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/lib/google/src/Google/Service/ -> Prediction.php (source)
Differences Between: [Versions 310 and 402] [Versions 311 and 402] [Versions 39 and 402] [Versions 400 and 402] [Versions 401 and 402]
1 <?php 2 /* 3 * Copyright 2010 Google Inc. 4 * 5 * Licensed under the Apache License, Version 2.0 (the "License"); you may not 6 * use this file except in compliance with the License. You may obtain a copy of 7 * the License at 8 * 9 * http://www.apache.org/licenses/LICENSE-2.0 10 * 11 * Unless required by applicable law or agreed to in writing, software 12 * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT 13 * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the 14 * License for the specific language governing permissions and limitations under 15 * the License. 16 */ 17 18 /** 19 * Service definition for Prediction (v1.6). 20 * 21 * <p> 22 * Lets you access a cloud hosted machine learning service that makes it easy to 23 * build smart apps</p> 24 * 25 * <p> 26 * For more information about this service, see the API 27 * <a href="https://developers.google.com/prediction/docs/developer-guide" target="_blank">Documentation</a> 28 * </p> 29 * 30 * @author Google, Inc. 31 */ 32 #[AllowDynamicProperties] 33 class Google_Service_Prediction extends Google_Service 34 { 35 /** Manage your data and permissions in Google Cloud Storage. */ 36 const DEVSTORAGE_FULL_CONTROL = 37 "https://www.googleapis.com/auth/devstorage.full_control"; 38 /** View your data in Google Cloud Storage. */ 39 const DEVSTORAGE_READ_ONLY = 40 "https://www.googleapis.com/auth/devstorage.read_only"; 41 /** Manage your data in Google Cloud Storage. */ 42 const DEVSTORAGE_READ_WRITE = 43 "https://www.googleapis.com/auth/devstorage.read_write"; 44 /** Manage your data in the Google Prediction API. */ 45 const PREDICTION = 46 "https://www.googleapis.com/auth/prediction"; 47 48 public $hostedmodels; 49 public $trainedmodels; 50 51 52 /** 53 * Constructs the internal representation of the Prediction service. 54 * 55 * @param Google_Client $client 56 */ 57 public function __construct(Google_Client $client) 58 { 59 parent::__construct($client); 60 $this->rootUrl = 'https://www.googleapis.com/'; 61 $this->servicePath = 'prediction/v1.6/projects/'; 62 $this->version = 'v1.6'; 63 $this->serviceName = 'prediction'; 64 65 $this->hostedmodels = new Google_Service_Prediction_Hostedmodels_Resource( 66 $this, 67 $this->serviceName, 68 'hostedmodels', 69 array( 70 'methods' => array( 71 'predict' => array( 72 'path' => '{project}/hostedmodels/{hostedModelName}/predict', 73 'httpMethod' => 'POST', 74 'parameters' => array( 75 'project' => array( 76 'location' => 'path', 77 'type' => 'string', 78 'required' => true, 79 ), 80 'hostedModelName' => array( 81 'location' => 'path', 82 'type' => 'string', 83 'required' => true, 84 ), 85 ), 86 ), 87 ) 88 ) 89 ); 90 $this->trainedmodels = new Google_Service_Prediction_Trainedmodels_Resource( 91 $this, 92 $this->serviceName, 93 'trainedmodels', 94 array( 95 'methods' => array( 96 'analyze' => array( 97 'path' => '{project}/trainedmodels/{id}/analyze', 98 'httpMethod' => 'GET', 99 'parameters' => array( 100 'project' => array( 101 'location' => 'path', 102 'type' => 'string', 103 'required' => true, 104 ), 105 'id' => array( 106 'location' => 'path', 107 'type' => 'string', 108 'required' => true, 109 ), 110 ), 111 ),'delete' => array( 112 'path' => '{project}/trainedmodels/{id}', 113 'httpMethod' => 'DELETE', 114 'parameters' => array( 115 'project' => array( 116 'location' => 'path', 117 'type' => 'string', 118 'required' => true, 119 ), 120 'id' => array( 121 'location' => 'path', 122 'type' => 'string', 123 'required' => true, 124 ), 125 ), 126 ),'get' => array( 127 'path' => '{project}/trainedmodels/{id}', 128 'httpMethod' => 'GET', 129 'parameters' => array( 130 'project' => array( 131 'location' => 'path', 132 'type' => 'string', 133 'required' => true, 134 ), 135 'id' => array( 136 'location' => 'path', 137 'type' => 'string', 138 'required' => true, 139 ), 140 ), 141 ),'insert' => array( 142 'path' => '{project}/trainedmodels', 