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This patch implements min-max filters for runtime filters. Each runtime filter generates a bloom filter or a min-max filter, depending on if it has HDFS or Kudu targets, respectively. In RuntimeFilterGenerator in the planner, each hash join node generates a bloom and min-max filter for each equi-join predicate, but only those filters that end up being assigned to a target make it into the final plan. Min-max filters are only assigned to Kudu scans if the target expr is a column, as Kudu doesn't support bounds on general exprs, and only if the join op is '=' and not 'is distinct from', as Kudu doesn't support returning NULLs if a bound is set. Min-max filters are inserted into by the PartitionedHashJoinBuilder. Codegen is used to eliminate branching on the type of filter. String min-max filters truncate their bounds at 1024 chars, so that the max amount of memory used by min-max filters is negligible. For now, min-max filters are only applied at the KuduScanner, which passes them into the Kudu client. Future work will address applying min-max filters at HDFS scan nodes and applying bloom filters at Kudu scan nodes. Functional Testing: - Added new planner tests and updated the old ones. (in old tests, a lot of runtime filters are renumbered as we always generate min-max filters even if they don't end up getting assigned and they take up some of the RF ids). - Updated existing runtime filter tests to work with Kudu. - Added e2e tests for min-max filter specific functionality. Perf Testing: - All tests run on Kudu stress cluster (10 nodes) and tpch_100_kudu, timings are averages of 3 runs. - Ran a contrived query with a filter that does not eliminate any rows (full self join of lineitem). The difference in running time was negligible - 24.46s with filters on, 24.15s with filters off for a ~1% slowdown. - Ran a contrived query with a filter that elimiates all rows (self join on lineitem with a join condition that never matches). The filters resulted in a significant speedup - 0.26s with filters on, 1.46s with filters off for a ~5.6x speedup. This query is added to targeted-perf. Change-Id: I02bad890f5b5f78388a3041bf38f89369b5e2f1c Reviewed-on: http://gerrit.cloudera.org:8080/7793 Reviewed-by: Thomas Tauber-Marshall <tmarshall@cloudera.com> Tested-by: Impala Public Jenkins
1328 lines
38 KiB
Plaintext
1328 lines
38 KiB
Plaintext
# subquery with aggregation and order by/limit, as left-hand side of join;
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# having clause in subquery is transfered to merge agg step in distrib plan
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select *
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from (
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select int_col, count(*)
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from functional.alltypessmall
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where month = 1
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group by int_col
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having count(*) > 1
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order by count(*) desc limit 5
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) t1
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join functional.alltypes t2 on (t1.int_col = t2.int_col)
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where month = 1
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---- PLAN
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PLAN-ROOT SINK
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04:HASH JOIN [INNER JOIN]
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| hash predicates: t2.int_col = int_col
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| runtime filters: RF000 <- int_col
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|--02:TOP-N [LIMIT=5]
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| | order by: count(*) DESC
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| 01:AGGREGATE [FINALIZE]
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| | output: count(*)
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| | group by: int_col
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| | having: count(*) > 1
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| |
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| 00:SCAN HDFS [functional.alltypessmall]
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| partitions=1/4 files=1 size=1.57KB
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03:SCAN HDFS [functional.alltypes t2]
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partitions=2/24 files=2 size=40.32KB
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runtime filters: RF000 -> t2.int_col
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---- DISTRIBUTEDPLAN
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PLAN-ROOT SINK
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09:EXCHANGE [UNPARTITIONED]
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04:HASH JOIN [INNER JOIN, BROADCAST]
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| hash predicates: t2.int_col = int_col
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| runtime filters: RF000 <- int_col
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|--08:EXCHANGE [BROADCAST]
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| 07:MERGING-EXCHANGE [UNPARTITIONED]
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| | order by: count(*) DESC
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| | limit: 5
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| 02:TOP-N [LIMIT=5]
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| | order by: count(*) DESC
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| 06:AGGREGATE [FINALIZE]
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| | output: count:merge(*)
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| | group by: int_col
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| | having: count(*) > 1
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| 05:EXCHANGE [HASH(int_col)]
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| 01:AGGREGATE [STREAMING]
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| | output: count(*)
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| | group by: int_col
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| 00:SCAN HDFS [functional.alltypessmall]
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| partitions=1/4 files=1 size=1.57KB
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03:SCAN HDFS [functional.alltypes t2]
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partitions=2/24 files=2 size=40.32KB
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runtime filters: RF000 -> t2.int_col
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====
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# simple full scan subquery
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select * from (select y x from (select id y from functional_hbase.alltypessmall) a) b
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---- PLAN
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PLAN-ROOT SINK
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00:SCAN HBASE [functional_hbase.alltypessmall]
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---- DISTRIBUTEDPLAN
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PLAN-ROOT SINK
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01:EXCHANGE [UNPARTITIONED]
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00:SCAN HBASE [functional_hbase.alltypessmall]
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====
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# subquery doing join
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select * from (select t2.*
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from functional.testtbl t1 join functional.testtbl t2 using(id)
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where t1.zip = 94611) x
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---- PLAN
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PLAN-ROOT SINK
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02:HASH JOIN [INNER JOIN]
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| hash predicates: t1.id = t2.id
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| runtime filters: RF000 <- t2.id
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|--01:SCAN HDFS [functional.testtbl t2]
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| partitions=1/1 files=0 size=0B
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00:SCAN HDFS [functional.testtbl t1]
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partitions=1/1 files=0 size=0B
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predicates: t1.zip = 94611
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runtime filters: RF000 -> t1.id
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---- DISTRIBUTEDPLAN
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PLAN-ROOT SINK
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04:EXCHANGE [UNPARTITIONED]
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02:HASH JOIN [INNER JOIN, BROADCAST]
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| hash predicates: t1.id = t2.id
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| runtime filters: RF000 <- t2.id
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|--03:EXCHANGE [BROADCAST]
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| 01:SCAN HDFS [functional.testtbl t2]
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| partitions=1/1 files=0 size=0B
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00:SCAN HDFS [functional.testtbl t1]
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partitions=1/1 files=0 size=0B
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predicates: t1.zip = 94611
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runtime filters: RF000 -> t1.id
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====
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# subquery doing join
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# multiple join predicates;
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# scan predicates get propagated correctly;
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# non-eq join predicates are evaluated as extra conjuncts by the join node
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select *
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from
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(select a.*
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from functional.alltypesagg a
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right outer join functional.alltypessmall b using (id, int_col)
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where a.day >= 6
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and b.month > 2
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and a.tinyint_col = 15
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and b.string_col = '15'
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and a.tinyint_col + b.tinyint_col < 15) x
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---- PLAN
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PLAN-ROOT SINK
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02:HASH JOIN [RIGHT OUTER JOIN]
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| hash predicates: a.id = b.id, a.int_col = b.int_col
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| other predicates: a.tinyint_col = 15, a.day >= 6, a.tinyint_col + b.tinyint_col < 15
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| runtime filters: RF000 <- b.id, RF001 <- b.int_col
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|--01:SCAN HDFS [functional.alltypessmall b]
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| partitions=2/4 files=2 size=3.17KB
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| predicates: b.string_col = '15'
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00:SCAN HDFS [functional.alltypesagg a]
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partitions=5/11 files=5 size=372.38KB
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predicates: a.tinyint_col = 15
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runtime filters: RF000 -> a.id, RF001 -> a.int_col
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---- SCANRANGELOCATIONS
