This Document describe the built-in metrics that are available in the library.
| Metric Name | Available | Description | Comment |
|---|---|---|---|
| Null count | Yes | Counts the number of null records in a dataset given a column. | |
| Null count over window | No | Counts the number of null records within a specified window of time in the dataset given a column. | |
| Non null count | No | Counts the number of non-null records in a dataset given a column. | |
| Non null count over window | No | Counts the number of non-null records within a specified window of time in the dataset given a column. | |
| Total count | No | Counts the total number of records in a dataset. | |
| Total count over window | No | Counts the total number of records within a specified window of time in the dataset. | |
| Count distinct | No | Counts the number of distinct records in a dataset given a set of columns. | |
| Count duplicate | No | Counts the number of duplicate records in a dataset given a set of columns. | |
| z-score | No | Calculates the z-score for records in a dataset given a column. |