GitHub user cloud-fan opened a pull request: https://github.com/apache/spark/pull/17315
[SPARK-19949][SQL] unify bad record handling in CSV and JSON ## What changes were proposed in this pull request? Currently JSON and CSV have exactly the same logic about handling bad records, this PR tries to abstract it and put it in a upper level to reduce code duplication. The overall idea is, we make the JSON and CSV parser to throw a BadRecordException, then the upper level, FailureSafeParser, handles bad records according to the parse mode. Behavior changes: 1. with PERMISSIVE mode, if the number of tokens doesn't match the schema, previously CSV parser will treat it as a legal record and parse as many tokens as possible. After this PR, we treat it as an illegal record, and put the raw record string in a special column, but we still parse as many tokens as possible. 2. all logging is removed as they are not very useful in practice. ## How was this patch tested? existing tests You can merge this pull request into a Git repository by running: $ git pull https://github.com/cloud-fan/spark bad-record2 Alternatively you can review and apply these changes as the patch at: https://github.com/apache/spark/pull/17315.patch To close this pull request, make a commit to your master/trunk branch with (at least) the following in the commit message: This closes #17315 ---- commit adfde77125eb31b262a2f010851beef2b872e1e8 Author: Wenchen Fan <wenc...@databricks.com> Date: 2017-03-16T13:52:59Z unify bad record handling in CSV and JSON ---- --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- --------------------------------------------------------------------- To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org