Release Notes

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Pipelines

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New Features

• Production mapping edit access — Production pipeline mappings can now be made editable for specific users without requiring full admin privileges.

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Improvements

• Pipeline key length validation — Creating or duplicating a pipeline now shows a clear inline error when the auto-generated key exceeds 20 characters, preventing unclear backend rejections.
• “Display Fields” label — The Governance tab button previously labeled “Display Traits” now reads “Display Fields” to match the modal it opens.

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Bug Fixes

• Fixed saving trait details on a multi-ref field silently destroying the multi-ref source configuration.
• Fixed the “Update Expression” button remaining clickable during the validation debounce window.
• Fixed mapping filter scoped property being lost when filters were cloned or grouped.
• Fixed emission trigger hanging until the 45-second timeout — triggering an emission now shows immediate feedback.

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Collector

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New Features

• Salesforce data connector (requires platform v1.2.167+) — New collector plugin for integrating with Salesforce CRM. Collects standard and custom SObjects via Bulk API 2.0.
• Versioned History (No Deletes) load strategy (requires platform v1.2.167+) — A new data retention option that preserves historical versions of records without tracking deletions. Ideal for sources that reuse, archive, or filter records in ways that would otherwise produce false deletions.

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Improvements

• Separate connection and collection status columns — The connections list table now shows two distinct status columns: “Connection Status” and “Collection Status”, making it clear whether the connection itself is active versus whether data collection is running.
• Collection scheduling uses instance timezone — Collection schedule times are now calculated and displayed using the instance timezone instead of the browser’s local timezone, with correct DST adjustments for future occurrences.
• Access Control tab visible on inactive connections — The Access Control tab is now shown (grayed out with a tooltip) on inactive connections instead of being hidden entirely, so users know the feature exists.
• Inactive connection safeguards — Inactive connections now redirect to the auth page, disable the “Refresh Source Schema” button, and block discovery API calls. The Resources tab is disabled while the Collection tab remains accessible so users can re-activate collection.
• Connector setup documentation link — The new connection page now shows a link to connector-specific setup documentation for all connection types.

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Bug Fixes

• Fixed a platform issue where collection queries could fail during authentication token refresh (requires platform v1.2.167+).

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Access Control

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Improvements

• Subject filter entity selector — Access control rule filters now include an entity type selector on Subject filters with a confirmation prompt when switching entity types on rules that already have conditions.

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Administration

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New Features

• Instance timezone setting — A new Timezone card on the Instance Settings page lets administrators set the instance-wide timezone used for collection scheduling and other time-sensitive displays.

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Improvements

• Default dataset protected from deletion — The default dataset row in the Manage Maps modal no longer shows a delete button, preventing accidental removal.

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Bug Fixes

• Fixed a server-side rendering crash (500 error) on the onboarding setup wizard Step 1 page.
• Fixed action dropdown menus (connections, emitters, schedules, access control) that could get stuck open or fail to close.
• Fixed stale page titles persisting when navigating between pages.
• Fixed mapping editor polling silently failing — after 3 consecutive sync failures, a warning banner now appears and saves are blocked until the page is reloaded.

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Collector and Emitter

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Improvements

• Set default to XS Databricks Compute for Emissions (requires platform v1.2.157+)

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Collector and Emitter

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New Features

• Intellistat data connector (requires platform v1.2.152+) - New collector plugin for integrating with BigHand Intellistat to collect financial performance metrics, matter analytics, and utilization data.
• Activate / deactivate connections — Each connection in the connections list now has a three-dot menu with Activate and Deactivate actions, and inactive connections are now shown in the list rather than hidden.

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Improvements

• Validate parquet files before loading into bronze table (requires platform v1.2.154+)
• Increase job timeouts for v2 pipeline scripts (requires platform v1.2.153+)
• Support encryption on SQL connections (requires platform v1.2.151+)

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Pipelines

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New Features

• Dataset count badge on the mapping editor’s dataset selector — The dataset selector in the mapping editor now shows a count badge for the number of additional datasets mapped to the entity, making multi-dataset coverage visible at a glance without opening the dropdown.
• Entity change history tab — Entity detail pages now have a Change History tab showing a paginated, action-tagged audit trail of edits to that entity (including a new Reset action).
• Required change comments — Saving an entity change now prompts for a brief change note that is recorded alongside the history entry.

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Bug Fixes

• Case builder preview: type-aware literals — Boolean and numeric values in WHEN/THEN preview lines are no longer wrapped in quotes; the preview now respects the trait’s inferred type.
• Case builder preview: dialect prefix stripped — Raw dialect prefixes are no longer shown in the WHEN/THEN preview lines of case-mapped fields.
• Stale primary-key identifier line on rebuild — Rebuilding an entity no longer leaves behind a ghost primary-key identifier annotation from the previous build.

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Administration

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Improvements

• Dismissible toast notifications — Success and error toasts can now be dismissed manually instead of waiting for the auto-close timeout.

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Collector and Emitter

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New Features

• Oracle data connector (requires platform v1.2.146+) - New collector plugin for integrating with Oracle databases.

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Improvements

• Added more logs to SiteCore data connector (requires platform v1.2.143+)

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Collector and Emitter

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Improvements

• Updated Emitter to more gracefully clean up failed jobs

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Bug Fixes

• Resource deletion mode default — Resource-level collection settings now default the deletion mode dropdown to “Inherit from Connection” rather than appearing empty when no explicit value is set. Added a “Select deletion mode” placeholder for clarity.

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Collector

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Improvements

• Updated Emitter to limit emission of global id tables to actual changes
• UKG Ready field type changes (requires platform v1.2.137+) - Changed ID field types from INT to BIGINT.

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Bug Fixes

• Fixed an issue where emission records were skipped if they were previously emitted, deleted, and re-emitted.

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Collector

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New Features

• Cursor field change detection — When a resource’s incremental cursor field is removed from the source schema, a new modal prompts users to select a replacement cursor field or switch to full load.

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Improvements

• Nexl OData pagination (requires platform v1.2.135+) - The Nexl data connector now uses OData nextLink pagination.
• Data source browser height — The data source browser in the Add Source wizard now fills the full available modal height, making it easier to browse large source trees.

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Bug Fixes

• Fixed duplicate breadcrumb entries when navigating connection resource hierarchies.
• Fixed flat resources opening an empty nested view instead of navigating to the resource detail page.
• Fixed unnecessary re-discovery requests when returning from collection or authentication pages.
• Fixed nested resource loading completing prematurely before child data was fetched.

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Pipelines

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New Features

• Emitter details modal — View emitter metadata including source schema, trigger type, and plugin parameters from the emission page.
• Full refresh pipeline runs — v2 engine pipelines now have a “Full Refresh” option in the run dropdown menu.
• Entity list filters — Filter entities by status (Active, Archived, Needs Review) and deployment status (Deployed, Not Deployed). The list now defaults to Active and Needs Review.

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Improvements

• YAML save error details — YAML mapping save errors now display the specific error message instead of a generic failure notice.
• Emitter chart padding — The emitter jobs chart now includes right-side padding so the most recent data point is fully visible.
• Emitter action permissions — Emitter action menus are now permission-gated: read-only users see only Details, while edit users see all actions.
• Node status copy — Node and job status badges now display a “Click to copy” hint and copy the status to clipboard on click.

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Bug Fixes

• Fixed entity lineage graph not updating when switching to the Lineage tab after making changes in the mapping editor.
• Fixed validation error “Locate” not navigating to the correct source or trait node in the mapping editor.
• Fixed validation modal appearing for internal-only errors not relevant to users.
• Fixed TagInput crash when duplicate tag values are entered.
• Fixed dual loading flash on the pipelines list screen.
• Fixed tables across the app not resetting to page 1 after data changes, search, or sort.

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Access Control

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Bug Fixes

• Fixed the Test Permissions modal not loading entities or resources correctly. Entity selection is now filtered to relevant entity types, and resources load with proper pagination.

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Administration

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Bug Fixes

• Fixed duplicate firewall policies being allowed. Adding a policy with the same name and type as an existing one now shows an error.
• Fixed login URL construction failing on malformed data.
• Fixed form data extraction treating empty string values as missing required fields.
• Fixed cookie parsing crashes on malformed session data.

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Collector

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New Features

• Fabric Lakehouse Plugin (requires platform v1.2.134+) - New collector plugin for integrating with Microsoft Fabric Lakehouse.

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Improvements

• Support foreign key discovery for SQL data sources (requires platform v1.2.133+)

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Collector

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New Features

• Microsoft Dynamics CRM plugin (requires platform v1.2.131+) - New collector plugin for integrating with Microsoft Dynamics CRM.

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Bug Fixes

• Fixed an arithmetic overflow issue in SQL connections.
• Fixed a datatype mismatch in Emitter.

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Collector

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New Features

• Mailchimp plugin (requires platform v1.2.124+) - New collector plugin for integrating with Mailchimp.
• Entra Service Principal authentication - Azure SQL Server and Fabric connections now support Entra Service Principal as an authentication method, with options for Client Secret or Client Certificate credentials.

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Improvements

• Support for Collection from Fabric - (requires platform v.1.2.129+) Added support for collection from Fabric SQL and Fabric Warehouse connections.
• UKG Ready plugin changes (requires platform v1.2.126+) - Added more resources to UKG Ready collector plugin.
• VNet Check Connection always available - The Check Connection button is now shown for VNet connections even when status is already Connected, allowing re-validation at any time.

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Pipelines

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New Features

• Mapping experience v2 - The mapping editor has been redesigned with a guided source setup, inline editing, and improved visualization.
  • Source wizard - Step-by-step guided flow replaces the previous source setup panel
  • Inline entity and trait editing - Edit entities and traits directly from the canvas via click or right-click
  • Visual identifier links - Visual indicators show how sources are linked through shared identifiers
  • Composite key visualization - Composite key relationships are now visualized in the mapping graph
• Prefill trait name from source field - When mapping a source field to a new custom trait, the trait name is automatically prefilled from the source field name.

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Improvements

• Consistent “trait” terminology - Standardized UI naming from “field” to “trait” across the mapping editor for consistency.
• Emitter job sorting - Emitter jobs are now sorted by affected records count for easier prioritization.
• Scheduled job filtering - Collection jobs can now be filtered by scheduled date with future date ranges (Next 24h, Next 7d) and a clear button on search.

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Bug Fixes

• Fixed resource tab switching between nested resources and fields.
• Fixed a crash when managing nested resources.

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Access Control

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Bug Fixes

• Fixed incorrect access control tooltip message.

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Administration

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Improvements

• Improved network connection language - Updated Site-to-Site casing, improved whitelisting descriptions, and added View Details for VNet and Site-to-Site connections when CIDR ranges are configured.
• VNet Gateway IPs in tunnel config - VNet Gateway IPs are now displayed directly in the Site-to-Site tunnel configuration dialog.
• Firewall Policies now generally available - The Firewall Policies page is now available to all users. The legacy firewall rules tab has been removed.

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Bug Fixes

• Fixed API endpoints returning incorrect error responses for invalid requests.
• Fixed save bar not centering correctly on screen.

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Collector

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New Features

• Delimited File - AZ Blob plugin (requires platform v1.2.123+) - New Collector plugin for reading files from Azure Blob storage.
• 3E Xcelerate plugin (requires platform v1.2.119+) - New collector plugin for integrating with 3E Xcelerate.

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Improvements

• Zoom plugin field type changes (requires platform v1.2.122+) - Changes ‘meeting_id’ and ‘id’ fields to ‘big int’ type for zoom resources.
• Emitter update (requires platform v1.2.120+) - Fix for an issue where Emitter would timeout after retrying.
• Improved timeout handling during container resize - Timeout behavior has been updated to better handle scenarios where compute containers are actively resizing, reducing job failures caused by transient resize delays.

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Collector

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New Features

• Name filter search - Added name filter search for connections, resources, and collections.

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Improvements

• Connection parameter upserts (requires platform v1.2.115+) - Added id to connection parameter for upserts.
• Cross table incremental pulls for Aderant tables (requires platform v1.2.114+) - Added logic to incrementally collect data from Aderant using other tables’ LAST_MODIFIED value.
• Log ADP correlation-ID on failures (requires platform v1.2.113+)

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Bug Fixes

• Fixed duplicate resource loads occurring before filters restore.
• Fixed connection update failing after a previous failed attempt.