143 'httpMethod' => 'POST', 144 'parameters' => array( 145 'project' => array( 146 'location' => 'path', 147 'type' => 'string', 148 'required' => true, 149 ), 150 ), 151 ),'list' => array( 152 'path' => '{project}/trainedmodels/list', 153 'httpMethod' => 'GET', 154 'parameters' => array( 155 'project' => array( 156 'location' => 'path', 157 'type' => 'string', 158 'required' => true, 159 ), 160 'pageToken' => array( 161 'location' => 'query', 162 'type' => 'string', 163 ), 164 'maxResults' => array( 165 'location' => 'query', 166 'type' => 'integer', 167 ), 168 ), 169 ),'predict' => array( 170 'path' => '{project}/trainedmodels/{id}/predict', 171 'httpMethod' => 'POST', 172 'parameters' => array( 173 'project' => array( 174 'location' => 'path', 175 'type' => 'string', 176 'required' => true, 177 ), 178 'id' => array( 179 'location' => 'path', 180 'type' => 'string', 181 'required' => true, 182 ), 183 ), 184 ),'update' => array( 185 'path' => '{project}/trainedmodels/{id}', 186 'httpMethod' => 'PUT', 187 'parameters' => array( 188 'project' => array( 189 'location' => 'path', 190 'type' => 'string', 191 'required' => true, 192 ), 193 'id' => array( 194 'location' => 'path', 195 'type' => 'string', 196 'required' => true, 197 ), 198 ), 199 ), 200 ) 201 ) 202 ); 203 } 204 } 205 206 207 /** 208 * The "hostedmodels" collection of methods. 209 * Typical usage is: 210 * <code> 211 * $predictionService = new Google_Service_Prediction(...); 212 * $hostedmodels = $predictionService->hostedmodels; 213 * </code> 214 */ 215 #[AllowDynamicProperties] 216 class Google_Service_Prediction_Hostedmodels_Resource extends Google_Service_Resource 217 { 218 219 /** 220 * Submit input and request an output against a hosted model. 221 * (hostedmodels.predict) 222 * 223 * @param string $project The project associated with the model. 224 * @param string $hostedModelName The name of a hosted model. 225 * @param Google_Input $postBody 226 * @param array $optParams Optional parameters. 227 * @return Google_Service_Prediction_Output 228 */ 229 public function predict($project, $hostedModelName, Google_Service_Prediction_Input $postBody, $optParams = array()) 230 { 231 $params = array('project' => $project, 'hostedModelName' => $hostedModelName, 'postBody' => $postBody); 232 $params = array_merge($params, $optParams); 233 return $this->call('predict', array($params), "Google_Service_Prediction_Output"); 234 } 235 } 236 237 /** 238 * The "trainedmodels" collection of methods. 239 * Typical usage is: 240 * <code> 241 * $predictionService = new Google_Service_Prediction(...); 242 * $trainedmodels = $predictionService->trainedmodels; 243 * </code> 244 */ 245 #[AllowDynamicProperties] 246 class Google_Service_Prediction_Trainedmodels_Resource extends Google_Service_Resource 247 { 248 249 /** 250 * Get analysis of the model and the data the model was trained on. 251 * (trainedmodels.analyze) 252 * 253 * @param string $project The project associated with the model. 254 * @param string $id The unique name for the predictive model. 255 * @param array $optParams Optional parameters. 256 * @return Google_Service_Prediction_Analyze 257 */ 258 public function analyze($project, $id, $optParams = array()) 259 { 260 $params = array('project' => $project, 'id' => $id); 261 $params = array_merge($params, $optParams); 262 return $this->call('analyze', array($params), "Google_Service_Prediction_Analyze"); 263 } 264 265 /** 266 * Delete a trained model. (trainedmodels.delete) 267 * 268 * @param string $project The project associated with the model. 269 * @param string $id The unique name for the predictive model. 270 * @param array $optParams Optional parameters. 271 */ 272 public function delete($project, $id, $optParams = array()) 273 { 274 $params = array('project' => $project, 'id' => $id); 275 $params = array_merge($params, $optParams); 276 return $this->call('delete', array($params)); 277 } 278 279 /** 280 * Check training status of your model. (trainedmodels.get) 281 * 282 * @param string $project The project associated with the model. 283 * @param string $id The unique name for the predictive model. 