Anomaly tests params
column_anomalies
column_anomalies: [column monitors list]
Select which monitors to activate as part of the test.
- Default: default monitors
- Relevant tests:
all_columns_anomalies
,column_anomalies
- Configuration level: test
Supported column monitors
Default monitors by type:
Data quality metric | Column Type |
---|---|
null_count | any |
null_percent | any |
min_length | string |
max_length | string |
average_length | string |
missing_count | string |
missing_percent | string |
min | numeric |
max | numeric |
average | numeric |
zero_count | numeric |
zero_percent | numeric |
standard_deviation | numeric |
variance | numeric |
Opt-in monitors by type:
Data quality metric | Column Type |
---|---|
sum | numeric |