1 /* 2 * Copyright 2022 Google LLC 3 * 4 * Licensed under the Apache License, Version 2.0 (the "License"); 5 * you may not use this file except in compliance with the License. 6 * You may obtain a copy of the License at 7 * 8 * https://www.apache.org/licenses/LICENSE-2.0 9 * 10 * Unless required by applicable law or agreed to in writing, software 11 * distributed under the License is distributed on an "AS IS" BASIS, 12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 * See the License for the specific language governing permissions and 14 * limitations under the License. 15 */ 16 17 package com.google.cloud.automl.v1beta1.stub; 18 19 import static com.google.cloud.automl.v1beta1.AutoMlClient.ListColumnSpecsPagedResponse; 20 import static com.google.cloud.automl.v1beta1.AutoMlClient.ListDatasetsPagedResponse; 21 import static com.google.cloud.automl.v1beta1.AutoMlClient.ListModelEvaluationsPagedResponse; 22 import static com.google.cloud.automl.v1beta1.AutoMlClient.ListModelsPagedResponse; 23 import static com.google.cloud.automl.v1beta1.AutoMlClient.ListTableSpecsPagedResponse; 24 25 import com.google.api.core.ApiFunction; 26 import com.google.api.core.ApiFuture; 27 import com.google.api.core.BetaApi; 28 import com.google.api.gax.core.GaxProperties; 29 import com.google.api.gax.core.GoogleCredentialsProvider; 30 import com.google.api.gax.core.InstantiatingExecutorProvider; 31 import com.google.api.gax.grpc.GaxGrpcProperties; 32 import com.google.api.gax.grpc.GrpcTransportChannel; 33 import com.google.api.gax.grpc.InstantiatingGrpcChannelProvider; 34 import com.google.api.gax.grpc.ProtoOperationTransformers; 35 import com.google.api.gax.httpjson.GaxHttpJsonProperties; 36 import com.google.api.gax.httpjson.HttpJsonTransportChannel; 37 import com.google.api.gax.httpjson.InstantiatingHttpJsonChannelProvider; 38 import com.google.api.gax.longrunning.OperationSnapshot; 39 import com.google.api.gax.longrunning.OperationTimedPollAlgorithm; 40 import com.google.api.gax.retrying.RetrySettings; 41 import com.google.api.gax.rpc.ApiCallContext; 42 import com.google.api.gax.rpc.ApiClientHeaderProvider; 43 import com.google.api.gax.rpc.ClientContext; 44 import com.google.api.gax.rpc.OperationCallSettings; 45 import com.google.api.gax.rpc.PageContext; 46 import com.google.api.gax.rpc.PagedCallSettings; 47 import com.google.api.gax.rpc.PagedListDescriptor; 48 import com.google.api.gax.rpc.PagedListResponseFactory; 49 import com.google.api.gax.rpc.StatusCode; 50 import com.google.api.gax.rpc.StubSettings; 51 import com.google.api.gax.rpc.TransportChannelProvider; 52 import com.google.api.gax.rpc.UnaryCallSettings; 53 import com.google.api.gax.rpc.UnaryCallable; 54 import com.google.cloud.automl.v1beta1.AnnotationSpec; 55 import com.google.cloud.automl.v1beta1.ColumnSpec; 56 import com.google.cloud.automl.v1beta1.CreateDatasetRequest; 57 import com.google.cloud.automl.v1beta1.CreateModelRequest; 58 import com.google.cloud.automl.v1beta1.Dataset; 59 import com.google.cloud.automl.v1beta1.DeleteDatasetRequest; 60 import com.google.cloud.automl.v1beta1.DeleteModelRequest; 61 import com.google.cloud.automl.v1beta1.DeployModelRequest; 62 import com.google.cloud.automl.v1beta1.ExportDataRequest; 63 import com.google.cloud.automl.v1beta1.ExportEvaluatedExamplesRequest; 64 import com.google.cloud.automl.v1beta1.ExportModelRequest; 65 import com.google.cloud.automl.v1beta1.GetAnnotationSpecRequest; 66 import com.google.cloud.automl.v1beta1.GetColumnSpecRequest; 67 import com.google.cloud.automl.v1beta1.GetDatasetRequest; 68 import com.google.cloud.automl.v1beta1.GetModelEvaluationRequest; 69 import com.google.cloud.automl.v1beta1.GetModelRequest; 70 import com.google.cloud.automl.v1beta1.GetTableSpecRequest; 71 import com.google.cloud.automl.v1beta1.ImportDataRequest; 72 import com.google.cloud.automl.v1beta1.ListColumnSpecsRequest; 73 import com.google.cloud.automl.v1beta1.ListColumnSpecsResponse; 74 import com.google.cloud.automl.v1beta1.ListDatasetsRequest; 75 import com.google.cloud.automl.v1beta1.ListDatasetsResponse; 76 import com.google.cloud.automl.v1beta1.ListModelEvaluationsRequest; 77 import com.google.cloud.automl.v1beta1.ListModelEvaluationsResponse; 78 import com.google.cloud.automl.v1beta1.ListModelsRequest; 79 import com.google.cloud.automl.v1beta1.ListModelsResponse; 80 import com.google.cloud.automl.v1beta1.ListTableSpecsRequest; 81 import com.google.cloud.automl.v1beta1.ListTableSpecsResponse; 82 import com.google.cloud.automl.v1beta1.Model; 83 import com.google.cloud.automl.v1beta1.ModelEvaluation; 84 import com.google.cloud.automl.v1beta1.OperationMetadata; 85 import com.google.cloud.automl.v1beta1.TableSpec; 86 import com.google.cloud.automl.v1beta1.UndeployModelRequest; 87 import com.google.cloud.automl.v1beta1.UpdateColumnSpecRequest; 88 import com.google.cloud.automl.v1beta1.UpdateDatasetRequest; 89 import com.google.cloud.automl.v1beta1.UpdateTableSpecRequest; 90 import com.google.common.collect.ImmutableList; 91 import com.google.common.collect.ImmutableMap; 92 import com.google.common.collect.ImmutableSet; 93 import com.google.common.collect.Lists; 94 import com.google.longrunning.Operation; 95 import com.google.protobuf.Empty; 96 import java.io.IOException; 97 import java.util.List; 98 import javax.annotation.Generated; 99 import org.threeten.bp.Duration; 100 101 // AUTO-GENERATED DOCUMENTATION AND CLASS. 102 /** 103 * Settings class to configure an instance of {@link AutoMlStub}. 104 * 105 * <p>The default instance has everything set to sensible defaults: 106 * 107 * <ul> 108 * <li>The default service address (automl.googleapis.com) and default port (443) are used. 109 * <li>Credentials are acquired automatically through Application Default Credentials. 110 * <li>Retries are configured for idempotent methods but not for non-idempotent methods. 111 * </ul> 112 * 113 * <p>The builder of this class is recursive, so contained classes are themselves builders. When 114 * build() is called, the tree of builders is called to create the complete settings object. 115 * 116 * <p>For example, to set the total timeout of createDataset to 30 seconds: 117 * 118 * <pre>{@code 119 * // This snippet has been automatically generated and should be regarded as a code template only. 120 * // It will require modifications to work: 121 * // - It may require correct/in-range values for request initialization. 122 * // - It may require specifying regional endpoints when creating the service client as shown in 123 * // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library 124 * AutoMlStubSettings.Builder autoMlSettingsBuilder = AutoMlStubSettings.newBuilder(); 125 * autoMlSettingsBuilder 126 * .createDatasetSettings() 127 * .setRetrySettings( 128 * autoMlSettingsBuilder 129 * .createDatasetSettings() 130 * .getRetrySettings() 131 * .toBuilder() 132 * .setTotalTimeout(Duration.ofSeconds(30)) 133 * .build()); 134 * AutoMlStubSettings autoMlSettings = autoMlSettingsBuilder.build(); 135 * }</pre> 136 */ 137 @BetaApi 138 @Generated("by gapic-generator-java") 139 public class AutoMlStubSettings extends StubSettings<AutoMlStubSettings> { 140 /** The default scopes of the service. */ 141 private static final ImmutableList<String> DEFAULT_SERVICE_SCOPES = 142 ImmutableList.<String>builder().add("https://www.googleapis.com/auth/cloud-platform").build(); 143 144 private final UnaryCallSettings<CreateDatasetRequest, Dataset> createDatasetSettings; 145 private final UnaryCallSettings<GetDatasetRequest, Dataset> getDatasetSettings; 146 private final PagedCallSettings< 147 ListDatasetsRequest, ListDatasetsResponse, ListDatasetsPagedResponse> 148 listDatasetsSettings; 149 private final UnaryCallSettings<UpdateDatasetRequest, Dataset> updateDatasetSettings; 150 private final UnaryCallSettings<DeleteDatasetRequest, Operation> deleteDatasetSettings; 151 private final OperationCallSettings<DeleteDatasetRequest, Empty, OperationMetadata> 152 deleteDatasetOperationSettings; 153 private final UnaryCallSettings<ImportDataRequest, Operation> importDataSettings; 154 private final OperationCallSettings<ImportDataRequest, Empty, OperationMetadata> 155 importDataOperationSettings; 156 private final UnaryCallSettings<ExportDataRequest, Operation> exportDataSettings; 157 private final OperationCallSettings<ExportDataRequest, Empty, OperationMetadata> 158 exportDataOperationSettings; 159 private final UnaryCallSettings<GetAnnotationSpecRequest, AnnotationSpec> 160 getAnnotationSpecSettings; 161 private final UnaryCallSettings<GetTableSpecRequest, TableSpec> getTableSpecSettings; 162 private final PagedCallSettings< 163 ListTableSpecsRequest, ListTableSpecsResponse, ListTableSpecsPagedResponse> 164 listTableSpecsSettings; 165 private final UnaryCallSettings<UpdateTableSpecRequest, TableSpec> updateTableSpecSettings; 166 private final UnaryCallSettings<GetColumnSpecRequest, ColumnSpec> getColumnSpecSettings; 167 private final PagedCallSettings< 168 ListColumnSpecsRequest, ListColumnSpecsResponse, ListColumnSpecsPagedResponse> 169 listColumnSpecsSettings; 170 private final UnaryCallSettings<UpdateColumnSpecRequest, ColumnSpec> updateColumnSpecSettings; 171 private final UnaryCallSettings<CreateModelRequest, Operation> createModelSettings; 172 private final