Update documentation (#368)
@ -101,5 +101,5 @@ The following is an example of preview metadata.
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Here's an example of Previews in the ClearML Enterprise WebApp (UI). Each thumbnail is a Preview.
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@ -1,66 +1,57 @@
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---
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title: Datasets Page
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title: Hyper-Datasets Page
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---
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The Datasets page offers the following functionalities:
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* Managing the ClearML Enterprise **Datasets** and **versions**, which connect raw data to the ClearML Enterprise platform
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* Using ClearML Enterprise's Git-like Dataset versioning features
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* Managing SingleFrames and FrameGroups.
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Use the Hyper-Datasets Page to navigate between and manage hyper-datasets.
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Click on a Hyper-Dataset card to open the dataset’s [version list](webapp_datasets_versioning.md), where you can view
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and manage the dataset versions' lineage and contents.
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## Dataset Cards
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## Hyper-Dataset Cards
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The Hyper-Dataset cards display summarized dataset information:
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Dataset cards show summary information about versions:
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* Dataset name
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* Elapsed time since the last update. Hover over elapsed time and view date of last update.
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* Time since last update. Hover over elapsed time to view date of last update
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* User updating the Dataset
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* If the dataset contains dataset-level metadata, the card displays the <img src="/docs/latest/icons/ico-status-completed.svg" alt="Check mark" className="icon size-md space-sm" />
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`Metadata` indicator, which is also a shortcut to [edit the Dataset's metadata](#editing-dataset-level-metadata)
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`Metadata` indicator, which opens the Metadata editor on click
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* The number of versions in the Dataset
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* 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.
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* 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.
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* 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
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* 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
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* If the Dataset version's status is *Published*, then the Dataset's top labels appear (colors are editable). If the
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Dataset version is *Draft*, then no labels appear.
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Dataset cards allow you to open a specific Dataset to perform Dataset versioning and frames management.
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Dataset version is *Draft*, then no labels appear
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* Tags
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:::note Change Label Color
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To change the label color coding, hover over a label color, click the hand pointer, and then select a new color.
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:::
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### Renaming a Dataset
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1. Click <img src="/docs/latest/icons/ico-bars-menu.svg" alt="Bars menu" className="icon size-md space-sm" />
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1. Click **Rename** <img src="/docs/latest/icons/ico-edit.svg" alt="Edit pencil" className="icon size-md space-sm" />
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1. Edit the name
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1. Click <img src="/docs/latest/icons/ico-save.svg" alt="Check mark" className="icon size-md space-sm" />
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### Hyper-Dataset Actions
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### Editing Dataset-level Metadata
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To edit the dataset-level metadata
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1. Open the metadata edit window in one the following ways:
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* Click <img src="/docs/latest/icons/ico-status-completed.svg" alt="Check mark" className="icon size-md space-sm" />
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`Metadata`
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* Click <img src="/docs/latest/icons/ico-bars-menu.svg" alt="Bars menu" className="icon size-md space-sm" />, then click **Edit Metadata** <img src="/docs/latest/icons/ico-metadata.svg" alt="Edit metadata" className="icon size-md space-sm" />
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1. Edit the section contents (JSON format)
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1. Click **OK**
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Click <img src="/docs/latest/icons/ico-bars-menu.svg" alt="Menu" className="icon size-md space-sm" /> on the top right
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of a dataset card to open its context menu and access dataset actions:
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<div class="max-w-50">
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## Creating New Datasets
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</div>
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Create a new Dataset which will contain one version named `Current`. The new version will not contain any frames.
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* **Rename** - Change the dataset’s name
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* **Add Tag** - Add label to the dataset to help easily classify groups of datasets.
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* **Edit Metadata** - Modify dataset-level metadata. This will open the metadata edit window, where you can edit the section
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* Click **+ NEW DATASET** **>** Enter a name and optionally a description **>** **CREATE DATASET**.
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## Create New Hyper-Datasets
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To create a new Hyper-Dataset, click the **+ NEW DATASET** button in the top right of the page, which will open a
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**New Dataset** modal.
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## Sort Datasets
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* In **RECENT**, choose either:
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* **RECENT** - Sort by update time
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* **NAME** - Sort alphabetically by Dataset name.
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This creates a new Hyper-Dataset that contains a single, empty draft version.
