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Dataviews Table |
Dataviews appear in the same Project as the experiment that stored the Dataview in the ClearML Enterprise platform, as well as the DATAVIEWS tab in the All Projects page.
The Dataviews table is a customizable list of Dataviews associated with a project. Use it to view, create, and edit Dataviews in the info panel. Dataview tables can be filtered by name or name fragments and / or ID, by using the search bar.
The Dataviews table columns in their default order are below. Dynamically order the columns by dragging a column heading to a new position.
- DATAVIEW - Dataview name.
- USER - User creating the Dataview.
- CREATED - Elapsed time since the Dataview was created.
- DESCRIPTION
Customizing the Dataviews table
The Dataviews table can be customized. Changes are persistent (cached in the browser), and represented in the URL. Save customized settings in a browser bookmark, and share the URL with teammates.
Customize any combination of the following:
- Dynamic column ordering - Drag a column title to a different position.
- Filter by user
- Sort columns - By experiment name and / or elapsed time since creation.
- Column autofit - In the column heading, double click a resizer (column separator).
Viewing, adding, and editing Dataviews
To view, add, or edit a Dataview:
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Do one of the following:
- Create a new Dataview - Click + NEW DATAVIEW.
- View or edit a Dataview - In the Dataview table, click the Dataview.
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To edit sections of the Dataview, follow the steps on the "Modifying Dataviews" page for the following:
- Selecting Dataset versions
- Filtering frames
- Mapping labels (label translation) (if appropriate for the data and experiment)
- Label enumeration
- Data augmentation (if appropriate for the data and experiment)
- Iteration controls
Cloning Dataviews
Create an exact editable copy of a Dataview. For example, when tuning an experiment, clone a Dataview to apply the same frame filters to different Dataset versions.
To clone a Dataview:
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Do one of the following:
- In the Dataview table, right click a Dataview and then click Clone.
- If the info panel is opened, click (menu) and then click Clone.
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Select a project or accept the current project, enter a name, and optionally enter a description
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Click CLONE.
Archiving Dataviews
Archive Dataviews to more easily manage current work. Archived Dataviews do not appear on the active Dataviews table. They only appear in the archive. After archiving, the Dataview can be restored from the archive later.
To archive a Dataview:
- In the Dataview table:
- Archive one Dataview - Right click the Dataview > Archive.
- Archive multiple Dataviews - Select the Dataview checkboxes > In the footer menu that appears at the bottom of the page, click ARCHIVE.
- In the Dataview info panel - Click (menu) > ARCHIVE.
To restore a Dataview:
- Go to the Dataview table of the archived Dataview or of the All Projects page
- Click OPEN ARCHIVE
- Do any of the following:
- In the Dataview table:
- Restore one Dataview - Right click the Dataview > Restore.
- Restore multiple Dataviews - Select the Dataview checkboxes > Restore.
- In the info panel, restore one Dataview - Click (menu) > Restore.
- In the Dataview table: