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Posted to issues@spark.apache.org by "Jingwei Lu (JIRA)" <ji...@apache.org> on 2016/03/08 21:20:40 UTC

[jira] [Created] (SPARK-13753) Column nullable is derived incorrectly

Jingwei Lu created SPARK-13753:
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             Summary: Column nullable is derived incorrectly
                 Key: SPARK-13753
                 URL: https://issues.apache.org/jira/browse/SPARK-13753
             Project: Spark
          Issue Type: Bug
          Components: SQL
    Affects Versions: 1.5.2
            Reporter: Jingwei Lu


There is a problem in spark sql to derive nullable column and used in optimization incorrectly. In following query:
              select concat("perf.realtime.web", b.tags[1]) as metric, b.value, b.tags[0]
              from (
                select explode(map(a.frontend[0], ARRAY(concat("metric:frontend", ",controller:", COALESCE(controller, "null"), ",action:", COALESCE(action, "null")), ".p50"),
                                 a.frontend[1], ARRAY(concat("metric:frontend", ",controller:", COALESCE(controller, "null"), ",action:", COALESCE(action, "null")), ".p90"),
                                 a.backend[0], ARRAY(concat("metric:backend", ",controller:", COALESCE(controller, "null"), ",action:", COALESCE(action, "null")), ".p50"),
                                 a.backend[1], ARRAY(concat("metric:backend", ",controller:", COALESCE(controller, "null"), ",action:", COALESCE(action, "null")), ".p90"),
                                 a.render[0], ARRAY(concat("metric:render", ",controller:", COALESCE(controller, "null"), ",action:", COALESCE(action, "null")), ".p50"),
                                 a.render[1], ARRAY(concat("metric:render", ",controller:", COALESCE(controller, "null"), ",action:", COALESCE(action, "null")), ".p90"),
                                 a.page_load_time[0], ARRAY(concat("metric:page_load_time", ",controller:", COALESCE(controller, "null"), ",action:", COALESCE(action, "null")), ".p50"),
                                 a.page_load_time[1], ARRAY(concat("metric:page_load_time", ",controller:", COALESCE(controller, "null"), ",action:", COALESCE(action, "null")), ".p90"),
                                 a.total_load_time[0], ARRAY(concat("metric:total_load_time", ",controller:", COALESCE(controller, "null"), ",action:", COALESCE(action, "null")), ".p50"),
                                 a.total_load_time[1], ARRAY(concat("metric:total_load_time", ",controller:", COALESCE(controller, "null"), ",action:", COALESCE(action, "null")), ".p90"))) as (value, tags)
                from (
                  select  data.controller as controller, data.action as action,
                          percentile(data.frontend, array(0.5, 0.9)) as frontend,
                          percentile(data.backend, array(0.5, 0.9)) as backend,
                          percentile(data.render, array(0.5, 0.9)) as render,
                          percentile(data.page_load_time, array(0.5, 0.9)) as page_load_time,
                          percentile(data.total_load_time, array(0.5, 0.9)) as total_load_time
                  from air_events_rt
                  where type='air_events' and data.event_name='pageload'
                  group by data.controller, data.action
                ) a
              ) b
              where b.value is not null

b.value is incorrectly derived as not nullable.  "b.value is not null" predicate will be ignored by optimizer which cause the query return incorrect result. 




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