Highlights

AgentCreator

• Added the Agent Snap to each LLM Snap Pack, simplifying the agent creation process and integrating with Agent Visualizer

APIM 3.0

• Support for consumers to try Services out in DeveloperHub

Pipelines and Tasks

• Scheduled Task Queuing enhances scheduled pipeline executions with the goal of increasing resiliency

Snaps

• Added SnapGPT banner in Snap settings dialog

• Added the Athena Create Table Snap to the Amazon Athena Snap Pack

• Added IBM MQ Account to the JMS Snap Pack

• Added the OPC UA Node Selector Snap to the OPC UA Snap Pack

• Added the In-memory OAuth2 Account to use with the HTTP Client Snap

• Added SharePoint Online Application (Certificate) Account to SharePoint Online Snap Pack

• Added Send Message as Bot and Send Chat Message Snaps to the Teams Snap Pack

• Added the PostgreSQL Multi Execute Snap to the PostgreSQL Snap Pack

SnapGPT

• Introduced the Extended thinking mode, optimized for pipeline generation.

• SnapGPT in the expression-enabled fields in Snaps and Accounts now suggests and refines expressions based on user prompts.

• Enhanced image upload for pipeline generation with a thumbnail preview.

• Redesigned prompt panel with a default set of prompts.

In this Release

Recommended Snaplex Version

Snaps: Patch Updates

UI Updates to Expressions Enabler and SnapGPT

• Snaps:

  • The dropdown for Expressions is now replaced with the Bulb icon. Click this icon to view the list of available functions and properties or search for a function. Alternatively, you can click the Expression builder button to build an expression. Learn more.

  • The SnapGPT icon that is available across all expression-enabled fields is now repositioned to the right of the Expression enabler . You can add a prompt to generate or refine an expression using the SnapGPT icon. Learn more.

    Open

    

• SnapGPT:

  • Expression enabler mode: The dropdown icon for opening a list of available functions and properties has been replaced with a light bulb icon. You can browse or search for a function or use the Expression builder to write an expression. Learn more.

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    SnapGPT mode: Enter a prompt to generate or refine an expression using natural language.

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AgentCreator

Agent Snaps

Introducing the Agent Snap to each LLM Snap Pack. The Agent Snap accepts input containing an initial request contents, a list of tools, and parameters to invoke an Agent execution loop. This evolution simplifies the agent creation process by consolidating capabilities into one Snap.

Open

The following table provides documentation for each Snap and a pipeline pattern you can open in the Public Pattern Library.

Agent Visualizer

The Agent Visualizer is integrated in the Agent Snap and can be launched in the Snap Settings dialog by clicking the Visualize agent flow button.

Open

Improvements include the following:

• New color coding for successful and failed executions

• Icons to designate hierarchical levels of agents

• Better error messaging to make troubleshooting easier

APIM 3.0

New Features

• Try it out is now available in DeveloperHub. Consumers can exercise Service endpoints, authenticate, pass in parameters, and view the results without leaving the site. The Service must be published and have both a CORS Restriction rule and a supported authentication rule, API Key Auth, JWT Validator, or Basic Authentication.

• Environments subscribed to Third-party Observability can view APIM 3.0 traces for some components with a tool that supports OpenTelemetry (OTel). Third-party observability is only available for Groundplexes. In this November release:

  • To access APIM 3.0 traces, you must use the Policy Snap Pack version main33142 and a Snaplex running 4.43. These are not the default versions, so you must set them explicitly.

  • Traces are available for:

    • Request metadata, such as the API path, headers, method, status code, caller role, and runtime ID

    • The following rules: Anonymous Authorization, Authorize by Role, and Callout Authenticator

Enhancements

• In environments using the Git Integration, you can add a .gitignore file to a project. In the file, specify a Service and version path to exclude its assets from Git operations. You cannot ignore individual Service assets.

Known Issues

• When you publish updated pages, the Last Deployed timestamp doesn’t change. It only changes if you publish style changes.

• In Site Manager, the input field for text attributes with sliders isn’t currently editable.

AutoSync

Fixed Issues

• AutoSync now correctly handles schema drift for the following load types when new columns with NOT NULL constraints are added.

  • Full load: Truncates the target table before adding new columns, preventing failures caused by existing rows without values for the new column.

