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Added the feature that computes an estimated number of rows in the current
hdfs table if the statistics for the cardinality of the current hdfs table is not
available.
Also added an additional query option to revert the change in case of regression.
Testing:
(1) In CardinalityTest.java, replaced the original statement
"verifyCardinality("SELECT a FROM functional.tinytable", -1);" in
the method testBasicsWithoutStats() with
"verifyCardinality("SELECT a FROM functional.tinytable", 2);".
(2) In CarginalityTest.java, added more tests to check the cardinality
of most PlanNode implementations. For each tested PlanNode, the behaviors
before and after we disable the feature are both tested.
(3) In set.test, modified three related test cases to make sure that
the added query option is included after executing "set all" in various
scenarios.
(4) There are 8 JUnit tests in PlannerTest.java that would produce different
distributed query plans when this feature is enabled. Added an additional
JUnit test for 6 of those 8 affected JUnit tests when this feature is
enabled. Specifically, each tested query in a newly added test files involves
at least one hdfs table without available statistics.
We do not add test cases for 2 of the affected JUnit tests when this feature
is enabled since it results in flaky tests. These two JUnit tests are
testResourceRequirements() and testSpillableBufferSizing(). In this patch
we only test them when the feature is disabled.
(5) There are 5 Python end to end tests that consist of queries that would
produce different results. Added an additional query for each affected query
when this feature is disabled.
Change-Id: Ic414121c8df0d5222e4aeea096b5365beb04568a
Reviewed-on: http://gerrit.cloudera.org:8080/12974
Reviewed-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
558 lines
15 KiB
Plaintext
558 lines
15 KiB
Plaintext
====
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---- QUERY
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# join between three tables, extra join predicates, extra scan predicates, nulls in joins
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# cols
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# (alltypesagg.tinyint_col contains nulls instead of 0s)
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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 (
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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,
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b.float_col float_col, b.id id
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from (
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select *
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from alltypesagg a
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where month=1
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) a
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join alltypessmall b
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on (a.smallint_col = b.id)
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) x
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join alltypessmall c 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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---- RESULTS
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15,15,5,5,915,5.5,'5'
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16,16,6,6,916,6.599999904632568,'6'
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31,31,1,1,931,6.599999904632568,'1'
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32,32,2,2,932,7.699999809265137,'2'
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33,33,3,3,933,8.800000190734863,'3'
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34,34,4,4,934,9.899999618530273,'4'
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41,41,1,1,941,6.599999904632568,'1'
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42,42,2,2,942,7.699999809265137,'2'
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43,43,3,3,943,8.800000190734863,'3'
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44,44,4,4,944,9.899999618530273,'4'
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5,5,5,5,905,5.5,'5'
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55,55,5,5,955,5.5,'5'
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56,56,6,6,956,6.599999904632568,'6'
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6,6,6,6,906,6.599999904632568,'6'
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65,65,5,5,965,5.5,'5'
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66,66,6,6,966,6.599999904632568,'6'
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81,81,1,1,981,6.599999904632568,'1'
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82,82,2,2,982,7.699999809265137,'2'
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83,83,3,3,983,8.800000190734863,'3'
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84,84,4,4,984,9.899999618530273,'4'
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91,91,1,1,991,6.599999904632568,'1'
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---- TYPES
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smallint, int, tinyint, int, int, float, string
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====
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---- QUERY
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# Same join as above, but subquery on the RHS
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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 alltypessmall c
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join
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(
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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,
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b.float_col float_col, b.id id
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from alltypessmall b
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join
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(
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select *
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from alltypesagg a
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where month=1
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) a
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on (a.smallint_col = b.id)
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) x
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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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---- RESULTS
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15,15,5,5,915,5.5,'5'
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16,16,6,6,916,6.599999904632568,'6'
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31,31,1,1,931,6.599999904632568,'1'
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32,32,2,2,932,7.699999809265137,'2'
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33,33,3,3,933,8.800000190734863,'3'
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34,34,4,4,934,9.899999618530273,'4'
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41,41,1,1,941,6.599999904632568,'1'
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42,42,2,2,942,7.699999809265137,'2'
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43,43,3,3,943,8.800000190734863,'3'
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44,44,4,4,944,9.899999618530273,'4'
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5,5,5,5,905,5.5,'5'
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55,55,5,5,955,5.5,'5'
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56,56,6,6,956,6.599999904632568,'6'
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6,6,6,6,906,6.599999904632568,'6'
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65,65,5,5,965,5.5,'5'
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66,66,6,6,966,6.599999904632568,'6'
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81,81,1,1,981,6.599999904632568,'1'
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82,82,2,2,982,7.699999809265137,'2'
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83,83,3,3,983,8.800000190734863,'3'
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84,84,4,4,984,9.899999618530273,'4'
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91,91,1,1,991,6.599999904632568,'1'
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---- TYPES
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smallint, int, tinyint, int, int, float, string
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====
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---- QUERY
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# aggregate without group by
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select *
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from (
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select count(*), count(tinyint_col), min(tinyint_col), max(tinyint_col),
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sum(tinyint_col), avg(tinyint_col)
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from (
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select * from alltypesagg
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) a
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) b
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---- RESULTS
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11000,9000,1,9,45000,5
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---- TYPES
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bigint, bigint, tinyint, tinyint, bigint, double
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====
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---- QUERY
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# aggregate with group-by, having
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select *
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from (
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select int_col % 7 c1, count(*) c2, avg(int_col) c3
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from (
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select * from alltypesagg where day is not null
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) a
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group by 1
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having avg(int_col) > 500 or count(*) = 10
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) b
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where c1 is not null
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and c2 > 10
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---- RESULTS
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4,1430,501
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5,1430,502
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0,1420,500.5
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---- TYPES
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int, bigint, double
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====
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---- QUERY
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# 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 alltypessmall
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where month = 1
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group by int_col
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having count(*) > 2
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order by count(*) desc, int_col limit 5
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) t1
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join alltypes t2 on (t1.int_col = t2.id)
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where month = 1
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---- RESULTS: VERIFY_IS_EQUAL_SORTED
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0,3,0,true,0,0,0,0,0,0,'01/01/09','0',2009-01-01 00:00:00,2009,1
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1,3,1,false,1,1,1,10,1.100000023841858,10.1,'01/01/09','1',2009-01-01 00:01:00,2009,1
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2,3,2,true,2,2,2,20,2.200000047683716,20.2,'01/01/09','2',2009-01-01 00:02:00.100000000,2009,1
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3,3,3,false,3,3,3,30,3.299999952316284,30.3,'01/01/09','3',2009-01-01 00:03:00.300000000,2009,1
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4,3,4,true,4,4,4,40,4.400000095367432,40.4,'01/01/09','4',2009-01-01 00:04:00.600000000,2009,1
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---- DBAPI_RESULTS: VERIFY_IS_EQUAL_SORTED
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0,3,0,True,0,0,0,0,0.0,0.0,'01/01/09','0',2009-01-01 00:00:00,2009,1
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1,3,1,False,1,1,1,10,1.10000002384,10.1,'01/01/09','1',2009-01-01 00:01:00,2009,1
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2,3,2,True,2,2,2,20,2.20000004768,20.2,'01/01/09','2',2009-01-01 00:02:00.100000,2009,1
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3,3,3,False,3,3,3,30,3.29999995232,30.3,'01/01/09','3',2009-01-01 00:03:00.300000,2009,1
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4,3,4,True,4,4,4,40,4.40000009537,40.4,'01/01/09','4',2009-01-01 00:04:00.600000,2009,1
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---- TYPES
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int, bigint, int, boolean, tinyint, smallint, int, bigint, float, double, string, string, timestamp, int, int
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====
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---- QUERY
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# 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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# Disable the estimation of cardinality for an hdfs table withot stats.