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NODE 0:
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=10/100110.txt 0:76263
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=6/100106.txt 0:76263
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=7/100107.txt 0:76263
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=8/100108.txt 0:76263
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=9/100109.txt 0:76263
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NODE 1:
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=3/090301.txt 0:1620
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=4/090401.txt 0:1621
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---- DISTRIBUTEDPLAN
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PLAN-ROOT SINK
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05:EXCHANGE [UNPARTITIONED]
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02:HASH JOIN [RIGHT OUTER JOIN, PARTITIONED]
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| hash predicates: a.id = b.id, a.int_col = b.int_col
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| other predicates: a.tinyint_col = 15, a.day >= 6, a.tinyint_col + b.tinyint_col < 15
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| runtime filters: RF000 <- b.id, RF001 <- b.int_col
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|--04:EXCHANGE [HASH(b.id,b.int_col)]
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| 01:SCAN HDFS [functional.alltypessmall b]
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| partitions=2/4 files=2 size=3.17KB
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| predicates: b.string_col = '15'
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03:EXCHANGE [HASH(a.id,a.int_col)]
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00:SCAN HDFS [functional.alltypesagg a]
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partitions=5/11 files=5 size=372.38KB
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predicates: a.tinyint_col = 15
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runtime filters: RF000 -> a.id, RF001 -> a.int_col
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====
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# predicate pushdown
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select * from (select * from functional_hbase.alltypessmall) a where id < 5
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---- PLAN
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PLAN-ROOT SINK
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00:SCAN HBASE [functional_hbase.alltypessmall]
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predicates: functional_hbase.alltypessmall.id < 5
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====
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# subquery join
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# multiple join predicates;
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# scan predicates get propagated correctly;
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# non-eq join predicates are evaluated as extra conjuncts by the join node
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select *
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from
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(select id, int_col, day, tinyint_col from functional.alltypesagg) a
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right outer join
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(select id, int_col, month, string_col, tinyint_col
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from functional.alltypessmall) b using (id, int_col)
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where a.day >= 6
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and b.month > 2
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and a.tinyint_col = 15
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and b.string_col = '15'
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and a.tinyint_col + b.tinyint_col < 15
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and b.id + 15 = 27
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---- PLAN
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PLAN-ROOT SINK
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02:HASH JOIN [RIGHT OUTER JOIN]
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| hash predicates: id = id, int_col = int_col
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| other predicates: tinyint_col = 15, day >= 6, tinyint_col + tinyint_col < 15
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| runtime filters: RF000 <- id, RF001 <- int_col
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|--01:SCAN HDFS [functional.alltypessmall]
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| partitions=2/4 files=2 size=3.17KB
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| predicates: functional.alltypessmall.string_col = '15', functional.alltypessmall.id + 15 = 27
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00:SCAN HDFS [functional.alltypesagg]
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partitions=5/11 files=5 size=372.38KB
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predicates: functional.alltypesagg.tinyint_col = 15, functional.alltypesagg.id + 15 = 27
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runtime filters: RF000 -> id, RF001 -> int_col
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---- DISTRIBUTEDPLAN
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PLAN-ROOT SINK
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05:EXCHANGE [UNPARTITIONED]
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02:HASH JOIN [RIGHT OUTER JOIN, PARTITIONED]
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| hash predicates: id = id, int_col = int_col
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| other predicates: tinyint_col = 15, day >= 6, tinyint_col + tinyint_col < 15
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| runtime filters: RF000 <- id, RF001 <- int_col
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|--04:EXCHANGE [HASH(id,int_col)]
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| |
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| 01:SCAN HDFS [functional.alltypessmall]
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| partitions=2/4 files=2 size=3.17KB
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| predicates: functional.alltypessmall.string_col = '15', functional.alltypessmall.id + 15 = 27
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03:EXCHANGE [HASH(id,int_col)]
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00:SCAN HDFS [functional.alltypesagg]
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partitions=5/11 files=5 size=372.38KB
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predicates: functional.alltypesagg.tinyint_col = 15, functional.alltypesagg.id + 15 = 27
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runtime filters: RF000 -> id, RF001 -> int_col
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====
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# subquery join
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# multiple join predicates;
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# scan predicates get propagated correctly;
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# non-eq join predicates are evaluated as extra conjuncts by the join node
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select *
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from
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(select id, int_col, day, tinyint_col
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from
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(select id, int_col, day, tinyint_col from functional.alltypesagg) a0
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where a0.day >= 6) a
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right outer join
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(select id, int_col, month, string_col, tinyint_col from functional.alltypessmall) b
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using (id, int_col)
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where b.month > 2
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and a.tinyint_col = 15
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and b.string_col = '15'
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and a.tinyint_col + b.tinyint_col < 15
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---- PLAN
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PLAN-ROOT SINK
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02:HASH JOIN [RIGHT OUTER JOIN]
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| hash predicates: id = id, int_col = int_col
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| other predicates: tinyint_col = 15, tinyint_col + tinyint_col < 15
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| runtime filters: RF000 <- id, RF001 <- int_col
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|--01:SCAN HDFS [functional.alltypessmall]
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| partitions=2/4 files=2 size=3.17KB
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| predicates: functional.alltypessmall.string_col = '15'
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00:SCAN HDFS [functional.alltypesagg]
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partitions=5/11 files=5 size=372.38KB
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predicates: functional.alltypesagg.tinyint_col = 15
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runtime filters: RF000 -> id, RF001 -> int_col
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---- SCANRANGELOCATIONS
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NODE 0:
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=10/100110.txt 0:76263
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=6/100106.txt 0:76263
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=7/100107.txt 0:76263
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=8/100108.txt 0:76263
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=9/100109.txt 0:76263
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NODE 1:
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=3/090301.txt 0:1620
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=4/090401.txt 0:1621
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---- DISTRIBUTEDPLAN
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PLAN-ROOT SINK
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05:EXCHANGE [UNPARTITIONED]
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02:HASH JOIN [RIGHT OUTER JOIN, PARTITIONED]
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| hash predicates: id = id, int_col = int_col
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| other predicates: tinyint_col = 15, tinyint_col + tinyint_col < 15
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| runtime filters: RF000 <- id, RF001 <- int_col
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|--04:EXCHANGE [HASH(id,int_col)]
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| |
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| 01:SCAN HDFS [functional.alltypessmall]
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| partitions=2/4 files=2 size=3.17KB
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| predicates: functional.alltypessmall.string_col = '15'
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03:EXCHANGE [HASH(id,int_col)]
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00:SCAN HDFS [functional.alltypesagg]
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partitions=5/11 files=5 size=372.38KB
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predicates: functional.alltypesagg.tinyint_col = 15
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runtime filters: RF000 -> id, RF001 -> int_col
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====
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# complex join, having joined subquery on the rhs, and predicate
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# at multiple subquery level. This tests that both sides of a join
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# that is itself on the build side of another join get compacted.
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select x.smallint_col, x.id, x.tinyint_col, c.id, x.int_col, x.float_col, c.string_col
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from functional.alltypessmall c
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join (
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select a.smallint_col smallint_col, a.tinyint_col tinyint_col, a.day day,
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a.int_col int_col, a.month month, b.float_col float_col, b.id id
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from ( select * from functional.alltypesagg a where month=1 ) a
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join functional.alltypessmall b on (a.smallint_col = b.id)
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) x on (x.tinyint_col = c.id)
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where x.day=1
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and x.int_col > 899
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and x.float_col > 4.5
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and c.string_col < '7'
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and x.int_col + x.float_col + cast(c.string_col as float) < 1000
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---- PLAN
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PLAN-ROOT SINK
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04:HASH JOIN [INNER JOIN]
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| hash predicates: c.id = a.tinyint_col
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| other predicates: a.int_col + b.float_col + CAST(c.string_col AS FLOAT) < 1000
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| runtime filters: RF000 <- a.tinyint_col
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|--03:HASH JOIN [INNER JOIN]
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| | hash predicates: a.smallint_col = b.id
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| | runtime filters: RF002 <- b.id
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| |
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| |--02:SCAN HDFS [functional.alltypessmall b]
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| | partitions=4/4 files=4 size=6.32KB
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| | predicates: b.float_col > 4.5
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| |
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| 01:SCAN HDFS [functional.alltypesagg a]
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| partitions=1/11 files=1 size=73.39KB
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| predicates: a.int_col > 899
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| runtime filters: RF002 -> a.smallint_col
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00:SCAN HDFS [functional.alltypessmall c]
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partitions=4/4 files=4 size=6.32KB
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predicates: c.string_col < '7'
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runtime filters: RF000 -> c.id
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---- SCANRANGELOCATIONS
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NODE 0:
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=1/090101.txt 0:1610
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=2/090201.txt 0:1621
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=3/090301.txt 0:1620
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=4/090401.txt 0:1621
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NODE 1:
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=1/100101.txt 0:75153
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NODE 2:
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=1/090101.txt 0:1610
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=2/090201.txt 0:1621
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=3/090301.txt 0:1620
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HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypessmall/year=2009/month=4/090401.txt 0:1621
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---- DISTRIBUTEDPLAN
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PLAN-ROOT SINK
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09:EXCHANGE [UNPARTITIONED]
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04:HASH JOIN [INNER JOIN, PARTITIONED]
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| hash predicates: c.id = a.tinyint_col
|
|
| other predicates: a.int_col + b.float_col + CAST(c.string_col AS FLOAT) < 1000
|
|
| runtime filters: RF000 <- a.tinyint_col
|
|
|
|
|
|--08:EXCHANGE [HASH(a.tinyint_col)]
|
|
| |
|
|
| 03:HASH JOIN [INNER JOIN, PARTITIONED]
|
|
| | hash predicates: b.id = a.smallint_col
|
|
| | runtime filters: RF002 <- a.smallint_col
|
|
| |
|
|
| |--06:EXCHANGE [HASH(a.smallint_col)]
|
|
| | |
|
|
| | 01:SCAN HDFS [functional.alltypesagg a]
|
|
| | partitions=1/11 files=1 size=73.39KB
|
|
| | predicates: a.int_col > 899
|
|
| |
|
|
| 05:EXCHANGE [HASH(b.id)]
|
|
| |
|
|
| 02:SCAN HDFS [functional.alltypessmall b]
|
|
| partitions=4/4 files=4 size=6.32KB
|
|
| predicates: b.float_col > 4.5
|
|
| runtime filters: RF002 -> b.id
|
|
|
|
|
07:EXCHANGE [HASH(c.id)]
|
|
|
|
|
00:SCAN HDFS [functional.alltypessmall c]
|
|
partitions=4/4 files=4 size=6.32KB
|
|
predicates: c.string_col < '7'
|
|
runtime filters: RF000 -> c.id
|
|
====
|
|
# with grouping
|
|
select tinyint_col, count(*), min(tinyint_col), max(tinyint_col), sum(tinyint_col),
|
|
avg(tinyint_col)
|
|
from (select * from functional.alltypesagg) a
|
|
group by 1
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
01:AGGREGATE [FINALIZE]
|
|
| output: count(*), min(functional.alltypesagg.tinyint_col), max(functional.alltypesagg.tinyint_col), sum(functional.alltypesagg.tinyint_col), avg(functional.alltypesagg.tinyint_col)
|
|
| group by: functional.alltypesagg.tinyint_col
|
|
|
|
|
00:SCAN HDFS [functional.alltypesagg]
|
|
partitions=11/11 files=11 size=814.73KB
|
|
---- SCANRANGELOCATIONS
|
|
NODE 0:
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=1/100101.txt 0:75153
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=10/100110.txt 0:76263
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=2/100102.txt 0:76263
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=3/100103.txt 0:76263
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=4/100104.txt 0:76263
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=5/100105.txt 0:76263
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=6/100106.txt 0:76263
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=7/100107.txt 0:76263
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=8/100108.txt 0:76263
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=9/100109.txt 0:76263
|
|
HDFS SPLIT hdfs://localhost:20500/test-warehouse/alltypesagg/year=2010/month=1/day=__HIVE_DEFAULT_PARTITION__/000000_0 0:72759
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
04:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
03:AGGREGATE [FINALIZE]
|
|
| output: count:merge(*), min:merge(tinyint_col), max:merge(tinyint_col), sum:merge(tinyint_col), avg:merge(tinyint_col)
|
|
| group by: tinyint_col
|
|
|
|
|
02:EXCHANGE [HASH(tinyint_col)]
|
|
|
|
|
01:AGGREGATE [STREAMING]
|
|
| output: count(*), min(functional.alltypesagg.tinyint_col), max(functional.alltypesagg.tinyint_col), sum(functional.alltypesagg.tinyint_col), avg(functional.alltypesagg.tinyint_col)
|
|
| group by: functional.alltypesagg.tinyint_col
|
|
|
|
|
00:SCAN HDFS [functional.alltypesagg]
|
|
partitions=11/11 files=11 size=814.73KB
|
|
====
|
|
# with grouping
|
|
select * from (
|
|
select tinyint_col, count(*), min(tinyint_col), max(tinyint_col), sum(tinyint_col),
|
|
avg(tinyint_col)
|
|
from functional.alltypesagg
|
|
group by 1
|
|
) a
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
01:AGGREGATE [FINALIZE]
|
|
| output: count(*), min(tinyint_col), max(tinyint_col), sum(tinyint_col), avg(tinyint_col)
|
|
| group by: tinyint_col
|
|
|
|
|
00:SCAN HDFS [functional.alltypesagg]
|
|
partitions=11/11 files=11 size=814.73KB
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
04:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
03:AGGREGATE [FINALIZE]
|
|
| output: count:merge(*), min:merge(tinyint_col), max:merge(tinyint_col), sum:merge(tinyint_col), avg:merge(tinyint_col)
|
|
| group by: tinyint_col
|
|
|
|
|
02:EXCHANGE [HASH(tinyint_col)]
|
|
|
|
|
01:AGGREGATE [STREAMING]
|
|
| output: count(*), min(tinyint_col), max(tinyint_col), sum(tinyint_col), avg(tinyint_col)
|
|
| group by: tinyint_col
|
|
|
|
|
00:SCAN HDFS [functional.alltypesagg]
|
|
partitions=11/11 files=11 size=814.73KB
|
|
====
|
|
select c1, c2, c3
|
|
from
|
|
(select c1, c2, c3
|
|
from
|
|
(select int_col c1, sum(float_col) c2, min(float_col) c3
|
|
from functional_hbase.alltypessmall
|
|
group by 1) x
|
|
order by 2,3 desc
|
|
limit 5
|
|
) y
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
02:TOP-N [LIMIT=5]
|
|
| order by: c2 ASC, c3 DESC
|
|
|
|
|
01:AGGREGATE [FINALIZE]
|
|
| output: sum(float_col), min(float_col)
|
|
| group by: int_col
|
|
|
|
|
00:SCAN HBASE [functional_hbase.alltypessmall]
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
05:MERGING-EXCHANGE [UNPARTITIONED]
|
|
| order by: c2 ASC, c3 DESC
|
|
| limit: 5
|
|
|
|
|
02:TOP-N [LIMIT=5]
|
|
| order by: c2 ASC, c3 DESC
|
|
|
|
|
04:AGGREGATE [FINALIZE]
|
|
| output: sum:merge(float_col), min:merge(float_col)
|
|
| group by: int_col
|
|
|
|
|
03:EXCHANGE [HASH(int_col)]
|
|
|
|
|
01:AGGREGATE [STREAMING]
|
|
| output: sum(float_col), min(float_col)
|
|
| group by: int_col
|
|
|
|
|
00:SCAN HBASE [functional_hbase.alltypessmall]
|
|
====
|
|
select c1, x2
|
|
from (
|
|
select c1, min(c2) x2
|
|
from (
|
|
select c1, c2, c3
|
|
from (
|
|
select int_col c1, tinyint_col c2, min(float_col) c3
|
|
from functional_hbase.alltypessmall
|
|
group by 1, 2
|
|
order by 1,2
|
|
limit 1
|
|
) x
|
|
) x2
|
|
group by c1
|
|
) y
|
|
order by 2,1 desc
|
|
limit 0
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:EMPTYSET
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:EMPTYSET
|
|
====
|
|
# distinct *
|
|
select distinct *
|
|
from (select distinct * from functional.testtbl) x
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
02:AGGREGATE [FINALIZE]
|
|
| group by: functional.testtbl.id, functional.testtbl.name, functional.testtbl.zip
|
|
|
|
|
01:AGGREGATE [FINALIZE]
|
|
| group by: functional.testtbl.id, functional.testtbl.name, functional.testtbl.zip
|
|
|
|
|
00:SCAN HDFS [functional.testtbl]
|
|
partitions=1/1 files=0 size=0B
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
05:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
02:AGGREGATE [FINALIZE]
|
|
| group by: functional.testtbl.id, functional.testtbl.name, functional.testtbl.zip
|
|
|
|
|
04:AGGREGATE [FINALIZE]
|
|
| group by: functional.testtbl.id, functional.testtbl.name, functional.testtbl.zip
|
|
|
|
|
03:EXCHANGE [HASH(functional.testtbl.id,functional.testtbl.name,functional.testtbl.zip)]
|
|
|
|
|
01:AGGREGATE [STREAMING]
|
|
| group by: functional.testtbl.id, functional.testtbl.name, functional.testtbl.zip
|
|
|
|
|
00:SCAN HDFS [functional.testtbl]
|
|
partitions=1/1 files=0 size=0B
|
|
====
|
|
# distinct w/ explicit select list
|
|
select distinct id, zip
|
|
from (select distinct * from functional.testtbl) x
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
02:AGGREGATE [FINALIZE]
|
|
| group by: functional.testtbl.id, functional.testtbl.zip
|
|
|
|
|
01:AGGREGATE [FINALIZE]
|
|
| group by: functional.testtbl.id, functional.testtbl.name, functional.testtbl.zip
|
|
|
|
|
00:SCAN HDFS [functional.testtbl]
|
|
partitions=1/1 files=0 size=0B
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
07:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
06:AGGREGATE [FINALIZE]
|
|
| group by: id, zip
|
|
|
|
|
05:EXCHANGE [HASH(id,zip)]
|
|
|
|
|
02:AGGREGATE [STREAMING]
|
|
| group by: functional.testtbl.id, functional.testtbl.zip
|
|
|
|
|
04:AGGREGATE [FINALIZE]
|
|
| group by: functional.testtbl.id, functional.testtbl.name, functional.testtbl.zip
|
|
|
|
|
03:EXCHANGE [HASH(functional.testtbl.id,functional.testtbl.name,functional.testtbl.zip)]
|
|
|
|
|
01:AGGREGATE [STREAMING]
|
|
| group by: functional.testtbl.id, functional.testtbl.name, functional.testtbl.zip
|
|
|
|
|
00:SCAN HDFS [functional.testtbl]
|
|
partitions=1/1 files=0 size=0B
|
|
====
|
|
# aggregate with group-by, having
|
|
select *
|
|
from (
|
|
select int_col % 7 c1, count(*) c2, avg(int_col) c3
|
|
from (
|
|
select * from functional.alltypesagg
|
|
) a
|
|
group by 1
|
|
having avg(int_col) > 500 or count(*) = 10
|
|
) b
|
|
where c1 is not null
|
|
and c2 > 10
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
01:AGGREGATE [FINALIZE]
|
|
| output: count(*), avg(functional.alltypesagg.int_col)
|
|
| group by: functional.alltypesagg.int_col % 7
|
|
| having: int_col % 7 IS NOT NULL, count(*) > 10, avg(int_col) > 500 OR count(*) = 10
|
|
|
|
|
00:SCAN HDFS [functional.alltypesagg]
|
|
partitions=11/11 files=11 size=814.73KB
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
04:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
03:AGGREGATE [FINALIZE]
|
|
| output: count:merge(*), avg:merge(int_col)
|
|
| group by: int_col % 7
|
|
| having: int_col % 7 IS NOT NULL, count(*) > 10, avg(int_col) > 500 OR count(*) = 10
|
|
|
|
|
02:EXCHANGE [HASH(int_col % 7)]
|
|
|
|
|
01:AGGREGATE [STREAMING]
|
|
| output: count(*), avg(functional.alltypesagg.int_col)
|
|
| group by: functional.alltypesagg.int_col % 7
|
|
|
|
|
00:SCAN HDFS [functional.alltypesagg]
|
|
partitions=11/11 files=11 size=814.73KB
|
|
====
|
|
# subquery with left outer join
|
|
select j.*, d.*
|
|
from (
|
|
select *
|
|
from functional.JoinTbl a
|
|
) j
|
|
left outer join
|
|
(
|
|
select *
|
|
from functional.DimTbl b
|
|
) d
|
|
on (j.test_name = d.name)
|
|
where j.test_id <= 1006
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
02:HASH JOIN [RIGHT OUTER JOIN]
|
|
| hash predicates: b.name = a.test_name
|
|
| runtime filters: RF000 <- a.test_name
|
|
|
|
|
|--00:SCAN HDFS [functional.jointbl a]
|
|
| partitions=1/1 files=1 size=433B
|
|
| predicates: a.test_id <= 1006
|
|
|
|
|
01:SCAN HDFS [functional.dimtbl b]
|
|
partitions=1/1 files=1 size=171B
|
|
runtime filters: RF000 -> b.name
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
05:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
02:HASH JOIN [RIGHT OUTER JOIN, PARTITIONED]
|
|
| hash predicates: b.name = a.test_name
|
|
| runtime filters: RF000 <- a.test_name
|
|
|
|
|
|--04:EXCHANGE [HASH(a.test_name)]
|
|
| |
|
|
| 00:SCAN HDFS [functional.jointbl a]
|
|
| partitions=1/1 files=1 size=433B
|
|
| predicates: a.test_id <= 1006
|
|
|
|
|
03:EXCHANGE [HASH(b.name)]
|
|
|
|
|
01:SCAN HDFS [functional.dimtbl b]
|
|
partitions=1/1 files=1 size=171B
|
|
runtime filters: RF000 -> b.name
|
|
====
|
|
# complex join, having joined subquery on the rhs, and predicate
|
|
# at multiple subquery level
|
|
select x.smallint_col, count(x.id)
|
|
from functional.alltypessmall c
|
|
left outer join
|
|
(
|
|
select a.smallint_col smallint_col, a.tinyint_col tinyint_col, a.day day,
|
|
a.int_col int_col, a.month month, b.float_col float_col, b.id id
|
|
from (
|
|
select *
|
|
from functional.alltypesagg a
|
|
) a
|
|
join
|
|
functional.alltypessmall b
|
|
on (a.smallint_col = b.id)
|
|
) x
|
|
on (x.tinyint_col = c.id)
|
|
group by x.smallint_col
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
05:AGGREGATE [FINALIZE]
|
|
| output: count(b.id)
|
|
| group by: a.smallint_col
|
|
|
|
|
04:HASH JOIN [RIGHT OUTER JOIN]
|
|
| hash predicates: a.tinyint_col = c.id
|
|
| runtime filters: RF000 <- c.id
|
|
|
|
|
|--00:SCAN HDFS [functional.alltypessmall c]
|
|
| partitions=4/4 files=4 size=6.32KB
|
|
|
|
|
03:HASH JOIN [INNER JOIN]
|
|
| hash predicates: a.smallint_col = b.id
|
|
| runtime filters: RF002 <- b.id
|
|
|
|
|
|--02:SCAN HDFS [functional.alltypessmall b]
|
|
| partitions=4/4 files=4 size=6.32KB
|
|
|
|
|
01:SCAN HDFS [functional.alltypesagg a]
|
|
partitions=11/11 files=11 size=814.73KB
|
|
runtime filters: RF000 -> a.tinyint_col, RF002 -> a.smallint_col
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
11:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
10:AGGREGATE [FINALIZE]
|
|
| output: count:merge(x.id)
|
|
| group by: x.smallint_col
|
|
|
|
|
09:EXCHANGE [HASH(x.smallint_col)]
|
|
|
|
|
05:AGGREGATE [STREAMING]
|
|
| output: count(b.id)
|
|
| group by: a.smallint_col
|
|
|
|
|
04:HASH JOIN [RIGHT OUTER JOIN, PARTITIONED]
|
|
| hash predicates: a.tinyint_col = c.id
|
|
| runtime filters: RF000 <- c.id
|
|
|
|
|
|--08:EXCHANGE [HASH(c.id)]
|
|
| |
|
|
| 00:SCAN HDFS [functional.alltypessmall c]
|
|
| partitions=4/4 files=4 size=6.32KB
|
|
|
|
|
07:EXCHANGE [HASH(a.tinyint_col)]
|
|
|
|
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|
|
| hash predicates: a.smallint_col = b.id
|
|
| runtime filters: RF002 <- b.id
|
|
|
|
|
|--06:EXCHANGE [BROADCAST]
|
|
| |
|
|
| 02:SCAN HDFS [functional.alltypessmall b]
|
|
| partitions=4/4 files=4 size=6.32KB
|
|
|
|
|
01:SCAN HDFS [functional.alltypesagg a]
|
|
partitions=11/11 files=11 size=814.73KB
|
|
runtime filters: RF000 -> a.tinyint_col, RF002 -> a.smallint_col
|
|
====
|
|
# complex join, having joined subquery on the lhs, and predicate
|
|
# at multiple subquery level
|
|
select x.smallint_col, x.id, x.tinyint_col, c.id, x.int_col, x.float_col, c.string_col
|
|
from
|
|
(
|
|
select a.smallint_col smallint_col, a.tinyint_col tinyint_col, a.day day,
|
|
a.int_col int_col, a.month month, b.float_col float_col, b.id id
|
|
from (
|
|
select *
|
|
from functional.alltypesagg a
|
|
where month=1
|
|
) a
|
|
join
|
|
functional.alltypessmall b
|
|
on (a.smallint_col = b.id)
|
|
) x
|
|
join
|
|
functional.alltypessmall c
|
|
on (x.tinyint_col = c.id)
|
|
where x.day=1
|
|
and x.int_col > 899
|
|
and x.float_col > 4.5
|
|
and c.string_col < '7'
|
|
and x.int_col + x.float_col + CAST(c.string_col AS FLOAT) < 1000
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
04:HASH JOIN [INNER JOIN]
|
|
| hash predicates: c.id = a.tinyint_col
|
|
| other predicates: a.int_col + b.float_col + CAST(c.string_col AS FLOAT) < 1000
|
|
| runtime filters: RF000 <- a.tinyint_col
|
|
|
|
|
|--02:HASH JOIN [INNER JOIN]
|
|
| | hash predicates: a.smallint_col = b.id
|
|
| | runtime filters: RF002 <- b.id
|
|
| |
|
|
| |--01:SCAN HDFS [functional.alltypessmall b]
|
|
| | partitions=4/4 files=4 size=6.32KB
|
|
| | predicates: b.float_col > 4.5
|
|
| |
|
|
| 00:SCAN HDFS [functional.alltypesagg a]
|
|
| partitions=1/11 files=1 size=73.39KB
|
|
| predicates: a.int_col > 899
|
|
| runtime filters: RF002 -> a.smallint_col
|
|
|
|
|
03:SCAN HDFS [functional.alltypessmall c]
|
|
partitions=4/4 files=4 size=6.32KB
|
|
predicates: c.string_col < '7'
|
|
runtime filters: RF000 -> c.id
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
09:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
04:HASH JOIN [INNER JOIN, PARTITIONED]
|
|
| hash predicates: c.id = a.tinyint_col
|
|
| other predicates: a.int_col + b.float_col + CAST(c.string_col AS FLOAT) < 1000
|
|
| runtime filters: RF000 <- a.tinyint_col
|
|
|
|
|
|--08:EXCHANGE [HASH(a.tinyint_col)]
|
|
| |
|
|
| 02:HASH JOIN [INNER JOIN, PARTITIONED]
|
|
| | hash predicates: b.id = a.smallint_col
|
|
| | runtime filters: RF002 <- a.smallint_col
|
|
| |
|
|
| |--06:EXCHANGE [HASH(a.smallint_col)]
|
|
| | |
|
|
| | 00:SCAN HDFS [functional.alltypesagg a]
|
|
| | partitions=1/11 files=1 size=73.39KB
|
|
| | predicates: a.int_col > 899
|
|
| |
|
|
| 05:EXCHANGE [HASH(b.id)]
|
|
| |
|
|
| 01:SCAN HDFS [functional.alltypessmall b]
|
|
| partitions=4/4 files=4 size=6.32KB
|
|
| predicates: b.float_col > 4.5
|
|
| runtime filters: RF002 -> b.id
|
|
|
|
|
07:EXCHANGE [HASH(c.id)]
|
|
|
|
|
03:SCAN HDFS [functional.alltypessmall c]
|
|
partitions=4/4 files=4 size=6.32KB
|
|
predicates: c.string_col < '7'
|
|
runtime filters: RF000 -> c.id
|
|
====
|
|
# complex join, having joined aggregate subquery on the rhs, and predicate
|
|
# at multiple subquery level
|
|
select x.smallint_col, sum(x.cnt)
|
|
from functional.alltypessmall c
|
|
join (
|
|
select count(a.id) cnt, b.smallint_col smallint_col
|
|
from ( select * from functional.alltypesagg a ) a
|
|
join functional.alltypessmall b on (a.smallint_col = b.id)
|
|
group by b.smallint_col
|
|
) x on (x.smallint_col = c.id)
|
|
group by x.smallint_col
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
06:AGGREGATE [FINALIZE]
|
|
| output: sum(count(a.id))
|
|
| group by: b.smallint_col
|
|
|
|
|
05:HASH JOIN [INNER JOIN]
|
|
| hash predicates: c.id = b.smallint_col
|
|
| runtime filters: RF000 <- b.smallint_col
|
|
|
|
|
|--04:AGGREGATE [FINALIZE]
|
|
| | output: count(a.id)
|
|
| | group by: b.smallint_col
|
|
| |
|
|
| 03:HASH JOIN [INNER JOIN]
|
|
| | hash predicates: a.smallint_col = b.id
|
|
| | runtime filters: RF002 <- b.id
|
|
| |
|
|
| |--02:SCAN HDFS [functional.alltypessmall b]
|
|
| | partitions=4/4 files=4 size=6.32KB
|
|
| |
|
|
| 01:SCAN HDFS [functional.alltypesagg a]
|
|
| partitions=11/11 files=11 size=814.73KB
|
|
| runtime filters: RF002 -> a.smallint_col
|
|
|
|
|
00:SCAN HDFS [functional.alltypessmall c]
|
|
partitions=4/4 files=4 size=6.32KB
|
|
runtime filters: RF000 -> c.id
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
13:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
12:AGGREGATE [FINALIZE]
|
|
| output: sum:merge(x.cnt)
|
|
| group by: x.smallint_col
|
|
|
|
|
11:EXCHANGE [HASH(x.smallint_col)]
|
|
|
|
|
06:AGGREGATE [STREAMING]
|
|
| output: sum(count(a.id))
|
|
| group by: b.smallint_col
|
|
|
|
|
05:HASH JOIN [INNER JOIN, BROADCAST]
|
|
| hash predicates: c.id = b.smallint_col
|
|
| runtime filters: RF000 <- b.smallint_col
|
|
|
|
|
|--10:EXCHANGE [BROADCAST]
|
|
| |
|
|
| 09:AGGREGATE [FINALIZE]
|
|
| | output: count:merge(a.id)
|
|
| | group by: b.smallint_col
|
|
| |
|
|
| 08:EXCHANGE [HASH(b.smallint_col)]
|
|
| |
|
|
| 04:AGGREGATE [STREAMING]
|
|
| | output: count(a.id)
|
|
| | group by: b.smallint_col
|
|
| |
|
|
| 03:HASH JOIN [INNER JOIN, BROADCAST]
|
|
| | hash predicates: a.smallint_col = b.id
|
|
| | runtime filters: RF002 <- b.id
|
|
| |
|
|
| |--07:EXCHANGE [BROADCAST]
|
|
| | |
|
|
| | 02:SCAN HDFS [functional.alltypessmall b]
|
|
| | partitions=4/4 files=4 size=6.32KB
|
|
| |
|
|
| 01:SCAN HDFS [functional.alltypesagg a]
|
|
| partitions=11/11 files=11 size=814.73KB
|
|
| runtime filters: RF002 -> a.smallint_col
|
|
|
|
|
00:SCAN HDFS [functional.alltypessmall c]
|
|
partitions=4/4 files=4 size=6.32KB
|
|
runtime filters: RF000 -> c.id
|
|
====
|
|
# Values statement in subqueries with predicate
|
|
select * from (select y from (values((1 as y),(11))) a where y < 10) b
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:UNION
|
|
constant-operands=1
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:UNION
|
|
constant-operands=1
|
|
====
|
|
# Mixed constant and non-constant select; the predicate is evaluated directly
|
|
# by the non-const select
|
|
select * from
|
|
(select y from
|
|
((select 1 as y)
|
|
union all
|
|
(select tinyint_col from functional.alltypes)) a
|
|
where y < 10) b
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:UNION
|
|
| constant-operands=1
|
|
| pass-through-operands: all
|
|
|
|
|
01:SCAN HDFS [functional.alltypes]
|
|
partitions=24/24 files=24 size=478.45KB
|
|
predicates: functional.alltypes.tinyint_col < 10
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
02:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
00:UNION
|
|
| constant-operands=1
|
|
| pass-through-operands: all
|
|
|
|
|
01:SCAN HDFS [functional.alltypes]
|
|
partitions=24/24 files=24 size=478.45KB
|
|
predicates: functional.alltypes.tinyint_col < 10
|
|
====
|
|
# Union of constant selects in subquery
|
|
select * from (select 1 as y union all select 2 union all select * from (select 11) a) b