OperationCallSettings<CreateModelRequest, Model, OperationMetadata> 173 createModelOperationSettings; 174 private final UnaryCallSettings<GetModelRequest, Model> getModelSettings; 175 private final PagedCallSettings<ListModelsRequest, ListModelsResponse, ListModelsPagedResponse> 176 listModelsSettings; 177 private final UnaryCallSettings<DeleteModelRequest, Operation> deleteModelSettings; 178 private final OperationCallSettings<DeleteModelRequest, Empty, OperationMetadata> 179 deleteModelOperationSettings; 180 private final UnaryCallSettings<DeployModelRequest, Operation> deployModelSettings; 181 private final OperationCallSettings<DeployModelRequest, Empty, OperationMetadata> 182 deployModelOperationSettings; 183 private final UnaryCallSettings<UndeployModelRequest, Operation> undeployModelSettings; 184 private final OperationCallSettings<UndeployModelRequest, Empty, OperationMetadata> 185 undeployModelOperationSettings; 186 private final UnaryCallSettings<ExportModelRequest, Operation> exportModelSettings; 187 private final OperationCallSettings<ExportModelRequest, Empty, OperationMetadata> 188 exportModelOperationSettings; 189 private final UnaryCallSettings<ExportEvaluatedExamplesRequest, Operation> 190 exportEvaluatedExamplesSettings; 191 private final OperationCallSettings<ExportEvaluatedExamplesRequest, Empty, OperationMetadata> 192 exportEvaluatedExamplesOperationSettings; 193 private final UnaryCallSettings<GetModelEvaluationRequest, ModelEvaluation> 194 getModelEvaluationSettings; 195 private final PagedCallSettings< 196 ListModelEvaluationsRequest, 197 ListModelEvaluationsResponse, 198 ListModelEvaluationsPagedResponse> 199 listModelEvaluationsSettings; 200 201 private static final PagedListDescriptor<ListDatasetsRequest, ListDatasetsResponse, Dataset> 202 LIST_DATASETS_PAGE_STR_DESC = 203 new PagedListDescriptor<ListDatasetsRequest, ListDatasetsResponse, Dataset>() { 204 @Override 205 public String emptyToken() { 206 return ""; 207 } 208 209 @Override 210 public ListDatasetsRequest injectToken(ListDatasetsRequest payload, String token) { 211 return ListDatasetsRequest.newBuilder(payload).setPageToken(token).build(); 212 } 213 214 @Override 215 public ListDatasetsRequest injectPageSize(ListDatasetsRequest payload, int pageSize) { 216 return ListDatasetsRequest.newBuilder(payload).setPageSize(pageSize).build(); 217 } 218 219 @Override 220 public Integer extractPageSize(ListDatasetsRequest payload) { 221 return payload.getPageSize(); 222 } 223 224 @Override 225 public String extractNextToken(ListDatasetsResponse payload) { 226 return payload.getNextPageToken(); 227 } 228 229 @Override 230 public Iterable<Dataset> extractResources(ListDatasetsResponse payload) { 231 return payload.getDatasetsList() == null 232 ? ImmutableList.<Dataset>of() 233 : payload.getDatasetsList(); 234 } 235 }; 236 237 private static final PagedListDescriptor<ListTableSpecsRequest, ListTableSpecsResponse, TableSpec> 238 LIST_TABLE_SPECS_PAGE_STR_DESC = 239 new PagedListDescriptor<ListTableSpecsRequest, ListTableSpecsResponse, TableSpec>() { 240 @Override 241 public String emptyToken() { 242 return ""; 243 } 244 245 @Override 246 public ListTableSpecsRequest injectToken(ListTableSpecsRequest payload, String token) { 247 return ListTableSpecsRequest.newBuilder(payload).setPageToken(token).build(); 248 } 249 250 @Override 251 public ListTableSpecsRequest injectPageSize( 252 ListTableSpecsRequest payload, int pageSize) { 253 return ListTableSpecsRequest.newBuilder(payload).setPageSize(pageSize).build(); 254 } 255 256 @Override 257 public Integer extractPageSize(ListTableSpecsRequest payload) { 258 return payload.getPageSize(); 259 } 260 261 @Override 262 public String extractNextToken(ListTableSpecsResponse payload) { 263 return payload.getNextPageToken(); 264 } 265 266 @Override 267 public Iterable<TableSpec> extractResources(ListTableSpecsResponse payload) { 268 return payload.getTableSpecsList() == null 269 ? ImmutableList.<TableSpec>of() 270 : payload.getTableSpecsList(); 271 } 272 }; 273 274 private static final PagedListDescriptor< 275 ListColumnSpecsRequest, ListColumnSpecsResponse, ColumnSpec> 276 LIST_COLUMN_SPECS_PAGE_STR_DESC = 277 new PagedListDescriptor<ListColumnSpecsRequest, ListColumnSpecsResponse, ColumnSpec>() { 278 @Override 279 public String emptyToken() { 280 return ""; 281 } 282 283 @Override 284 public ListColumnSpecsRequest injectToken( 285 ListColumnSpecsRequest payload, String token) { 286 return ListColumnSpecsRequest.newBuilder(payload).setPageToken(token).build(); 287 } 288 289 @Override 290 public ListColumnSpecsRequest injectPageSize( 291 ListColumnSpecsRequest payload, int pageSize) { 292 return ListColumnSpecsRequest.newBuilder(payload).setPageSize(pageSize).build(); 293 } 294 295 @Override 296 public Integer extractPageSize(ListColumnSpecsRequest payload) { 297 return payload.getPageSize(); 298 } 299 300 @Override 301 public String extractNextToken(ListColumnSpecsResponse payload) { 302 return payload.getNextPageToken(); 303 } 304 305 @Override 306 public Iterable<ColumnSpec> extractResources(ListColumnSpecsResponse payload) { 307 return payload.getColumnSpecsList() == null 308 ? ImmutableList.<ColumnSpec>of() 309 : payload.getColumnSpecsList(); 310 } 311 }; 312 313 private static final PagedListDescriptor<ListModelsRequest, ListModelsResponse, Model> 314 LIST_MODELS_PAGE_STR_DESC = 315 new PagedListDescriptor<ListModelsRequest, ListModelsResponse, Model>() { 316 @Override 317 public String emptyToken() { 318 return ""; 319 } 320 321 @Override 322 public ListModelsRequest injectToken(ListModelsRequest payload, String token) { 323 return ListModelsRequest.newBuilder(payload).setPageToken(token).build(); 324 } 325 326 @Override 327 public ListModelsRequest injectPageSize(ListModelsRequest payload, int pageSize) { 328 return ListModelsRequest.newBuilder(payload).setPageSize(pageSize).build(); 329 } 330 331 @Override 332 public Integer extractPageSize(ListModelsRequest payload) { 333 return payload.getPageSize(); 334 } 335 336 @Override 337 public String extractNextToken(ListModelsResponse payload) { 338 return payload.getNextPageToken(); 339 } 340 341 @Override 342 public Iterable<Model> extractResources(ListModelsResponse payload) { 343 return payload.getModelList() == null 344 ? ImmutableList.<Model>of() 345 : payload.getModelList(); 346 } 347 }; 348 349 private static final PagedListDescriptor< 350 ListModelEvaluationsRequest, ListModelEvaluationsResponse, ModelEvaluation> 351 LIST_MODEL_EVALUATIONS_PAGE_STR_DESC = 352 new PagedListDescriptor< 353 ListModelEvaluationsRequest, ListModelEvaluationsResponse, ModelEvaluation>() { 354 @Override 355 public String emptyToken() { 356 return ""; 357 } 358 359 @Override 360 public ListModelEvaluationsRequest injectToken( 361 ListModelEvaluationsRequest payload, String token) { 362 return ListModelEvaluationsRequest.newBuilder(payload).setPageToken(token).build(); 363 } 364 365 @Override 366 public ListModelEvaluationsRequest injectPageSize( 367 ListModelEvaluationsRequest payload, int pageSize) { 368 return ListModelEvaluationsRequest.newBuilder(payload).setPageSize(pageSize).build(); 369 } 370 371 @Override 372 public Integer extractPageSize(ListModelEvaluationsRequest payload) { 373 return payload.getPageSize(); 374 } 375 376 @Override 377 public String extractNextToken(ListModelEvaluationsResponse payload) { 378 return payload.getNextPageToken(); 379 } 380 381 @Override 382 public Iterable<ModelEvaluation> extractResources( 383 ListModelEvaluationsResponse payload) { 384 return payload.getModelEvaluationList() == null 385 ? ImmutableList.<ModelEvaluation>of() 386 : payload.getModelEvaluationList(); 387 } 388 }; 389 390 private static final PagedListResponseFactory< 391 ListDatasetsRequest, ListDatasetsResponse, ListDatasetsPagedResponse> 392 LIST_DATASETS_PAGE_STR_FACT = 393 new PagedListResponseFactory< 394 ListDatasetsRequest, ListDatasetsResponse, ListDatasetsPagedResponse>() { 395 @Override 396 public ApiFuture<ListDatasetsPagedResponse> getFuturePagedResponse( 397 UnaryCallable<ListDatasetsRequest, ListDatasetsResponse> callable, 398 ListDatasetsRequest request, 399 ApiCallContext context, 400 ApiFuture<ListDatasetsResponse> futureResponse) { 401 PageContext<ListDatasetsRequest, ListDatasetsResponse, Dataset> pageContext = 402 PageContext.create(callable, LIST_DATASETS_PAGE_STR_DESC, request, context); 403 return ListDatasetsPagedResponse.createAsync(pageContext, futureResponse); 404 } 405 }; 406 407 private static final PagedListResponseFactory< 408 ListTableSpecsRequest, ListTableSpecsResponse, ListTableSpecsPagedResponse> 409 LIST_TABLE_SPECS_PAGE_STR_FACT = 410 new PagedListResponseFactory< 411 ListTableSpecsRequest, ListTableSpecsResponse, ListTableSpecsPagedResponse>() { 412 @Override 413 public ApiFuture<ListTableSpecsPagedResponse> getFuturePagedResponse( 414 UnaryCallable<ListTableSpecsRequest, ListTableSpecsResponse> callable, 415 ListTableSpecsRequest request, 416 ApiCallContext context, 417 ApiFuture<ListTableSpecsResponse> futureResponse) { 418 PageContext<ListTableSpecsRequest, ListTableSpecsResponse, TableSpec> pageContext = 419 PageContext.create(callable, LIST_TABLE_SPECS_PAGE_STR_DESC, request, context); 420 return ListTableSpecsPagedResponse.createAsync(pageContext, futureResponse); 421 } 422 }; 423 424 private static final PagedListResponseFactory< 425 ListColumnSpecsRequest, ListColumnSpecsResponse, ListColumnSpecsPagedResponse> 426 LIST_COLUMN_SPECS_PAGE_STR_FACT = 427 new PagedListResponseFactory< 428 ListColumnSpecsRequest, ListColumnSpecsResponse, ListColumnSpecsPagedResponse>() { 429 @Override 430 public ApiFuture<ListColumnSpecsPagedResponse> getFuturePagedResponse( 431 UnaryCallable<ListColumnSpecsRequest, ListColumnSpecsResponse> callable, 432 ListColumnSpecsRequest request, 433 ApiCallContext context, 434 ApiFuture<ListColumnSpecsResponse> futureResponse) { 435 PageContext<ListColumnSpecsRequest, ListColumnSpecsResponse, ColumnSpec> pageContext = 436 PageContext.create(callable, LIST_COLUMN_SPECS_PAGE_STR_DESC, request, context); 437 return ListColumnSpecsPagedResponse.createAsync(pageContext, futureResponse); 438 } 439 }; 440 441 private static final PagedListResponseFactory< 442 ListModelsRequest, ListModelsResponse, ListModelsPagedResponse> 443 LIST_MODELS_PAGE_STR_FACT = 444 new PagedListResponseFactory< 445 ListModelsRequest, ListModelsResponse, ListModelsPagedResponse>() { 446 @Override 447 public ApiFuture<ListModelsPagedResponse> getFuturePagedResponse( 448 UnaryCallable<ListModelsRequest, ListModelsResponse> callable, 449 ListModelsRequest request, 450 ApiCallContext context, 451 ApiFuture<ListModelsResponse> futureResponse) { 452 PageContext<ListModelsRequest, ListModelsResponse, Model> pageContext = 453 PageContext.create(callable, LIST_MODELS_PAGE_STR_DESC, request, context); 454 return ListModelsPagedResponse.createAsync(pageContext, futureResponse); 455 } 456 }; 457 458 private static final PagedListResponseFactory< 459 ListModelEvaluationsRequest, 460 ListModelEvaluationsResponse, 461 ListModelEvaluationsPagedResponse> 462 LIST_MODEL_EVALUATIONS_PAGE_STR_FACT = 463 new PagedListResponseFactory< 464 ListModelEvaluationsRequest, 465 ListModelEvaluationsResponse, 466 ListModelEvaluationsPagedResponse>() { 467 @Override 468 public ApiFuture<ListModelEvaluationsPagedResponse> getFuturePagedResponse( 469 UnaryCallable<ListModelEvaluationsRequest, ListModelEvaluationsResponse> callable, 470 ListModelEvaluationsRequest request, 471 ApiCallContext context, 472 ApiFuture<ListModelEvaluationsResponse> futureResponse) { 473 PageContext< 474 ListModelEvaluationsRequest, ListModelEvaluationsResponse, ModelEvaluation> 475 pageContext = 476 PageContext.create( 477 callable, LIST_MODEL_EVALUATIONS_PAGE_STR_DESC, request, context); 478 return ListModelEvaluationsPagedResponse.createAsync(pageContext, futureResponse); 479 } 480 }; 481 482 /** Returns the object with the settings used for calls to createDataset. */ createDatasetSettings()483 public UnaryCallSettings<CreateDatasetRequest, Dataset> createDatasetSettings() { 484 return createDatasetSettings; 485 } 486 487 /** Returns the object with the settings used for calls to getDataset. */ getDatasetSettings()488 public UnaryCallSettings<GetDatasetRequest, Dataset> getDatasetSettings() { 489 return getDatasetSettings; 490 } 491 492 /** Returns the object with the settings used for calls to listDatasets. */ 493 public PagedCallSettings<ListDatasetsRequest, ListDatasetsResponse, ListDatasetsPagedResponse> listDatasetsSettings()494 listDatasetsSettings() { 495 return listDatasetsSettings; 496 } 497 498 /** Returns the object with the settings used for calls to updateDataset. */ updateDatasetSettings()499 public UnaryCallSettings<UpdateDatasetRequest, Dataset> updateDatasetSettings() { 500 return updateDatasetSettings; 501 } 502 503 /** Returns the object with the settings used for calls to deleteDataset. */ deleteDatasetSettings()504 public UnaryCallSettings<DeleteDatasetRequest, Operation> deleteDatasetSettings() { 505 return deleteDatasetSettings; 506 } 507 508 /** Returns the object with the settings used for calls to deleteDataset. */ 509 public OperationCallSettings<DeleteDatasetRequest, Empty, OperationMetadata> deleteDatasetOperationSettings()510 deleteDatasetOperationSettings() { 511 return deleteDatasetOperationSettings; 512 } 513 514 /** Returns the object with the settings used for calls to importData. */ importDataSettings()515 public UnaryCallSettings<ImportDataRequest, Operation> importDataSettings() { 516 return importDataSettings; 517 } 518 519 /** Returns the object with the settings used for calls to importData. */ 520 public OperationCallSettings<ImportDataRequest, Empty, OperationMetadata> importDataOperationSettings()521 importDataOperationSettings() { 522 return importDataOperationSettings; 523 } 524 525 /** Returns the object with the settings used for calls to exportData. */ exportDataSettings()526 public UnaryCallSettings<ExportDataRequest, Operation> exportDataSettings() { 527 return exportDataSettings; 528 } 529 530 /** Returns the object with the settings used for calls to exportData. */ 531 public OperationCallSettings<ExportDataRequest, Empty, OperationMetadata> exportDataOperationSettings()532 exportDataOperationSettings() { 533 return exportDataOperationSettings; 534 } 535 536 /** Returns the object with the settings used for calls to getAnnotationSpec. */ getAnnotationSpecSettings()537 public UnaryCallSettings<GetAnnotationSpecRequest, AnnotationSpec> getAnnotationSpecSettings() { 538 return getAnnotationSpecSettings; 539 } 540 541 /** Returns the object with the settings used for calls to getTableSpec. */ getTableSpecSettings()542 public UnaryCallSettings<GetTableSpecRequest, TableSpec> getTableSpecSettings() { 543 return getTableSpecSettings; 544 } 545 546 /** Returns the object with the settings used for calls to listTableSpecs. */ 547 public PagedCallSettings< 548 ListTableSpecsRequest, ListTableSpecsResponse, ListTableSpecsPagedResponse> listTableSpecsSettings()549 listTableSpecsSettings() { 550 return listTableSpecsSettings; 551 } 552 553 /** Returns the object with the settings used for calls to updateTableSpec. */ updateTableSpecSettings()554 public UnaryCallSettings<UpdateTableSpecRequest, TableSpec> updateTableSpecSettings() { 555 return updateTableSpecSettings; 556 } 557 558 /** Returns the object with the settings used for calls to getColumnSpec. */ getColumnSpecSettings()559 public UnaryCallSettings<GetColumnSpecRequest, ColumnSpec> getColumnSpecSettings() { 560 return getColumnSpecSettings; 561 } 562 563 /** Returns the object with the settings used for calls to listColumnSpecs. */ 564 public PagedCallSettings< 565 ListColumnSpecsRequest, ListColumnSpecsResponse, ListColumnSpecsPagedResponse> listColumnSpecsSettings()566 listColumnSpecsSettings() { 567 return listColumnSpecsSettings; 568 } 569 570 /** Returns the object with the settings used for calls to updateColumnSpec. */ updateColumnSpecSettings()571 public UnaryCallSettings<UpdateColumnSpecRequest, ColumnSpec> updateColumnSpecSettings() { 572 return updateColumnSpecSettings; 573 } 574 575 /** Returns the object with the settings used for calls to createModel. */ createModelSettings()576 public UnaryCallSettings<CreateModelRequest, Operation> createModelSettings() { 577 return createModelSettings; 578 } 579 580 /** Returns the object with the settings used for calls to createModel. */ 581 public OperationCallSettings<CreateModelRequest, Model, OperationMetadata> createModelOperationSettings()582 createModelOperationSettings() { 583 return createModelOperationSettings; 584 } 585 586 /** Returns the object with the settings used for calls to getModel. */ getModelSettings()587 public UnaryCallSettings<GetModelRequest, Model> getModelSettings() { 588 return getModelSettings; 589 } 590 591 /** Returns the object with the settings used for calls to listModels. */ 592 public PagedCallSettings<ListModelsRequest, ListModelsResponse, ListModelsPagedResponse> listModelsSettings()593 listModelsSettings() { 594 return listModelsSettings; 595 } 596 597 /** Returns the object with the settings used for calls to deleteModel. */ deleteModelSettings()598 public UnaryCallSettings<DeleteModelRequest, Operation> deleteModelSettings() { 599 return deleteModelSettings; 600 } 601 602 /** Returns the object with the settings used for calls to deleteModel. */ 603 public OperationCallSettings<DeleteModelRequest, Empty, OperationMetadata> deleteModelOperationSettings()604 deleteModelOperationSettings() { 605 return deleteModelOperationSettings; 606 } 607 608 /** Returns the object with the settings used for calls to deployModel. */ deployModelSettings()609 public UnaryCallSettings<DeployModelRequest, Operation> deployModelSettings() { 610 return deployModelSettings; 611 } 612 613 /** Returns the object with the settings used for calls to deployModel. */ 614 public OperationCallSettings<DeployModelRequest, Empty, OperationMetadata> deployModelOperationSettings()615 deployModelOperationSettings() { 616 return deployModelOperationSettings; 617 } 618 619 /** Returns the object with the settings used for calls to undeployModel. */ undeployModelSettings()620 public UnaryCallSettings<UndeployModelRequest, Operation> undeployModelSettings() { 621 return undeployModelSettings; 622 } 623 624 /** Returns the object with the settings used for calls to undeployModel. */ 625 public OperationCallSettings<UndeployModelRequest, Empty, OperationMetadata> undeployModelOperationSettings()626 undeployModelOperationSettings() { 