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Pipelines

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New Features

• Auto Pipeline Engine (requires platform v1.2.113+) - The Pipelines platform now supports a new “Auto” pipeline which greatly enhances pipeline execution. This new pipeline engine is now live, but will be slowly rolled out as needed to existing pipelines.
  • Faster Pipeline Execution
  • Fewer Intermediate Tables and Steps
  • Enhanced Observability into Pipeline Runs
  • Intelligent Compute Selection for Improved Performance & Stability
• Mapping validation UI - Added mapping validation with modal and visual feedback for improved error visibility.
• Custom expressions in case statements - Case statements now support custom SQL expressions for more flexible data transformations.
• Centralized SQL expression helpers - SQL expression helpers are now centralized with alias suffix support.
• Custom query sources in mapping editor - Custom query sources are now visible and editable directly in the mapping editor.

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Improvements

• Updated View SQL button - Replaced View SQL icon with outlined text button and updated modal title for better clarity.
• Improved suggested fields UX - Cleaned up suggested fields experience in custom expression modals.
• Decouple Emissions tab from Statistics tab - Emissions tab now operates independently from Statistics tab logic.
• Enhanced and specific validation errors in the mapping editor - Validation errors for data mappings are now specified and made easily addressable in the mapping editor UI.
• Pipeline job details & history - View the execution details of specific jobs running in data pipelines, tracking when they ran, for how long, and how much data was processed.
• Faster pipeline deployment - The pipeline deployment process has been optimized, yielding noticeably reduced times to deploy mappings.

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Bug Fixes

• Fixed expression editor updates not saving correctly.
• Fixed read-only default value display for custom expression sources.
• Fixed dropdown stacking order issue in edit field modal.
• Fixed custom entities not available for foreign key selection in mapping.
• Fixed single quote escaping in SQL expression helpers.
• Fixed spaces being allowed in expression alias field.
• Replaced unreliable Monaco decoration placeholder with HTML overlay.

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Access Control

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New Features

• Prerequisite checks for access control - Added prerequisite validation checks for access control features.
• Read-only access control entities - Access control entities are now read-only and cannot be deleted for improved data integrity.

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Administration

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Improvements

• Streaming skeleton loading states - Added streaming skeleton loading states on homepage and instance settings for improved perceived performance.
• Homepage performance optimization - Optimized homepage performance with lazy cookie reading and component reuse.

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Bug Fixes

• Fixed multiple 3-dot menus opening simultaneously.
• Fixed repeated prefetch in CreateGroup modal.
• Resolved Svelte 5 reactive loops in MultiRef components.
• Fixed MultiRef reactivity issue showing stale data.

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Collector

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New Features

• UKG Pro plugin (requires platform v1.2.111+) - New collector plugin for integrating with UKG Pro HCM.
• Nexl plugin (requires platform v1.2.110+) - New collector plugin for integrating with Nexl CRM.

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Improvements

• Improve SQL to arrow timestamp conversion (requires platform v1.2.110+) - Date and time SQL types now convert more accurately, resulting in more reliable date and time data across pipelines.

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Collector

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New Features

• Dayforce plugins (requires platform v1.2.107+) - New collector plugins for integrating with Dayforce and Dayforce Reports.

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Improvements

• Microsoft SQL Server error detection improvements (requires platform v1.2.108+) - Added support for more Microsoft SQL Server error codes.
• Databricks compute (requires platform v1.2.106+) - Databricks serverless startup and shutdown times have been adjusted to further optimize Databricks serverless cost for the Lakehouse.

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Bug Fixes

• Fixed an issue where collection jobs processing no records on first load could fail unexpectedly

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Pipelines

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New Features

• Custom expressions in source identifiers - Identifier fields in the mapping editor now support custom SQL expressions in addition to simple field selections. Users can mix and match field picks and custom expressions across multiple identifier rows.

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Improvements

• Connection highlighting in the mapping graph - Hovering over a node in the mapping editor now highlights all of its connections while dimming unrelated elements. Clicking a node or edge locks the highlight in place, making it easy to trace data flows in complex mappings.
• Editor-level data catalog caching - The data catalog is now fetched once when the mapping editor opens and shared across all components, eliminating redundant loading when working with multiple sources in the same session.
• Pipeline, emitter, and collection charts upgraded - All job history charts have been migrated to a new charting library with cleaner rendering, full date/time tooltips, and better performance. Removes visual glitches from the previous charting library.
• Simplified field selector loading - The source field selector modal now uses the shared catalog cache, resulting in faster load times when opening field selectors for sources you’ve already worked with.
• Cleaner identifier field management - The primary and target identifier sections now use a row-based UI with explicit add/remove controls, replacing the previous multi-select dropdowns.

