Update a table monitor. — update_lakehouse

Updates a monitor for the specified table.

Usage

update_lakehouse_monitor(
  client,
  full_name,
  output_schema_name,
  baseline_table_name = NULL,
  custom_metrics = NULL,
  data_classification_config = NULL,
  inference_log = NULL,
  notifications = NULL,
  schedule = NULL,
  slicing_exprs = NULL,
  snapshot = NULL,
  time_series = NULL
)

lakehouseMonitorsUpdate(
  client,
  full_name,
  output_schema_name,
  baseline_table_name = NULL,
  custom_metrics = NULL,
  data_classification_config = NULL,
  inference_log = NULL,
  notifications = NULL,
  schedule = NULL,
  slicing_exprs = NULL,
  snapshot = NULL,
  time_series = NULL
)

Arguments

client: Required. Instance of DatabricksClient()
full_name: Required. Full name of the table.
output_schema_name: Required. Schema where output metric tables are created.
baseline_table_name: Name of the baseline table from which drift metrics are computed from.
custom_metrics: Custom metrics to compute on the monitored table.
data_classification_config: The data classification config for the monitor.
inference_log: Configuration for monitoring inference logs.
notifications: The notification settings for the monitor.
schedule: The schedule for automatically updating and refreshing metric tables.
slicing_exprs: List of column expressions to slice data with for targeted analysis.
snapshot: Configuration for monitoring snapshot tables.
time_series: Configuration for monitoring time series tables.

Details

The caller must either: 1. be an owner of the table's parent catalog 2. have USE_CATALOG on the table's parent catalog and be an owner of the table's parent schema 3. have the following permissions: - USE_CATALOG on the table's parent catalog - USE_SCHEMA on the table's parent schema - be an owner of the table.

Additionally, the call must be made from the workspace where the monitor was created, and the caller must be the original creator of the monitor.

Certain configuration fields, such as output asset identifiers, cannot be updated.