627 return undeployModelOperationSettings; 628 } 629 630 /** Returns the object with the settings used for calls to exportModel. */ exportModelSettings()631 public UnaryCallSettings<ExportModelRequest, Operation> exportModelSettings() { 632 return exportModelSettings; 633 } 634 635 /** Returns the object with the settings used for calls to exportModel. */ 636 public OperationCallSettings<ExportModelRequest, Empty, OperationMetadata> exportModelOperationSettings()637 exportModelOperationSettings() { 638 return exportModelOperationSettings; 639 } 640 641 /** Returns the object with the settings used for calls to exportEvaluatedExamples. */ 642 public UnaryCallSettings<ExportEvaluatedExamplesRequest, Operation> exportEvaluatedExamplesSettings()643 exportEvaluatedExamplesSettings() { 644 return exportEvaluatedExamplesSettings; 645 } 646 647 /** Returns the object with the settings used for calls to exportEvaluatedExamples. */ 648 public OperationCallSettings<ExportEvaluatedExamplesRequest, Empty, OperationMetadata> exportEvaluatedExamplesOperationSettings()649 exportEvaluatedExamplesOperationSettings() { 650 return exportEvaluatedExamplesOperationSettings; 651 } 652 653 /** Returns the object with the settings used for calls to getModelEvaluation. */ 654 public UnaryCallSettings<GetModelEvaluationRequest, ModelEvaluation> getModelEvaluationSettings()655 getModelEvaluationSettings() { 656 return getModelEvaluationSettings; 657 } 658 659 /** Returns the object with the settings used for calls to listModelEvaluations. */ 660 public PagedCallSettings< 661 ListModelEvaluationsRequest, 662 ListModelEvaluationsResponse, 663 ListModelEvaluationsPagedResponse> listModelEvaluationsSettings()664 listModelEvaluationsSettings() { 665 return listModelEvaluationsSettings; 666 } 667 createStub()668 public AutoMlStub createStub() throws IOException { 669 if (getTransportChannelProvider() 670 .getTransportName() 671 .equals(GrpcTransportChannel.getGrpcTransportName())) { 672 return GrpcAutoMlStub.create(this); 673 } 674 if (getTransportChannelProvider() 675 .getTransportName() 676 .equals(HttpJsonTransportChannel.getHttpJsonTransportName())) { 677 return HttpJsonAutoMlStub.create(this); 678 } 679 throw new UnsupportedOperationException( 680 String.format( 681 "Transport not supported: %s", getTransportChannelProvider().getTransportName())); 682 } 683 684 /** Returns a builder for the default ExecutorProvider for this service. */ defaultExecutorProviderBuilder()685 public static InstantiatingExecutorProvider.Builder defaultExecutorProviderBuilder() { 686 return InstantiatingExecutorProvider.newBuilder(); 687 } 688 689 /** Returns the default service endpoint. */ getDefaultEndpoint()690 public static String getDefaultEndpoint() { 691 return "automl.googleapis.com:443"; 692 } 693 694 /** Returns the default mTLS service endpoint. */ getDefaultMtlsEndpoint()695 public static String getDefaultMtlsEndpoint() { 696 return "automl.mtls.googleapis.com:443"; 697 } 698 699 /** Returns the default service scopes. */ getDefaultServiceScopes()700 public static List<String> getDefaultServiceScopes() { 701 return DEFAULT_SERVICE_SCOPES; 702 } 703 704 /** Returns a builder for the default credentials for this service. */ defaultCredentialsProviderBuilder()705 public static GoogleCredentialsProvider.Builder defaultCredentialsProviderBuilder() { 706 return GoogleCredentialsProvider.newBuilder() 707 .setScopesToApply(DEFAULT_SERVICE_SCOPES) 708 .setUseJwtAccessWithScope(true); 709 } 710 711 /** Returns a builder for the default gRPC ChannelProvider for this service. */ defaultGrpcTransportProviderBuilder()712 public static InstantiatingGrpcChannelProvider.Builder defaultGrpcTransportProviderBuilder() { 713 return InstantiatingGrpcChannelProvider.newBuilder() 714 .setMaxInboundMessageSize(Integer.MAX_VALUE); 715 } 716 717 /** Returns a builder for the default REST ChannelProvider for this service. */ 718 @BetaApi 719 public static InstantiatingHttpJsonChannelProvider.Builder defaultHttpJsonTransportProviderBuilder()720 defaultHttpJsonTransportProviderBuilder() { 721 return InstantiatingHttpJsonChannelProvider.newBuilder(); 722 } 723 defaultTransportChannelProvider()724 public static TransportChannelProvider defaultTransportChannelProvider() { 725 return defaultGrpcTransportProviderBuilder().build(); 726 } 727 728 @BetaApi("The surface for customizing headers is not stable yet and may change in the future.") defaultGrpcApiClientHeaderProviderBuilder()729 public static ApiClientHeaderProvider.Builder defaultGrpcApiClientHeaderProviderBuilder() { 730 return ApiClientHeaderProvider.newBuilder() 731 .setGeneratedLibToken("gapic", GaxProperties.getLibraryVersion(AutoMlStubSettings.class)) 732 .setTransportToken( 733 GaxGrpcProperties.getGrpcTokenName(), GaxGrpcProperties.getGrpcVersion()); 734 } 735 736 @BetaApi("The surface for customizing headers is not stable yet and may change in the future.") defaultHttpJsonApiClientHeaderProviderBuilder()737 public static ApiClientHeaderProvider.Builder defaultHttpJsonApiClientHeaderProviderBuilder() { 738 return ApiClientHeaderProvider.newBuilder() 739 .setGeneratedLibToken("gapic", GaxProperties.getLibraryVersion(AutoMlStubSettings.class)) 740 .setTransportToken( 741 GaxHttpJsonProperties.getHttpJsonTokenName(), 742 GaxHttpJsonProperties.getHttpJsonVersion()); 743 } 744 defaultApiClientHeaderProviderBuilder()745 public static ApiClientHeaderProvider.Builder defaultApiClientHeaderProviderBuilder() { 746 return AutoMlStubSettings.defaultGrpcApiClientHeaderProviderBuilder(); 747 } 748 749 /** Returns a new gRPC builder for this class. */ newBuilder()750 public static Builder newBuilder() { 751 return Builder.createDefault(); 752 } 753 754 /** Returns a new REST builder for this class. */ newHttpJsonBuilder()755 public static Builder newHttpJsonBuilder() { 756 return Builder.createHttpJsonDefault(); 757 } 758 759 /** Returns a new builder for this class. */ newBuilder(ClientContext clientContext)760 public static Builder newBuilder(ClientContext clientContext) { 761 return new Builder(clientContext); 762 } 763 764 /** Returns a builder containing all the values of this settings class. */ toBuilder()765 public Builder toBuilder() { 766 return new Builder(this); 767 } 768 AutoMlStubSettings(Builder settingsBuilder)769 protected AutoMlStubSettings(Builder settingsBuilder) throws IOException { 770 super(settingsBuilder); 771 772 createDatasetSettings = settingsBuilder.createDatasetSettings().build(); 773 getDatasetSettings = settingsBuilder.getDatasetSettings().build(); 774 listDatasetsSettings = settingsBuilder.listDatasetsSettings().build(); 775 updateDatasetSettings = settingsBuilder.updateDatasetSettings().build(); 776 deleteDatasetSettings = settingsBuilder.deleteDatasetSettings().build(); 777 deleteDatasetOperationSettings = settingsBuilder.deleteDatasetOperationSettings().build(); 778 importDataSettings = settingsBuilder.importDataSettings().build(); 779 importDataOperationSettings = settingsBuilder.importDataOperationSettings().build(); 780 exportDataSettings = settingsBuilder.exportDataSettings().build(); 781 exportDataOperationSettings = settingsBuilder.exportDataOperationSettings().build(); 782 getAnnotationSpecSettings = settingsBuilder.getAnnotationSpecSettings().build(); 783 getTableSpecSettings = settingsBuilder.getTableSpecSettings().build(); 784 listTableSpecsSettings = settingsBuilder.listTableSpecsSettings().build(); 785 updateTableSpecSettings = settingsBuilder.updateTableSpecSettings().build(); 786 getColumnSpecSettings = settingsBuilder.getColumnSpecSettings().build(); 787 listColumnSpecsSettings = settingsBuilder.listColumnSpecsSettings().build(); 788 updateColumnSpecSettings = settingsBuilder.updateColumnSpecSettings().build(); 789 createModelSettings = settingsBuilder.createModelSettings().build(); 790 createModelOperationSettings = settingsBuilder.createModelOperationSettings().build(); 791 getModelSettings = settingsBuilder.getModelSettings().build(); 792 listModelsSettings = settingsBuilder.listModelsSettings().build(); 793 deleteModelSettings = settingsBuilder.deleteModelSettings().build(); 794 deleteModelOperationSettings = settingsBuilder.deleteModelOperationSettings().build(); 795 deployModelSettings = settingsBuilder.deployModelSettings().build(); 796 deployModelOperationSettings = settingsBuilder.deployModelOperationSettings().build(); 797 undeployModelSettings = settingsBuilder.undeployModelSettings().build(); 798 undeployModelOperationSettings = settingsBuilder.undeployModelOperationSettings().build(); 799 exportModelSettings = settingsBuilder.exportModelSettings().build(); 800 exportModelOperationSettings = settingsBuilder.exportModelOperationSettings().build(); 801 exportEvaluatedExamplesSettings = settingsBuilder.exportEvaluatedExamplesSettings().build(); 802 exportEvaluatedExamplesOperationSettings = 803 settingsBuilder.exportEvaluatedExamplesOperationSettings().build(); 804 getModelEvaluationSettings = settingsBuilder.getModelEvaluationSettings().build(); 805 listModelEvaluationsSettings = settingsBuilder.listModelEvaluationsSettings().build(); 806 } 807 808 /** Builder for AutoMlStubSettings. */ 809 public static class Builder extends StubSettings.Builder<AutoMlStubSettings, Builder> { 810 private final ImmutableList<UnaryCallSettings.Builder<?, ?