284 * @param array $optParams Optional parameters. 285 * @return Google_Service_Prediction_Insert2 286 */ 287 public function get($project, $id, $optParams = array()) 288 { 289 $params = array('project' => $project, 'id' => $id); 290 $params = array_merge($params, $optParams); 291 return $this->call('get', array($params), "Google_Service_Prediction_Insert2"); 292 } 293 294 /** 295 * Train a Prediction API model. (trainedmodels.insert) 296 * 297 * @param string $project The project associated with the model. 298 * @param Google_Insert $postBody 299 * @param array $optParams Optional parameters. 300 * @return Google_Service_Prediction_Insert2 301 */ 302 public function insert($project, Google_Service_Prediction_Insert $postBody, $optParams = array()) 303 { 304 $params = array('project' => $project, 'postBody' => $postBody); 305 $params = array_merge($params, $optParams); 306 return $this->call('insert', array($params), "Google_Service_Prediction_Insert2"); 307 } 308 309 /** 310 * List available models. (trainedmodels.listTrainedmodels) 311 * 312 * @param string $project The project associated with the model. 313 * @param array $optParams Optional parameters. 314 * 315 * @opt_param string pageToken Pagination token. 316 * @opt_param string maxResults Maximum number of results to return. 317 * @return Google_Service_Prediction_PredictionList 318 */ 319 public function listTrainedmodels($project, $optParams = array()) 320 { 321 $params = array('project' => $project); 322 $params = array_merge($params, $optParams); 323 return $this->call('list', array($params), "Google_Service_Prediction_PredictionList"); 324 } 325 326 /** 327 * Submit model id and request a prediction. (trainedmodels.predict) 328 * 329 * @param string $project The project associated with the model. 330 * @param string $id The unique name for the predictive model. 331 * @param Google_Input $postBody 332 * @param array $optParams Optional parameters. 333 * @return Google_Service_Prediction_Output 334 */ 335 public function predict($project, $id, Google_Service_Prediction_Input $postBody, $optParams = array()) 336 { 337 $params = array('project' => $project, 'id' => $id, 'postBody' => $postBody); 338 $params = array_merge($params, $optParams); 339 return $this->call('predict', array($params), "Google_Service_Prediction_Output"); 340 } 341 342 /** 343 * Add new data to a trained model. (trainedmodels.update) 344 * 345 * @param string $project The project associated with the model. 346 * @param string $id The unique name for the predictive model. 347 * @param Google_Update $postBody 348 * @param array $optParams Optional parameters. 349 * @return Google_Service_Prediction_Insert2 350 */ 351 public function update($project, $id, Google_Service_Prediction_Update $postBody, $optParams = array()) 352 { 353 $params = array('project' => $project, 'id' => $id, 'postBody' => $postBody); 354 $params = array_merge($params, $optParams); 355 return $this->call('update', array($params), "Google_Service_Prediction_Insert2"); 356 } 357 } 358 359 360 361 362 #[AllowDynamicProperties] 363 class Google_Service_Prediction_Analyze extends Google_Collection 364 { 365 protected $collection_key = 'errors'; 366 protected $internal_gapi_mappings = array( 367 ); 368 protected $dataDescriptionType = 'Google_Service_Prediction_AnalyzeDataDescription'; 369 protected $dataDescriptionDataType = ''; 370 public $errors; 371 public $id; 372 public $kind; 373 protected $modelDescriptionType = 'Google_Service_Prediction_AnalyzeModelDescription'; 374 protected $modelDescriptionDataType = ''; 375 public $selfLink; 376 377 378 public function setDataDescription(Google_Service_Prediction_AnalyzeDataDescription $dataDescription) 379 { 380 $this->dataDescription = $dataDescription; 381 } 382 public function getDataDescription() 383 { 384 return $this->dataDescription; 385 } 386 public function setErrors($errors) 387 { 388 $this->errors = $errors; 389 } 390 public function getErrors() 391 { 392 return $this->errors; 393 } 394 public function setId($id) 395 { 396 $this->id = $id; 397 } 398 public function getId() 399 { 400 return $this->id; 