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@ -7,7 +7,7 @@ of frames and enables viewing SingleFrames and FramesGroups, and edit SingleFram
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Before opening the frame viewer, you can filter the frames by applying [simple](#simple-frame-filtering) or [advanced](#advanced-frame-filtering)
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filtering logic.
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## Frame Viewer
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@ -5,138 +5,57 @@ title: Dataset Versions
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Use the Dataset versioning WebApp (UI) features for viewing, creating, modifying, and
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deleting [Dataset versions](../dataset.md#dataset-versioning).
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## Dataset Version History
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The WebApp (UI) presents your dataset version structure in [simple view](#simple-view) or [advanced view](#advanced-view),
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depending on the structure implemented.
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The WebApp (UI) presents your dataset version structure in list view <img src="/docs/latest/icons/ico-list-view.svg" alt="List view" className="icon size-md space-sm" />
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or tree view <img src="/docs/latest/icons/ico-tree-view.svg" alt="Tree view" className="icon size-md space-sm" />.
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The list view lists the dataset's versions chronologically by last update time.
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The tree view shows the lineage of the dataset's versions.
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Use the search bar to find specific versions. You can query by version name or version description. The search returns
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all versions that match the query.
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In advanced view, parent versions that do not match the query where a child version does appear in a muted color.
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In tree view, parent versions that do not match the query where a child version does appear in a muted color.
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## Simple View
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While your dataset maintains a simple (linear) [version structure](../dataset.md#dataset-version-structure), the WebApp
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(UI) will present the version history as a table of historic snapshots:
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### Version Actions
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Access dataset version actions, by right clicking a version, or through the menu button <img src="/docs/latest/icons/ico-dots-v-menu.svg" alt="Dot menu" className="icon size-md space-sm" /> (available on hover).
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### Creating Snapshots
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* **Rename** - Change the version’s name
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* **Create New Version** - Creates a child version of a *Published* dataset version. The new version is created in a *draft*
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state, and inherits all the parent version's frames
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* **Delete** - Delete the version. Only *Draft* versions can be deleted.
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* **Publish** - Make a *Draft* version read-only to preserve its contents.
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## Version Data
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A selected dataset version's information and contents are presented on the main section of the page, to the right of
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the dataset's version list.
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To create a snapshot, you must be in the simple (version table) view.
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The version information is presented in the following tabs:
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* [Frames](#frames)
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* [Statistics](#statistics)
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* [Metadata](#metadata)
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* [Info](#info)
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## Frames
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The **Frames** tab displays the contents of the selected dataset version.
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**To create a snapshot, do the following:**
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1. Click **+ CREATE SNAPSHOT**.
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1. Enter a version name, and optionally a description.
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1. Click **CREATE**.
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:::note VERSION BROWSING
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Snapshots are always taken of the current version. If you are currently viewing a previous snapshot, click
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**RETURN TO CURRENT VERSION** to make snapshot creation available.
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:::
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You can view your dataset’s explicit version structure and create a more complex structure by switching to the advanced
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view.
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### Modifying Snapshot Name
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To modify a Dataset version name:
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1. Click the snapshot name on the top left of the dataset page
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1. Edit the name,
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1. Click <img src="/docs/latest/icons/ico-save.svg" alt="check" className="icon size-md space-sm" /> (check).
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## Advanced View
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When employing a non-trivial [version structure](../dataset.md#dataset-version-structure) of your dataset, the WebApp
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(UI) presents the version history as a tree of versions.
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### Creating Versions
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**To create a child version, do the following:**
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1. Click the (parent) version from which to create a child (inherit all frames).
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1. Click **+ CREATE NEW VERSION**.
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1. Enter a version name, and optionally a description.
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1. Click **CREATE**.
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### Publishing Versions
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Publish (make read-only) any Dataset version whose status is *Draft*. If you publish a dataset's current version, the
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dataset's structure will no longer be considered a simple version structure.
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**To publish a version, do the following:**
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1. Click the version to publish.
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1. Click **PUBLISH**.
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1. Click **PUBLISH** again to confirm.
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### Modifying Version Names
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**To modify a Dataset version name:**
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1. Click the dataset version name on the top left of the dataset page
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1. Edit the name,
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1. Click <img src="/docs/latest/icons/ico-save.svg" alt="check" className="icon size-md space-sm" /> (check).
