# Updates 2025 ### December 22, 2025 #### Features & Enhancements * **Set associated projects when creating datasets** * Apply project associations at dataset creation time * Ensures datasets are accessible to intended projects from the start * **Support runtime config preset slug in step config** * Allow referencing presets by slug in YAML configuration * Provides more flexible preset selection * **Use step preset in execution creation UI** * Automatically apply preset from step definition in execution forms * Ensures UI respects YAML-configured presets #### UI/UX Improvements * **Improve logging for organization member addition** * Add detailed logging when adding members to organizations * Aids troubleshooting and auditing of access changes #### Bug Fixes * **Do not assign plans from disabled organizations** * Skip plan assignment from organization memberships if organization is disabled * Prevents access grant through inactive organizations * **Fix image comparison layer blending** * Refactor blending algorithm for more accurate image comparisons * Ensures color differences are displayed correctly *** ### December 17, 2025 #### Features & Enhancements * **Support Warden machine info for all VM environments** * Extend Warden machine listing to all VM-based environment types * Provides consistent machine inventory across platforms * **Allow opting out of counting executions** * Add option to skip execution counting in execution table views * Improves performance for very large execution lists * **Don't expose inaccessible datums when filtering via public store** * Enforce access control when querying data through public stores * Prevents information leakage across organization boundaries * **Get runtime config preset from step configuration** * Read preset ID directly from step config when available * Ensures preset selection is consistent with YAML definitions #### UI/UX Improvements * **Improve notebook git credentials documentation** * Add description clarifying notebook git credentials are personal * Helps users understand credential scope and security * **Improve organization page descriptions** * Standardize and refine description text across organization settings * Provides clearer guidance for configuration options #### Bug Fixes * **Fix confusion matrix long labels** * Properly truncate and display long labels in confusion matrix visualizations * Prevents layout issues with verbose class names * **Fix confusion matrix value formatting** * Use precise values in tooltips and concise notation in cells * Balances readability with detailed information * **Fix runtime config cache volumes on copy** * Properly preserve cache volume configuration when copying executions * Ensures copied executions maintain caching behavior * **Disable commit changes for adhoc execution copying** * Prevent commit selection when copying adhoc executions * Avoids confusion since adhoc executions don't have associated commits *** ### December 10, 2025 #### Features & Enhancements * **Add suggest\_name to deployment version creation** * Provide automatic version name suggestions based on content * Speeds up deployment version creation with sensible defaults * **Use cache volumes from step YAML** * Read cache volume configuration from valohai.yaml step definitions * Enables declarative cache volume setup #### UI/UX Improvements * **Allow pasting dataset URL as deployment file** * Accept dataset version URLs directly in deployment file input * Simplifies linking datasets to deployments * **Markdownify execution parameter descriptions** * Render parameter descriptions with markdown formatting * Supports richer documentation in execution forms #### Bug Fixes * **Properly serialize parameter definitions** * Fix serialization of parameter metadata in API responses * Ensures parameter information is complete and correct * **Hide disabled organizations** * Filter disabled organizations from organization listings * Prevents confusion from inactive accounts * **Use id lookups instead of ctime where possible** * Replace timestamp-based lookups with ID-based queries * Improves performance and reliability of database queries *** ### December 3, 2025 #### Features & Enhancements * **Add Oracle Object Storage wrapper** * Support Oracle Cloud Infrastructure Object Storage as store backend * Expands storage options for data and models * **Mount cache volumes on workload container** * Attach cache volumes to the main workload container * Improves cache accessibility for user code #### UI/UX Improvements * **Update runtime values on commit change** * Refresh runtime configuration when switching commits * Ensures execution settings stay synchronized with code #### Bug Fixes * **Import dataset files only once** * Prevent duplicate file imports when creating datasets * Ensures dataset versions don't contain redundant entries * **Fix serializing store with experimental URL signer** * Handle store serialization when using experimental presigned URL feature * Prevents API errors with advanced storage configurations *** ### December 1, 2025 #### Features & Enhancements * **Implement ExecutionHashV2** * Introduce improved execution hashing algorithm for better deduplication * Provides more accurate identification of duplicate executions * **Add property keys overhaul** * Improve metadata property key handling and performance * Enhances reliability of metadata queries #### UI/UX Improvements * **Enhance create execution and task view layouts** * Streamline layout and organization of execution creation forms * Makes it easier to configure and launch executions #### Bug Fixes * **Ensure stores patched don't mess with paths** * Prevent path