>> unaryMethodSettingsBuilders; 811 private final UnaryCallSettings.Builder<CreateDatasetRequest, Dataset> createDatasetSettings; 812 private final UnaryCallSettings.Builder<GetDatasetRequest, Dataset> getDatasetSettings; 813 private final PagedCallSettings.Builder< 814 ListDatasetsRequest, ListDatasetsResponse, ListDatasetsPagedResponse> 815 listDatasetsSettings; 816 private final UnaryCallSettings.Builder<UpdateDatasetRequest, Dataset> updateDatasetSettings; 817 private final UnaryCallSettings.Builder<DeleteDatasetRequest, Operation> deleteDatasetSettings; 818 private final OperationCallSettings.Builder<DeleteDatasetRequest, Empty, OperationMetadata> 819 deleteDatasetOperationSettings; 820 private final UnaryCallSettings.Builder<ImportDataRequest, Operation> importDataSettings; 821 private final OperationCallSettings.Builder<ImportDataRequest, Empty, OperationMetadata> 822 importDataOperationSettings; 823 private final UnaryCallSettings.Builder<ExportDataRequest, Operation> exportDataSettings; 824 private final OperationCallSettings.Builder<ExportDataRequest, Empty, OperationMetadata> 825 exportDataOperationSettings; 826 private final UnaryCallSettings.Builder<GetAnnotationSpecRequest, AnnotationSpec> 827 getAnnotationSpecSettings; 828 private final UnaryCallSettings.Builder<GetTableSpecRequest, TableSpec> getTableSpecSettings; 829 private final PagedCallSettings.Builder< 830 ListTableSpecsRequest, ListTableSpecsResponse, ListTableSpecsPagedResponse> 831 listTableSpecsSettings; 832 private final UnaryCallSettings.Builder<UpdateTableSpecRequest, TableSpec> 833 updateTableSpecSettings; 834 private final UnaryCallSettings.Builder<GetColumnSpecRequest, ColumnSpec> getColumnSpecSettings; 835 private final PagedCallSettings.Builder< 836 ListColumnSpecsRequest, ListColumnSpecsResponse, ListColumnSpecsPagedResponse> 837 listColumnSpecsSettings; 838 private final UnaryCallSettings.Builder<UpdateColumnSpecRequest, ColumnSpec> 839 updateColumnSpecSettings; 840 private final UnaryCallSettings.Builder<CreateModelRequest, Operation> createModelSettings; 841 private final OperationCallSettings.Builder<CreateModelRequest, Model, OperationMetadata> 842 createModelOperationSettings; 843 private final UnaryCallSettings.Builder<GetModelRequest, Model> getModelSettings; 844 private final PagedCallSettings.Builder< 845 ListModelsRequest, ListModelsResponse, ListModelsPagedResponse> 846 listModelsSettings; 847 private final UnaryCallSettings.Builder<DeleteModelRequest, Operation> deleteModelSettings; 848 private final OperationCallSettings.Builder<DeleteModelRequest, Empty, OperationMetadata> 849 deleteModelOperationSettings; 850 private final UnaryCallSettings.Builder<DeployModelRequest, Operation> deployModelSettings; 851 private final OperationCallSettings.Builder<DeployModelRequest, Empty, OperationMetadata> 852 deployModelOperationSettings; 853 private final UnaryCallSettings.Builder<UndeployModelRequest, Operation> undeployModelSettings; 854 private final OperationCallSettings.Builder<UndeployModelRequest, Empty, OperationMetadata> 855 undeployModelOperationSettings; 856 private final UnaryCallSettings.Builder<ExportModelRequest, Operation> exportModelSettings; 857 private final OperationCallSettings.Builder<ExportModelRequest, Empty, OperationMetadata> 858 exportModelOperationSettings; 859 private final UnaryCallSettings.Builder<ExportEvaluatedExamplesRequest, Operation> 860 exportEvaluatedExamplesSettings; 861 private final OperationCallSettings.Builder< 862 ExportEvaluatedExamplesRequest, Empty, OperationMetadata> 863 exportEvaluatedExamplesOperationSettings; 864 private final UnaryCallSettings.Builder<GetModelEvaluationRequest, ModelEvaluation> 865 getModelEvaluationSettings; 866 private final PagedCallSettings.Builder< 867 ListModelEvaluationsRequest, 868 ListModelEvaluationsResponse, 869 ListModelEvaluationsPagedResponse> 870 listModelEvaluationsSettings; 871 private static final ImmutableMap<String, ImmutableSet<StatusCode.Code>> 872 RETRYABLE_CODE_DEFINITIONS; 873 874 static { 875 ImmutableMap.Builder<String, ImmutableSet<StatusCode.Code>> definitions = 876 ImmutableMap.builder(); 877 definitions.put( 878 "no_retry_1_codes", ImmutableSet.copyOf(Lists.<StatusCode.Code>newArrayList())); 879 definitions.put( 880 "retry_policy_2_codes", 881 ImmutableSet.copyOf( 882 Lists.<StatusCode.Code>newArrayList( 883 StatusCode.Code.UNAVAILABLE, StatusCode.Code.DEADLINE_EXCEEDED))); 884 RETRYABLE_CODE_DEFINITIONS = definitions.build(); 885 } 886 887 private static final ImmutableMap<String, RetrySettings> RETRY_PARAM_DEFINITIONS; 888 889 static { 890 ImmutableMap.Builder<String, RetrySettings> definitions = ImmutableMap.builder(); 891 RetrySettings settings = null; 892 settings = 893 RetrySettings.newBuilder() 894 .setInitialRpcTimeout(Duration.ofMillis(5000L)) 895 .setRpcTimeoutMultiplier(1.0) 896 .setMaxRpcTimeout(Duration.ofMillis(5000L)) 897 .setTotalTimeout(Duration.ofMillis(5000L)) 898 .build(); 899 definitions.put("no_retry_1_params", settings); 900 settings = 901 RetrySettings.newBuilder() 902 .setInitialRetryDelay(Duration.ofMillis(100L)) 903 .setRetryDelayMultiplier(1.3) 904 .setMaxRetryDelay(Duration.ofMillis(60000L)) 905 .setInitialRpcTimeout(Duration.ofMillis(5000L)) 906 .setRpcTimeoutMultiplier(1.0) 907 .setMaxRpcTimeout(Duration.ofMillis(5000L)) 908 .setTotalTimeout(Duration.ofMillis(5000L)) 909 .build(); 910 definitions.put("retry_policy_2_params", settings); 911 RETRY_PARAM_DEFINITIONS = definitions.build(); 912 } 913 Builder()914 protected Builder() { 915 this(((ClientContext) null)); 916 } 917 Builder(ClientContext clientContext)918 protected Builder(ClientContext clientContext) { 919 super(clientContext); 920 921 createDatasetSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 922 getDatasetSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 923 listDatasetsSettings = PagedCallSettings.newBuilder(LIST_DATASETS_PAGE_STR_FACT); 924 updateDatasetSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 925 deleteDatasetSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 926 deleteDatasetOperationSettings = OperationCallSettings.newBuilder(); 927 importDataSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 928 importDataOperationSettings = OperationCallSettings.newBuilder(); 929 exportDataSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 930 exportDataOperationSettings = OperationCallSettings.newBuilder(); 931 getAnnotationSpecSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 932 getTableSpecSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 933 listTableSpecsSettings = PagedCallSettings.newBuilder(LIST_TABLE_SPECS_PAGE_STR_FACT); 934 updateTableSpecSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 935 getColumnSpecSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 936 listColumnSpecsSettings = PagedCallSettings.newBuilder(LIST_COLUMN_SPECS_PAGE_STR_FACT); 937 updateColumnSpecSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 938 createModelSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 939 createModelOperationSettings = OperationCallSettings.newBuilder(); 940 getModelSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 941 listModelsSettings = PagedCallSettings.newBuilder(LIST_MODELS_PAGE_STR_FACT); 942 deleteModelSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 943 deleteModelOperationSettings = OperationCallSettings.newBuilder(); 944 deployModelSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 945 deployModelOperationSettings = OperationCallSettings.newBuilder(); 946 undeployModelSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 947 undeployModelOperationSettings = OperationCallSettings.newBuilder(); 948 exportModelSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 949 exportModelOperationSettings = OperationCallSettings.newBuilder(); 950 exportEvaluatedExamplesSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 951 exportEvaluatedExamplesOperationSettings = OperationCallSettings.newBuilder(); 952 getModelEvaluationSettings = UnaryCallSettings.newUnaryCallSettingsBuilder(); 953 listModelEvaluationsSettings = 954 PagedCallSettings.newBuilder(LIST_MODEL_EVALUATIONS_PAGE_STR_FACT); 955 956 unaryMethodSettingsBuilders = 957 ImmutableList.<UnaryCallSettings.Builder<?, ?