[
https://issues.apache.org/jira/browse/SPARK-51727?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=18038403#comment-18038403
]
Sanford Ryza commented on SPARK-51727:
--------------------------------------
[~dongjoon] heads up that I added a couple subtasks here:
- The fix for the `EndToEndAPISuite` test failure that you noticed.
- A fix for a critical bug that I discovered this morning.
Both have PRs posted.
> SPIP: Declarative Pipelines
> ---------------------------
>
> Key: SPARK-51727
> URL: https://issues.apache.org/jira/browse/SPARK-51727
> Project: Spark
> Issue Type: Umbrella
> Components: Spark Core
> Affects Versions: 4.1.0
> Reporter: Sandy Ryza
> Assignee: Sandy Ryza
> Priority: Major
> Labels: releasenotes
> Fix For: 4.1.0
>
>
> The SPIP proposes a new abstraction that combines multiple transformations
> into a single declarative dataflow graph, to simplify the development and
> management of data pipelines.
>
> The approach extends Spark's lazy, declarative execution model beyond single
> queries, to pipelines that keep multiple datasets up to date. This reduces
> cognitive overhead and the need for manual orchestration of dependencies.
>
> Declarative pipelines can include both batch and streaming computations,
> leveraging Spark Streaming for stream processing and new materialized view
> syntax for batch processing.
>
> SPIP doc:
> [https://docs.google.com/document/d/1PsSTngFuRVEOvUGzp_25CQL1yfzFHFr02XdMfQ7jOM4/edit?tab=t.0]
--
This message was sent by Atlassian Jira
(v8.20.10#820010)
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
