GitHub user cloud-fan opened a pull request: https://github.com/apache/spark/pull/2230
SPARK-2096 Correctly parse dot notations First let me write down the current `projections` grammar of spark sql: expression : orExpression orExpression : andExpression {"or" andExpression} andExpression : comparisonExpression {"and" comparisonExpression} comparisonExpression : termExpression | termExpression "=" termExpression | termExpression ">" termExpression | ... termExpression : productExpression {"+"|"-" productExpression} productExpression : baseExpression {"*"|"/"|"%" baseExpression} baseExpression : expression "[" expression "]" | "(" expression ")" | ident | ... ident : identChar {identChar | digit} | delimiters | ... identChar : letter | "_" | "." delimiters : "," | ";" | "(" | ")" | "[" | "]" | ... projection : expression [["AS"] ident] projections : projection { "," projection} For something like `a.b.c[1]`, it will be parsed as: <img src="http://img51.imgspice.com/i/03008/4iltjsnqgmtt_t.jpg" border=0> But for something like `a[1].b`, the current grammar can't parse it correctly. A simple solution is written in `ParquetQuerySuite#NestedSqlParser`, changed grammars are: identChar : letter | "_" baseExpression : expression "[" expression "]" | expression "." ident | "(" expression ")" | ident | ... This works well, but can't cover some corner case like `select t.a.b from table as t`: <img src="http://img51.imgspice.com/i/03008/v2iau3hoxoxg_t.jpg" border=0> `t.a.b` parsed as `GetField(GetField(UnResolved("t"), "a"), "b")` instead of `GetField(UnResolved("t.a"), "b")` using this new grammar. However, we can't resolve `t` as it's not a filed, but the whole table.(if we could do this, then `select t from table as t` is legal, which is unexpected) My solution is: dotExpressionHeader : ident "." ident baseExpression : expression "[" expression "]" | dotExpressionHeader | expression "." ident | "(" expression ")" | ident | ... I passed all test cases under sql locally and add a more complex case. I'm not familiar with the latter optimize phase, please correct me if I missed something. You can merge this pull request into a Git repository by running: $ git pull https://github.com/cloud-fan/spark dot Alternatively you can review and apply these changes as the patch at: https://github.com/apache/spark/pull/2230.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 #2230 ---- commit de630829028d9d4a7ef55b8a0ff31e09f0b549d9 Author: Wenchen Fan <cloud0...@163.com> Date: 2014-09-01T11:10:02Z SPARK-2096 Correctly parse dot notations ---- --- 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