The Monitoring tab is your centralized location for monitoring all your Apps and Entities within a given a project. Monitoring is broken down into 3 tabs, Data, Enrichments and Alerts
Data
The data tab provides a view of relevant data for the ingestion and processing of data within an Entity (or the App of the same name).
Use the drop down menu to select the Entity/App of interest and historic data will be updated.
- Click on the View selected entity link to jump to the Entity dashboard for the selected Entity.
- ROWS INGESTED displays the total number of items/rows ingested into Graft
- ROWS PROCESSED displays the total number of items with embeddings
Note it is possible that the number of processed rows is lower than ingested where there is no data available for a given item, For example, if you are processing a product catalogue with product images and one is missing
- ALERTS displays the number of alerts (all data & processing) in the last 24 hours
- CREATE NEW ALERT allows the user to create a new data alert
The middle portion of the screen displays ingest and processing events over the last 30 days. Mousing over the columns will displays the ingest and process values for that specific event
Enabling DISPLAY ALERTS will show any alerts over the same time period
The lower portion of the screen provides a recent sample (10) of ingested data which may be helpful to ensure there are no corruption issues
Enrichments
The Enrichments tab shows the current performance metrics for the selected enrichment.
Use the drop down menu to select the Enrichment of interest and current performance metrics will be displayed.
- Click on the View selected enrichment link to jump to the Enrichment dashboard for the selected Enrichment.
- ACCURACY displays the current model accuracy %
- % of predictions the model got right from the test set
- PRECISION displays the current model precision %
- % of those predicted to be a value that were correct
- RECALL displays the current model recall %
- out of all instances that are a value of those predictions what % are correct
- ALERTS displays the number of alerts (enrichment) in the last 24 hours
- CREATE NEW ALERT allows the user to create a new enrichment alert
The middle portion of the screen displays model training events over the last 30 days. Mousing over the event will display the number of items trained for that specific event
Enabling DISPLAY ALERTS will show any alerts over the same time period
The lower portion of the screen provides a class distribution in either tabular or graphical format (depending on the number of classes) on the left and a recent sample (10) of trained items on the right.
Alerts
The alerts tab provides a list of currently configured alerts within the project. Users are able to filter the alert list by type (Data, Enrichment) using the Type drop down. Date range is currently limited to 30 days. Clicking on Remove filters will display the entire list.
The table provides details for each configured alert including which Entity the alert relates to, the type and its last trigger date.
Useful links