Anomaly tests params
column_anomalies
Anomaly tests params
column_anomalies
models:
- name: this_is_a_model
tests:
- elementary.column_anomalies:
column_anomalies:
- null_count
- missing_count
- average
column_anomalies: [column monitors list]
Select which monitors to activate as part of the test.
- Default: default monitors
- Relevant tests:
all_column_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 |
zero_count | numeric |
zero_percent | numeric |
standard_deviation | numeric |
variance | numeric |
Opt-in monitors by type:
| Data quality metric | Column Type |
|---|---|
sum | numeric |
models:
- name: this_is_a_model
tests:
- elementary.column_anomalies:
column_anomalies:
- null_count
- missing_count
- average