Class ModelDeploymentMonitoringBigQueryTable (1.36.4)

  ModelDeploymentMonitoringBigQueryTable 
 ( 
 mapping 
 = 
 None 
 , 
 * 
 , 
 ignore_unknown_fields 
 = 
 False 
 , 
 ** 
 kwargs 
 ) 
 

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

Attributes

Name
Description
bigquery_table_path
str
The created BigQuery table to store logs. Customer could do their own query & analysis. Format: bq://

Classes

LogSource

  LogSource 
 ( 
 value 
 ) 
 

Indicates where does the log come from.

Values: LOG_SOURCE_UNSPECIFIED (0): Unspecified source. TRAINING (1): Logs coming from Training dataset. SERVING (2): Logs coming from Serving traffic.

LogType

  LogType 
 ( 
 value 
 ) 
 

Indicates what type of traffic does the log belong to.

Values: LOG_TYPE_UNSPECIFIED (0): Unspecified type. PREDICT (1): Predict logs. EXPLAIN (2): Explain logs.

Methods

ModelDeploymentMonitoringBigQueryTable

  ModelDeploymentMonitoringBigQueryTable 
 ( 
 mapping 
 = 
 None 
 , 
 * 
 , 
 ignore_unknown_fields 
 = 
 False 
 , 
 ** 
 kwargs 
 ) 
 

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