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### Deleting Versions
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You can delete versions whose status is *Draft*.
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1. Click the version to delete.
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1. Click **DELETE**.
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1. Click **DELETE** again to confirm.
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## Version Information
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Additional information about the selected dataset version is presented below the version selection panel in collapsible
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panels:
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### Version Info Panel
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Provides general version information:
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* Version ID
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* Dataset ID
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* Dataset name
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* Status (*Draft* or *Published*)
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* Creating user
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* Version update time
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* Version description.
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**To modify a version description, do the following:**
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1. Expand the **INFO** area
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1. Hover over the **Description** element
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1. Click <img src="/docs/latest/icons/ico-edit.svg" alt="Edit pencil" className="icon size-md space-sm" />
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1. Edit the description
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1. Click <img src="/docs/latest/icons/ico-save.svg" alt="Check mark" className="icon size-md space-sm" /> (check)
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### Version Metadata Panel
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Any version specific metadata, in JSON format.
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The content icon color signifies whether any metadata is currently accompanying the dataset version.
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**To edit a version's metadata:**
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1. Click <img src="/docs/latest/icons/ico-metadata.svg" alt="Edit metadata" className="icon size-md space-sm" /> on the
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**VERSION METADATA** panel to open the edit window
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1. Edit the section contents (JSON format)
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1. Click **OK**
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### Version Label Statistics Panel
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Label usage stats for this dataset version.
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* Each label is listed along with the number of times it was used in the version
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* The pie chart visualizes these stats. Hover over a chart slice and its associated label and usage
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percentage will appear at the center of the chart.
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## Version Frame Browser
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The **Version Frame Browser** displays a preview of the contents of the selected dataset version.
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View the version's frames as thumbnails or in a table. Use the view toggle to switch between thumbnail
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View the version's frames as thumbnail previews or in a table. Use the view toggle to switch between thumbnail
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view <img src="/docs/latest/icons/ico-grid-view.svg" alt="thumbnail view" className="icon size-md space-sm" /> and
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table view <img src="/docs/latest/icons/ico-table-view.svg" alt="table view" className="icon size-md space-sm" /> .
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Use the thumbnail view for a visual preview of the version's frames:
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Use the thumbnail view for a visual preview of the version's frames. You can increase <img src="/docs/latest/icons/ico-zoom-in.svg" alt="Zoom in" className="icon size-md space-sm" />
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and decrease <img src="/docs/latest/icons/ico-zoom-out.svg" alt="Zoom out" className="icon size-md space-sm" /> the size of
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the previews.
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@ -145,14 +64,12 @@ for column customization options.
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The dataset version's frames can be filtered by multiple criteria. The resulting frames can be exported as a JSON file.
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The dataset version can be filtered by multiple criteria. The resulting frames can be exported as a JSON file.
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To view further details about a specific frame, click on its preview, which will open the [Frame Viewer](webapp_datasets_frames.md#frame-viewer).
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To view the details of a specific frame, click on its preview, which will open the [Frame Viewer](webapp_datasets_frames.md#frame-viewer).
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### Simple Frame Filtering
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Simple frame filtering applies one annotation object (ROI) label and returns frames containing at least one annotation
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with that label.
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Simple frame filtering returns frames containing at least one annotation with a specified label.
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**To apply a simple frame filter,** select a label from the **LABEL FILTER** list.
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@ -160,7 +77,7 @@ with that label.
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<summary className="cml-expansion-panel-summary">Simple filter example</summary>
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<div className="cml-expansion-panel-content">
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* The **version browser** in the image below contains 101 frames.
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* The **FRAMES** tab in the image below contains 101 frames.
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@ -174,15 +91,15 @@ with that label.
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### Advanced Frame Filtering
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Advanced frame filtering applies sophisticated filtering logic, which is composed of as many frame filters as needed,
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where each frame filter can be a combination of ROI, frame, and source rules.
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Alternatively, a combination of ROI, frame, and source rules can be specified to apply more elaborate and specific
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filters.
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* ROI rules use include and exclude logic to match frames by ROI label; an ROI label can match frames containing at least
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one annotation object (ROI) with all labels in the rule.
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* Frame rules and source rules use Lucene queries with AND, OR, and NOT logic. Frame rules apply to frame metadata.
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* Source rules apply to frame source information.
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**To apply advanced filters:**
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1. In the **Version Browser**, click **Switch to advanced filters**.
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1. In the **FRAMES** tab, click **Advanced filters**.
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1. In a **FRAME FILTER**, create one of the following rules:
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* ROI rule
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* Choose **Include** or **Exclude**, select ROI labels, and optionally set the confidence level range.
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@ -190,7 +107,10 @@ where each frame filter can be a combination of ROI, frame, and source rules.
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* Frame rule - Enter a Lucene query using frame metadata fields in the format `meta.<key>:<value>`.
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* Source rule - Enter a Lucene query using frame metadata fields in the format `sources.<key>:<value>`.
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#### Filtering Examples
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To clear all filters click <img src="/docs/latest/icons/ico-filter-reset.svg" alt="Clear filters" className="icon size-md" />.
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### Filtering Examples
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<details className="cml-expansion-panel screenshot">
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<summary className="cml-expansion-panel-summary">ROI Rules</summary>
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@ -274,3 +194,41 @@ Choose the `Default preview source` option to present the first available source
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If a FrameGroup doesn't have the selected preview source, the preview displays the "Source not available" message.
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:::
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## Statistics
|
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The **Statistics** tab displays a dataset version's label usage stats.
|
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* Each label is listed along with the number of times it was used in the version
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* The pie chart visualizes these stats. Hover over a chart slice and its associated label and usage
|
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percentage will appear at the center of the chart.
|
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|
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|
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## Metadata
|
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The **Metadata** tab presents any additional metadata that has been attached to the dataset version.
|
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**To edit a version's metadata,**
|
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1. Hover over the metadata box and click on the **EDIT** button
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1. Edit the section contents (JSON format)
|
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1. Click **OK**
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|
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|
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## Info
|
||||
|
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The **Info** tab presents a version's general information:
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* Version ID
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* Version name
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* Dataset ID
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* Dataset name
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* Dataset description
|
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* Dataset tags
|
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* Status (*Draft* or *Published*)
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* Creating user
|
||||
* Version update time
|
||||
* Number of frames
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* Percentage of annotated frames
|
||||
* Version description (editable, hover over element and click <img src="/docs/latest/icons/ico-edit.svg" alt="Edit pencil" className="icon size-md space-sm" />)
|
||||
|
||||

|
||||
|
||||
|
@ -17,7 +17,7 @@ In an experiment's page, go to the **DATAVIEWS** tab to view all the experiment'
|
||||
* On-the-fly [data augmentation](#augmentation)
|
||||
* [Iteration controls](#iteration-control)
|
||||
|
||||

|
||||

|
||||
|
||||
### Input
|
||||
|
||||
|
BIN
docs/img/hyperdatasets/dataset_version_info_panel.png
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After Width: | Height: | Size: 68 KiB |
BIN
docs/img/hyperdatasets/dataset_version_metadata.png
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After Width: | Height: | Size: 26 KiB |
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docs/img/hyperdatasets/dataset_version_statistics.png
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After Width: | Height: | Size: 243 KiB |
Before Width: | Height: | Size: 110 KiB After Width: | Height: | Size: 178 KiB |
Before Width: | Height: | Size: 140 KiB After Width: | Height: | Size: 151 KiB |
Before Width: | Height: | Size: 15 KiB After Width: | Height: | Size: 16 KiB |
Before Width: | Height: | Size: 1.1 MiB After Width: | Height: | Size: 1.3 MiB |
Before Width: | Height: | Size: 1.1 MiB After Width: | Height: | Size: 1.3 MiB |
Before Width: | Height: | Size: 164 KiB After Width: | Height: | Size: 173 KiB |
Before Width: | Height: | Size: 174 KiB After Width: | Height: | Size: 194 KiB |
Before Width: | Height: | Size: 80 KiB After Width: | Height: | Size: 90 KiB |
Before Width: | Height: | Size: 266 KiB After Width: | Height: | Size: 386 KiB |
Before Width: | Height: | Size: 578 KiB After Width: | Height: | Size: 614 KiB |
Before Width: | Height: | Size: 775 KiB After Width: | Height: | Size: 1.7 MiB |
BIN
docs/img/hyperdatasets/hyperdataset_card.png
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After Width: | Height: | Size: 40 KiB |
Before Width: | Height: | Size: 31 KiB After Width: | Height: | Size: 23 KiB |
Before Width: | Height: | Size: 1.2 MiB After Width: | Height: | Size: 31 KiB |
Before Width: | Height: | Size: 1.2 MiB After Width: | Height: | Size: 31 KiB |
BIN
docs/img/hyperdatasets/web-app/dataset_versions.png
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After Width: | Height: | Size: 1.3 MiB |
Before Width: | Height: | Size: 41 KiB After Width: | Height: | Size: 40 KiB |
BIN
docs/img/webapp_hyperdataset_card_context_menu.png
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After Width: | Height: | Size: 23 KiB |
BIN
docs/img/webapp_hyperdataset_creation.png
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After Width: | Height: | Size: 18 KiB |
@ -299,15 +299,19 @@ are on the left side of the window. The tools include:
|
||||
See additional [plot controls](#plot-controls) below.
