-
Notifications
You must be signed in to change notification settings - Fork 28.5k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
[SPARK-32364][SQL] Use CaseInsensitiveMap for DataFrameReader/Writer …
…options When a user have multiple options like `path`, `paTH`, and `PATH` for the same key `path`, `option/options` is non-deterministic because `extraOptions` is `HashMap`. This PR aims to use `CaseInsensitiveMap` instead of `HashMap` to fix this bug fundamentally. Like the following, DataFrame's `option/options` have been non-deterministic in terms of case-insensitivity because it stores the options at `extraOptions` which is using `HashMap` class. ```scala spark.read .option("paTh", "1") .option("PATH", "2") .option("Path", "3") .option("patH", "4") .load("5") ... org.apache.spark.sql.AnalysisException: Path does not exist: file:/.../1; ``` Also, this PR adds the following. 1. Add an explicit document to `DataFrameReader/DataFrameWriter`. 2. Add `toMap` to `CaseInsensitiveMap` in order to return `originalMap: Map[String, T]` because it's more consistent with the existing `case-sensitive key names` behavior for the existing code pattern like `AppendData.byName(..., extraOptions.toMap)`. Previously, it was `HashMap.toMap`. 3. During (2), we need to change the following to keep the original logic using `CaseInsensitiveMap.++`. ```scala - val params = extraOptions.toMap ++ connectionProperties.asScala.toMap + val params = extraOptions ++ connectionProperties.asScala ``` 4. Additionally, use `.toMap` in the following because `dsOptions.asCaseSensitiveMap()` is used later. ```scala - val options = sessionOptions ++ extraOptions + val options = sessionOptions.filterKeys(!extraOptions.contains(_)) ++ extraOptions.toMap val dsOptions = new CaseInsensitiveStringMap(options.asJava) ``` `extraOptions.toMap` is used in several places (e.g. `DataFrameReader`) to hand over `Map[String, T]`. In this case, `CaseInsensitiveMap[T] private (val originalMap: Map[String, T])` had better return `originalMap`. No. Pass the Jenkins or GitHub Action with the existing tests and newly add test case at `JDBCSuite`. Closes #29191 from dongjoon-hyun/SPARK-32364-3. Authored-by: Dongjoon Hyun <dongjoon@apache.org> Signed-off-by: Dongjoon Hyun <dongjoon@apache.org> (cherry picked from commit aed8dba) Signed-off-by: Dongjoon Hyun <dongjoon@apache.org> a
- Loading branch information
1 parent
df930e1
commit 611a29a
Showing
5 changed files
with
96 additions
and
8 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters