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  • 1.  Using Horizontal Partitioning in Connect CDC to Route Rows Across Multiple Targets

    Employee
    Posted 06-23-2026 10:37
    Edited by Adhitya Maya 06-23-2026 11:28
    What I noticed
    I ran into Horizontal Partitioning in Connect CDC, and it changed how I look at replication. It is not just table-to-table sync. You can route rows from the same source table to different targets based on data values.
    How it works
    Horizontal Partitioning uses Gate Conditions on target mappings. Each target has a condition, and CDC routes each row based on its values.
    If a row changes and later matches a different condition, CDC can remove it from the old target and insert it into the new one. There is also an option to keep the old target row if needed.
    Two things that mattered in practice:
    • Gate Conditions are case-sensitive. If your data has mixed casing, use functions to normalize values before comparison.
    • Scope tracking only works when the condition is based on columns in the source table. If you use system variables, CDC cannot detect previous values, so it will not remove rows from the old target.
    Where it helps
    I've seen this fit well in scenarios like:
    • Splitting one table across regional targets
    • Sending specific categories of rows to different systems
    • Keeping target databases limited to only relevant data
    • Building one-to-many distribution without extra logic outside CDC
    Why it stands out
    Most replication setups just keep tables in sync. This lets you apply business rules to decide where data goes, directly inside CDC processing. No extra pipelines or custom routing needed.
    Have you used Horizontal Partitioning in your models, or are you handling routing outside CDC?

     



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    Adhitya Maya
    *Precisely Software Inc.
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  • 2.  RE: Using Horizontal Partitioning in Connect CDC to Route Rows Across Multiple Targets

    Employee
    Posted 08-01-2026 03:16

    Great explanation! I especially liked the point about scope tracking when rows move between conditions. Horizontal Partitioning seems like a really useful way to handle data routing directly within Connect CDC.



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    Sathya LJK
    *Precisely Software Inc.
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  • 3.  RE: Using Horizontal Partitioning in Connect CDC to Route Rows Across Multiple Targets

    Employee
    Posted 30 days ago
    I like this use case. Horizontal Partitioning feels like an underrated feature until you start thinking about routing logic at scale.


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    Shivang Joshi
    *Precisely Software Inc.
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  • 4.  RE: Using Horizontal Partitioning in Connect CDC to Route Rows Across Multiple Targets

    Employee
    Posted 4 days ago
    Thanks for sharing. Horizontal Partitioning is one of those features that can significantly simplify replication architecture when used correctly. The ability to route data to multiple targets based on business rules removes the need for additional filtering logic outside CDC and helps keep implementations easier to manage.


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    Neha Goel
    *Precisely Software Inc.
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