{"action":"created","comment":{"url":"https://api.github.com/repos/SnappyDataInc/snappydata/pulls/comments/104291297","pull_request_review_id":25126679,"id":104291297,"diff_hunk":"@@ -663,7 +673,7 @@ class SnappyParser(session: SnappySession)\n     SELECT ~ (DISTINCT ~> trueFn).? ~\n     (namedExpression + commaSep) ~\n     (FROM ~ ws ~ relations).? ~\n-    (WHERE ~ expression).? ~\n+    (WHERE ~ (test(setTokenize) ~ expression ~ test(setNoTokenize))).? ~","path":"core/src/main/scala/org/apache/spark/sql/SnappyParser.scala","position":62,"original_position":62,"commit_id":"55e2a62a0364af3b4d646c2684535bb2b933458e","original_commit_id":"da2e8096ad4ad5f03c0cdd48088996847638f597","user":{"login":"kneeraj","id":1151021,"avatar_url":"https://avatars0.githubusercontent.com/u/1151021?v=3","gravatar_id":"","url":"https://api.github.com/users/kneeraj","html_url":"https://github.com/kneeraj","followers_url":"https://api.github.com/users/kneeraj/followers","following_url":"https://api.github.com/users/kneeraj/following{/other_user}","gists_url":"https://api.github.com/users/kneeraj/gists{/gist_id}","starred_url":"https://api.github.com/users/kneeraj/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/kneeraj/subscriptions","organizations_url":"https://api.github.com/users/kneeraj/orgs","repos_url":"https://api.github.com/users/kneeraj/repos","events_url":"https://api.github.com/users/kneeraj/events{/privacy}","received_events_url":"https://api.github.com/users/kneeraj/received_events","type":"User","site_admin":false},"body":"LGTM - I think means \"Looks good to merge\" :-)\r\n\r\nInitially tokenization was working on all parts of the query, I mean the parsing was all proper and all the literals were getting properly captured. Generated code was also not the problem. The problem was coming in the analyzer phase where it was not able to understand the new node type and expected very definite things against certain clauses. Limit anything other than integer against a limit clause will fail. Since we did not want to change the analyzer phase code so reduced the scope to WHERE clause of queries -- nested to any level ( should cover the majority use cases )","created_at":"2017-03-04T16:24:24Z","updated_at":"2017-03-04T16:24:24Z","html_url":"https://github.com/SnappyDataInc/snappydata/pull/517#discussion_r104291297","pull_request_url":"https://api.github.com/repos/SnappyDataInc/snappydata/pulls/517","_links":{"self":{"href":"https://api.github.com/repos/SnappyDataInc/snappydata/pulls/comments/104291297"},"html":{"href":"https://github.com/SnappyDataInc/snappydata/pull/517#discussion_r104291297"},"pull_request":{"href":"https://api.github.com/repos/SnappyDataInc/snappydata/pulls/517"}}},"pull_request":{"url":"https://api.github.com/repos/SnappyDataInc/snappydata/pulls/517","id":108340249,"html_url":"https://github.com/SnappyDataInc/snappydata/pull/517","diff_url":"https://github.com/SnappyDataInc/snappydata/pull/517.diff","patch_url":"https://github.com/SnappyDataInc/snappydata/pull/517.patch","issue_url":"https://api.github.com/repos/SnappyDataInc/snappydata/issues/517","number":517,"state":"open","locked":false,"title":"Snap 1346","user":{"login":"kneeraj","id":1151021,"avatar_url":"https://avatars0.githubusercontent.com/u/1151021?v=3","gravatar_id":"","url":"https://api.github.com/users/kneeraj","html_url":"https://github.com/kneeraj","followers_url":"https://api.github.com/users/kneeraj/followers","following_url":"https://api.github.com/users/kneeraj/following{/other_user}","gists_url":"https://api.github.com/users/kneeraj/gists{/gist_id}","starred_url":"https://api.github.com/users/kneeraj/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/kneeraj/subscriptions","organizations_url":"https://api.github.com/users/kneeraj/orgs","repos_url":"https://api.github.com/users/kneeraj/repos","events_url":"https://api.github.com/users/kneeraj/events{/privacy}","received_events_url":"https://api.github.com/users/kneeraj/received_events","type":"User","site_admin":false},"body":"## Changes proposed in this pull request\r\n\r\nTokenization work. Brief description of the changes.\r\n- Added code in SnappyParser to identify literals in WHERE clause of select queries only.\r\n- Tracked the literal number of the literals and replaced the literal with a ParamLiteral object in the logical plan which tells position as well as encapsulates the exact literal and its type.\r\n- Caching the generated plan against (session, logical plan) instead of (session, sqlText)\r\nThe equality and hashcode of ParamLiteral is written such that they ignore exact literal value and just uses the position determined in the parser and the data type of the literal.\r\n- Kept a handle of the references object in a new CachedPlanHelperExec plan. Injected this plan just below the WholeStageCodegenExec plan.\r\n- The doProduce of the ParamLiteral injects LiteralValue ( new holder type object ) in the references of the GeneratedIterator. The LiteralValue keeps the position and the datatype also along the value.\r\n- On re-execution the cache is looked up and if an exisiting plan is obtained then the constant values from the new logical plan is substitued in the LiteralValue's value field only.\r\n\r\n## Patch testing\r\n\r\nRan precheckin. Almost clean. Known failures are coming. After Sumedh's checkin they will be good. Verified the perf and working through a couple of unit tests addded in CoulmnTableTest. Adding more tests.