  • Incremental and SCD2 loads: Adds new columns as nullable, ignoring NOT NULL constraints to ensure schema evolution succeeds even when existing data lacks values.

This update ensures smoother schema drift handling and prevents sync failures when adding new columns with NOT NULL constraints.

Designer

Enhancements

• A new context menu in Designer is available by right-clicking anywhere on the canvas outside of the Snaps. It provides the same pipeline edit options as the toolbar.

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• The new navigation options include:

  • For pipelines that have run, open their execution records in Monitor.

  • Open the pipeline’s project in Project manager.

Documentation Enhancements

Improvements

The Data Preview documentation is now available in the new doc site and has been refactored.

Migrated pages

Monitor

Enhancements

• Nodes that were active for less than 15 minutes and stopped unexpectedly will be deleted on a daily basis and will not be displayed as inactive nodes.

• In the Pipeline executions table, the Status column now contains the status in text instead of icons, making it easier to read at a glance:

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• For API Metrics filters and the Pipeline Executions table, you can now select all or clear all project selections with one click:

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  The Select All option selects all projects for which you have at least view permission.

• For clarity, the System overview Graph view now reports the utilization of the /tmp and /home directories in separate bars:

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Fixed Issues

• Restored the missing metrics in the Monitor > Metrics page.

• You can now view a list of projects when you use the Project filter.

• In Monitor > Notification Center, you can now configure notifications by manually entering email addresses. Previously, you could only pick the user from a list.

Patterns Library

• New AgentCreator patterns use the Agent Snaps: Each pattern leverages an Agent Snap based on the LLM vendor to create the personal assistant agent. This personal assistant agent performs daily tasks to boost user productivity. The agent reads emails, sends emails on behalf of the user, reads events from the user's Google Calendar, and can search the internet for more information. The patterns are available on the Global and EMEA control planes.

  • AgentCreator Agent - OpenAI - Personal assistant agent

  • AgentCreator Agent - Google Gemini - Personal assistant agent

  • AgentCreator Agent - Amazon Bedrock - Personal assistant agent

  • AgentCreator Agent - Azure OpenAI - Personal assistant agent

Pipelines and Tasks

• Scheduled Task Queuing is an opt-in feature in the SnapLogic Platform that enhances Schedule Task executions with the goal of increasing resiliency. It introduces a queue to improve the success of Scheduled Task executions during resource contention. When the system is overloaded, incoming Scheduled Tasks are added to a queue until sufficient resources are available to run them.

Fixed Issues

• Fixed an issue where Scheduled Tasks triggered duplicate executions even though the pipeline ran every time it was scheduled to.

• The Task Details page now displays task status dates consistently.

Platform

Introduced new limited availability platform options for pipeline execution optimization and resilience.

• Cache Service: Provides caching capabilities at the data plane layer for dynamic referenced accounts, pipelines and expression libraries referenced in pipelines. Pipeline validations and executions can be slow due to information that needs to be fetched for pipeline prepare. Cache Service optimizes the fetch mechanism by decreasing the dependency on the control plane for such operations.

• Execution node selection: Offers an alternative way that a Snaplex identifies resources at maximum utilization. When a Snaplex detects a node failing a health check, the pipeline execution is retried on a different node. This option is ideal for distributed environments, such as Kubernetes, where Groundplexes have at least 4 nodes.

Snaps

New

• Amazon Athena: Added the Athena Create Table Snap that enables you to create Iceberg/Athena table from existing S3 Parquet files.

• Added the In-memory OAuth2 Account to use with the HTTP Client Snap.

• Added the IBM MQ Account to the JMS Snap Pack. It enables SSL configuration at the account level and avoids the need to manage multiple Snaplexes.

• Added the Node Selector Snap to the OPC UA Snap Pack. It enables you to select multiple Node IDs.

• Teams: Added the following two new Snaps to the Teams Snap Pack:

  • Send Message as Bot: Enables you to programmatically send messages to Microsoft Teams channels or chats using a bot identity. This enables automated communication and integration between your business systems and Teams.

  • Send Chat Message: Enables you to send chat messages to the specified user using the Chat ID.

Enhancements

• Azure Service Bus:

  • Upgraded the Azure Service Bus client library from v7.14.1 to v7.17.13 to improve the resiliency of the messaging service bus.

• Google Directory:

  • Enhanced the Google Directory Read Snap with the Include group members field that enables you to access information about the members of any read groups.

• Google Sheets:

  • Enhanced the Google Sheets Writer Snap with retry support to attempt retries after failures.

  • Added the Batch size field in the Google Sheets Writer Snap that allows you to control the maximum number of rows that can be processed before the row data is written to the targeted worksheet.

• JIRA:

  • Atlassian has announced the deprecation of version 2 of the JIRA REST API effective May 1, 2025. Hence, if your pipelines use version 2 of the JIRA REST API, they may not function properly. We recommend updating the API Version field in the JIRA Search Snap to 3 to enforce the use of version 3 API for the search operation.

  • startAt field is no longer supported in the JIRA Search Snap. However, it will not impact your existing pipelines.

  • Jira now supports cursor-based pagination, and the Snap automatically handles this feature.

• JMS:

  • Added a new node property (jvm_option) -Dsnaplogic.jms.connection.cache.timeout=<milliseconds> to allow JMS Account connections to persist for a user-stipulated time duration (in milliseconds) even after a pipeline run is complete. Any new connection using this account within the stipulated time will succeed and reset this timer.

  • Added the Execution timeout field in the JMS Consumer Snap that prevents indefinite suspension of pipelines when the message availability is low and allows the Snap to stop gracefully when the message count threshold is not met within the specified timeout.

• Marketo:

  • Enhanced the Asset Read, Asset Write, Lead Read, and Lead Write Snaps by introducing a retry mechanism with configurable limits to ensure operations complete within a defined timeframe.

• Script:

  • Updated the PySpark Snap to populate the output view from the output stream of the process project instead of the error stream.

• SharePoint Online:

  • Introduced the SharePoint Online Application (Certificate) Account to support certificate-based authentication for the Client Credentials grant type.

• OPC UA:

  • Enhanced the OPC UA Subscribe Snap with the Batch size field that enables processing of 'n' number of nodes in a single batch.

  • Added node ID suggestions in all OPC UA Snaps.

  • Improved error handling (error view structure and error messages) and field mappings ($status_code, $value, $error, $stacktrace, $reason, and $resolution) in the OPC UA Read and Write Snaps.

• RabbitMQ:

  • Enhanced the RabbitMQ Consumer Snap with the Execution timeout field that enables the Snap to gracefully stop within the specified time, even if the message count threshold is not met. If the message consumption occurs before timeout then the snap will consume the message and stops gracefully before timeout as expected.

• PostgreSQL:

  • Added the PostgreSQL Multi Execute Snap that enables you to execute one or more SQL write statements sequentially inside a single transaction (BEGIN/END) for each input document.

Fixed Issues

• The Metadata Snap Pack now supports using .sla files to create accounts.

• Fixed an issue with the Script Snap that failed with a runtime error after the upgrade to 4.42 GA. The Snap now:

  • Handles the standard library imports to ensure compatibility with Python 2 and Jython.

  • Distinguishes between user-requested imports and automatic (transitive) imports, even when they are deeply nested.

SnapGPT

New

• Introduced a new dropdown called Thinking mode to allow users to switch between:

  • Standard thinking: The default mode for all SnapGPT operations.

  • Extended thinking: Optimized for generating the pipeline. Slower response, but with higher accuracy. Learn more.

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Enhancements

• The SnapGPT prompt panel has been redesigned for improved usability:

  • The Submit Prompt and Stop Generating buttons have been moved outside the input box to the bottom-right corner.

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    The Upload Image button has been moved outside the input box to the bottom-left of the panel. Uploading an image adds a thumbnail preview inside the prompt box, with the associated prompt text automatically indented on the side of it.

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    A new Suggestions button (light bulb icon) next to the Upload Image button replaces the suggestion chips. Now, it displays a default set of suggested prompts: Describe pipeline, Analyze pipeline, Generate pipeline, and Refine pipeline.

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    The input box now has a fixed maximum height with scroll behavior for long prompts, preventing buttons from being pushed out of the viewport. Learn more.

Public APIs

• Updated the query parameters for the OpenLineage Retrieve lineage API.