401 } 402 public function setKind($kind) 403 { 404 $this->kind = $kind; 405 } 406 public function getKind() 407 { 408 return $this->kind; 409 } 410 public function setModelDescription(Google_Service_Prediction_AnalyzeModelDescription $modelDescription) 411 { 412 $this->modelDescription = $modelDescription; 413 } 414 public function getModelDescription() 415 { 416 return $this->modelDescription; 417 } 418 public function setSelfLink($selfLink) 419 { 420 $this->selfLink = $selfLink; 421 } 422 public function getSelfLink() 423 { 424 return $this->selfLink; 425 } 426 } 427 428 #[AllowDynamicProperties] 429 class Google_Service_Prediction_AnalyzeDataDescription extends Google_Collection 430 { 431 protected $collection_key = 'features'; 432 protected $internal_gapi_mappings = array( 433 ); 434 protected $featuresType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeatures'; 435 protected $featuresDataType = 'array'; 436 protected $outputFeatureType = 'Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature'; 437 protected $outputFeatureDataType = ''; 438 439 440 public function setFeatures($features) 441 { 442 $this->features = $features; 443 } 444 public function getFeatures() 445 { 446 return $this->features; 447 } 448 public function setOutputFeature(Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature $outputFeature) 449 { 450 $this->outputFeature = $outputFeature; 451 } 452 public function getOutputFeature() 453 { 454 return $this->outputFeature; 455 } 456 } 457 458 #[AllowDynamicProperties] 459 class Google_Service_Prediction_AnalyzeDataDescriptionFeatures extends Google_Model 460 { 461 protected $internal_gapi_mappings = array( 462 ); 463 protected $categoricalType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical'; 464 protected $categoricalDataType = ''; 465 public $index; 466 protected $numericType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric'; 467 protected $numericDataType = ''; 468 protected $textType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText'; 469 protected $textDataType = ''; 470 471 472 public function setCategorical(Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical $categorical) 473 { 474 $this->categorical = $categorical; 475 } 476 public function getCategorical() 477 { 478 return $this->categorical; 479 } 480 public function setIndex($index) 481 { 482 $this->index = $index; 483 } 484 public function getIndex() 485 { 486 return $this->index; 487 } 488 public function setNumeric(Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric $numeric) 489 { 490 $this->numeric = $numeric; 491 } 492 public function getNumeric() 493 { 494 return $this->numeric; 495 } 496 public function setText(Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText $text) 497 { 498 $this->text = $text; 499 } 500 public function getText() 501 { 502 return $this->text; 503 } 504 } 505 506 #[AllowDynamicProperties] 507 class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategorical extends Google_Collection 508 { 509 protected $collection_key = 'values'; 510 protected $internal_gapi_mappings = array( 511 ); 512 public $count; 513 protected $valuesType = 'Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategoricalValues'; 514 protected $valuesDataType = 'array'; 515 516 517 public function setCount($count) 518 { 519 $this->count = $count; 520 } 521 public function getCount() 522 { 523 return $this->count; 524 } 525 public function setValues($values) 526 { 527 $this->values = $values; 528 } 529 public function getValues() 530 { 531 return $this->values; 532 } 533 } 534 535 #[AllowDynamicProperties] 536 class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesCategoricalValues extends Google_Model 537 { 538 protected $internal_gapi_mappings = array( 539 ); 540 public $count; 541 public $value; 542 543 544 public function setCount($count) 545 { 546 $this->count = $count; 547 } 548 public function getCount() 549 { 550 return $this->count; 551 } 552 public function setValue($value) 553 { 554 $this->value = $value; 555 } 556 public function getValue() 557 { 558 return $this->value; 559 } 560 } 561 562 #[AllowDynamicProperties] 