Class: Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb

Overview

Output from BatchPredictionJob for Model Monitoring baseline dataset, which can be used to generate baseline attribution scores.

Defined Under Namespace

Modules: PredictionFormat

Instance Attribute Summary collapse

Instance Attribute Details

#bigquery ⇒ ::Google::Cloud::AIPlatform::V1::BigQueryDestination

Returns BigQuery location for BatchExplain output.

Note: The following fields are mutually exclusive: bigquery, gcs. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Google::Cloud::AIPlatform::V1::BigQueryDestination) —

    BigQuery location for BatchExplain output.

    Note: The following fields are mutually exclusive: bigquery, gcs. If a field in that set is populated, all other fields in the set will automatically be cleared.



199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
 
# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 199

class ExplanationBaseline
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The storage format of the predictions generated BatchPrediction job.
  module PredictionFormat
    # Should not be set.
    PREDICTION_FORMAT_UNSPECIFIED = 0

    # Predictions are in JSONL files.
    JSONL = 2

    # Predictions are in BigQuery.
    BIGQUERY = 3
  end
end

#gcs ⇒ ::Google::Cloud::AIPlatform::V1::GcsDestination

Returns Cloud Storage location for BatchExplain output.

Note: The following fields are mutually exclusive: gcs, bigquery. If a field in that set is populated, all other fields in the set will automatically be cleared.

Returns:

  • (::Google::Cloud::AIPlatform::V1::GcsDestination) —

    Cloud Storage location for BatchExplain output.

    Note: The following fields are mutually exclusive: gcs, bigquery. If a field in that set is populated, all other fields in the set will automatically be cleared.



199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
 
# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 199

class ExplanationBaseline
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The storage format of the predictions generated BatchPrediction job.
  module PredictionFormat
    # Should not be set.
    PREDICTION_FORMAT_UNSPECIFIED = 0

    # Predictions are in JSONL files.
    JSONL = 2

    # Predictions are in BigQuery.
    BIGQUERY = 3
  end
end

#prediction_format ⇒ ::Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::ExplanationConfig::ExplanationBaseline::PredictionFormat

Returns The storage format of the predictions generated BatchPrediction job.

Returns:



199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
 
# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 199

class ExplanationBaseline
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The storage format of the predictions generated BatchPrediction job.
  module PredictionFormat
    # Should not be set.
    PREDICTION_FORMAT_UNSPECIFIED = 0

    # Predictions are in JSONL files.
    JSONL = 2

    # Predictions are in BigQuery.
    BIGQUERY = 3
  end
end