corruption when applying store configuration patches * Ensures data remains accessible after store updates * **Improve datum adoption error handling** * Treat pre-existing datums as success rather than failure * Reduces false error reports during data import * **Do not allow concurrent automatic refreshes in Tablor** * Prevent race conditions from overlapping table refresh operations * Improves stability of data tables * **Fix hidden commit usage in copied configurations** * Properly set configurations from hidden commits as default * Ensures copied executions work correctly * **Remove user usage caching** * Eliminate stale cache issues with user quota information * Ensures usage data is always current *** ### November 25, 2025 #### Features & Enhancements * **Allow selecting previously used datums for data inputs** * Show historical datum selections for workflow inputs * Speeds up workflow creation by reusing previous inputs * **Override step inputs with pipeline node definitions** * Allow pipeline node configuration to override step defaults * Provides more flexibility in pipeline parameterization #### UI/UX Improvements * **Lazy load project tag colors** * Load tag colors on-demand to improve initial page load * Reduces data transfer for projects with many tags * **Upgrade organization email logo to new brand colors** * Update email templates with current brand styling * Ensures consistent visual identity * **Improve visual separation in file upload UI** * Distinguish between previously used and newly uploaded files * Makes file selection clearer in workflow inputs #### Bug Fixes * **Merge cumulative metadata instead of overwriting** * Preserve existing cumulative metadata when adding new values * Prevents loss of metadata from partial updates * **Optimize Bayesian tasks' execution reuse** * Improve query performance for Bayesian optimization workflows * Speeds up task execution with reuse enabled * **Fix N+1 queries in notification emission** * Reduce database queries when sending notifications * Improves performance of notification system *** ### November 19, 2025 #### Features & Enhancements * **Rename workflow definitions to blueprints** * Update terminology from "workflow definition" to "workflow blueprint" * Provides clearer naming for workflow templates * **Allow setting CPU max for deployment endpoints** * Support configuring CPU limits for Kubernetes deployment endpoints * Gives control over resource allocation for serving infrastructure * **Allow token policies only for organization tokens** * Restrict token policy feature to organization-level tokens * Simplifies security model and reduces confusion * **Support dataset versions for deployment files** * Accept dataset version URLs when creating deployment endpoint files * Simplifies deployment version creation #### UI/UX Improvements * **Apply dataset tag colors in project data view** * Show colored tags in dataset listings * Improves visual organization and scanning * **Autoselect latest commit and first blueprint** * Pre-select sensible defaults in workflow creation form * Reduces clicks needed to create workflows * **Allow editing store configuration JSON in admin** * Enable direct JSON editing of store configuration for advanced users * Provides escape hatch for complex configurations #### Bug Fixes * **Fix social account disconnect** * Resolve issues when disconnecting OAuth authentication providers * Ensures users can manage their connected accounts * **Do not allow default values for required assigned inputs** * Prevent setting defaults on inputs that must be explicitly provided * Ensures required inputs are always reviewed * **Exclude deleted projects from team details API** * Filter out soft-deleted projects from team project lists * Prevents confusion from stale project references * **Tell Scalie to forget disabled environments** * Clean up scaling service state when environments are disabled * Prevents resource leaks in autoscaling system *** ### November 10, 2025 #### Features & Enhancements * **Add Warden machine listing** * Provide API for listing available machines from Warden service * Enables dynamic machine inventory for VM-based environments #### UI/UX Improvements * **Show runtime config preset editor for Kubernetes environments** * Allow configuring runtime presets for Kubernetes execution environments * Makes preset management available for all environment types * **Optimize SME workflow catalog** * Only fetch displayed workflow run history instead of all runs * Improves loading performance for workflow catalog #### Bug Fixes * **Fix double-POST with unprocessed inputs** * Prevent duplicate workflow creation requests when inputs are being uploaded * Ensures only one workflow run is created * **Set and delegate input defaults properly** * Correctly apply default values to workflow inputs * Ensures workflows receive expected default configurations * **Fix error messages in pipeline editor** * Improve error handling for missing commits and library steps * Provides clearer guidance when configuration is incomplete * **Fix execution step icons** * Display correct icons for different step types * Ensures visual consistency in execution views *** ### November 5, 2025 #### Features & Enhancements * **Allow key existence checks in property queries** * Support checking if metadata keys exist using special syntax * Enables filtering data based on presence of properties * **Add basic runtime options for Kubernetes workers** * Allow configuring CPU limits and other runtime settings for worker pods * Provides control over resource allocation * **Add custom execution iframe tabs** * Support embedding custom tools and visualizations