563 class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesNumeric extends Google_Model 564 { 565 protected $internal_gapi_mappings = array( 566 ); 567 public $count; 568 public $mean; 569 public $variance; 570 571 572 public function setCount($count) 573 { 574 $this->count = $count; 575 } 576 public function getCount() 577 { 578 return $this->count; 579 } 580 public function setMean($mean) 581 { 582 $this->mean = $mean; 583 } 584 public function getMean() 585 { 586 return $this->mean; 587 } 588 public function setVariance($variance) 589 { 590 $this->variance = $variance; 591 } 592 public function getVariance() 593 { 594 return $this->variance; 595 } 596 } 597 598 #[AllowDynamicProperties] 599 class Google_Service_Prediction_AnalyzeDataDescriptionFeaturesText extends Google_Model 600 { 601 protected $internal_gapi_mappings = array( 602 ); 603 public $count; 604 605 606 public function setCount($count) 607 { 608 $this->count = $count; 609 } 610 public function getCount() 611 { 612 return $this->count; 613 } 614 } 615 616 #[AllowDynamicProperties] 617 class Google_Service_Prediction_AnalyzeDataDescriptionOutputFeature extends Google_Collection 618 { 619 protected $collection_key = 'text'; 620 protected $internal_gapi_mappings = array( 621 ); 622 protected $numericType = 'Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric'; 623 protected $numericDataType = ''; 624 protected $textType = 'Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureText'; 625 protected $textDataType = 'array'; 626 627 628 public function setNumeric(Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric $numeric) 629 { 630 $this->numeric = $numeric; 631 } 632 public function getNumeric() 633 { 634 return $this->numeric; 635 } 636 public function setText($text) 637 { 638 $this->text = $text; 639 } 640 public function getText() 641 { 642 return $this->text; 643 } 644 } 645 646 #[AllowDynamicProperties] 647 class Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureNumeric extends Google_Model 648 { 649 protected $internal_gapi_mappings = array( 650 ); 651 public $count; 652 public $mean; 653 public $variance; 654 655 656 public function setCount($count) 657 { 658 $this->count = $count; 659 } 660 public function getCount() 661 { 662 return $this->count; 663 } 664 public function setMean($mean) 665 { 666 $this->mean = $mean; 667 } 668 public function getMean() 669 { 670 return $this->mean; 671 } 672 public function setVariance($variance) 673 { 674 $this->variance = $variance; 675 } 676 public function getVariance() 677 { 678 return $this->variance; 679 } 680 } 681 682 #[AllowDynamicProperties] 683 class Google_Service_Prediction_AnalyzeDataDescriptionOutputFeatureText extends Google_Model 684 { 685 protected $internal_gapi_mappings = array( 686 ); 687 public $count; 688 public $value; 689 690 691 public function setCount($count) 692 { 693 $this->count = $count; 694 } 695 public function getCount() 696 { 697 return $this->count; 698 } 699 public function setValue($value) 700 { 701 $this->value = $value; 702 } 703 public function getValue() 704 { 705 return $this->value; 706 } 707 } 708 709 #[AllowDynamicProperties] 710 class Google_Service_Prediction_AnalyzeErrors extends Google_Model 711 { 712 } 713 714 #[AllowDynamicProperties] 715 class Google_Service_Prediction_AnalyzeModelDescription extends Google_Model 716 { 717 protected $internal_gapi_mappings = array( 718 ); 719 public $confusionMatrix; 720 public $confusionMatrixRowTotals; 721 protected $modelinfoType = 'Google_Service_Prediction_Insert2'; 722 protected $modelinfoDataType = ''; 723 724 725 public function setConfusionMatrix($confusionMatrix) 726 { 727 $this->confusionMatrix = $confusionMatrix; 728 } 729 public function getConfusionMatrix() 730 { 731 return $this->confusionMatrix; 732 } 733 public function setConfusionMatrixRowTotals($confusionMatrixRowTotals) 734 { 735 $this->confusionMatrixRowTotals = $confusionMatrixRowTotals; 736 } 737 public function getConfusionMatrixRowTotals() 738 { 739 return $this->confusionMatrixRowTotals; 740 } 741 public function setModelinfo(Google_Service_Prediction_Insert2 $modelinfo) 742 { 743 $this->modelinfo = $modelinfo; 744 } 745 public function getModelinfo() 746 { 747 return $this->modelinfo; 748 } 749 } 750 751 #[AllowDynamicProperties] 752 class Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrix extends Google_Model 753 { 754 } 755 756 #[AllowDynamicProperties] 757 class Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrixElement extends Google_Model 758 { 759 } 760 761 #[AllowDynamicProperties] 762 class Google_Service_Prediction_AnalyzeModelDescriptionConfusionMatrixRowTotals extends Google_Model 763 { 764 } 765 766 #[AllowDynamicProperties] 767 class Google_Service_Prediction_Input extends Google_Model 768 { 769 protected $internal_gapi_mappings = array( 770 ); 771 protected $inputType = 'Google_Service_Prediction_InputInput'; 772 protected $inputDataType = ''; 773 774 775 public function setInput(Google_Service_Prediction_InputInput $input) 776 { 777 $this->input = $input; 778 } 779 public function getInput() 780 { 781 return $this->input; 782 } 783 } 784 785 #[AllowDynamicProperties] 786 class Google_Service_Prediction_InputInput extends Google_Collection 787 { 788 protected $collection_key = 'csvInstance'; 789 protected $internal_gapi_mappings = array( 790 ); 791 public $csvInstance; 792 793 794 public function setCsvInstance($csvInstance) 795 { 796 $this->csvInstance = $csvInstance; 797 } 798 public function getCsvInstance() 799 { 800 return $this->csvInstance; 801 } 802 } 803 804 #[AllowDynamicProperties] 805 class Google_Service_Prediction_Insert extends Google_Collection 806 { 807 protected $collection_key = 'utility'; 808 protected $internal_gapi_mappings = array( 809 ); 810 public $id; 811 public $modelType; 812 public $sourceModel; 813 public $storageDataLocation; 814 public $storagePMMLLocation; 815 public $storagePMMLModelLocation; 816 protected $trainingInstancesType = 'Google_Service_Prediction_InsertTrainingInstances'; 817 protected $trainingInstancesDataType = 'array'; 818 public $utility; 819 820 821 public function setId($id) 822 { 823 $this->id = $id; 824 } 825 public function getId() 826 { 827 return $this->id; 828 } 829 public function setModelType($modelType) 830 { 831 $this->modelType = $modelType; 832 } 833 public function getModelType() 834 { 835 return $this->modelType; 836 } 837 public function setSourceModel($sourceModel) 838 { 839 $this->sourceModel = $sourceModel; 840 } 841 public function getSourceModel() 842 { 843 return $this->sourceModel; 844 } 845 public function setStorageDataLocation($storageDataLocation) 846 { 847 $this->storageDataLocation = $storageDataLocation; 848 } 849 public function getStorageDataLocation() 850 { 851 return $this->storageDataLocation; 852 } 853 public function setStoragePMMLLocation($storagePMMLLocation) 854 { 855 $this->storagePMMLLocation = $storagePMMLLocation; 856 } 857 public function getStoragePMMLLocation() 858 { 859 return $this->storagePMMLLocation; 860 } 861 public function setStoragePMMLModelLocation($storagePMMLModelLocation) 862 { 863 $this->storagePMMLModelLocation = $storagePMMLModelLocation; 864 } 865 public function getStoragePMMLModelLocation() 866 { 867 return $this->storagePMMLModelLocation; 868 } 869 public function setTrainingInstances($trainingInstances) 870 { 871 $this->trainingInstances = $trainingInstances; 872 } 873 public function getTrainingInstances() 874 { 875 return $this->trainingInstances; 876 } 877 public function setUtility($utility) 878 { 879 $this->utility = $utility; 880 } 881 public function getUtility() 882 { 883 return $this->utility; 884 } 885 } 886 887 #[AllowDynamicProperties] 888 class Google_Service_Prediction_Insert2 extends Google_Model 889 { 890 protected $internal_gapi_mappings = array( 891 ); 892 public $created; 893 public $id; 894 public $kind; 895 protected $modelInfoType = 'Google_Service_Prediction_Insert2ModelInfo'; 896 protected $modelInfoDataType = ''; 897 public $modelType; 898 public $selfLink; 899 public $storageDataLocation; 900 public $storagePMMLLocation; 901 public $storagePMMLModelLocation; 902 public $trainingComplete; 903 public $trainingStatus; 904 905 906 public function setCreated($created) 