Class: Openlayer::Models::InferencePipelines::DataStreamParams::Config::TabularRegressionData

Inherits:
Internal::Type::BaseModel show all
Defined in:
lib/openlayer/models/inference_pipelines/data_stream_params.rb

Instance Attribute Summary collapse

Method Summary

Methods inherited from Internal::Type::BaseModel

#==, ==, #[], coerce, #deconstruct_keys, #deep_to_h, dump, fields, hash, #hash, inherited, #initialize, inspect, #inspect, known_fields, optional, recursively_to_h, required, #to_h, #to_json, #to_s, to_sorbet_type, #to_yaml

Methods included from Internal::Type::Converter

#coerce, coerce, #dump, dump, inspect, #inspect, meta_info, new_coerce_state, type_info

Methods included from Internal::Util::SorbetRuntimeSupport

#const_missing, #define_sorbet_constant!, #sorbet_constant_defined?, #to_sorbet_type, to_sorbet_type

Constructor Details

This class inherits a constructor from Openlayer::Internal::Type::BaseModel

Instance Attribute Details

#categorical_feature_names ⇒ Array<String>?

Array with the names of all categorical features in the dataset. E.g. [“Gender”, “Geography”].

Returns:

  • (Array<String>, nil) 


299
300
301
 
# File 'lib/openlayer/models/inference_pipelines/data_stream_params.rb', line 299

optional :categorical_feature_names,
Openlayer::Internal::Type::ArrayOf[String],
api_name: :categoricalFeatureNames

#feature_names ⇒ Array<String>?

Array with all input feature names.

Returns:

  • (Array<String>, nil) 


307
 
# File 'lib/openlayer/models/inference_pipelines/data_stream_params.rb', line 307

optional :feature_names, Openlayer::Internal::Type::ArrayOf[String], api_name: :featureNames

#inference_id_column_name ⇒ String?

Name of the column with the inference ids. This is useful if you want to update rows at a later point in time. If not provided, a unique id is generated by Openlayer.

Returns:

  • (String, nil) 


315
 
# File 'lib/openlayer/models/inference_pipelines/data_stream_params.rb', line 315

optional :inference_id_column_name, String, api_name: :inferenceIdColumnName

#latency_column_name ⇒ String?

Name of the column with the latencies.

Returns:

  • (String, nil) 


321
 
# File 'lib/openlayer/models/inference_pipelines/data_stream_params.rb', line 321

optional :latency_column_name, String, api_name: :latencyColumnName

#metadata ⇒ Object?

Object with metadata.

Returns:

  • (Object, nil) 


327
 
# File 'lib/openlayer/models/inference_pipelines/data_stream_params.rb', line 327

optional :metadata, Openlayer::Internal::Type::Unknown

#predictions_column_name ⇒ String?

Name of the column with the model’s predictions.

Returns:

  • (String, nil) 


333
 
# File 'lib/openlayer/models/inference_pipelines/data_stream_params.rb', line 333

optional :predictions_column_name, String, api_name: :predictionsColumnName

#target_column_name ⇒ String?

Name of the column with the targets (ground truth values).

Returns:

  • (String, nil) 


339
 
# File 'lib/openlayer/models/inference_pipelines/data_stream_params.rb', line 339

optional :target_column_name, String, api_name: :targetColumnName

#timestamp_column_name ⇒ String?

Name of the column with the timestamps. Timestamps must be in UNIX sec format. If not provided, the upload timestamp is used.

Returns:

  • (String, nil) 


346
 
# File 'lib/openlayer/models/inference_pipelines/data_stream_params.rb', line 346

optional :timestamp_column_name, String, api_name: :timestampColumnName