in execution views * Enables integration with third-party analysis tools * **Support dataset versions for deployment files** * Allow using dataset version URLs when creating deployment files * Simplifies linking models to specific dataset versions * **Paginated and lazy organization tags** * Load organization tags on-demand with pagination * Improves performance for organizations with many tags #### UI/UX Improvements * **Show execution input clear button for long lists** * Add button to clear all inputs when many are present * Speeds up configuration when starting fresh * **Rename image comparison views** * Update view names to be more descriptive (e.g., "View 4" to "Split") * Makes it clearer what each comparison mode does * **Fix image compare colorization with transparent images** * Properly handle alpha channel when applying color overlays * Ensures transparency is preserved in comparisons * **Add commit API filters** * Support filtering commits by fetch\_ref and commit\_ref * Makes it easier to find specific commits via API #### Bug Fixes * **Show error if SME user lacks project store access** * Display clear error when workflow inputs reference inaccessible storage * Prevents confusing failures during workflow execution * **Validate endpoint image reference format** * Check image references at API time and before packaging * Catches configuration errors earlier in deployment process * **Sanitize weird file paths** * Handle unusual characters and patterns in file paths gracefully * Prevents errors when adopting files with special characters * **Fix DatumBrowser sticky preview and purged selection** * Correct preview panel behavior and handle purged items * Ensures datum browser remains stable *** ### October 22, 2025 #### Features & Enhancements * **Add root path option when adopting files** * Allow specifying a root path prefix when adopting files from storage * Simplifies organizing imported data with consistent directory structure * **Apply tag renaming to existing tags** * Automatically update all usages when renaming organization tags * Ensures tag consistency across all resources * **Add interactive executions** * Support creating executions with interactive mode flag * Enables debugging and development workflows * **Virtualize adoption file list** * Use virtual scrolling for large file lists during data import * Improves performance when adopting thousands of files * **Add ANSI color support for console output** * Render ANSI color codes in execution log viewer * Preserves colored output from tools and scripts * **Add workflow run filter backend** * Enable filtering workflow runs by various criteria via API * Makes it easier to find specific workflow executions #### UI/UX Improvements * **Show app version as logo tooltip for private installs** * Display version information on hover over logo * Helps identify which version is deployed * **Allow seeing deployment target details** * Add view for examining deployment target configuration * Provides visibility into deployment infrastructure settings #### Bug Fixes * **Eradicate default exports in codebase** * Replace default exports with named exports throughout frontend * Improves code maintainability and refactoring safety * **Fix Tablor selection background color** * Correct background color for selected rows in tables * Ensures selections are clearly visible *** ### October 15, 2025 #### Features & Enhancements * **Allow exposing node port services for Kubernetes Executions** * Support exposing services via NodePort in Kubernetes * Enables external access to services running in executions #### UI/UX Improvements * **Add error handling to dataset readmes** * Display graceful errors when readme content cannot be loaded * Prevents view crashes from missing or corrupted readme files #### Bug Fixes * **Fix long step names breaking layout** * Prevent layout overflow when step names are very long * Ensures UI remains usable with lengthy configuration * **Hide API call button from light users** * Respect user capability flags when showing API documentation links * Prevents confusion for users without API access * **Fix execution image comparison layout shift** * Eliminate content jumping during image comparison loading * Provides smoother visual experience * **Unset default environment groups for light users** * Clear environment variable group selection for restricted users * Prevents access to environment configuration light users shouldn't modify *** ### October 9, 2025 #### Features & Enhancements * **Add dataset readme support** * Allow attaching readme files to datasets and dataset versions * Provides documentation and context for datasets * **Add model-hub-only user flag** * Enable users with access restricted to model hub only * Supports specialized user roles focused on model management * **Add associated projects to datasets** * Link datasets to multiple projects for cross-project sharing * Enables dataset reuse across team boundaries * **Add SME pipeline creation with inputs** * Support configuring pipeline inputs in SME workflow creation * Provides more control over workflow execution * **Add custom execution iframe tabs** * Allow defining custom tabs in execution views via configuration * Enables embedding custom tools and visualizations * **Copy step mounts into executions** * Transfer mount configuration from step definitions to created executions * Ensures execution has access to all configured storage mounts * **Automatically create pipeline deployments from YAML** * Generate deployment configurations from valohai.yaml pipeline definitions * Simplifies deployment setup for pipelines * **Add wildcard expansion limit