[SPARK-53737][SQL][SS] Add Real-time Mode trigger #52473
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viirya
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Sep 30, 2025
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Merged to master. Thanks @jerrypeng |
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@viirya thank you for merging the PR in! |
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Thank you so much for If you have more PRs in your plan, shall we have an umbrella JIRA issue to advertise your contribution actively for Apache Spark 4.1.0? Currently, I saw two PRs including this and put them under SPARK-51166 temporarily to give a better visibility, but independent umbrella JIRA issue will be perfect for you. |
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@jerrypeng I remember you said you created https://issues.apache.org/jira/browse/SPARK-53736 as an umbrella JIRA for real-time mode PRs. Could you put the SPARK-53737 and SPARK-53784 under it? |
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Thank you @dongjoon-hyun |
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Oh, it exists. Thank you, @viirya . I'll move them to SPARK-53736 . |
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What changes were proposed in this pull request?
Introduce a new trigger type for Real-time Mode (RTM) in Structured Streaming. This new trigger will be how users enable their Structured Streaming query to run in Real-time Mode.
Please note this PR just adds the trigger. Users cannot yet run queries in Real-time Mode. Other functionality will come in later PRs.
Why are the changes needed?
This serves as the first PR to add Real-time mode to Structured Streaming.
Does this PR introduce any user-facing change?
Yes, it adds a new trigger type to Structured Streaming. This change does not effect or change any existing behaviors.
How was this patch tested?
Unit test added.
Was this patch authored or co-authored using generative AI tooling?
No