>>of( 958 createDatasetSettings, 959 getDatasetSettings, 960 listDatasetsSettings, 961 updateDatasetSettings, 962 deleteDatasetSettings, 963 importDataSettings, 964 exportDataSettings, 965 getAnnotationSpecSettings, 966 getTableSpecSettings, 967 listTableSpecsSettings, 968 updateTableSpecSettings, 969 getColumnSpecSettings, 970 listColumnSpecsSettings, 971 updateColumnSpecSettings, 972 createModelSettings, 973 getModelSettings, 974 listModelsSettings, 975 deleteModelSettings, 976 deployModelSettings, 977 undeployModelSettings, 978 exportModelSettings, 979 exportEvaluatedExamplesSettings, 980 getModelEvaluationSettings, 981 listModelEvaluationsSettings); 982 initDefaults(this); 983 } 984 Builder(AutoMlStubSettings settings)985 protected Builder(AutoMlStubSettings settings) { 986 super(settings); 987 988 createDatasetSettings = settings.createDatasetSettings.toBuilder(); 989 getDatasetSettings = settings.getDatasetSettings.toBuilder(); 990 listDatasetsSettings = settings.listDatasetsSettings.toBuilder(); 991 updateDatasetSettings = settings.updateDatasetSettings.toBuilder(); 992 deleteDatasetSettings = settings.deleteDatasetSettings.toBuilder(); 993 deleteDatasetOperationSettings = settings.deleteDatasetOperationSettings.toBuilder(); 994 importDataSettings = settings.importDataSettings.toBuilder(); 995 importDataOperationSettings = settings.importDataOperationSettings.toBuilder(); 996 exportDataSettings = settings.exportDataSettings.toBuilder(); 997 exportDataOperationSettings = settings.exportDataOperationSettings.toBuilder(); 998 getAnnotationSpecSettings = settings.getAnnotationSpecSettings.toBuilder(); 999 getTableSpecSettings = settings.getTableSpecSettings.toBuilder(); 1000 listTableSpecsSettings = settings.listTableSpecsSettings.toBuilder(); 1001 updateTableSpecSettings = settings.updateTableSpecSettings.toBuilder(); 1002 getColumnSpecSettings = settings.getColumnSpecSettings.toBuilder(); 1003 listColumnSpecsSettings = settings.listColumnSpecsSettings.toBuilder(); 1004 updateColumnSpecSettings = settings.updateColumnSpecSettings.toBuilder(); 1005 createModelSettings = settings.createModelSettings.toBuilder(); 1006 createModelOperationSettings = settings.createModelOperationSettings.toBuilder(); 1007 getModelSettings = settings.getModelSettings.toBuilder(); 1008 listModelsSettings = settings.listModelsSettings.toBuilder(); 1009 deleteModelSettings = settings.deleteModelSettings.toBuilder(); 1010 deleteModelOperationSettings = settings.deleteModelOperationSettings.toBuilder(); 1011 deployModelSettings = settings.deployModelSettings.toBuilder(); 1012 deployModelOperationSettings = settings.deployModelOperationSettings.toBuilder(); 1013 undeployModelSettings = settings.undeployModelSettings.toBuilder(); 1014 undeployModelOperationSettings = settings.undeployModelOperationSettings.toBuilder(); 1015 exportModelSettings = settings.exportModelSettings.toBuilder(); 1016 exportModelOperationSettings = settings.exportModelOperationSettings.toBuilder(); 1017 exportEvaluatedExamplesSettings = settings.exportEvaluatedExamplesSettings.toBuilder(); 1018 exportEvaluatedExamplesOperationSettings = 1019 settings.exportEvaluatedExamplesOperationSettings.toBuilder(); 1020 getModelEvaluationSettings = settings.getModelEvaluationSettings.toBuilder(); 1021 listModelEvaluationsSettings = settings.listModelEvaluationsSettings.toBuilder(); 1022 1023 unaryMethodSettingsBuilders = 1024 ImmutableList.<UnaryCallSettings.Builder<?, ?>>of( 1025 createDatasetSettings, 1026 getDatasetSettings, 1027 listDatasetsSettings, 1028 updateDatasetSettings, 1029 deleteDatasetSettings, 1030 importDataSettings, 1031 exportDataSettings, 1032 getAnnotationSpecSettings, 1033 getTableSpecSettings, 1034 listTableSpecsSettings, 1035 updateTableSpecSettings, 1036 getColumnSpecSettings, 1037 listColumnSpecsSettings, 1038 updateColumnSpecSettings, 1039 createModelSettings, 1040 getModelSettings, 1041 listModelsSettings, 1042 deleteModelSettings, 1043 deployModelSettings, 1044 undeployModelSettings, 1045 exportModelSettings, 1046 exportEvaluatedExamplesSettings, 1047 getModelEvaluationSettings, 1048 listModelEvaluationsSettings); 1049 } 1050 createDefault()1051 private static Builder createDefault() { 1052 Builder builder = new Builder(((ClientContext) null)); 1053 1054 builder.setTransportChannelProvider(defaultTransportChannelProvider()); 1055 builder.setCredentialsProvider(defaultCredentialsProviderBuilder().build()); 1056 builder.setInternalHeaderProvider(defaultApiClientHeaderProviderBuilder().build()); 1057 builder.setEndpoint(getDefaultEndpoint()); 1058 builder.setMtlsEndpoint(getDefaultMtlsEndpoint()); 1059 builder.setSwitchToMtlsEndpointAllowed(true); 1060 1061 return initDefaults(builder); 1062 } 1063 createHttpJsonDefault()1064 private static Builder createHttpJsonDefault() { 1065 Builder builder = new Builder(((ClientContext) null)); 1066 1067 builder.setTransportChannelProvider(defaultHttpJsonTransportProviderBuilder().build()); 1068 builder.setCredentialsProvider(defaultCredentialsProviderBuilder().build()); 1069 builder.setInternalHeaderProvider(defaultHttpJsonApiClientHeaderProviderBuilder().build()); 1070 builder.setEndpoint(getDefaultEndpoint()); 1071 builder.setMtlsEndpoint(getDefaultMtlsEndpoint()); 1072 builder.setSwitchToMtlsEndpointAllowed(true); 1073 1074 return initDefaults(builder); 1075 } 1076 initDefaults(Builder builder)1077 private static Builder initDefaults(Builder builder) { 1078 builder 1079 .createDatasetSettings() 1080 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1081 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1082 1083 builder 1084 .getDatasetSettings() 1085 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1086 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1087 1088 builder 1089 .listDatasetsSettings() 1090 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1091 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1092 1093 builder 1094 .updateDatasetSettings() 1095 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1096 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1097 1098 builder 1099 .deleteDatasetSettings() 1100 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1101 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1102 1103 builder 1104 .importDataSettings() 1105 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1106 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1107 1108 builder 1109 .exportDataSettings() 1110 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1111 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1112 1113 builder 1114 .getAnnotationSpecSettings() 1115 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1116 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1117 1118 builder 1119 .getTableSpecSettings() 1120 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1121 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1122 1123 builder 1124 .listTableSpecsSettings() 1125 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1126 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1127 1128 builder 1129 .updateTableSpecSettings() 1130 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1131 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1132 1133 builder 1134 .getColumnSpecSettings() 1135 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1136 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1137 1138 builder 1139 .listColumnSpecsSettings() 1140 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1141 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1142 1143 builder 1144 .updateColumnSpecSettings() 1145 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1146 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1147 1148 builder 1149 .createModelSettings() 1150 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1151 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1152 1153 builder 1154 .getModelSettings() 1155 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1156 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1157 1158 builder 1159 .listModelsSettings() 1160 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1161 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1162 1163 builder 1164 .deleteModelSettings() 1165 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1166 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1167 1168 builder 1169 .deployModelSettings() 1170 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1171 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1172 1173 builder 1174 .undeployModelSettings() 1175 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1176 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1177 1178 builder 1179 .exportModelSettings() 1180 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1181 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1182 1183 builder 1184 .exportEvaluatedExamplesSettings() 1185 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1186 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1187 1188 builder 1189 .getModelEvaluationSettings() 1190 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1191 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")); 1192 1193 builder 1194 .listModelEvaluationsSettings() 1195 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1196 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")); 1197 1198 builder 1199 .deleteDatasetOperationSettings() 1200 .setInitialCallSettings( 1201 UnaryCallSettings 1202 .<DeleteDatasetRequest, OperationSnapshot>newUnaryCallSettingsBuilder() 1203 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1204 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")) 1205 .build()) 1206 .setResponseTransformer( 1207 ProtoOperationTransformers.ResponseTransformer.create(Empty.class)) 1208 .setMetadataTransformer( 1209 ProtoOperationTransformers.MetadataTransformer.create(OperationMetadata.class)) 1210 .setPollingAlgorithm( 1211 OperationTimedPollAlgorithm.create( 1212 RetrySettings.newBuilder() 1213 .setInitialRetryDelay(Duration.ofMillis(5000L)) 1214 .setRetryDelayMultiplier(1.5) 1215 .setMaxRetryDelay(Duration.ofMillis(45000L)) 1216 .setInitialRpcTimeout(Duration.ZERO) 1217 .setRpcTimeoutMultiplier(1.0) 1218 .setMaxRpcTimeout(Duration.ZERO) 1219 .setTotalTimeout(Duration.ofMillis(300000L)) 1220 .build())); 1221 1222 builder 1223 .importDataOperationSettings() 1224 .setInitialCallSettings( 1225 UnaryCallSettings.