configuration** * Prevent excessive input expansion with configurable limit * Protects against accidental resource exhaustion from wildcards #### UI/UX Improvements * **Add "# Outputs" column to executions table** * Show output count directly in execution listings * Makes it easier to identify executions with results * **Improve grouped metadata plot** * Add value filtering and grouping by metadata values * Brings pivot-table-like capabilities to metadata visualization * **Improve zoom and pan in image comparison** * Add expanded zoom area for execution image comparison * Makes it easier to examine fine details in output images * **Add compact mode to execution image comparison** * Provide condensed view option for comparing many images * Improves usability when comparing large image sets * **Unify and fix React Select styles** * Standardize appearance of dropdown components across the interface * Ensures consistent user experience * **Show unified tags on executions, pipelines, tasks** * Display tags consistently across resource types with visual limits * Makes tag-based organization more consistent #### Bug Fixes * **Fix project URL resolution with 'datasets' in name** * Properly match URL fragments instead of substring matching * Resolves navigation errors for projects with reserved words in names * **Prevent filter state leakage between datum browsers** * Isolate filter state per view to prevent cross-contamination * Ensures filters don't carry over unexpectedly * **Fix DatumBrowser sticky preview and purged selection** * Correct preview panel behavior and selection state * Improves reliability of datum browsing interface *** ### September 24, 2025 #### Features & Enhancements * **Allow using single Ingress for whole Deployment Target** * Support shared Kubernetes Ingress configuration across deployments * Simplifies network setup for multiple endpoints * **Add datum sharing flag to stores** * Control whether data in a store can be shared across projects * Provides finer-grained access control for stored data * **Mount cache volumes on Kubernetes Executions** * Add API for defining cache volumes in runtime configuration * Improves performance by caching data across execution runs * **Add environment PVC proxy API** * Provide API for managing persistent volume claims in Kubernetes environments * Enables advanced storage configuration * **Add installation ID configuration** * Support unique installation identifier for private deployments * Helps with telemetry and support for self-hosted instances #### UI/UX Improvements * **Improve in-app notifications** * Add notification deletion and visual improvements * Makes it easier to manage and dismiss notifications * **Overhaul Compare Dataset Versions view** * Replace modal with full-page view, add checkbox selection and swap button * Makes dataset comparison more usable and feature-rich * **Add move and remove actions to manifest modifications** * Support removing or relocating elements in Kubernetes manifests * Provides more flexibility for manifest customization #### Bug Fixes * **Wait until inputs uploaded before creating workflow** * Ensure file uploads complete before workflow run starts * Prevents workflow failures from missing input files * **Fix copying pipeline with optional parameters** * Properly handle optional parameters when copying pipelines * Ensures parameter controls appear correctly in copied pipelines * **Fix copying pipeline not picking up environment variable groups** * Include environment variable groups when copying pipelines * Maintains complete configuration in pipeline copies *** ### September 17, 2025 #### Features & Enhancements * **Optimize storage handlers for Google Cloud Storage** * Improve performance of Google storage operations * Reduces latency when accessing data in GCS buckets * **Add project and owner prefetch to metadata API** * Optimize multi-metadata endpoint with eager loading * Speeds up metadata queries across executions #### UI/UX Improvements * **Enhance SME file upload fields** * Add file preview, validation, and removal capabilities before upload * Improves user experience when preparing workflow inputs * **Enhance client-side page titles** * Update browser tab titles to reflect current page context * Makes it easier to identify tabs when multiple pages are open * **Add allow-reuse configuration panel to pipeline task nodes** * Show task execution reuse settings in pipeline editor * Provides visibility into caching behavior #### Bug Fixes * **Fix model version badge position in SME views** * Correct positioning of model version indicators * Ensures proper layout in workflow configuration interface * **Fix model input mapping in SME workflows** * Properly map model version inputs when creating workflow runs * Prevents errors when workflows include model references * **Handle long SME card descriptions** * Prevent layout breaks with lengthy workflow descriptions * Ensures cards remain readable regardless of content length * **Handle null model configuration in workflow runs** * Gracefully handle cases where model input is not provided * Prevents errors when optional model inputs are empty * **Use union query for task execution filtering** * Optimize database queries when filtering by task with reused executions * Improves performance of execution list views *** ### September 9, 2025 #### Bug Fixes * **Disable task-reuse filter temporarily** * Turn off task-reuse filtering in Executions table for performance reasons * Prevents slow queries while optimization work is in progress *** ### September 9, 2025 #### Features & Enhancements * **Use accessible project IDs optimization** * Apply optimized query for retrieving