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  • The new Pipeline Cache feature (private beta) enables you to leverage in-memory lookup

  • New APIM Public APIs allow you to publish, unpublish, deprecate, or retire a set of API versions

  • Support for CyberArk Conjur in Secrets Manager

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  • Improved synchronization scheduling. As the last step in the wizard, choose to:

    • Continue without scheduling.

    • Pick a preset schedule and set the start time.

    • Create a custom schedule, which allows you to set an end date.

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Known Issues

  • If you save a data pipeline and then edit its name, you cannot delete it.

  • AutoSync cannot upload a CSV file to the cloud data warehouse if the name includes a special character, such as #, $, %, or &.

  • Google BigQuery does not support special characters for names. Data pipelines where the source file, table, or object names include special characters will fail. Whitespace, dash, and underscore in the names are not a problem.

  • At times, AutoSync cannot clean up the Google Cloud Storage staging area after loading from Salesforce to Google BigQuery. If this occurs, you should manually remove the files to retrieve the storage.

  • In the IIP AutoSync Manager screen, you can create Accounts to use with AutoSync. For Google BigQuery, the Account Type dropdown allows you to select Google Service Account or Google Service Account JSON, which are not supported by AutoSync.

  • In some cases, when you create or edit the synchronization schedule, you can select a start time in the past. If you do this for a data pipeline that is scheduled to run once, it will not run unless you start it manually.

  • To use the SCD2 load type for Snowflake, you must modify Snowflake configurations created before the May 2023 release. Because AutoSync automatically sets the timezone to UTC for SCD2 operations, do the following:

    • For an Account created in the IIP, add a Uri property parameter with the name TIMEZONE and a value of UTC.

    • For credentials saved in AutoSync, delete them and create a new configuration.

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  • Pipeline Cache is a subscription feature (private beta) that enables you to cache reference information in a pipeline. The reference information is cached in memory, and the Pipeline Cache mechanism retrieves it. Looking up values based on database rows/columns is a costly operation if the table is queried repeatedly, using the same data as reference fields. An in-memory data store allows your pipelines to look up these keys/values/data in other Snaps at runtime. If you have data in an external system that you plan to look up (such as an object or ID), then you can use Pipeline Cache to perform this operation.

  • Secrets Manager introduces support for CyberArk Conjur. You can now use CyberArk as your vault. Workflows are similar to other supported vault vendors.

  • New Public APIs are available for APIM.

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  • The UI now uses accessible colors. Some icons are larger and more readable. For example, note the status icons on the summary cards in the Execution overview:

    Image RemovedImage Added

Fixed Issues

TBD

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