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