907 { 908 $this->created = $created; 909 } 910 public function getCreated() 911 { 912 return $this->created; 913 } 914 public function setId($id) 915 { 916 $this->id = $id; 917 } 918 public function getId() 919 { 920 return $this->id; 921 } 922 public function setKind($kind) 923 { 924 $this->kind = $kind; 925 } 926 public function getKind() 927 { 928 return $this->kind; 929 } 930 public function setModelInfo(Google_Service_Prediction_Insert2ModelInfo $modelInfo) 931 { 932 $this->modelInfo = $modelInfo; 933 } 934 public function getModelInfo() 935 { 936 return $this->modelInfo; 937 } 938 public function setModelType($modelType) 939 { 940 $this->modelType = $modelType; 941 } 942 public function getModelType() 943 { 944 return $this->modelType; 945 } 946 public function setSelfLink($selfLink) 947 { 948 $this->selfLink = $selfLink; 949 } 950 public function getSelfLink() 951 { 952 return $this->selfLink; 953 } 954 public function setStorageDataLocation($storageDataLocation) 955 { 956 $this->storageDataLocation = $storageDataLocation; 957 } 958 public function getStorageDataLocation() 959 { 960 return $this->storageDataLocation; 961 } 962 public function setStoragePMMLLocation($storagePMMLLocation) 963 { 964 $this->storagePMMLLocation = $storagePMMLLocation; 965 } 966 public function getStoragePMMLLocation() 967 { 968 return $this->storagePMMLLocation; 969 } 970 public function setStoragePMMLModelLocation($storagePMMLModelLocation) 971 { 972 $this->storagePMMLModelLocation = $storagePMMLModelLocation; 973 } 974 public function getStoragePMMLModelLocation() 975 { 976 return $this->storagePMMLModelLocation; 977 } 978 public function setTrainingComplete($trainingComplete) 979 { 980 $this->trainingComplete = $trainingComplete; 981 } 982 public function getTrainingComplete() 983 { 984 return $this->trainingComplete; 985 } 986 public function setTrainingStatus($trainingStatus) 987 { 988 $this->trainingStatus = $trainingStatus; 989 } 990 public function getTrainingStatus() 991 { 992 return $this->trainingStatus; 993 } 994 } 995 996 #[AllowDynamicProperties] 997 class Google_Service_Prediction_Insert2ModelInfo extends Google_Model 998 { 999 protected $internal_gapi_mappings = array( 1000 ); 1001 public $classWeightedAccuracy; 1002 public $classificationAccuracy; 1003 public $meanSquaredError; 1004 public $modelType; 1005 public $numberInstances; 1006 public $numberLabels; 1007 1008 1009 public function setClassWeightedAccuracy($classWeightedAccuracy) 1010 { 1011 $this->classWeightedAccuracy = $classWeightedAccuracy; 1012 } 1013 public function getClassWeightedAccuracy() 1014 { 1015 return $this->classWeightedAccuracy; 1016 } 1017 public function setClassificationAccuracy($classificationAccuracy) 1018 { 1019 $this->classificationAccuracy = $classificationAccuracy; 1020 } 1021 public function getClassificationAccuracy() 1022 { 1023 return $this->classificationAccuracy; 1024 } 1025 public function setMeanSquaredError($meanSquaredError) 1026 { 1027 $this->meanSquaredError = $meanSquaredError; 1028 } 1029 public function getMeanSquaredError() 1030 { 1031 return $this->meanSquaredError; 1032 } 1033 public function setModelType($modelType) 1034 { 1035 $this->modelType = $modelType; 1036 } 1037 public function getModelType() 1038 { 1039 return $this->modelType; 1040 } 1041 public function setNumberInstances($numberInstances) 1042 { 1043 $this->numberInstances = $numberInstances; 1044 } 1045 public function getNumberInstances() 1046 { 1047 return $this->numberInstances; 1048 } 1049 public function setNumberLabels($numberLabels) 1050 { 1051 $this->numberLabels = $numberLabels; 1052 } 1053 public function getNumberLabels() 1054 { 1055 return $this->numberLabels; 1056 } 1057 } 1058 1059 #[AllowDynamicProperties] 1060 class Google_Service_Prediction_InsertTrainingInstances extends Google_Collection 1061 { 1062 protected $collection_key = 'csvInstance'; 1063 protected $internal_gapi_mappings = array( 1064 ); 1065 public $csvInstance; 1066 public $output; 1067 1068 1069 public function setCsvInstance($csvInstance) 1070 { 1071 $this->csvInstance = $csvInstance; 1072 } 1073 public