|
|
where y < 10
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:UNION
|
|
constant-operands=2
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:UNION
|
|
constant-operands=2
|
|
====
|
|
# Union of values statements in subquery
|
|
# TODO: We could combine the merge nodes below.
|
|
select * from (values(1 as y) union all values(2) union all select * from (values(11)) a) b
|
|
where y < 10
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:UNION
|
|
| constant-operands=2
|
|
|
|
|
01:UNION
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:UNION
|
|
| constant-operands=2
|
|
|
|
|
01:UNION
|
|
====
|
|
# Inner join on inline views made up of unions of constant selects
|
|
select * from
|
|
(select 1 a, 2 b union all select 1 a, 2 b) x
|
|
inner join
|
|
(select 1 a, 3 b union all select 1 a, 2 b) y on x.a = y.a
|
|
inner join
|
|
(select 1 a, 3 b union all select 1 a, 3 b) z on z.b = y.b
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
04:HASH JOIN [INNER JOIN]
|
|
| hash predicates: b = b
|
|
|
|
|
|--02:UNION
|
|
| constant-operands=2
|
|
|
|
|
03:HASH JOIN [INNER JOIN]
|
|
| hash predicates: a = a
|
|
|
|
|
|--01:UNION
|
|
| constant-operands=2
|
|
|
|
|
00:UNION
|
|
constant-operands=2
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|
|
| hash predicates: b = b
|
|
|
|
|
|--06:EXCHANGE [UNPARTITIONED]
|
|
| |
|
|
| 02:UNION
|
|
| constant-operands=2
|
|
|
|
|
03:HASH JOIN [INNER JOIN, BROADCAST]
|
|
| hash predicates: a = a
|
|
|
|
|
|--05:EXCHANGE [UNPARTITIONED]
|
|
| |
|
|
| 01:UNION
|
|
| constant-operands=2
|
|
|
|
|
00:UNION
|
|
constant-operands=2
|
|
====
|
|
# Semi and inner join on a table and on inline views made up of constant selects
|
|
select * from functional.alltypessmall x
|
|
left semi join
|
|
(select 1 a, 3 b union all select 1 a, 3 b) y on y.a = x.id
|
|
inner join
|
|
(select 1 a, 3 b union all select 1 a, 3 b) z on z.b = x.id + 2
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
04:HASH JOIN [INNER JOIN]
|
|
| hash predicates: x.id + 2 = b
|
|
| runtime filters: RF000 <- b
|
|
|
|
|
|--02:UNION
|
|
| constant-operands=2
|
|
|
|
|
03:HASH JOIN [LEFT SEMI JOIN]
|
|
| hash predicates: x.id = a
|
|
| runtime filters: RF002 <- a
|
|
|
|
|
|--01:UNION
|
|
| constant-operands=2
|
|
|
|
|
00:SCAN HDFS [functional.alltypessmall x]
|
|
partitions=4/4 files=4 size=6.32KB
|
|
runtime filters: RF000 -> x.id + 2, RF002 -> x.id
|
|
---- DISTRIBUTEDPLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
07:EXCHANGE [UNPARTITIONED]
|
|
|
|
|
04:HASH JOIN [INNER JOIN, BROADCAST]
|
|
| hash predicates: x.id + 2 = b
|
|
| runtime filters: RF000 <- b
|
|
|
|
|
|--06:EXCHANGE [BROADCAST]
|
|
| |
|
|
| 02:UNION
|
|
| constant-operands=2
|
|
|
|
|
03:HASH JOIN [LEFT SEMI JOIN, BROADCAST]
|
|
| hash predicates: x.id = a
|
|
| runtime filters: RF002 <- a
|
|
|
|
|
|--05:EXCHANGE [BROADCAST]
|
|
| |
|
|
| 01:UNION
|
|
| constant-operands=2
|
|
|
|
|
00:SCAN HDFS [functional.alltypessmall x]
|
|
partitions=4/4 files=4 size=6.32KB
|
|
runtime filters: RF000 -> x.id + 2, RF002 -> x.id
|
|
====
|
|
# Tests that views correctly reanalyze cloned exprs. (IMPALA-984)
|
|
select b.* from functional.decimal_tbl a left outer join
|
|
(select d1, d1 + NULL IS NULL x from functional.decimal_tbl) b
|
|
on (a.d1 = b.d1)
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
02:HASH JOIN [LEFT OUTER JOIN]
|
|
| hash predicates: a.d1 = d1
|
|
|
|
|
|--01:SCAN HDFS [functional.decimal_tbl]
|
|
| partitions=1/1 files=1 size=195B
|
|
|
|
|
00:SCAN HDFS [functional.decimal_tbl a]
|
|
partitions=1/1 files=1 size=195B
|
|
====
|
|
# Test predicate assignment through inline view when the query contains
|
|
# group by and distinct (IMPALA-1165)
|
|
select foo, sum(distinct foo)
|
|
from (select int_col + int_col as foo from functional.alltypesagg) t
|
|
where foo = 10
|
|
group by foo
|
|
limit 10
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
02:AGGREGATE [FINALIZE]
|
|
| output: sum(foo)
|
|
| group by: foo
|
|
| limit: 10
|
|
|
|
|
01:AGGREGATE
|
|
| group by: int_col + int_col, int_col + int_col
|
|
|
|
|
00:SCAN HDFS [functional.alltypesagg]
|
|
partitions=11/11 files=11 size=814.73KB
|
|
predicates: int_col + int_col = 10
|
|
====
|
|
# Test enforcement of inline-view slot equivalences when the inline-view
|
|
# contains an outer join (IMPALA-1441)
|
|
select * from
|
|
(select t1.int_col, t1.tinyint_col, t2.int_col as int_col2, t2.tinyint_col as tinyint_col2
|
|
from functional.alltypestiny t1 left outer join functional.alltypes t2
|
|
on t1.int_col = t2.int_col and t1.tinyint_col = t2.tinyint_col) t
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
02:HASH JOIN [RIGHT OUTER JOIN]
|
|
| hash predicates: t2.int_col = t1.int_col, t2.tinyint_col = t1.tinyint_col
|
|
| runtime filters: RF000 <- t1.int_col, RF001 <- t1.tinyint_col
|
|
|
|
|
|--00:SCAN HDFS [functional.alltypestiny t1]
|
|
| partitions=4/4 files=4 size=460B
|
|
|
|
|
01:SCAN HDFS [functional.alltypes t2]