|
||||
|
||||
### Plots
|
||||
Non-time-series plots appear in **PLOTS**. These include data reported by libraries, visualization
|
||||
tools, and ClearML explicit reporting. These may include 2D and 3D plots, tables (Pandas and CSV files), and Plotly plots.
|
||||
Individual plots can be shown / hidden or filtered by title.
|
||||
Non-time-series plots appear in **PLOTS**. These include data generated by libraries, visualization tools, and
|
||||
explicitly reported using the ClearML Logger. These may include 2D and 3D plots, tables (Pandas and CSV files), and
|
||||
Plotly plots. Individual plots can be shown / hidden or filtered by title.
|
||||
|
||||

|
||||
|
||||
The last iteration of each plot is displayed. Viewing a plot in full
|
||||
screen (<img src="/docs/latest/icons/ico-maximize.svg" alt="Maximize plot icon" className="icon size-sm space-sm" />)
|
||||
provides navigation to plots from previous iterations.
|
||||
For each metric, the latest reported plot is displayed.
|
||||
|
||||
When viewing a plot in full screen (<img src="/docs/latest/icons/ico-maximize.svg" alt="Maximize plot icon" className="icon size-sm space-sm" />),
|
||||
older iterations are available through the iteration slider (or using the up/down arrow keyboard shortcut). Go to the
|
||||
previous/next plot in the current iteration using the <img src="/docs/latest/icons/ico-previous.svg" alt="Previous" className="icon size-sm space-sm" /> / <img src="/docs/latest/icons/ico-next.svg" alt="Next" className="icon size-sm space-sm" />
|
||||
buttons (or using the left/right arrow keyboard shortcut).
|
||||
|
||||
|
||||

|
||||
|
||||
@ -348,42 +352,25 @@ These controls allow you to better analyze the results. Hover over a plot, and t
|
||||
|
||||
### Debug Samples
|
||||
|
||||
View debug samples by metric at any iteration. The most recent iteration appears first.
|
||||
Experiment outputs such as images, audio, and videos appear in **DEBUG SAMPLES**. These include data generated by
|
||||
libraries and visualization tools, and explicitly reported using the [ClearML Logger](../fundamentals/logger.md).
|
||||
|
||||
You can view debug samples by metric at any iteration. Filter the samples by metric by selecting a metric from the
|
||||
dropdown menu above the samples. The most recent iteration appears first.
|
||||
|
||||

|
||||
|
||||
Use the viewer / player to inspect images, audio, video samples and do any of the following:
|
||||
For each metric, the latest reported debug sample is displayed.
|
||||
|
||||
Click a sample to view it in full screen. If the sample is video or audio, the full screen mode includes a player.
|
||||
|
||||
When viewing a sample in full screen, older iterations are available through the iteration slider (or using the up/down
|
||||
arrow keyboard shortcut). Go to the previous/next sample in the current iteration using the <img src="/docs/latest/icons/ico-previous.svg" alt="Previous" className="icon size-sm space-sm" /> / <img src="/docs/latest/icons/ico-next.svg" alt="Next" className="icon size-sm space-sm" />
|
||||
buttons (or using the left/right arrow keyboard shortcut).