function getCsvInstance() 1074 { 1075 return $this->csvInstance; 1076 } 1077 public function setOutput($output) 1078 { 1079 $this->output = $output; 1080 } 1081 public function getOutput() 1082 { 1083 return $this->output; 1084 } 1085 } 1086 1087 #[AllowDynamicProperties] 1088 class Google_Service_Prediction_InsertUtility extends Google_Model 1089 { 1090 } 1091 1092 #[AllowDynamicProperties] 1093 class Google_Service_Prediction_Output extends Google_Collection 1094 { 1095 protected $collection_key = 'outputMulti'; 1096 protected $internal_gapi_mappings = array( 1097 ); 1098 public $id; 1099 public $kind; 1100 public $outputLabel; 1101 protected $outputMultiType = 'Google_Service_Prediction_OutputOutputMulti'; 1102 protected $outputMultiDataType = 'array'; 1103 public $outputValue; 1104 public $selfLink; 1105 1106 1107 public function setId($id) 1108 { 1109 $this->id = $id; 1110 } 1111 public function getId() 1112 { 1113 return $this->id; 1114 } 1115 public function setKind($kind) 1116 { 1117 $this->kind = $kind; 1118 } 1119 public function getKind() 1120 { 1121 return $this->kind; 1122 } 1123 public function setOutputLabel($outputLabel) 1124 { 1125 $this->outputLabel = $outputLabel; 1126 } 1127 public function getOutputLabel() 1128 { 1129 return $this->outputLabel; 1130 } 1131 public function setOutputMulti($outputMulti) 1132 { 1133 $this->outputMulti = $outputMulti; 1134 } 1135 public function getOutputMulti() 1136 { 1137 return $this->outputMulti; 1138 } 1139 public function setOutputValue($outputValue) 1140 { 1141 $this->outputValue = $outputValue; 1142 } 1143 public function getOutputValue() 1144 { 1145 return $this->outputValue; 1146 } 1147 public function setSelfLink($selfLink) 1148 { 1149 $this->selfLink = $selfLink; 1150 } 1151 public function getSelfLink() 1152 { 1153 return $this->selfLink; 1154 } 1155 } 1156 1157 #[AllowDynamicProperties] 1158 class Google_Service_Prediction_OutputOutputMulti extends Google_Model 1159 { 1160 protected $internal_gapi_mappings = array( 1161 ); 1162 public $label; 1163 public $score; 1164 1165 1166 public function setLabel($label) 1167 { 1168 $this->label = $label; 1169 } 1170 public function getLabel() 1171 { 1172 return $this->label; 1173 } 1174 public function setScore($score) 1175 { 1176 $this->score = $score; 1177 } 1178 public function getScore() 1179 { 1180 return $this->score; 1181 } 1182 } 1183 1184 #[AllowDynamicProperties] 1185 class Google_Service_Prediction_PredictionList extends Google_Collection 1186 { 1187 protected $collection_key = 'items'; 1188 protected $internal_gapi_mappings = array( 1189 ); 1190 protected $itemsType = 'Google_Service_Prediction_Insert2'; 1191 protected $itemsDataType = 'array'; 1192 public $kind; 1193 public $nextPageToken; 1194 public $selfLink; 1195 1196 1197 public function setItems($items) 1198 { 1199 $this->items = $items; 1200 } 1201 public function getItems() 1202 { 1203 return $this->items; 1204 } 1205 public function setKind($kind) 1206 { 1207 $this->kind = $kind; 1208 } 1209 public function getKind() 1210 { 1211 return $this->kind; 1212 } 1213 public function setNextPageToken($nextPageToken) 1214 { 1215 $this->nextPageToken = $nextPageToken; 1216 } 1217 public function getNextPageToken() 1218 { 1219 return $this->nextPageToken; 1220 } 1221 public function setSelfLink($selfLink) 1222 { 1223 $this->selfLink = $selfLink; 1224 } 1225 public function getSelfLink() 1226 { 1227 return $this->selfLink; 1228 } 1229 } 1230 1231 #[AllowDynamicProperties] 1232 class Google_Service_Prediction_Update extends Google_Collection 1233 { 1234 protected $collection_key = 'csvInstance'; 1235 protected $internal_gapi_mappings = array( 1236 ); 1237 public $csvInstance; 1238 public $output; 1239 1240 1241 public function setCsvInstance($csvInstance) 1242 { 1243 $this->csvInstance = $csvInstance; 1244 } 1245 public function getCsvInstance() 1246 { 1247 return $this->csvInstance; 1248 } 1249 public function setOutput($output) 1250 { 1251 $this->output = $output; 1252 } 1253 public function getOutput() 1254 { 1255 return $this->output; 1256 } 1257 }
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