Search for Azure Machine Learning assets (preview)
Use the search bar to find machine learning assets across all workspaces, resource groups, and subscriptions in your organization. Your search text will be used to find assets such as:
- Jobs
- Models
- Components
- Environments
- Data
Important
The search functionality is currently in public preview. The preview version is provided without a service level agreement. For more information, see Supplemental Terms of Use for Azure Previews.
Free text search
Sign in to Azure Machine Learning studio.
In the top studio titlebar, if a workspace is open, select This workspace or All workspaces to set the search context.
Type your text and hit enter to trigger a 'contains' search. A contains search scans across all metadata fields for the given asset and sorts results by relevancy score which is determined by weightings for different column properties.
Structured search
- Sign in to Azure Machine Learning studio.
- In the top studio titlebar, select All workspaces.
- Click inside the search field to display filters to create more specific search queries.
The following filters are supported:
- Job
- Model
- Component
- Tags
- SubmittedBy
- Environment
- Data
If an asset filter (job, model, component, environment, data) is present, results are scoped to those tabs. Other filters apply to all assets unless an asset filter is also present in the query. Similarly, free text search can be provided alongside filters, but are scoped to the tabs chosen by asset filters, if present.
Tip
- Filters search for exact matches of text. Use free text queries for a contains search.
- Quotations are required around values that include spaces or other special characters.
- If duplicate filters are provided, only the first will be recognized in search results.
- Input text of any language is supported but filter strings must match the provided options (ex. submittedBy:).
- The tags filter can accept multiple key:value pairs separated by a comma (ex. tags:"key1:value1, key2:value2").
View search results
You can view your search results in the individual Jobs, Models, Components, Environments, and Data tabs. Select an asset to open its Details page in the context of the relevant workspace. Results from workspaces you don't have permissions to view aren't displayed.
If you've used this feature in a previous update, a search result error may occur. Reselect your preferred workspaces in the Directory + Subscription + Workspace tab.
Important
Search results may be unexpected for multiword terms in other languages (ex. Chinese characters).
Customize search results
You can create, save and share different views for your search results.
On the search results page, select Edit view.
Use the menu to customize and create new views:
| Item | Description |
|---|---|
| Edit columns | Add, delete, and re-order columns in the current view's search results table |
| Reset | Add all hidden columns back into the view |
| Share | Displays a URL you can copy to share this view |
| New... | Create a new view |
| Clone | Clone the current view as a new view |
Since each tab displays different columns, you customize views separately for each tab.