Add timestamp
Each Report run has a single timestamp. By default, Evidently assignsdatetime.now()
as the run time based on the user’s time zone.
You can also specify a custom timestamp by passing it to the run()
method:
Add tags and metadata
You can addtags
and metadata
to Reports to support search and ease of filtering. Tags also let you visualize data from specific subsets of Reports on monitoring Panels.
Use tags in the following scenarios:
- Mark evaluation runs by model version, prompt version, or test scenario.
- Indicate status: production, shadow, champion/challenger, A/B versions.
- Identify Reports by geography, use case, user segment, or role.
- Tag based on reference dataset windows (for example, weekly vs. monthly drift comparisons)
- Highlight Reports with a specific role, such as datasheet or model card.
model_id
, reference_id
, batch_size
, dataset_id
: