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Hyper-Datasets Page

Enterprise Feature

Hyper-Datasets are available under the ClearML Enterprise plan.

Use the Hyper-Datasets Page to navigate between and manage hyper-datasets.

You can view the Hyper-Datasets page in Project view Project view or in List view List view. In List view, all hyper-datasets are shown side-by-side. In Project view, hyper-datasets are organized according to their projects, and top-level projects are displayed. Click on a project card to view the project's hyper-datasets.

Click on a Hyper-Dataset card to open the dataset's version list, where you can view and manage the dataset versions' lineage and contents.

Filter page contents by specific fields Filter or through free form search Magnifying glass:

  • My Work - Show only hyper-datasets that you created
  • Tags - Choose which tags to filter by from a list of tags used in the hyper-datasets.
    • Filter by multiple tag values using the ANY or ALL options, which correspond to the logical "AND" and "OR" respectively. These options appear on the top of the tag list.
    • Filter by the absence of a tag (logical "NOT") by clicking its checkbox twice. An X will appear in the tag's checkbox.
  • User - Filter hyper-datasets by the user who created them.

Free form search queries hyper-dataset name, ID, tags, and project. To search using regex, click the .* icon on the search bar.

Hyper-Dataset page Hyper-Dataset page

Project Cards​

In Project view, project cards display a project's summarized hyper-dataset information:

Hyper-Dataset project card Hyper-Dataset project card

  • Project name
  • Number of hyper-datasets in project
  • Tags used by hyper-datasets in project

Click on a project card to view its hyper-datasets.

Hyper-Dataset Cards​

In List view, the Hyper-Dataset cards display summarized dataset information:

Hyper-Dataset card Hyper-Dataset card

  • Dataset name
  • Time since last update. Hover over elapsed time to view date of last update
  • User updating the Dataset
  • If the dataset contains dataset-level metadata, the card displays the Check mark Metadata indicator, which opens the Metadata editor on click
  • The number of versions in the Dataset
  • The total number of frames in all versions of the Dataset. If an asterisk (*) appears next to FRAMES, then you can hover over it and see the name of the version whose frames were last updated
  • The percentage of frames annotated in all versions of the Dataset. If an asterisk (*) appears next to ANNOTATED, then you can hover over it and see the name of the version whose frames were last annotated
  • If the Dataset version's status is Published, then the Dataset's top labels appear (colors are editable). If the Dataset version is Draft, then no labels appear
  • Tags
Change Label Color

To change the label color coding, hover over a label color, click the hand pointer, and then select a new color.

Hyper-Dataset Actions​

Click Menu on the top right of a dataset card to open its context menu and access dataset actions:

Hyper-Dataset context menu Hyper-Dataset context menu

  • Copy Dataset ID
  • View Dataset Schema - View the dataset's frame document schema. This shows the frames’ fields and their types.
  • Rename - Change the dataset's name
  • Add Tag - Add label to the dataset to help easily classify groups of datasets.
  • Edit Metadata - Modify dataset-level metadata. This will open the metadata edit window, where you can edit the section
  • Delete - Delete the dataset and all its versions.

    warning

    You cannot undo the deletion of a Hyper-Dataset.

  • Move to Project - Move the dataset to another project.

Create New Hyper-Datasets​

To create a Hyper-Dataset, click the + NEW DATASET button in the top right of the page, which will open a New Dataset modal.

Hyper-Dataset creation modal Hyper-Dataset creation modal

This creates a new Hyper-Dataset that contains a single, empty draft version.