A flexible UI for exploring model behavior.
The Gantry Dashboard
The dashboard summary page provides an overview of metrics, events, and triggered alerts by application.
Associated with each application is a chart that denotes the quantity of data ingested along with the timestamp.
NOTE: The default data time window that is retrieved is set for 1 day across all applications.
Let’s get more insights into the data that you’ve passed to Gantry! Click on an Application to see more.
The page for a new application may look like the one above. You can add metrics easily. Below, you can find the overview page for an application with favorite metrics configured and triggered alerts.
The application overview page shows your favorited metrics and summaries of triggered, open alerts. This page has metrics already configured. You can add them easily from here by scrolling down to "add favorite metrics".
You can click on the Ingestion panel in the upper left to go to the jobs page to check on batches and backfills.
Now, click on the Explore button on the left sidebar, just below the currently-selected overview button, to explore your data.
The Explore page
The Explore page has three main areas.
The top bar is for filtering, comparing, and grouping the data in your application: creating views.
The middle area is a timeline of the records in your application over the selected time interval, as filtered by the current view.
The bottom area has three tabs: Data, Distributions, and Timeline.
We'll talk about those three areas, first, before we talk about creating views of data.
The smart data viewer shows you the records in the currently filtered view of your application's data. You can click or brush in the histograms of the data viewer's headers to quickly filter by particular values.
We'll show you how to set up more complex filters in the creating views section, below.
On the right hand side of the Data tab, you'll find controls that allow you to easily configure columns in the data table and download your data for analysis.
You can view the the distributions of your data, grouped by inputs, outputs, feedback, and projections, in this tab. It also has a show/hide selector which allows you to view only the fields you want to focus on.
The timeline tab is where you can create and configure metrics to help you understand model performance. For a new application, it may have some metrics that Gantry has inferred may be useful due to your input, output, feedback, and prediction datatypes.
You can create your own metrics by clicking on the "New chart" button on the right and following the prompts.
Along the top of the Explore page is is the view creation bar. You can filter, group, and compare your data with views.
First, select the version of your application you wish to examine. You can then select filter fields, time interval, and a way to group the data, as shown below.
Saving and comparing views
Now we can save this view and make it a baseline for comparison.
Clicking "Compare to a baseline" will shift the currently active view to the baseline and allow you to set the filters easily for comparison.
Updated 21 days ago