column_anomalies

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

test

models:
  - name: this_is_a_model
    tests:
      - elementary.column_anomalies:
          column_anomalies:
            - null_count
            - missing_count
            - average

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