Allegroai Clearml Server Versions Save

New Features and Improvements

• UI experiment hyperparameter comparison
  • Add Parallel coordinate view support for multiple metrics
  • Add scatter plot mode to UI experiment hyperparameter comparison clearml #984
• Add model lineage to UI model comparison
• Update nginx version to Fix 1-Byte Memory Overwrite RCE vulnerability #230

Bug Fixes

• Fix Heap Buffer Overflow vulnerability (CVE-2023-38545) #234
• Fix insufficient session expiration issue (CWE-613)
• Fix XSS issue (CWE-79) in UI markdown
• Fix UI reports vulnerable to XSS attack
• Fix UI generating undefined credentials for Jupyter Notebook clearml-web #67
• Fix "No tags" filter raises an error
• Fix slow loading speed for UI experiment comparison scalars
• Fix some UI experiment sometimes missing plots
• Fix delete not working in batch action bar in UI models tables
• Fix dequeue not working from UI experiment table batch action bar
• Fix UI plots and scalars are displayed in reset experiments
• Fix embedded scalar comparison plot does not display metric variant in maximized view in UI Reports
• Fix "Copy embed code" not working properly in comparison plot
• Fix incorrect plot name is displayed when expanding UI scalar plots
• Fix task IDs not displayed in UI experiment comparison graph titles and legends
• Fix single-value scalar plot not displaying "Download CSV" button when embedded in UI report
• Fix UI dashboard search returns results from team’s work when "My Work" filter is enabled.
• Fix UI experiment table compare view does not persist
• Fix UI Workers and Queues displaying incorrect statistics
• Fix UI experiment scalar comparison missing active filter indicator
• Fix UI scalar value comparison sometimes displays empty page
• Fix UI embedded plots missing titles and axis labels
• Fix missing status filter in UI All Models table
• Fix UI pipeline table "No value" selection does not work with version filter
• Fix UI experiment table compare view presents plots from unselected experiments
• Fix using filter causes UI experiment console to jump

New Features and Improvements

• Add support for serving UI from a subpath
• Change default cookie SameSite setting to Lax

Bug Fixes

• Fix clicking on UI Metric Snapshot datapoint does not navigate to experiment #228
• Fix some APIs not sanitizing query parameters
• Fix downloading UI experiment console log sometimes returns an older file
• Fix UI experiment plot comparison displays duplicates of image plots
• Fix missing experiment labels in UI experiment plot comparison
• Fix starting time not updating for some tasks

New Features and Improvements

• New UI experiment table comparative view: compare plots and scalars of all selected experiments
• Add UI experiment display of original python requirements along with actual packages used (https://github.com/allegroai/clearml/issues/793)
• Add UI project metric snapshot support for multiple metrics
• Add compressed UI experiment table info panel mode displaying only experiment name and status
• Add "x unified" hover mode to UI plots
• Add experiment hyperparameter UI section dataset IDs link to datasets page
• Make all URLs clickable in UI experiment artifacts
• Redesign WebApp tabs: Tabs now appear in UI header
• Add option to force setting original task as clone's parent when cloning a task

Bug Fixes

• Fix CVE-2023-45133 Web App vulnerability
• Fix "select all" in UI dataset archive displays count of all archived and non-archived experiments
• Fix hyperparameter keys with dots in their names displayed incorrectly in UI experiment table and task info
• Fix UI experiment scalar comparison raising error
• Fix “Project” column redundantly appears inside a specific project's model table
• Fix UI models with many labels slowing down web app
• Fix simple UI plots (scatter, bar, etc.) in experiment comparisons not merging by experiment
• Fix UI pipeline details panel does not display information
• Fix UI plot "Show/hide" legend button sometimes disappears
• Fix can't select root project in UI report creation modal when workspace has no projects
• Fix "load more" button displayed unnecessarily in UI object tables
• Fix archive action in UI dataset table archives unselected datasets

Bug Fixes

• Fix GCS credentials keep popping up
• Fix long name overflows onto show/hide button in scalar metric list