accessible projects across more views * Improves page load performance for users with many projects #### Bug Fixes * **Avoid AlreadyChecking races when creating tasks** * Prevent race condition errors during concurrent task creation * Ensures reliable task creation in high-concurrency scenarios *** ### September 8, 2025 #### Features & Enhancements * **Support default project and organization environments in notebook executions** * Allow notebooks to inherit environment settings from project or organization defaults * Simplifies environment configuration for notebook sessions * **Allow choosing notebook environments by slug** * Support selecting notebook runtime environments using environment slugs * Provides more flexible environment selection options * **Add workflow default inputs and parameters UI** * Enable configuring default values for workflow inputs and parameters * Reduces repetitive data entry when launching workflows * **Allow configuring exposed outputs for workflow definitions** * Specify which pipeline outputs should be visible in workflow results * Simplifies result review for subject matter experts * **Accept reuse-children property from task YAML** * Support task execution reuse configuration in valohai.yaml * Enables declarative control over task result caching * **Support custom Kubernetes manifests** * Create Kubernetes API objects on-the-fly from custom manifest configurations * Allows advanced users to customize container orchestration #### UI/UX Improvements * **Dashboard: search projects by team** * Add team-based filtering to project search * Makes it easier to find projects in multi-team organizations #### Bug Fixes * **Fix SME backlink using correct ID** * Use proper identifier when navigating back from workflow run details * Ensures breadcrumb navigation works correctly *** ### September 4, 2025 #### Features & Enhancements * **Add SME user flagging** * Enable marking users as subject matter experts with restricted interface * Provides simplified workflow-focused experience for non-technical users * **Enhance SME workflow creation views** * Improve project-level workflow creation and management interfaces * Makes workflow configuration more accessible to SME users * **Add workflow management to project menu** * Include workflow management section in project navigation * Improves discoverability of workflow features * **Add time limit option for notebook executions** * Allow setting execution time limits when creating notebook sessions * Helps control resource usage and costs for interactive workloads * **Support limit in metadata filter** * Add limit parameter to metadata query blocks for controlling result size * Enables more efficient queries when only top N results are needed * **Add multiple metadata filter blocks** * Support combining multiple metadata query blocks with union logic * Allows more complex filtering across different metadata criteria * **Reuse task executions** * Enable reusing previous task execution results instead of re-running * Improves pipeline efficiency by skipping redundant computations * **Support library steps in pipelines** * Allow referencing shared library steps using `library:...` syntax * Enables code reuse across multiple pipelines #### UI/UX Improvements * **Add image preview beta improvements** * Enhance image preview capabilities with better controls and zoom * Provides better visualization of execution output images * **Add merge manifest modification** * Support merging Kubernetes manifests for advanced deployment customization * Gives more control over container orchestration configuration * **Add manifest modifications to deployment targets** * Apply manifest modifications at deployment target level * Allows environment-specific Kubernetes configuration * **Make basic TIFFs previewable** * Add WASM-based decoder for previewing TIFF image files * Expands supported image formats in datum preview * **Support custom resources on notebook executions** * Allow requesting custom Kubernetes resources for notebook sessions * Enables specialized hardware like FPGAs for interactive workloads * **Add Subtract differ mode to image comparison** * Introduce subtraction blending mode for comparing images * Helps identify pixel-level differences between execution outputs #### Bug Fixes * **Prevent double-open of notebook tabs** * Avoid opening multiple notebook tabs when clicking service buttons * Reduces confusion and browser tab clutter * **Fix radio button and button hover styles** * Restore proper styling for form controls after CSS updates * Ensures consistent appearance across the interface * **Fix react-select stacking order** * Correct z-index issues with dropdown menus * Prevents dropdowns from appearing behind other elements * **Make "Stop" action confirm dangerous again** * Re-enable confirmation dialog for stopping resources * Prevents accidental termination of running workloads *** ### July 21, 2025 #### Features & Enhancements * **Add Snowpark execution handler** * Implement execution handler for running workloads in Snowflake Snowpark * Includes runtime configuration and UI for Snowpark environments * **Add initial SME (Subject Matter Expert) models and API** * Introduce workflow management system for subject matter experts * Provides simplified interface for non-technical users to run ML workflows * **Support file upload and adoption for SME inputs** * Allow SME users to upload files and adopt existing data as workflow inputs * Simplifies data preparation for workflow execution * **Add workflow run model and creation API** * Implement backend for creating and tracking workflow runs * Enables launching pipelines through