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

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

Overview

Represents input parameters for a prediction job.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudMlV1PredictionInput

Returns a new instance of GoogleCloudMlV1PredictionInput.



2081
2082
2083
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2081

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

Instance Attribute Details

#batch_size ⇒ Fixnum

Optional. Number of records per batch, defaults to 64. The service will buffer batch_size number of records in memory before invoking one Tensorflow prediction call internally. So take the record size and memory available into consideration when setting this parameter. Corresponds to the JSON property batchSize

Returns:

  • (Fixnum) 


2007
2008
2009
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2007

def batch_size
  @batch_size
end

#data_format ⇒ String

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

Returns:

  • (String) 


2012
2013
2014
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2012

def data_format
  @data_format
end

#input_paths ⇒ Array<String>

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

Returns:

  • (Array<String>) 


2018
2019
2020
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2018

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) 


2024
2025
2026
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2024

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/YOUR_PROJECT/models/ YOUR_MODEL" Corresponds to the JSON property modelName

Returns:

  • (String) 


2031
2032
2033
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2031

def model_name
  @model_name
end

#output_data_format ⇒ String

Optional. Format of the output data files, defaults to JSON. Corresponds to the JSON property outputDataFormat

Returns:

  • (String) 


2036
2037
2038
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2036

def output_data_format
  @output_data_format
end

#output_path ⇒ String

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

Returns:

  • (String) 


2041
2042
2043
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2041

def output_path
  @output_path
end

#region ⇒ String

Required. The Google Compute Engine region to run the prediction job in. See the available regions for AI Platform services. Corresponds to the JSON property region

Returns:

  • (String) 


2047
2048
2049
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2047

def region
  @region
end

#runtime_version ⇒ String

Optional. The AI Platform runtime version to use for this batch prediction. If not set, AI Platform 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) 


2056
2057
2058
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2056

def runtime_version
  @runtime_version
end

#signature_name ⇒ String

Optional. The name of the signature defined in the SavedModel to use for this job. Please refer to SavedModel for information about how to use signatures. Defaults to DEFAULT_SERVING_SIGNATURE_DEF_KEY , which is "serving_default". Corresponds to the JSON property signatureName

Returns:

  • (String) 


2065
2066
2067
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2065

def signature_name
  @signature_name
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) 


2071
2072
2073
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2071

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/YOUR_PROJECT/models/YOUR_MODEL/versions/ YOUR_VERSION" Corresponds to the JSON property versionName

Returns:

  • (String) 


2079
2080
2081
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2079

def version_name
  @version_name
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



2086
2087
2088
2089
2090
2091
2092
2093
2094
2095
2096
2097
2098
2099
 
# File 'lib/google/apis/ml_v1/classes.rb', line 2086

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