New Features and Improvements

• Improve UI comparison views
  • Add visual comparison of single value scalars #202
  • Scalar value comparison: metrics are presented in a single table clearml #760
  • Add global experiment legend: Experiment name, tags and color clearml #81
  • Clickable URLs/object IDs in experiment details comparison clearml #1073
• UI Search improvements
  • Dashboard search results ordered by update time
  • Top bar search query saved in URL
• Improve UI experiment debug sample iteration fetching speed #170
• Add UI cloud credentials support for GCS signed URLs with HMAC authentication
• Add Experiment plot UI support for displaying subplots

Bug Fixes

• Fix UI single-value scalars table does not display all single-value scalars clearml #1111
• Fix UI pipeline step duration does not update during runtime clearml #1090
• Fix UI experiment comparison parallel coordinates plot crops the metric and parameter names clearml #1111
• Fix hidden experiments appear in UI All Experiments search results clearml #1139
• Fix Markdown Editor Cross-site Scripting (XSS) vulnerability
• Fix disabled graphs in UI scalars reappear in full-screen mode
• Fix UI auto-refresh sometimes causes many error message to be raised
• Fix "All" tag filter not working in UI object pages
• Fix tag filter in UI dataset page does not persist on refresh
• Fix scalars and plots are not displayed in UI model page
• Fix UI pipeline step status does not update
• Fix UI experiment comparison plots don't display all experiments in legend
• Fix UI Model Lineage tab sometimes doesn't display models
• Fix some plots present partial data in UI experiment comparison plots
• Fix clicking URL of deleted UI report navigates to empty page
• Fix applying UI tag in bulk raises an error
• Fix task IDs appear multiple times in UI task comparison plot legends
• Fix UI project filter in All Experiments table takes a long time load
• Fix custom columns in UI tables do not persist on refresh
• Fix UI report card missing creating user's name
• Fix new tag is not displayed in "Add Tag" table action menu until page refresh
• Fix clicking on worker name in Orchestration page's Queue info panel does not navigate to the worker's info panel
• Fix clicking on older empty UI datasets redirects to 404 page
• Fix experiment names don't appear in the plot legend in UI experiment comparison scalar plots grouped by metric
• Fix task ID does not appear in UI task comparison plots of tasks with the same name
• Fix UI scalar comparison's Horizontal Axis, Smoothing, and Group by selections do not persist upon experiment selection modification
• Fix UI scalars sometimes missing plots in Chrome
• Fix values can't be input into the UI scalar smoothing field
• Fix UI experiment configuration is sometimes not editable
• Fix UI project name tooltips don't appear for projects with long names
• Fix debug samples appear in UI experiment only after refresh
• Fix cropped names in tag list in "Add Tag" action in UI table action menu
• Fix UI experiment configuration tooltip obscure the “Edit” button
• Fix Markdown editor XSS vulnerability (thanks @vvxhid, @ouxs-19, @malikdacoda and @m0kr4n3 for reporting!)

Bug Fixes

• Fix UI experiment scalars and plots not updated on auto-refresh https://github.com/allegroai/clearml/issues/1086
• Fix pipeline parameters not displayed in UI pipeline "New Run" modal
• Fix UI pipeline project cards display incorrect pipeline run counts

New Features and Improvements

• Additional UI cloud storage access options:
  • Support for AWS S3 temporary access tokens https://github.com/allegroai/clearml-server/issues/200, https://github.com/allegroai/clearml-web/issues/52
  • Support credentials for private GCS buckets
• Add multiple smoothing algorithms to UI scalar plots https://github.com/allegroai/clearml/issues/996
  • Running average
  • Exponential running average
  • Gaussian
• Add exporting UI object table data in CSV format https://github.com/allegroai/clearml/issues/882
• Increase console log page size https://github.com/allegroai/clearml-web/pull/58
• Add Python executable to UI experiment execution tab
• Improve naming scheme for UI plots download as PNG: files are saved with same name as plot object
• Add keyboard arrow-key controls for UI "Add tag" menu
• Add full screen mode to UI model details
• Add zoom functionality to UI experiment overview metric snapshot display
• Improve UI task type icons for easier distinction
• Add iteration specification to plots in task comparison plots page

