284 lines
9.1 KiB
PHP
284 lines
9.1 KiB
PHP
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<?php
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/*
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* Copyright 2014 Google Inc.
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*
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* Licensed under the Apache License, Version 2.0 (the "License"); you may not
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* use this file except in compliance with the License. You may obtain a copy of
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* the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations under
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* the License.
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*/
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namespace Google\Service\CloudMachineLearningEngine;
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class GoogleCloudMlV1StudyConfigParameterSpec extends \Google\Collection
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{
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/**
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* By default, no scaling is applied.
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*/
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public const SCALE_TYPE_SCALE_TYPE_UNSPECIFIED = 'SCALE_TYPE_UNSPECIFIED';
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/**
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* Scales the feasible space to (0, 1) linearly.
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*/
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public const SCALE_TYPE_UNIT_LINEAR_SCALE = 'UNIT_LINEAR_SCALE';
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/**
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* Scales the feasible space logarithmically to (0, 1). The entire feasible
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* space must be strictly positive.
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*/
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public const SCALE_TYPE_UNIT_LOG_SCALE = 'UNIT_LOG_SCALE';
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/**
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* Scales the feasible space "reverse" logarithmically to (0, 1). The result
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* is that values close to the top of the feasible space are spread out more
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* than points near the bottom. The entire feasible space must be strictly
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* positive.
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*/
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public const SCALE_TYPE_UNIT_REVERSE_LOG_SCALE = 'UNIT_REVERSE_LOG_SCALE';
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/**
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* You must specify a valid type. Using this unspecified type will result in
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* an error.
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*/
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public const TYPE_PARAMETER_TYPE_UNSPECIFIED = 'PARAMETER_TYPE_UNSPECIFIED';
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/**
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* Type for real-valued parameters.
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*/
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public const TYPE_DOUBLE = 'DOUBLE';
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/**
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* Type for integral parameters.
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*/
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public const TYPE_INTEGER = 'INTEGER';
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/**
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* The parameter is categorical, with a value chosen from the categories
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* field.
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*/
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public const TYPE_CATEGORICAL = 'CATEGORICAL';
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/**
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* The parameter is real valued, with a fixed set of feasible points. If
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* `type==DISCRETE`, feasible_points must be provided, and {`min_value`,
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* `max_value`} will be ignored.
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*/
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public const TYPE_DISCRETE = 'DISCRETE';
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protected $collection_key = 'childParameterSpecs';
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protected $categoricalValueSpecType = GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec::class;
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protected $categoricalValueSpecDataType = '';
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protected $childParameterSpecsType = GoogleCloudMlV1StudyConfigParameterSpec::class;
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protected $childParameterSpecsDataType = 'array';
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protected $discreteValueSpecType = GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec::class;
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protected $discreteValueSpecDataType = '';
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protected $doubleValueSpecType = GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec::class;
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protected $doubleValueSpecDataType = '';
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protected $integerValueSpecType = GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec::class;
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protected $integerValueSpecDataType = '';
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/**
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* Required. The parameter name must be unique amongst all ParameterSpecs.
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*
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* @var string
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*/
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public $parameter;
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protected $parentCategoricalValuesType = GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec::class;
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protected $parentCategoricalValuesDataType = '';
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protected $parentDiscreteValuesType = GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec::class;
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protected $parentDiscreteValuesDataType = '';
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protected $parentIntValuesType = GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec::class;
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protected $parentIntValuesDataType = '';
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/**
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* How the parameter should be scaled. Leave unset for categorical parameters.
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*
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* @var string
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*/
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public $scaleType;
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/**
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* Required. The type of the parameter.
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*
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* @var string
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*/
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public $type;
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/**
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* The value spec for a 'CATEGORICAL' parameter.
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*
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* @param GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec $categoricalValueSpec
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*/
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public function setCategoricalValueSpec(GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec $categoricalValueSpec)
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{
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$this->categoricalValueSpec = $categoricalValueSpec;
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}
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/**
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* @return GoogleCloudMlV1StudyConfigParameterSpecCategoricalValueSpec
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*/
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public function getCategoricalValueSpec()
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{
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return $this->categoricalValueSpec;
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}
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/**
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* A child node is active if the parameter's value matches the child node's
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* matching_parent_values. If two items in child_parameter_specs have the same
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* name, they must have disjoint matching_parent_values.
