.cloud.aiplatform.v1beta1.JobService.UpdateModelDeploymentMonitoringJob].
message UpdateModelDeploymentMonitoringJobOperationMetadata {
  // The operation generic information.
  GenericOperationMetadata generic_metadata = 1;
}