Bug Fixes

• Fix handling of the subpaths with nginx templating (#204, thanks @ogirardot!)
• Fix fullscreen single-iteration plot displays history slider https://github.com/allegroai/clearml/issues/909
• Fix UI new project modal does not accept Azure URLs for default output destination field https://github.com/allegroai/clearml/issues/1047
• Fix missing "Description" column in UI dataset version table
• Fix UI scalar plots notation for small and large scale values
• Fix UI experiment comparison does not display experiments' last reported iterations
• Fix double click in UI object table does not open object details page
• Fix UI Redacted Arguments allows adding whitespace-only strings
• Fix "Clear all filters" button not working
• Fix new tags not displayed in UI table tag filters
• Fix long named tag can't be removed from UI experiment
• Fix UI table searches return incorrect results when new table filters are applied
• Fix UI experiment table "All matching filter" selection does not work with custom HyperParameter filter
• Improve UI comparison pages item selection modal:
  • Fix non-persistent filters
  • Fix user filter does not display all users
  • Fix project filter doesn't display selected projects on top
  • Fix empty "User" filter in experiment
  • Fix plots merged inappropriately instead of being displayed side-by-side
  • Fix missing legend in scatter plots
  • Fix missing plots when the compared experiments have more than 500 plots cumulatively
• Fix UI experiment line plot comparison:
  • Fix changing single line color changes color of multiple lines in plot
  • Fix hiding single line hides multiple lines in plots
  • Fix compared plots incorrectly display same name
• Fix UI objects can be renamed with blank spaces
• Fix hidden UI graph reappears in plot when smoothing values are changed
• Fix missing search bar in UI pipelines "New Run" modal's "Execution Queue" field
• Fix "Restore from archive" button not displayed in context menu of UI Model archive table
• Fix "All" tag filter not working in UI object tables
• Fix UI allows adding empty tags
• Fix resetting pairs of experiments in UI freezes screen
• Fix missing tag list in "Add Tag" action in UI table action bar
• Fix UI report shareable link copied from report page opens to page with error
• Fix UI pages not loading after updating project overview
• Fix missing download button in UI experiment video debug samples
• Fix UI embedded resources for experiment comparison table plots display incomplete information
• Fix UI table action bar displayed when no objects are selected
• Fix UI project search bar results do not include sub-projects
• Fix error when removing deleted task from UI queue
• Fix UI report remains in root project after it is moved to another project
• Fix missing filter button in UI models table "Updated" column
• Fix UI experiment comparison hyperparameter parallel coordinate plot metric and parameter selections do not persist on refresh
• Fix UI generated resource embed codes do not maintain plot's x-axis units
• Fix long model names obscure model page menu
• Fix some model details missing in UI experiment artifacts

New Features and Improvements

• New model comparison UI: compare model configuration, metrics, and plots
• Add Preview tab to UI pipeline for viewing debug samples and plots attached to a pipeline
• Add dynamic side panel width in UI experiment artifacts and configuration #160
• Add support for embedding following UI resources in reports:
• Single-value-scalar table plots
• Application dashboard graphs
• Model scalars and plots
• Add custom columns for model scalars in UI model tables
• Add "Return to original resource" button to embedded content in UI reports
• Improve image quality when exported as PNG from UI experiments
• Add parent task name to UI dataset version info panel
• Add support for embedded content in collapsible panel in UI reports
• Add dynamic legend to UI project overview metric snapshot - click to view/hide items