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*
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* @param GoogleCloudMlV1StudyConfigParameterSpec[] $childParameterSpecs
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*/
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public function setChildParameterSpecs($childParameterSpecs)
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{
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$this->childParameterSpecs = $childParameterSpecs;
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}
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/**
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* @return GoogleCloudMlV1StudyConfigParameterSpec[]
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*/
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public function getChildParameterSpecs()
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{
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return $this->childParameterSpecs;
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}
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/**
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* The value spec for a 'DISCRETE' parameter.
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*
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* @param GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec $discreteValueSpec
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*/
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public function setDiscreteValueSpec(GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec $discreteValueSpec)
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{
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$this->discreteValueSpec = $discreteValueSpec;
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}
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/**
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* @return GoogleCloudMlV1StudyConfigParameterSpecDiscreteValueSpec
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*/
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public function getDiscreteValueSpec()
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{
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return $this->discreteValueSpec;
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}
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/**
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* The value spec for a 'DOUBLE' parameter.
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*
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* @param GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec $doubleValueSpec
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*/
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public function setDoubleValueSpec(GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec $doubleValueSpec)
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{
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$this->doubleValueSpec = $doubleValueSpec;
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}
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/**
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* @return GoogleCloudMlV1StudyConfigParameterSpecDoubleValueSpec
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*/
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public function getDoubleValueSpec()
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{
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return $this->doubleValueSpec;
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}
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/**
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* The value spec for an 'INTEGER' parameter.
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*
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* @param GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec $integerValueSpec
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*/
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public function setIntegerValueSpec(GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec $integerValueSpec)
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{
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$this->integerValueSpec = $integerValueSpec;
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}
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/**
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* @return GoogleCloudMlV1StudyConfigParameterSpecIntegerValueSpec
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*/
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public function getIntegerValueSpec()
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{
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return $this->integerValueSpec;
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}
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/**
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* Required. The parameter name must be unique amongst all ParameterSpecs.
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*
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* @param string $parameter
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*/
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public function setParameter($parameter)
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{
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$this->parameter = $parameter;
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}
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/**
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* @return string
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*/
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public function getParameter()
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{
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return $this->parameter;
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}
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/**
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* @param GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec $parentCategoricalValues
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*/
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public function setParentCategoricalValues(GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec $parentCategoricalValues)
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{
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$this->parentCategoricalValues = $parentCategoricalValues;
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}
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/**
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* @return GoogleCloudMlV1StudyConfigParameterSpecMatchingParentCategoricalValueSpec
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*/
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public function getParentCategoricalValues()
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{
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return $this->parentCategoricalValues;
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}
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/**
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* @param GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec $parentDiscreteValues
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*/
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public function setParentDiscreteValues(GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec $parentDiscreteValues)
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{
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$this->parentDiscreteValues = $parentDiscreteValues;
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}
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/**
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* @return GoogleCloudMlV1StudyConfigParameterSpecMatchingParentDiscreteValueSpec
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*/
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public function getParentDiscreteValues()
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{
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return $this->parentDiscreteValues;
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}
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/**
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* @param GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec $parentIntValues
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*/
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public function setParentIntValues(GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec $parentIntValues)
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{
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$this->parentIntValues = $parentIntValues;
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}
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/**
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* @return GoogleCloudMlV1StudyConfigParameterSpecMatchingParentIntValueSpec
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*/
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public function getParentIntValues()
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{
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return $this->parentIntValues;
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}
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/**
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* How the parameter should be scaled. Leave unset for categorical parameters.
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*
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* Accepted values: SCALE_TYPE_UNSPECIFIED, UNIT_LINEAR_SCALE, UNIT_LOG_SCALE,
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* UNIT_REVERSE_LOG_SCALE
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*
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* @param self::SCALE_TYPE_* $scaleType
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*/
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public function setScaleType($scaleType)
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{
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$this->scaleType = $scaleType;
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}
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/**
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* @return self::SCALE_TYPE_*
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*/
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public function getScaleType()
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{
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return $this->scaleType;
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}
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/**
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* Required. The type of the parameter.
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*
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* Accepted values: PARAMETER_TYPE_UNSPECIFIED, DOUBLE, INTEGER, CATEGORICAL,
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* DISCRETE
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*
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* @param self::TYPE_* $type
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*/
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public function setType($type)
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{
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$this->type = $type;
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}
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/**
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* @return self::TYPE_*
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*/
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public function getType()
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{
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return $this->type;
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}
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}
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// Adding a class alias for backwards compatibility with the previous class name.
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class_alias(GoogleCloudMlV1StudyConfigParameterSpec::class, 'Google_Service_CloudMachineLearningEngine_GoogleCloudMlV1StudyConfigParameterSpec');
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