[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
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[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
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[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
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[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
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[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
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[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
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[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
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[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
Github user cloud-fan commented on the issue: https://github.com/apache/spark/pull/22009 > the scan config builder needs to accept the options This is the first item in the follow-up list. Currently the life cycle of `ReadSupport` instance is bound to a batch/streaming query, so the user-specified options should be passed when returning the `ReadSupport` instance. > SaveMode needs to be removed We can't remove existing features. Even if we have a better way to write data, what we should do is to deprecate the `SaveMode` but not remove it. I think all other reviewers do not agree to remove `SaveMode`. > It's a bad idea to put half the changes in the read PR Yea I totally agree with it, but we need to define "half." I don't think the write side change here is just a haft. It's complete to all the data source features we have today. We can't say a change is half because it doesn't support a non-existing feature(the replaceWhere stuff). We can change the API later if it's necessary to support new features. Again, this PR is not marking data source v2 API as stable. We can reject it if it does something wrong, but we can't just say "this doesn't have XYZ feature and we can't merge it". I tried my best to minimize the changes by keeping some design/semantic same as before(pushdown API is not changed, life cycle is not changed, etc.). It's OK if you have some better design/ideas, please send a new PR to do it instead of squashing them to this PR. In general we should improve the data source v2 incrementally. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
Github user rdblue commented on the issue: https://github.com/apache/spark/pull/22009 @cloud-fan, I think that the scan config builder needs to accept the options and that SaveMode needs to be removed before we should merge this PR. I'm fine with following up with the WriteConfig addition, but then I think that this should not contain any changes to the write path. It's a bad idea to put half the changes in the read PR and the other half in another one. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
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[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
Github user gatorsmile commented on the issue: https://github.com/apache/spark/pull/22009 @cloud-fan Post these follow-up tasks in the PR description? --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
Github user cloud-fan commented on the issue: https://github.com/apache/spark/pull/22009 some highlights: this PR is to reshape the data source v2 API to make it better, but NOT to make it perfect and stable, which is impossible to be done with one PR. Whether this PR is merged before 2.4 or not, it doesn't matter. The data source v2 API is still unstable and backward compatibility will not be a concern in the data source v2 development in the next release. Some follow-ups we should do after this PR: 1. Add `WriteConfig`. This is similar to `ScanConfig` and makes the write API more flexible. But one problem is, it needs to change the streaming execution engine for this new concept, which I think is better to be done in another PR. 2. Refine the document. This PR adds/changes a lot of document and it's very likely that some people may have better ideas. 3. Figure out the life cycle of `CustomMetrics`. It looks to me that it should be bound to a `ScanConfig`, but we need to change `ProgressReporter` to get the `ScanConfig`. Better to be done in another PR. 4. Let `BatchReadSupport.newScanConfigBuilder` take `DataSourceOptions` as parameter. When a data source wants to reuse a `ReadSupport` instance across queries, we need a way to pass in the query-specific options to the `ReadSupport` instance. However currently no data source implementation is doing it, we can do it when developing the datalog integration. 5. Better operator pushdown API. This PR keeps the pushdown API as it was, i.e. using the `SupportsPushdownXYZ` traits. We can design a better API using build pattern, but this is a complicated design and deserves an individual JIRA ticket and design doc. 6. Improve the continuous streaming engine to only create a new `ScanConfig` when re-configuring. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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[GitHub] spark issue #22009: [SPARK-24882][SQL] improve data source v2 API
Github user HyukjinKwon commented on the issue: https://github.com/apache/spark/pull/22009 @cloud-fan, are there more things to be done here than rebasing? --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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