Class: Google::Apis::MlV1::GoogleCloudMlV1PredictionInput

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
generated/google/apis/ml_v1/classes.rb,
generated/google/apis/ml_v1/representations.rb,
generated/google/apis/ml_v1/representations.rb

Overview

Represents input parameters for a prediction job.

Instance Attribute Summary collapse

Instance Method Summary collapse

Methods included from Core::JsonObjectSupport

#to_json

Methods included from Core::Hashable

process_value, #to_h

Constructor Details

#initialize(**args) ⇒ GoogleCloudMlV1PredictionInput

Returns a new instance of GoogleCloudMlV1PredictionInput



775
776
777
 
# File 'generated/google/apis/ml_v1/classes.rb', line 775

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

Instance Attribute Details

#data_format ⇒ String

Required. The format of the input data files. Corresponds to the JSON property dataFormat

Returns:

  • (String) 


758
759
760
 
# File 'generated/google/apis/ml_v1/classes.rb', line 758

def data_format
  @data_format
end

#input_paths ⇒ Array<String>

Required. The Google Cloud Storage location of the input data files. May contain wildcards. Corresponds to the JSON property inputPaths

Returns:

  • (Array<String>) 


773
774
775
 
# File 'generated/google/apis/ml_v1/classes.rb', line 773

def input_paths
  @input_paths
end

#max_worker_count ⇒ Fixnum

Optional. The maximum number of workers to be used for parallel processing. Defaults to 10 if not specified. Corresponds to the JSON property maxWorkerCount

Returns:

  • (Fixnum) 


747
748
749
 
# File 'generated/google/apis/ml_v1/classes.rb', line 747

def max_worker_count
  @max_worker_count
end

#model_name ⇒ String

Use this field if you want to use the default version for the specified model. The string must use the following format: "projects/<var>[YOUR_PROJECT]</var>/models/<var>[YOUR_MODEL]</var>" Corresponds to the JSON property modelName

Returns:

  • (String) 


736
737
738
 
# File 'generated/google/apis/ml_v1/classes.rb', line 736

def model_name
  @model_name
end

#output_path ⇒ String

Required. The output Google Cloud Storage location. Corresponds to the JSON property outputPath

Returns:

  • (String) 


741
742
743
 
# File 'generated/google/apis/ml_v1/classes.rb', line 741

def output_path
  @output_path
end

#region ⇒ String

Required. The Google Compute Engine region to run the prediction job in. Corresponds to the JSON property region

Returns:

  • (String) 


720
721
722
 
# File 'generated/google/apis/ml_v1/classes.rb', line 720

def region
  @region
end

#runtime_version ⇒ String

Optional. The Google Cloud ML runtime version to use for this batch prediction. If not set, Google Cloud ML will pick the runtime version used during the CreateVersion request for this model version, or choose the latest stable version when model version information is not available such as when the model is specified by uri. Corresponds to the JSON property runtimeVersion

Returns:

  • (String) 


767
768
769
 
# File 'generated/google/apis/ml_v1/classes.rb', line 767

def runtime_version
  @runtime_version
end

#uri ⇒ String

Use this field if you want to specify a Google Cloud Storage path for the model to use. Corresponds to the JSON property uri

Returns:

  • (String) 


753
754
755
 
# File 'generated/google/apis/ml_v1/classes.rb', line 753

def uri
  @uri
end

#version_name ⇒ String

Use this field if you want to specify a version of the model to use. The string is formatted the same way as model_version, with the addition of the version information: "projects/<var>[YOUR_PROJECT]</var>/models/<var>YOUR_MODEL/versions/<var>[ YOUR_VERSION]</var>" Corresponds to the JSON property versionName

Returns:

  • (String) 


729
730
731
 
# File 'generated/google/apis/ml_v1/classes.rb', line 729

def version_name
  @version_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



780
781
782
783
784
785
786
787
788
789
790
 
# File 'generated/google/apis/ml_v1/classes.rb', line 780

def update!(**args)
  @region = args[:region] if args.key?(:region)
  @version_name = args[:version_name] if args.key?(:version_name)
  @model_name = args[:model_name] if args.key?(:model_name)
  @output_path = args[:output_path] if args.key?(:output_path)
  @max_worker_count = args[:max_worker_count] if args.key?(:max_worker_count)
  @uri = args[:uri] if args.key?(:uri)
  @data_format = args[:data_format] if args.key?(:data_format)
  @runtime_version = args[:runtime_version] if args.key?(:runtime_version)
  @input_paths = args[:input_paths] if args.key?(:input_paths)
end