\r\n\r\n## ReleaseNotes.txt changes\r\n\r\n(Does this change require an entry in ReleaseNotes.txt? If yes, has it been added to it?)\r\n\r\n## Other PRs \r\n\r\n(Does this change require changes in other projects- store, spark, spark-jobserver, aqp? Add the links of PR of the other subprojects that are related to this change)\r\n","created_at":"2017-02-28T14:26:01Z","updated_at":"2017-03-04T16:24:24Z","closed_at":null,"merged_at":null,"merge_commit_sha":"acd6a400c8c899ced593e679ec56e2c6ae40db33","assignee":{"login":"vivekwiz","id":6355940,"avatar_url":"https://avatars2.githubusercontent.com/u/6355940?v=3","gravatar_id":"","url":"https://api.github.com/users/vivekwiz","html_url":"https://github.com/vivekwiz","followers_url":"https://api.github.com/users/vivekwiz/followers","following_url":"https://api.github.com/users/vivekwiz/following{/other_user}","gists_url":"https://api.github.com/users/vivekwiz/gists{/gist_id}","starred_url":"https://api.github.com/users/vivekwiz/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/vivekwiz/subscriptions","organizations_url":"https://api.github.com/users/vivekwiz/orgs","repos_url":"https://api.github.com/users/vivekwiz/repos","events_url":"https://api.github.com/users/vivekwiz/events{/privacy}","received_events_url":"https://api.github.com/users/vivekwiz/received_events","type":"User","site_admin":false},"assignees":[{"login":"vivekwiz","id":6355940,"avatar_url":"https://avatars2.githubusercontent.com/u/6355940?v=3","gravatar_id":"","url":"https://api.github.com/users/vivekwiz","html_url":"https://github.com/vivekwiz","followers_url":"https://api.github.com/users/vivekwiz/followers","following_url":"https://api.github.com/users/vivekwiz/following{/other_user}","gists_url":"https://api.github.com/users/vivekwiz/gists{/gist_id}","starred_url":"https://api.github.com/users/vivekwiz/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/vivekwiz/subscriptions","organizations_url":"https://api.github.com/users/vivekwiz/orgs","repos_url":"https://api.github.com/users/vivekwiz/repos","events_url":"https://api.github.com/users/vivekwiz/events{/privacy}","received_events_url":"https://api.github.com/users/vivekwiz/received_events","type":"User","site_admin":false},{"login":"hbhanawat","id":8359624,"avatar_url":"https://avatars3.githubusercontent.com/u/8359624?v=3","gravatar_id":"","url":"https://api.github.com/users/hbhanawat","html_url":"https://github.com/hbhanawat","followers_url":"https://api.github.com/users/hbhanawat/followers","following_url":"https://api.github.com/users/hbhanawat/following{/other_user}","gists_url":"https://api.github.com/users/hbhanawat/gists{/gist_id}","starred_url":"https://api.github.com/users/hbhanawat/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/hbhanawat/subscriptions","organizations_url":"https://api.github.com/users/hbhanawat/orgs","repos_url":"https://api.github.com/users/hbhanawat/repos","events_url":"https://api.github.com/users/hbhanawat/events{/privacy}","received_events_url":"https://api.github.com/users/hbhanawat/received_events","type":"User","site_admin":false},{"login":"soubhik-c","id":11516481,"avatar_url":"https://avatars2.githubusercontent.com/u/11516481?v=3","gravatar_id":"","url":"https://api.github.com/users/soubhik-c","html_url":"https://github.com/soubhik-c","followers_url":"https://api.github.com/users/soubhik-c/followers","following_url":"https://api.github.com/users/soubhik-c/following{/other_user}","gists_url":"https://api.github.com/users/soubhik-c/gists{/gist_id}","starred_url":"https://api.github.com/users/soubhik-c/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/soubhik-c/subscriptions","organizations_url":"https://api.github.com/users/soubhik-c/orgs","repos_url":"https://api.github.com/users/soubhik-c/repos","events_url":"https://api.github.com/users/soubhik-c/events{/privacy}","received_events_url":"https://api.github.com/users/soubhik-c/received_events","type":"User","site_admin":false},{"login":"ahshahid","id":12415848,"avatar_url":"https://avatars0.githubusercontent.com/u/12415848?v=3","gravatar_id":"","url":"https://api.github.com/users/ahshahid","html_url":"https://github.com/ahshahid","followers_url":"https://api.github.com/users/ahshahid/followers","following_url":"https://api.github.com/users/ahshahid/following{/other_user}","gists_url":"https://api.github.com/users/ahshahid/gists{/gist_id}","starred_url":"https://api.github.com/users/ahshahid/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ahshahid/subscriptions","organizations_url":"https://api.github.com/users/ahshahid/orgs","repos_url":"https://api.github.com/users/ahshahid/repos","events_url":"https://api.github.com/users/ahshahid/events{/privacy}","received_events_url":"https://api.github.com/users/ahshahid/received_events","type":"User","site_admin":false}],"milestone":null,"commits_url":"https://api.github.com/repos/SnappyDataInc/snappydata/pulls/517/commits","review_comments_url":"https://api.github.com/repos/SnappyDataInc/snappydata/pulls/517/comments","review_comment_url":"https://api.github.com/repos/SnappyDataInc/snappydata/pulls/comments{/number}","comments_url":"https://api.github.com/repos/SnappyDataInc/snappydata/issues/517/comments","s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