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Administration

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New Features

• Unified charts: Consolidated chart components to a single Chart.js implementation across collections, pipelines, and emitter jobs.

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Bug Fixes

• Fixed white screens/blank pages when sessions expire — users are now silently re-authenticated and returned to their original page.
• Fixed memory leaks and timeouts in onboarding polling components; extended compilation timeout from 30s to 90s.
• Fixed UI getting stuck on nested tabs when parent resource fetch fails.

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Collector

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New Features

• CompuLaw plugin (requires platform v1.2.104+) - New collector plugin for integrating with Aderant CompuLaw

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Improvements

• Incremental load support for Microsoft Graph plugin (requires platform v1.2.103+)

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Pipelines

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Improvements

• Databricks Metastore Management (requires platform v1.2.105+) - Subscription data plane Azure Managed Identity can now effectively manage Entegrata pipeline creation, monitoring and maintenance within the Azure Databricks workspace.

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Collector

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New Features

• Visual indicator for inactive connection schedules - Connection schedules now display a clear indicator when they are inactive, making it easier to identify paused or disabled collection jobs at a glance.
• Last discovered date display - The auto-update toggle now shows the last discovered date below it, providing visibility into when resources were last refreshed.
• Courtroom Insights plugin (requires platform v1.2.98+) - New collector plugin for integrating with courtroom insights data systems.
• NetDocuments plugin (requires platform v1.2.98+) - New collector plugin for integrating with NetDocuments document management systems.
• Iridium natural key support (requires platform v1.2.98+) - Enhanced data identification using natural keys for Iridium data sources.
• SharePoint plugin (requires platform v1.2.102+) - New collector plugin for integrating with SharePoint.

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Improvements

• Schema refresh timeout extended - Increased the schema refresh polling timeout from 60s to 120s, improving reliability for larger data sources with complex schemas.
• Collection chart enhancements - Improved the collection chart with better empty state handling and proper respect for filter time ranges.
• Case-insensitive SFTP file extensions (requires platform v1.2.98+) - SFTP file path matching now ignores case, improving flexibility when collecting files with varying extension formats.
• Field type modifiers (requires platform v1.2.98+) - More granular control over data type handling in source fields during collection.
• Increased message handling capacity (requires platform v1.2.98+) - Better response times through optimized message processing in the infrastructure layer.
• Improved the way natural keys are identified (requires platform v1.2.99+)
• Ensure primary keys are required fields (requires platform v1.2.100+) - Adds extra checks to ensure primary key fields are set to be required.

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Bug Fixes

• Fixed connection profile not refreshing after status checks.
• Fixed arithmetic overflow issues in data processing during collection jobs (requires platform v1.2.98+).
• Various stability and reliability improvements across collector, delegator, and guardian services (requires platform v1.2.98+).

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Pipelines

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New Features

• Source field selector with multi-select - Added a new source field selector modal with multi-select support, allowing you to add multiple fields to mappings in a single action.
• Type modifiers support - Added support for type modifiers on data source fields, providing more granular control over data type handling.
• Prevent publishing empty entities - The system now validates that entities have at least one data source before allowing publish, preventing accidental deployment of incomplete configurations.
• Emitter service (requires platform v1.2.98+) - New backend infrastructure service enabling data emission from pipelines to external systems. Emitters allow you to send transformed pipeline data to external destination systems, with support for manual, scheduled, or event-driven triggers.

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Improvements

• Consistent table row heights - Fixed mapping table row heights to remain consistent regardless of user permissions, preventing UI shifts.

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Bug Fixes

• Fixed an issue with mapping hierarchy navigation.
• Added badge for manual pipelines.

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Administration

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Improvements

• Internal alerting system migration (requires platform v1.2.101+)

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Bug Fixes

• Fixed an issue where analytics initialization could delay application load.
• Various interface improvements including spacing and alignment fixes.