Class: Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringBigQueryTable

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

Overview

ModelDeploymentMonitoringBigQueryTable specifies the BigQuery table name as well as some information of the logs stored in this table.

Defined Under Namespace

Modules: LogSource, LogType

Instance Attribute Summary collapse

Instance Attribute Details

#bigquery_table_path ⇒ ::String

Returns The created BigQuery table to store logs. Customer could do their own query & analysis. Format: bq://<project_id>.model_deployment_monitoring_<endpoint_id>.<tolower(log_source)>_<tolower(log_type)>.

Returns:

  • (::String) —

    The created BigQuery table to store logs. Customer could do their own query & analysis. Format: bq://<project_id>.model_deployment_monitoring_<endpoint_id>.<tolower(log_source)>_<tolower(log_type)>



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# File 'proto_docs/google/cloud/aiplatform/v1/model_deployment_monitoring_job.rb', line 209

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

  # Indicates where does the log come from.
  module LogSource
    # Unspecified source.
    LOG_SOURCE_UNSPECIFIED = 0

    # Logs coming from Training dataset.
    TRAINING = 1

    # Logs coming from Serving traffic.
    SERVING = 2
  end

  # Indicates what type of traffic does the log belong to.
  module LogType
    # Unspecified type.
    LOG_TYPE_UNSPECIFIED = 0

    # Predict logs.
    PREDICT = 1

    # Explain logs.
    EXPLAIN = 2
  end
end

#log_source ⇒ ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringBigQueryTable::LogSource

Returns The source of log.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/model_deployment_monitoring_job.rb', line 209

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

  # Indicates where does the log come from.
  module LogSource
    # Unspecified source.
    LOG_SOURCE_UNSPECIFIED = 0

    # Logs coming from Training dataset.
    TRAINING = 1

    # Logs coming from Serving traffic.
    SERVING = 2
  end

  # Indicates what type of traffic does the log belong to.
  module LogType
    # Unspecified type.
    LOG_TYPE_UNSPECIFIED = 0

    # Predict logs.
    PREDICT = 1

    # Explain logs.
    EXPLAIN = 2
  end
end

#log_type ⇒ ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringBigQueryTable::LogType

Returns The type of log.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/model_deployment_monitoring_job.rb', line 209

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

  # Indicates where does the log come from.
  module LogSource
    # Unspecified source.
    LOG_SOURCE_UNSPECIFIED = 0

    # Logs coming from Training dataset.
    TRAINING = 1

    # Logs coming from Serving traffic.
    SERVING = 2
  end

  # Indicates what type of traffic does the log belong to.
  module LogType
    # Unspecified type.
    LOG_TYPE_UNSPECIFIED = 0

    # Predict logs.
    PREDICT = 1

    # Explain logs.
    EXPLAIN = 2
  end
end

#request_response_logging_schema_version ⇒ ::String (readonly)

Returns Output only. The schema version of the request/response logging BigQuery table. Default to v1 if unset.

Returns:

  • (::String) —

    Output only. The schema version of the request/response logging BigQuery table. Default to v1 if unset.



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# File 'proto_docs/google/cloud/aiplatform/v1/model_deployment_monitoring_job.rb', line 209

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

  # Indicates where does the log come from.
  module LogSource
    # Unspecified source.
    LOG_SOURCE_UNSPECIFIED = 0

    # Logs coming from Training dataset.
    TRAINING = 1

    # Logs coming from Serving traffic.
    SERVING = 2
  end

  # Indicates what type of traffic does the log belong to.
  module LogType
    # Unspecified type.
    LOG_TYPE_UNSPECIFIED = 0

    # Predict logs.
    PREDICT = 1

    # Explain logs.
    EXPLAIN = 2
  end
end