<ImportDataRequest, OperationSnapshot>newUnaryCallSettingsBuilder() 1226 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1227 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")) 1228 .build()) 1229 .setResponseTransformer( 1230 ProtoOperationTransformers.ResponseTransformer.create(Empty.class)) 1231 .setMetadataTransformer( 1232 ProtoOperationTransformers.MetadataTransformer.create(OperationMetadata.class)) 1233 .setPollingAlgorithm( 1234 OperationTimedPollAlgorithm.create( 1235 RetrySettings.newBuilder() 1236 .setInitialRetryDelay(Duration.ofMillis(5000L)) 1237 .setRetryDelayMultiplier(1.5) 1238 .setMaxRetryDelay(Duration.ofMillis(45000L)) 1239 .setInitialRpcTimeout(Duration.ZERO) 1240 .setRpcTimeoutMultiplier(1.0) 1241 .setMaxRpcTimeout(Duration.ZERO) 1242 .setTotalTimeout(Duration.ofMillis(300000L)) 1243 .build())); 1244 1245 builder 1246 .exportDataOperationSettings() 1247 .setInitialCallSettings( 1248 UnaryCallSettings.<ExportDataRequest, OperationSnapshot>newUnaryCallSettingsBuilder() 1249 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1250 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")) 1251 .build()) 1252 .setResponseTransformer( 1253 ProtoOperationTransformers.ResponseTransformer.create(Empty.class)) 1254 .setMetadataTransformer( 1255 ProtoOperationTransformers.MetadataTransformer.create(OperationMetadata.class)) 1256 .setPollingAlgorithm( 1257 OperationTimedPollAlgorithm.create( 1258 RetrySettings.newBuilder() 1259 .setInitialRetryDelay(Duration.ofMillis(5000L)) 1260 .setRetryDelayMultiplier(1.5) 1261 .setMaxRetryDelay(Duration.ofMillis(45000L)) 1262 .setInitialRpcTimeout(Duration.ZERO) 1263 .setRpcTimeoutMultiplier(1.0) 1264 .setMaxRpcTimeout(Duration.ZERO) 1265 .setTotalTimeout(Duration.ofMillis(300000L)) 1266 .build())); 1267 1268 builder 1269 .createModelOperationSettings() 1270 .setInitialCallSettings( 1271 UnaryCallSettings.<CreateModelRequest, OperationSnapshot>newUnaryCallSettingsBuilder() 1272 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1273 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")) 1274 .build()) 1275 .setResponseTransformer( 1276 ProtoOperationTransformers.ResponseTransformer.create(Model.class)) 1277 .setMetadataTransformer( 1278 ProtoOperationTransformers.MetadataTransformer.create(OperationMetadata.class)) 1279 .setPollingAlgorithm( 1280 OperationTimedPollAlgorithm.create( 1281 RetrySettings.newBuilder() 1282 .setInitialRetryDelay(Duration.ofMillis(5000L)) 1283 .setRetryDelayMultiplier(1.5) 1284 .setMaxRetryDelay(Duration.ofMillis(45000L)) 1285 .setInitialRpcTimeout(Duration.ZERO) 1286 .setRpcTimeoutMultiplier(1.0) 1287 .setMaxRpcTimeout(Duration.ZERO) 1288 .setTotalTimeout(Duration.ofMillis(300000L)) 1289 .build())); 1290 1291 builder 1292 .deleteModelOperationSettings() 1293 .setInitialCallSettings( 1294 UnaryCallSettings.<DeleteModelRequest, OperationSnapshot>newUnaryCallSettingsBuilder() 1295 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("retry_policy_2_codes")) 1296 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("retry_policy_2_params")) 1297 .build()) 1298 .setResponseTransformer( 1299 ProtoOperationTransformers.ResponseTransformer.create(Empty.class)) 1300 .setMetadataTransformer( 1301 ProtoOperationTransformers.MetadataTransformer.create(OperationMetadata.class)) 1302 .setPollingAlgorithm( 1303 OperationTimedPollAlgorithm.create( 1304 RetrySettings.newBuilder() 1305 .setInitialRetryDelay(Duration.ofMillis(5000L)) 1306 .setRetryDelayMultiplier(1.5) 1307 .setMaxRetryDelay(Duration.ofMillis(45000L)) 1308 .setInitialRpcTimeout(Duration.ZERO) 1309 .setRpcTimeoutMultiplier(1.0) 1310 .setMaxRpcTimeout(Duration.ZERO) 1311 .setTotalTimeout(Duration.ofMillis(300000L)) 1312 .build())); 1313 1314 builder 1315 .deployModelOperationSettings() 1316 .setInitialCallSettings( 1317 UnaryCallSettings.<DeployModelRequest, OperationSnapshot>newUnaryCallSettingsBuilder() 1318 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1319 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")) 1320 .build()) 1321 .setResponseTransformer( 1322 ProtoOperationTransformers.ResponseTransformer.create(Empty.class)) 1323 .setMetadataTransformer( 1324 ProtoOperationTransformers.MetadataTransformer.create(OperationMetadata.class)) 1325 .setPollingAlgorithm( 1326 OperationTimedPollAlgorithm.create( 1327 RetrySettings.newBuilder() 1328 .setInitialRetryDelay(Duration.ofMillis(5000L)) 1329 .setRetryDelayMultiplier(1.5) 1330 .setMaxRetryDelay(Duration.ofMillis(45000L)) 1331 .setInitialRpcTimeout(Duration.ZERO) 1332 .setRpcTimeoutMultiplier(1.0) 1333 .setMaxRpcTimeout(Duration.ZERO) 1334 .setTotalTimeout(Duration.ofMillis(300000L)) 1335 .build())); 1336 1337 builder 1338 .undeployModelOperationSettings() 1339 .setInitialCallSettings( 1340 UnaryCallSettings 1341 .<UndeployModelRequest, OperationSnapshot>newUnaryCallSettingsBuilder() 1342 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1343 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")) 1344 .build()) 1345 .setResponseTransformer( 1346 ProtoOperationTransformers.ResponseTransformer.create(Empty.class)) 1347 .setMetadataTransformer( 1348 ProtoOperationTransformers.MetadataTransformer.create(OperationMetadata.class)) 1349 .setPollingAlgorithm( 1350 OperationTimedPollAlgorithm.create( 1351 RetrySettings.newBuilder() 1352 .setInitialRetryDelay(Duration.ofMillis(5000L)) 1353 .setRetryDelayMultiplier(1.5) 1354 .setMaxRetryDelay(Duration.ofMillis(45000L)) 1355 .setInitialRpcTimeout(Duration.ZERO) 1356 .setRpcTimeoutMultiplier(1.0) 1357 .setMaxRpcTimeout(Duration.ZERO) 1358 .setTotalTimeout(Duration.ofMillis(300000L)) 1359 .build())); 1360 1361 builder 1362 .exportModelOperationSettings() 1363 .setInitialCallSettings( 1364 UnaryCallSettings.<ExportModelRequest, OperationSnapshot>newUnaryCallSettingsBuilder() 1365 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1366 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")) 1367 .build()) 1368 .setResponseTransformer( 1369 ProtoOperationTransformers.ResponseTransformer.create(Empty.class)) 1370 .setMetadataTransformer( 1371 ProtoOperationTransformers.MetadataTransformer.create(OperationMetadata.class)) 1372 .setPollingAlgorithm( 1373 OperationTimedPollAlgorithm.create( 1374 RetrySettings.newBuilder() 1375 .setInitialRetryDelay(Duration.ofMillis(5000L)) 1376 .setRetryDelayMultiplier(1.5) 1377 .setMaxRetryDelay(Duration.ofMillis(45000L)) 1378 .setInitialRpcTimeout(Duration.ZERO) 1379 .setRpcTimeoutMultiplier(1.0) 1380 .setMaxRpcTimeout(Duration.ZERO) 1381 .setTotalTimeout(Duration.ofMillis(300000L)) 1382 .build())); 1383 1384 builder 1385 .exportEvaluatedExamplesOperationSettings() 1386 .setInitialCallSettings( 1387 UnaryCallSettings 1388 .<ExportEvaluatedExamplesRequest, OperationSnapshot>newUnaryCallSettingsBuilder() 1389 .setRetryableCodes(RETRYABLE_CODE_DEFINITIONS.get("no_retry_1_codes")) 1390 .setRetrySettings(RETRY_PARAM_DEFINITIONS.get("no_retry_1_params")) 1391 .build()) 1392 .setResponseTransformer( 1393 ProtoOperationTransformers.ResponseTransformer.create(Empty.class)) 1394 .setMetadataTransformer( 1395 ProtoOperationTransformers.MetadataTransformer.create(OperationMetadata.class)) 1396 .setPollingAlgorithm( 1397 OperationTimedPollAlgorithm.create( 1398 RetrySettings.newBuilder() 1399 .setInitialRetryDelay(Duration.ofMillis(5000L)) 1400 .setRetryDelayMultiplier(1.5) 1401 .setMaxRetryDelay(Duration.ofMillis(45000L)) 1402 .setInitialRpcTimeout(Duration.ZERO) 1403 .setRpcTimeoutMultiplier(1.0) 1404 .setMaxRpcTimeout(Duration.ZERO) 1405 .setTotalTimeout(Duration.ofMillis(300000L)) 1406 .build())); 1407 1408 return builder; 1409 } 1410 1411 /** 1412 * Applies the given settings updater function to all of the unary API methods in this service. 1413 * 1414 * <p>Note: This method does not support applying settings to streaming methods. 1415 */ applyToAllUnaryMethods( ApiFunction<UnaryCallSettings.Builder<?, ?>, Void> settingsUpdater)1416 public Builder applyToAllUnaryMethods( 1417 ApiFunction<UnaryCallSettings.Builder<?, ?>, Void> settingsUpdater) { 1418 super.applyToAllUnaryMethods(unaryMethodSettingsBuilders, settingsUpdater); 1419 return this; 1420 } 1421 unaryMethodSettingsBuilders()1422 public ImmutableList<UnaryCallSettings.Builder<?, ?>> unaryMethodSettingsBuilders() { 1423 return unaryMethodSettingsBuilders; 1424 } 1425 1426 /** Returns the builder for the settings used for calls to createDataset. */ createDatasetSettings()1427 public UnaryCallSettings.Builder<CreateDatasetRequest, Dataset> createDatasetSettings() { 1428 return createDatasetSettings; 1429 } 1430 1431 /** Returns the builder for the settings used for calls to getDataset. */ getDatasetSettings()1432 public UnaryCallSettings.Builder<GetDatasetRequest, Dataset> getDatasetSettings() { 1433 return getDatasetSettings; 1434 } 1435 1436 /** Returns the builder for the settings used for calls to listDatasets. */ 1437 public PagedCallSettings.Builder< 1438 ListDatasetsRequest, ListDatasetsResponse, ListDatasetsPagedResponse> listDatasetsSettings()1439 listDatasetsSettings() { 1440 return listDatasetsSettings; 1441 } 1442 1443 /** Returns the builder for the settings used for calls to updateDataset. */ updateDatasetSettings()1444 public UnaryCallSettings.Builder<UpdateDatasetRequest, Dataset> updateDatasetSettings() { 1445 return updateDatasetSettings; 1446 } 1447 1448 /** Returns the builder for the settings used for calls to deleteDataset. */ deleteDatasetSettings()1449 public UnaryCallSettings.Builder<DeleteDatasetRequest, Operation> deleteDatasetSettings() { 1450 return deleteDatasetSettings; 1451 } 1452 1453 /** Returns the builder for the settings used for calls to deleteDataset. */ 1454 @BetaApi( 1455 "The surface for use by generated code is not stable yet and may change in the future.") 