Bug Fixes

• Fix UI experiment plot history navigation not working correctly #955
• Support browser native context menu (via right click) in UI experiment hyperparameters #990
• Fix series argument not in UI experiment debug samples when using logger.report_media #685
• Fix smoothing bar not displayed in UI experiment comparison scalars in full screen mode #996
• Fix uploading image in UI report raises error #1020
• Add mobile device support for UI experiment tab selection
• Fix deleting models doesn't remove their weight files from fileserver
• Fix "Load More" button does not work in UI experiment comparison "Add Experiment" modal
• Fix copying credentials from UI New Credentials modal adds whitespaces to the pasted strings in Firefox
• Fix UI tag color list is empty in report page
• Fix clicking on UI project card navigates to experiments table instead of project overview
• Fix filters do not persist in UI resource card pages (datasets, pipelines, Hyper-Datasets, Reports)
• Fix UI experiment table’s "Parent" filter not working
• Fix UI experiment scalar plot type can’t be changed from linear to logarithmic in fullscreen mode
• Fix UI tables sort numeric parameters alphabetically instead of numerically
• Fix model that has been unarchived remains in UI model archive
• Fix failed task configuration is editable
• Fix UI Reports page in project view is empty when all projects are in Root project
• Fix UI project card does not display all sub-projects
• Fix UI experiment table does not display in full page in full screen mode
• Fix UI experiment filters do not persist when navigate to archive
• Fix missing settings button in UI model scalars
• Fix UI running task's artifact selection is reset upon auto-refresh
• Fix UI experiment table plot header titles exceed cells
• Fix pipeline parameters with long names are cut off in UI "New Run" modal
• Fix long-named tags obscure other tags in UI Tag Colors list
• Fix long-named experiments cropped in Reset/Delete experiment popup
• Fix embedded audio sample's name covers audio controls in UI reports

Bug Fixes

• Fix Webapp does not connect to the server when using non-default ports (#191)

New Features and Improvements

• Add environment variable switch to disable NGINX IPv6 bind on server startup (#165, thanks @john-zielke-snkeos!)
• Additional model information
  • Add Lineage tab to UI model page, which displays experiment that created model and lists experiments that use the model (https://github.com/allegroai/clearml/issues/810)
  • Add Plots and Scalars tabs to UI Model page
• Add project hierarchy view for ClearML resources (pipelines, datasets, hyper-datasets, reports) (https://github.com/allegroai/clearml/issues/724):
  • Flat view - all objects displayed side-by-side
  • Nested view - objects grouped by containing projects
• Add archived experiment inclusion in UI experiment comparison (https://github.com/allegroai/clearml/issues/795)
• Update ElasticSearch image to 7.17.7 (#183)
• Add reported plot support for multiple color formats
• Add running tasks to UI project overview metric snapshot
• Improve UI Reports:
  • Add option to upload and embed images from PC
  • Add option to embed experiment comparison parallel coordinates plots and full screen debug sample
• Add UI indicator to hidden resources when "Show hidden projects" is enabled
• Add Experiment comparison UI parallel coordinate plots full screen view

Bug Fixes

• Fix default value of CLEARML_AGENT_UPDATE_VERSION for agent-services (#114, thanks @mmiller-max!)
• Fix UI scalar plot smoothing is biased towards initial value (#180)
• Fix UI experiment plot comparison not merging plots
• Fix UI reports search bar doesn't search report descriptions
• Fix UI reports search bar does not close after result is selected
• Fix UI user preferences don't persist in duplicate tab or after logout/login
• Fix UI pipeline step names are cropped with no available tooltips
• Fix refreshing UI console output scrolls away from latest entries
• Fix UI experiment artifact list not updated upon artifact deletion
• Fix UI experiment comparison Hyperparameters tab scroll erratic behavior in Firefox
• Fix UI console log partially showing pipeline log entries
• Fix can't move UI Report to root project
• Fix queue isn't selected when name is clicked in the UI enqueue modal
• Fix turning off filter in UI experiment table does not persist
• Fix UI plot lines appearing in wrong places in plot
• Fix newly created dataset tags missing from dataset filter tag list
• Fix unclear text in UI plots downloaded as PDF/PNG
• Fix UI global search incorrectly returns 0 Dataset/Reports count
• Fix long named reports flash upon hover
• Fix disappearing UI scalar graph when "Group by" is set to "None"
• Fix UI experiment plots horizontal axis units change to "Iterations" when refreshed
• Fix UI scalar graphs do not update when horizontal axis units are changed
• Fix tooltip does not appear when hovering over name in UI breadcrumbs
• Fix UI experiment scalar smoothing does not persist in plot fullscreen
• Fix newly created report tags missing from report filter tag list
• Fix reports names can contain a /
• Fix My work / Team work filter selection does not persist upon app refresh