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set DISABLE_HDFS_NUM_ROWS_ESTIMATE=1;
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select *
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from (
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select int_col, count(*)
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from alltypessmall
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where month = 1
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group by int_col
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having count(*) > 2
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order by count(*) desc, int_col limit 5
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) t1
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join alltypes t2 on (t1.int_col = t2.id)
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where month = 1
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---- RESULTS
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0,3,0,true,0,0,0,0,0,0,'01/01/09','0',2009-01-01 00:00:00,2009,1
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1,3,1,false,1,1,1,10,1.100000023841858,10.1,'01/01/09','1',2009-01-01 00:01:00,2009,1
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2,3,2,true,2,2,2,20,2.200000047683716,20.2,'01/01/09','2',2009-01-01 00:02:00.100000000,2009,1
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3,3,3,false,3,3,3,30,3.299999952316284,30.3,'01/01/09','3',2009-01-01 00:03:00.300000000,2009,1
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4,3,4,true,4,4,4,40,4.400000095367432,40.4,'01/01/09','4',2009-01-01 00:04:00.600000000,2009,1
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---- DBAPI_RESULTS
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0,3,0,true,0,0,0,0,0,0,'01/01/09','0',2009-01-01 00:00:00,2009,1
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1,3,1,false,1,1,1,10,1.100000023841858,10.1,'01/01/09','1',2009-01-01 00:01:00,2009,1
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2,3,2,true,2,2,2,20,2.200000047683716,20.2,'01/01/09','2',2009-01-01 00:02:00.100000,2009,1
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3,3,3,false,3,3,3,30,3.299999952316284,30.3,'01/01/09','3',2009-01-01 00:03:00.300000,2009,1
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4,3,4,true,4,4,4,40,4.400000095367432,40.4,'01/01/09','4',2009-01-01 00:04:00.600000,2009,1
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---- TYPES
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int, bigint, int, boolean, tinyint, smallint, int, bigint, float, double, string, string, timestamp, int, int
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====
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---- QUERY
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select distinct *
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from (
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select bool_col, tinyint_col, count(*)
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from alltypesagg
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group by bool_col, tinyint_col
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having bool_col = true
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) x
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where tinyint_col < 6
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---- RESULTS
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true,2,1000
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true,4,1000
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---- TYPES
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boolean, tinyint, bigint
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====
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---- QUERY
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# distinct w/ explicit select list
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select *
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from (
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select distinct bool_col, tinyint_col
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from (
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select * from alltypesagg where tinyint_col < 7
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) y
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) x
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where bool_col = true
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---- RESULTS
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true,2
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true,4
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true,6
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---- TYPES
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boolean, tinyint
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====
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---- QUERY
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# semi-join on string
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select *
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from (
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select d.*
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from DimTbl d left semi join JoinTbl j on (j.test_name = d.name)
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) x
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where x.name > 'Name1'
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---- RESULTS
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1002,'Name2',94611
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1003,'Name3',94612
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1004,'Name4',94612
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1005,'Name5',94613
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1006,'Name6',94613
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---- TYPES
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bigint, string, int
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====
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---- QUERY
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select j.*, d.*
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from (
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select *
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from JoinTbl a
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) j
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left outer join
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(
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select *
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from DimTbl b
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) d
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on (j.test_name = d.name)
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where j.test_id <= 1006
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---- RESULTS
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1001,'Name1',94611,5000,1001,'Name1',94611
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1002,'Name2',94611,5000,1002,'Name2',94611
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1003,'Name3',94611,5000,1003,'Name3',94612
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1004,'Name4',94611,5000,1004,'Name4',94612
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1005,'Name5',94611,5000,1005,'Name5',94613
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1006,'Name16',94612,15000,NULL,'NULL',NULL
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1006,'Name16',94612,5000,NULL,'NULL',NULL
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1006,'Name16',94616,15000,NULL,'NULL',NULL
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1006,'Name16',94616,5000,NULL,'NULL',NULL
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1006,'Name6',94616,15000,1006,'Name6',94613
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1006,'Name6',94616,5000,1006,'Name6',94613
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---- TYPES
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bigint, string, int, int, bigint, string, int
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====
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---- QUERY
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# TODO: If we apply predicate on d, the result will be incorrect. This is a general
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# predicate evaluation issue.
