Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

Specification message containing the config for this SliceSpec. When kind is selected as value and/or range, only a single slice will be computed. When all_values is present, a separate slice will be computed for each possible label/value for the corresponding key in config. Examples, with feature zip_code with values 12345, 23334, 88888 and feature country with values "US", "Canada", "Mexico" in the dataset: Example 1: "zip_code": "value": " float_value": 12345.0 A single slice for any data with zip_code 12345 in the dataset. Example 2: "zip_code": "range": "low": 12345, "high": 20000 A single slice containing data where the zip_codes between 12345 and 20000 For this example, data with the zip_code of 12345 will be in this slice. Example 3: "zip_code": "range": "low": 10000, "high": 20000 , " country": "value": "string_value": "US" A single slice containing data where the zip_codes between 10000 and 20000 has the country "US". For this example, data with the zip_code of 12345 and country "US" will be in this slice. Example 4: "country":"all_values": "value": true Three slices are computed, one for each unique country in the dataset. Example 5: " country": "all_values": "value": true , "zip_code": "value": " float_value": 12345.0 Three slices are computed, one for each unique country in the dataset where the zip_code is also 12345. For this example, data with zip_code 12345 and country "US" will be in one slice, zip_code 12345 and country "Canada" in another slice, and zip_code 12345 and country "Mexico" in another slice, totaling 3 slices.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig

Returns a new instance of GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecSliceConfig.



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15477

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#all_values ⇒ Boolean Also known as: all_values?

If all_values is set to true, then all possible labels of the keyed feature will have another slice computed. Example: "all_values":`"value":true Corresponds to the JSON propertyallValues`

Returns:

  • (Boolean) 


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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15464

def all_values
  @all_values
end

#range ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecRange

A range of values for slice(s). low is inclusive, high is exclusive. Corresponds to the JSON property range

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15470

def range
  @range
end

#value ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1ModelEvaluationSliceSliceSliceSpecValue

Single value that supports strings and floats. Corresponds to the JSON property value

Returns:



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15475

def value
  @value
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1/classes.rb', line 15482

def update!(**args)
  @all_values = args[:all_values] if args.key?(:all_values)
  @range = args[:range] if args.key?(:range)
  @value = args[:value] if args.key?(:value)
end