|
||||
|
||||
* Move to the same sample in a different iteration (move the iteration slider).
|
||||
* Show the next or previous iteration's sample.
|
||||
* Download the file <img src="/docs/latest/icons/ico-download.svg" alt="Download" className="icon size-md space-sm" />.
|
||||
* Zoom.
|
||||
* View the sample's iteration number, width, height, and coordinates.
|
||||
|
||||

|
||||
|
||||
**To view debug samples:**
|
||||
|
||||
1. Click the **DEBUG SAMPLES** tab. The most recent iteration appears at the top.
|
||||
1. Locate debug samples by doing the following:
|
||||
|
||||
* Filter by metric. In the **Metric** list, choose a metric.
|
||||
* Show other iterations. Click <img src="/docs/latest/icons/ico-circle-older.svg" alt="Left arrow" className="icon size-md space-sm" />
|
||||
(Older images), <img src="/docs/latest/icons/ico-circle-newer.svg" alt="Right arrow" className="icon size-md space-sm" /> (New images),
|
||||
or <img src="/docs/latest/icons/ico-circle-newest.svg" alt="Skip to newest arrow" className="icon size-md space-sm" /> (Newest images).
|
||||
|
||||
**To view a debug sample in the viewer / player:**
|
||||
|
||||
1. Click the debug sample thumbnail.
|
||||
|
||||
1. Do any of the following:
|
||||
|
||||
* Move to the same sample in another iteration - Move the slider, or click **<** (previous) or **>** (next).
|
||||
* Download the file - Click <img src="/docs/latest/icons/ico-download.svg" alt="Download" className="icon size-md space-sm" />.
|
||||
* Zoom
|
||||
* For images, locate a position on the sample - Hover over the sample and the X, Y coordinates appear in the legend below the sample.
|
||||
|
||||
|
||||
## Tagging Experiments
|
||||
|
||||
Tags are user-defined, color-coded labels that can be added to experiments (and models), allowing to easily identify and
|
||||
|
3
static/icons/ico-list-view.svg
Normal file
@ -0,0 +1,3 @@
|
||||
<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24">
|
||||
<path d="M6,7H3c-.55,0-1-.45-1-1s.45-1,1-1h3c.55,0,1,.45,1,1s-.45,1-1,1Zm16-1c0-.55-.45-1-1-1H10c-.55,0-1,.45-1,1s.45,1,1,1h11c.55,0,1-.45,1-1ZM7,12c0-.55-.45-1-1-1H3c-.55,0-1,.45-1,1s.45,1,1,1h3c.55,0,1-.45,1-1Zm15,0c0-.55-.45-1-1-1H10c-.55,0-1,.45-1,1s.45,1,1,1h11c.55,0,1-.45,1-1Zm-15,6c0-.55-.45-1-1-1H3c-.55,0-1,.45-1,1s.45,1,1,1h3c.55,0,1-.45,1-1Zm15,0c0-.55-.45-1-1-1H10c-.55,0-1,.45-1,1s.45,1,1,1h11c.55,0,1-.45,1-1Z" fill="#8f9dc9"/>
|
||||
</svg>
|
After Width: | Height: | Size: 534 B |
3
static/icons/ico-tree-view.svg
Normal file
@ -0,0 +1,3 @@
|
||||
<svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24">
|
||||
<path d="M21,13c.55,0,1-.45,1-1s-.45-1-1-1H8V7h13c.55,0,1-.45,1-1s-.45-1-1-1H3c-.55,0-1,.45-1,1s.45,1,1,1h3v5c0,.14,.03,.27,.08,.39,.03,.06,.07,.11,.11,.16,.04,.05,.06,.11,.1,.16s.1,.07,.16,.1c.05,.04,.1,.08,.16,.11,.12,.05,.25,.08,.39,.08h4v5c0,.14,.03,.27,.08,.39,.03,.06,.07,.11,.11,.16,.04,.05,.06,.11,.1,.16s.1,.07,.16,.1c.05,.04,.1,.08,.16,.11,.12,.05,.25,.08,.39,.08h9c.55,0,1-.45,1-1s-.45-1-1-1H13v-4h8Z" fill="#8f9dc9"/>
|
||||
</svg>
|
After Width: | Height: | Size: 520 B |