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#
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select j.*, d.*
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from (
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select *
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from JoinTbl a
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) j
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left outer join
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(
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select *
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from DimTbl b
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) d
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on (j.test_name = d.name)
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where j.test_id <= 1006
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---- RESULTS
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1001,'Name1',94611,5000,1001,'Name1',94611
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1002,'Name2',94611,5000,1002,'Name2',94611
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1003,'Name3',94611,5000,1003,'Name3',94612
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1004,'Name4',94611,5000,1004,'Name4',94612
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1005,'Name5',94611,5000,1005,'Name5',94613
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1006,'Name16',94612,15000,NULL,'NULL',NULL
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1006,'Name16',94612,5000,NULL,'NULL',NULL
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1006,'Name16',94616,15000,NULL,'NULL',NULL
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1006,'Name16',94616,5000,NULL,'NULL',NULL
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1006,'Name6',94616,15000,1006,'Name6',94613
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1006,'Name6',94616,5000,1006,'Name6',94613
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---- TYPES
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bigint, string, int, int, bigint, string, int
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====
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---- QUERY
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# Constant selects in subqueries
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select * from (select 1, 2) x
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---- RESULTS
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1,2
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---- TYPES
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tinyint, tinyint
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====
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---- QUERY
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# Constant selects in subqueries
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select * from (select y from (select 1 y) a where y < 10) b
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---- RESULTS
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1
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---- TYPES
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tinyint
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====
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---- QUERY
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# Constant selects in subqueries
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select * from (select 1 union all select 2 union all select * from (select 3) y) x
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---- RESULTS
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1
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2
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3
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---- TYPES
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tinyint
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====
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---- QUERY
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# Join on inline views made up of unions of constant selects
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select * from
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(select 1 a, 2 b union all select 1 a, 2 b) x
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inner join
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(select 1 a, 3 b union all select 1 a, 2 b) y on x.a = y.a
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inner join
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(select 1 a, 3 b union all select 1 a, 3 b) z on z.b = y.b
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---- RESULTS
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1,2,1,3,1,3
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1,2,1,3,1,3
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1,2,1,3,1,3
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1,2,1,3,1,3
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---- TYPES
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tinyint, tinyint, tinyint, tinyint, tinyint, tinyint
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====
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---- QUERY
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# Semi and inner join on a table and on inline views made up of constant selects
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select x.date_string_col, z.* from functional.alltypessmall x
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left semi join
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(select 1 a, 3 b union all select 1 a, 3 b) y on y.a = x.id
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inner join
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(select 1 a, 3 b union all select 1 a, 3 b) z on z.b = x.id + 2
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---- RESULTS
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'01/01/09',1,3
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'01/01/09',1,3
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---- TYPES
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string, tinyint, tinyint
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====
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---- QUERY
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# Values statement in subqueries
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select * from (values(1, 2), (3, 4)) x
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---- RESULTS
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1,2