|
|
partitions=24/24 files=24 size=478.45KB
|
|
runtime filters: RF000 -> t2.int_col, RF001 -> t2.tinyint_col
|
|
====
|
|
# IMPALA-1459: Test correct assignment of On-clause predicate from an enclosing block
|
|
# inside an inline view with an outer join.
|
|
select 1 from
|
|
(select a.id aid, b.id bid from
|
|
functional.alltypes a inner join functional.alltypes b
|
|
on a.id = b.id
|
|
full outer join functional.alltypessmall c on a.id = c.id) v
|
|
inner join functional.alltypestiny c
|
|
on (aid < bid and aid = c.id)
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
06:HASH JOIN [INNER JOIN]
|
|
| hash predicates: a.id = c.id
|
|
| runtime filters: RF000 <- c.id
|
|
|
|
|
|--05:SCAN HDFS [functional.alltypestiny c]
|
|
| partitions=4/4 files=4 size=460B
|
|
|
|
|
04:HASH JOIN [FULL OUTER JOIN]
|
|
| hash predicates: a.id = c.id
|
|
| other predicates: a.id < b.id, a.id = b.id
|
|
|
|
|
|--02:SCAN HDFS [functional.alltypessmall c]
|
|
| partitions=4/4 files=4 size=6.32KB
|
|
|
|
|
03:HASH JOIN [INNER JOIN]
|
|
| hash predicates: a.id = b.id
|
|
| runtime filters: RF002 <- b.id
|
|
|
|
|
|--01:SCAN HDFS [functional.alltypes b]
|
|
| partitions=24/24 files=24 size=478.45KB
|
|
| runtime filters: RF000 -> b.id
|
|
|
|
|
00:SCAN HDFS [functional.alltypes a]
|
|
partitions=24/24 files=24 size=478.45KB
|
|
runtime filters: RF000 -> a.id, RF002 -> a.id
|
|
====
|
|
# IMPALA-2665: Test correct assignment of On-clause predicate from an enclosing block
|
|
# inside an inline view with an outer join.
|
|
select 1 from functional.alltypes t1
|
|
inner join
|
|
(select a.id, b.int_col
|
|
from functional.alltypes a left outer join functional.alltypes b
|
|
on a.id = b.int_col) v
|
|
on (t1.id = v.id and v.int_col is null and v.int_col < 10 and v.id < 10)
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
04:HASH JOIN [INNER JOIN]
|
|
| hash predicates: a.id = t1.id
|
|
| runtime filters: RF000 <- t1.id
|
|
|
|
|
|--00:SCAN HDFS [functional.alltypes t1]
|
|
| partitions=24/24 files=24 size=478.45KB
|
|
| predicates: t1.id < 10
|
|
|
|
|
03:HASH JOIN [LEFT OUTER JOIN]
|
|
| hash predicates: a.id = b.int_col
|
|
| other predicates: b.int_col IS NULL, b.int_col < 10
|
|
|
|
|
|--02:SCAN HDFS [functional.alltypes b]
|
|
| partitions=24/24 files=24 size=478.45KB
|
|
| predicates: b.int_col < 10
|
|
| runtime filters: RF000 -> b.int_col
|
|
|
|
|
01:SCAN HDFS [functional.alltypes a]
|
|
partitions=24/24 files=24 size=478.45KB
|
|
predicates: a.id < 10
|
|
runtime filters: RF000 -> a.id
|
|
====
|
|
# IMPALA-2643: Test inline views with duplicate exprs in their select list.
|
|
# Inferred predicate referencing the same expr gets filtered out.
|
|
select * from
|
|
(select * from
|
|
(select bigint_col, bigint_col as bigint_col2
|
|
from functional.alltypestiny) iv
|
|
) ivv
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:SCAN HDFS [functional.alltypestiny]
|
|
partitions=4/4 files=4 size=460B
|
|
====
|
|
# IMPALA-2643: Explicit predicates remain unafftected.
|
|
select * from
|
|
(select * from
|
|
(select bigint_col, bigint_col as bigint_col2
|
|
from functional.alltypestiny) iv
|
|
) ivv where bigint_col = bigint_col2
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
00:SCAN HDFS [functional.alltypestiny]
|
|
partitions=4/4 files=4 size=460B
|
|
predicates: bigint_col = bigint_col
|
|
====
|
|
# IMPALA-2643: Test aggregation.
|
|
# Inferred predicate referencing the same expr gets filtered out.
|
|
select * from
|
|
(select * from
|
|
(select sum(bigint_col) as s1, sum(bigint_col) as s2
|
|
from functional.alltypestiny) iv
|
|
) ivv
|
|
---- PLAN
|
|
PLAN-ROOT SINK
|
|
|
|
|
01:AGGREGATE [FINALIZE]
|
|
| output: sum(bigint_col)
|
|
|
|
|
00:SCAN HDFS [functional.alltypestiny]
|
|
partitions=4/4 files=4 size=460B
|
|
====
|
|
# IMPALA-2643: Explicit predicates remain unafftected.
|
|
select * from
|
|
(select * from
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(select sum(bigint_col) as s1, sum(bigint_col) as s2
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from functional.alltypestiny) iv
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) ivv where s1 = s2
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---- PLAN
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PLAN-ROOT SINK
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01:AGGREGATE [FINALIZE]
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| output: sum(bigint_col)
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| having: sum(bigint_col) = sum(bigint_col)
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00:SCAN HDFS [functional.alltypestiny]
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partitions=4/4 files=4 size=460B
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====
|