1456 public OperationCallSettings.Builder<DeleteDatasetRequest, Empty, OperationMetadata> deleteDatasetOperationSettings()1457 deleteDatasetOperationSettings() { 1458 return deleteDatasetOperationSettings; 1459 } 1460 1461 /** Returns the builder for the settings used for calls to importData. */ importDataSettings()1462 public UnaryCallSettings.Builder<ImportDataRequest, Operation> importDataSettings() { 1463 return importDataSettings; 1464 } 1465 1466 /** Returns the builder for the settings used for calls to importData. */ 1467 @BetaApi( 1468 "The surface for use by generated code is not stable yet and may change in the future.") 1469 public OperationCallSettings.Builder<ImportDataRequest, Empty, OperationMetadata> importDataOperationSettings()1470 importDataOperationSettings() { 1471 return importDataOperationSettings; 1472 } 1473 1474 /** Returns the builder for the settings used for calls to exportData. */ exportDataSettings()1475 public UnaryCallSettings.Builder<ExportDataRequest, Operation> exportDataSettings() { 1476 return exportDataSettings; 1477 } 1478 1479 /** Returns the builder for the settings used for calls to exportData. */ 1480 @BetaApi( 1481 "The surface for use by generated code is not stable yet and may change in the future.") 1482 public OperationCallSettings.Builder<ExportDataRequest, Empty, OperationMetadata> exportDataOperationSettings()1483 exportDataOperationSettings() { 1484 return exportDataOperationSettings; 1485 } 1486 1487 /** Returns the builder for the settings used for calls to getAnnotationSpec. */ 1488 public UnaryCallSettings.Builder<GetAnnotationSpecRequest, AnnotationSpec> getAnnotationSpecSettings()1489 getAnnotationSpecSettings() { 1490 return getAnnotationSpecSettings; 1491 } 1492 1493 /** Returns the builder for the settings used for calls to getTableSpec. */ getTableSpecSettings()1494 public UnaryCallSettings.Builder<GetTableSpecRequest, TableSpec> getTableSpecSettings() { 1495 return getTableSpecSettings; 1496 } 1497 1498 /** Returns the builder for the settings used for calls to listTableSpecs. */ 1499 public PagedCallSettings.Builder< 1500 ListTableSpecsRequest, ListTableSpecsResponse, ListTableSpecsPagedResponse> listTableSpecsSettings()1501 listTableSpecsSettings() { 1502 return listTableSpecsSettings; 1503 } 1504 1505 /** Returns the builder for the settings used for calls to updateTableSpec. */ updateTableSpecSettings()1506 public UnaryCallSettings.Builder<UpdateTableSpecRequest, TableSpec> updateTableSpecSettings() { 1507 return updateTableSpecSettings; 1508 } 1509 1510 /** Returns the builder for the settings used for calls to getColumnSpec. */ getColumnSpecSettings()1511 public UnaryCallSettings.Builder<GetColumnSpecRequest, ColumnSpec> getColumnSpecSettings() { 1512 return getColumnSpecSettings; 1513 } 1514 1515 /** Returns the builder for the settings used for calls to listColumnSpecs. */ 1516 public PagedCallSettings.Builder< 1517 ListColumnSpecsRequest, ListColumnSpecsResponse, ListColumnSpecsPagedResponse> listColumnSpecsSettings()1518 listColumnSpecsSettings() { 1519 return listColumnSpecsSettings; 1520 } 1521 1522 /** Returns the builder for the settings used for calls to updateColumnSpec. */ 1523 public UnaryCallSettings.Builder<UpdateColumnSpecRequest, ColumnSpec> updateColumnSpecSettings()1524 updateColumnSpecSettings() { 1525 return updateColumnSpecSettings; 1526 } 1527 1528 /** Returns the builder for the settings used for calls to createModel. */ createModelSettings()1529 public UnaryCallSettings.Builder<CreateModelRequest, Operation> createModelSettings() { 1530 return createModelSettings; 1531 } 1532 1533 /** Returns the builder for the settings used for calls to createModel. */ 1534 @BetaApi( 1535 "The surface for use by generated code is not stable yet and may change in the future.") 1536 public OperationCallSettings.Builder<CreateModelRequest, Model, OperationMetadata> createModelOperationSettings()1537 createModelOperationSettings() { 1538 return createModelOperationSettings; 1539 } 1540 1541 /** Returns the builder for the settings used for calls to getModel. */ getModelSettings()1542 public UnaryCallSettings.Builder<GetModelRequest, Model> getModelSettings() { 1543 return getModelSettings; 1544 } 1545 1546 /** Returns the builder for the settings used for calls to listModels. */ 1547 public PagedCallSettings.Builder<ListModelsRequest, ListModelsResponse, ListModelsPagedResponse> listModelsSettings()1548 listModelsSettings() { 1549 return listModelsSettings; 1550 } 1551 1552 /** Returns the builder for the settings used for calls to deleteModel. */ deleteModelSettings()1553 public UnaryCallSettings.Builder<DeleteModelRequest, Operation> deleteModelSettings() { 1554 return deleteModelSettings; 1555 } 1556 1557 /** Returns the builder for the settings used for calls to deleteModel. */ 1558 @BetaApi( 1559 "The surface for use by generated code is not stable yet and may change in the future.") 1560 public OperationCallSettings.Builder<DeleteModelRequest, Empty, OperationMetadata> deleteModelOperationSettings()1561 deleteModelOperationSettings() { 1562 return deleteModelOperationSettings; 1563 } 1564 1565 /** Returns the builder for the settings used for calls to deployModel. */ deployModelSettings()1566 public UnaryCallSettings.Builder<DeployModelRequest, Operation> deployModelSettings() { 1567 return deployModelSettings; 1568 } 1569 1570 /** Returns the builder for the settings used for calls to deployModel. */ 1571 @BetaApi( 1572 "The surface for use by generated code is not stable yet and may change in the future.") 1573 public OperationCallSettings.Builder<DeployModelRequest, Empty, OperationMetadata> deployModelOperationSettings()1574 deployModelOperationSettings() { 1575 return deployModelOperationSettings; 1576 } 1577 1578 /** Returns the builder for the settings used for calls to undeployModel. */ undeployModelSettings()1579 public UnaryCallSettings.Builder<UndeployModelRequest, Operation> undeployModelSettings() { 1580 return undeployModelSettings; 1581 } 1582 1583 /** Returns the builder for the settings used for calls to undeployModel. */ 1584 @BetaApi( 1585 "The surface for use by generated code is not stable yet and may change in the future.") 1586 public OperationCallSettings.Builder<UndeployModelRequest, Empty, OperationMetadata> undeployModelOperationSettings()1587 undeployModelOperationSettings() { 1588 return undeployModelOperationSettings; 1589 } 1590 1591 /** Returns the builder for the settings used for calls to exportModel. */ exportModelSettings()1592 public UnaryCallSettings.Builder<ExportModelRequest, Operation> exportModelSettings() { 1593 return exportModelSettings; 1594 } 1595 1596 /** Returns the builder for the settings used for calls to exportModel. */ 1597 @BetaApi( 1598 "The surface for use by generated code is not stable yet and may change in the future.") 1599 public OperationCallSettings.Builder<ExportModelRequest, Empty, OperationMetadata> exportModelOperationSettings()1600 exportModelOperationSettings() { 1601 return exportModelOperationSettings; 1602 } 1603 1604 /** Returns the builder for the settings used for calls to exportEvaluatedExamples. */ 1605 public UnaryCallSettings.Builder<ExportEvaluatedExamplesRequest, Operation> exportEvaluatedExamplesSettings()1606 exportEvaluatedExamplesSettings() { 1607 return exportEvaluatedExamplesSettings; 1608 } 1609 1610 /** Returns the builder for the settings used for calls to exportEvaluatedExamples. */ 1611 @BetaApi( 1612 "The surface for use by generated code is not stable yet and may change in the future.") 1613 public OperationCallSettings.Builder<ExportEvaluatedExamplesRequest, Empty, OperationMetadata> exportEvaluatedExamplesOperationSettings()1614 exportEvaluatedExamplesOperationSettings() { 1615 return exportEvaluatedExamplesOperationSettings; 1616 } 1617 1618 /** Returns the builder for the settings used for calls to getModelEvaluation. */ 1619 public UnaryCallSettings.Builder<GetModelEvaluationRequest, ModelEvaluation> getModelEvaluationSettings()1620 getModelEvaluationSettings() { 1621 return getModelEvaluationSettings; 1622 } 1623 1624 /** Returns the builder for the settings used for calls to listModelEvaluations. */ 1625 public PagedCallSettings.Builder< 1626 ListModelEvaluationsRequest, 1627 ListModelEvaluationsResponse, 1628 ListModelEvaluationsPagedResponse> listModelEvaluationsSettings()1629 listModelEvaluationsSettings() { 1630 return listModelEvaluationsSettings; 1631 } 1632 1633 @Override build()1634 public AutoMlStubSettings build() throws IOException { 1635 return new AutoMlStubSettings(this); 1636 } 1637 } 1638 } 1639