simplified SME interface * **Allow multipart upload for Oracle object storage** * Support multipart upload protocol for Oracle Cloud Infrastructure storage * Improves performance when uploading large files to Oracle stores #### UI/UX Improvements * **Improve error messages when no global default store configured** * Provide clearer guidance when storage configuration is missing * Helps users understand and resolve storage setup issues * **Allow environment queue to be sortable by priority** * Enable sorting execution queues by priority level * Makes it easier to manage and monitor high-priority workloads * **Improve metadata query parsing for logical operators** * Better highlight and parse AND/OR operators in metadata filter expressions * Reduces confusion when building complex metadata queries * **Keep page selection on live output** * Maintain current page position when viewing live execution logs * Prevents disruptive jumps to page 1 during log streaming #### Bug Fixes * **Fix execution admin panel** * Add missing snowpark\_job field to exclusion list in admin interface * Resolves errors when viewing executions in Django admin *** ### June 18, 2025 #### Features & Enhancements * **Support quoted strings in metadata queries** * Allow using quoted strings in metadata filter expressions * Enables filtering by values that contain special characters or spaces #### UI/UX Improvements * **Move token policies behind organization token flag** * Only show token policy management when organization has token feature enabled * Reduces UI clutter for organizations not using this feature #### Bug Fixes * **Fix pipeline crash when execution lacks cumulative metadata** * Handle missing cumulative metadata gracefully in pipeline views * Prevents errors when viewing pipelines with incomplete execution data *** ### June 18, 2025 #### Features & Enhancements * **Improve token policy UI** * Enhance usability of token policy creation and management interfaces * Makes it easier to configure security policies for API tokens #### UI/UX Improvements * **Format token expiry time in local timezone** * Display token expiration dates in user's local timezone * Improves clarity when managing token lifecycles * **Trim whitespace in metadata queries** * Automatically trim leading and trailing whitespace from metadata filter queries * Prevents unexpected query failures from accidental spacing #### Bug Fixes * **Fix copying execution node environment variables** * Properly copy environment variables when duplicating execution nodes * Ensures copied executions maintain their environment configuration * **Return user-friendly error when store update fails** * Provide clear error messages instead of generic failures during store updates * Helps users understand and resolve store configuration issues * **Fix activity page handling inaccessible projects** * Handle cases where activity feed includes projects the user can no longer access * Prevents errors when viewing activity history * **Round environment price correctly in creation API** * Fix rounding of per-hour pricing in environment creation endpoint * Ensures consistent price display across UI and API *** ### June 11, 2025 #### Bug Fixes * **Fix tolerations not read from valohai-yaml** * Temporarily disable reading tolerations from YAML configuration * Prevents issues while double-step-name bug is resolved *** ### June 11, 2025 #### Features & Enhancements * **Add alert pings for executions** * Support alert notifications from execution logs * Display alerts from log rate limiting directly in the log view #### UI/UX Improvements * **Allow organization admin to promote/demote team admin** * Enable organization administrators to manage team admin privileges * Simplifies team role management within organizations #### Bug Fixes * **Revert valohai-yaml upgrade** * Roll back valohai-yaml upgrade that caused issues with duplicate step names * Prevents configuration parsing errors in pipelines with step name conflicts *** ### June 4, 2025 #### Features & Enhancements * **Support project default environment for notebook executions** * Allow notebook executions to use the project's default environment setting * Simplifies environment selection when creating notebook sessions * **Add identity mapping configuration for executions** * Enable configuration of execution identity mapping for enhanced security * Supports custom identity mapping in execution environments * **Add tolerations to deployment endpoints** * Support Kubernetes pod tolerations on deployment endpoint models * Allows deployment endpoints to be scheduled on specific nodes with taints * **Initialize Snowpark environment type** * Add support for Snowflake Snowpark execution environments * Enables running ML workloads directly in Snowflake compute #### UI/UX Improvements * **Improve duration tooltip formatting** * Add detailed duration utility to show more precise time information * Provides better clarity for execution and pipeline durations * **Allow team admins to edit team stores** * Grant team administrators the ability to manage stores scoped to their team * Reduces dependency on organization admins for team-level store configuration * **Show tolerations in cluster view** * Display pod tolerations in deployment and execution cluster status views * Improves visibility into Kubernetes scheduling configuration #### Bug Fixes * **Fix team selection when creating or editing stores** * Properly display teams selection dropdown in store creation and editing forms * Ensures team-scoped stores can be configured correctly *** --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. 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