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3,4
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---- TYPES
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TINYINT, TINYINT
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====
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---- QUERY
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# Values statement in subqueries
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select * from (select y from (values(1 as y), (11)) a where y < 10) b
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---- RESULTS
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1
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---- TYPES
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TINYINT
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====
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---- QUERY
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# Values statement in subqueries with union
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select * from (values(1), (2) union all select * from (values(3)) y) x
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---- RESULTS
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1
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2
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3
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---- TYPES
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TINYINT
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|
====
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---- QUERY
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# Join on inline views made up of values statements
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select * from
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(values(1 a, 2 b), (1, 2)) x
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inner join
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(values(1 a, 3 b), (1, 2)) y on x.a = y.a
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inner join
|
|
(values(1 a, 3 b), (1, 3)) z on z.b = y.b
|
|
---- RESULTS
|
|
1,2,1,3,1,3
|
|
1,2,1,3,1,3
|
|
1,2,1,3,1,3
|
|
1,2,1,3,1,3
|
|
---- TYPES
|
|
TINYINT, TINYINT, TINYINT, TINYINT, TINYINT, TINYINT
|
|
====
|
|
---- QUERY
|
|
# Semi and inner join on a table and on inline views made up of values statements
|
|
select x.date_string_col, z.* from functional.alltypessmall x
|
|
left semi join
|
|
(values(1 a, 3 b), (1, 3)) y on y.a = x.id
|
|
inner join
|
|
(values(1 a, 3 b), (1, 3)) z on z.b = x.id + 2
|
|
---- RESULTS
|
|
'01/01/09',1,3
|
|
'01/01/09',1,3
|
|
---- TYPES
|
|
STRING, TINYINT, TINYINT
|
|
====
|
|
---- QUERY
|
|
# Select constant with unreferenced aggregate in subquery
|
|
select 1 from (select count(*) from functional.alltypessmall) x
|
|
---- RESULTS
|
|
1
|
|
---- TYPES
|
|
tinyint
|
|
====
|
|
---- QUERY
|
|
# Select constant with unreferenced distinct aggregate in subquery
|
|
select 1 from (select count(distinct tinyint_col) from functional.alltypessmall) x
|
|
---- RESULTS
|
|
1
|
|
---- TYPES
|
|
tinyint
|
|
====
|
|
---- QUERY
|
|
# Select aggregate from unreferenced aggregate in subquery
|
|
select count(*) from (select count(*) from functional.alltypessmall) x
|
|
---- RESULTS
|
|
1
|
|
---- TYPES
|
|
bigint
|
|
====
|
|
---- QUERY
|
|
# Select * from aggregate in subquery
|
|
select * from (select count(*) from functional.alltypessmall) x
|
|
---- RESULTS
|
|
100
|
|
---- TYPES
|
|
bigint
|
|
====
|
|
---- QUERY
|
|
# Select from aliased aggregate in subquery
|
|
select c from (select count(*) c from functional.alltypessmall) x
|
|
---- RESULTS
|
|
100
|
|
---- TYPES
|
|
bigint
|
|
====
|
|
---- QUERY
|
|
# Select aggregate from aliased aggregate in subquery
|
|
select count(c) from (select count(*) c from functional.alltypessmall) x
|
|
---- RESULTS
|
|
1
|
|
---- TYPES
|
|
bigint
|
|
====
|
|
---- QUERY
|
|
# Select aggregate from aggregate of basetable column in subquery
|
|
select count(1) from (select count(tinyint_col) from functional.alltypessmall) x
|
|
---- RESULTS
|
|
1
|
|
---- TYPES
|
|
bigint
|
|
====
|
|
---- QUERY
|
|
# Select aggregate from aggregate in subquery with group by
|
|
select count(1) from
|
|
(select count(*) from functional.alltypessmall group by tinyint_col) x
|
|
---- RESULTS
|
|
10
|
|
---- TYPES
|
|
bigint
|
|
====
|
|
---- QUERY
|
|
# Regression test for IMPALA-812
|
|
select bool_col, count(*) from
|
|
(select bool_col FROM ( SELECT bool_col FROM alltypessmall t ) t WHERE bool_col ) t
|
|
group by 1
|
|
---- RESULTS
|
|
true,50
|
|
---- TYPES
|
|
boolean, bigint
|
|
====
|
|
---- QUERY
|
|
# Test that tuple ids from semi-joined table refs are not added in an
|
|
# IsNullPredicate expr; inline view with left semi join between a base table
|
|
# and an inline view (IMPALA-1526)
|
|
select t1.int_col
|
|
from alltypestiny t1 left join
|
|
(select coalesce(t1.year, 384) as int_col
|
|
from alltypesagg t1
|
|
where t1.bigint_col in
|
|
(select day as int_col from alltypesagg where t1.id = day)) t2
|
|
on t2.int_col = t1.month
|
|
where t1.month is not null
|
|
---- RESULTS: VERIFY_IS_EQUAL_SORTED
|
|
0
|
|
1
|
|
0
|
|
1
|
|
0
|
|
1
|
|
0
|
|
1
|
|
---- TYPES
|
|
INT
|
|
====
|
|
---- QUERY
|
|
# Test that tuple ids from semi-joined table refs are not added in
|
|
# an IsNullPredicate expr; inline view with right semi join between
|
|
# two inline views (IMPALA-1526)
|
|
select distinct t1.int_col
|
|
from alltypestiny t1 left join
|
|
(select coalesce(t3.int_col, 384) as int_col
|
|
from (select int_col from alltypes) t1
|
|
right semi join (select int_col from alltypesagg) t3 on t1.int_col = t3.int_col) t2
|
|
on t2.int_col = t1.month
|
|
where t1.month is not null
|
|
---- RESULTS: VERIFY_IS_EQUAL_SORTED
|
|
0
|
|
1
|
|
---- TYPES
|
|
INT
|
|
====
|
|
---- QUERY
|
|
# Regression test for IMPALA-1528
|
|
SELECT t2.int_col is NULL FROM alltypesagg t1
|
|
LEFT JOIN (SELECT COALESCE(76, -937, -981) AS int_col FROM alltypestiny) t2
|
|
ON (t2.int_col) = (t1.year) limit 1
|
|
---- RESULTS
|
|
true
|
|
---- TYPES
|
|
boolean
|
|
====
|
|
---- QUERY
|
|
# IMPALA-1987: Equi-join predicates of outer joins contain TupleIsNullPredicate exprs.
|
|
select t1.int_col, t2.int_col, t3.id
|
|
from alltypestiny t1 left outer join
|
|
(select coalesce(int_col, 384) as int_col from alltypestiny) t2
|
|
on t1.int_col = t2.int_col
|
|
left outer join
|
|
(select 0 as id from alltypestiny) t3
|
|
on t1.int_col = t3.id
|
|
order by 1 limit 5
|
|
---- RESULTS
|
|
0,0,0
|
|
0,0,0
|
|
0,0,0
|
|
0,0,0
|
|
0,0,0
|
|
---- TYPES
|
|
INT,INT,TINYINT
|
|
====
|