set hive.auto.convert.join=true; set hive.auto.convert.sortmerge.join=true; set hive.optimize.bucketmapjoin = true; set hive.optimize.bucketmapjoin.sortedmerge = true; set hive.enforce.bucketing=true; set hive.enforce.sorting=true; set hive.exec.reducers.max = 1; set hive.merge.mapfiles=false; set hive.merge.mapredfiles=false; set hive.auto.convert.sortmerge.join.bigtable.selection.policy=org.apache.hadoop.hive.ql.optimizer.LeftmostBigTableSelectorForAutoSMJ; set hive.auto.convert.sortmerge.join.to.mapjoin=true; -- Create two bucketed and sorted tables CREATE TABLE test_table1 (key INT, value STRING) PARTITIONED BY (ds STRING) CLUSTERED BY (key) SORTED BY (key) INTO 2 BUCKETS; CREATE TABLE test_table2 (key INT, value STRING) PARTITIONED BY (ds STRING) CLUSTERED BY (key) SORTED BY (key) INTO 2 BUCKETS; CREATE TABLE test_table3 (key INT, value STRING) PARTITIONED BY (ds STRING) CLUSTERED BY (key) SORTED BY (key) INTO 2 BUCKETS; FROM src INSERT OVERWRITE TABLE test_table1 PARTITION (ds = '1') SELECT * where key < 10; FROM src INSERT OVERWRITE TABLE test_table2 PARTITION (ds = '1') SELECT * where key < 100; FROM src INSERT OVERWRITE TABLE test_table1 PARTITION (ds = '2') SELECT * where key < 10; FROM src INSERT OVERWRITE TABLE test_table2 PARTITION (ds = '2') SELECT * where key < 100; -- Insert data into the bucketed table by selecting from another bucketed table -- This should be a map-only operation EXPLAIN INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key, concat(a.value, b.value) FROM test_table1 a JOIN test_table2 b ON a.key = b.key WHERE a.ds = '1' and b.ds = '1'; INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key, concat(a.value, b.value) FROM test_table1 a JOIN test_table2 b ON a.key = b.key WHERE a.ds = '1' and b.ds = '1'; select * from test_table3 tablesample (bucket 1 out of 2) s where ds = '1'; select * from test_table3 tablesample (bucket 2 out of 2) s where ds = '1'; -- Since more than one partition of 'a' (the big table) is being selected, -- it should be a map-reduce job EXPLAIN INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key, concat(a.value, b.value) FROM test_table1 a JOIN test_table2 b ON a.key = b.key WHERE a.ds is not null and b.ds = '1'; INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key, concat(a.value, b.value) FROM test_table1 a JOIN test_table2 b ON a.key = b.key WHERE a.ds is not null and b.ds = '1'; select * from test_table3 tablesample (bucket 1 out of 2) s where ds = '1'; select * from test_table3 tablesample (bucket 2 out of 2) s where ds = '1'; -- Since a single partition of the big table ('a') is being selected, it should be a map-only -- job even though multiple partitions of 'b' are being selected EXPLAIN INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key, concat(a.value, b.value) FROM test_table1 a JOIN test_table2 b ON a.key = b.key WHERE a.ds = '1' and b.ds is not null; INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key, concat(a.value, b.value) FROM test_table1 a JOIN test_table2 b ON a.key = b.key WHERE a.ds = '1' and b.ds is not null; select * from test_table3 tablesample (bucket 1 out of 2) s where ds = '1'; select * from test_table3 tablesample (bucket 2 out of 2) s where ds = '1'; -- This should be a map-only job EXPLAIN INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key, concat(a.value, b.value) FROM (select key, value from test_table1 where ds = '1') a JOIN (select key, value from test_table2 where ds = '1') b ON a.key = b.key; INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key, concat(a.value, b.value) FROM (select key, value from test_table1 where ds = '1') a JOIN (select key, value from test_table2 where ds = '1') b ON a.key = b.key; select * from test_table3 tablesample (bucket 1 out of 2) s where ds = '1'; select * from test_table3 tablesample (bucket 2 out of 2) s where ds = '1'; -- This should be a map-only job EXPLAIN INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key, concat(a.v1, b.v2) FROM (select key, concat(value, value) as v1 from test_table1 where ds = '1') a JOIN (select key, concat(value, value) as v2 from test_table2 where ds = '1') b ON a.key = b.key; INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key, concat(a.v1, b.v2) FROM (select key, concat(value, value) as v1 from test_table1 where ds = '1') a JOIN (select key, concat(value, value) as v2 from test_table2 where ds = '1') b ON a.key = b.key; select * from test_table3 tablesample (bucket 1 out of 2) s where ds = '1'; select * from test_table3 tablesample (bucket 2 out of 2) s where ds = '1'; -- This should be a map-reduce job EXPLAIN INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key+a.key, concat(a.value, b.value) FROM (select key, value from test_table1 where ds = '1') a JOIN (select key, value from test_table2 where ds = '1') b ON a.key = b.key; INSERT OVERWRITE TABLE test_table3 PARTITION (ds = '1') SELECT a.key+a.key, concat(a.value, b.value) FROM (select key, value from test_table1 where ds = '1') a JOIN (select key, value from test_table2 where ds = '1') b ON a.key = b.key; select * from test_table3 tablesample (bucket 1 out of 2) s where ds = '1'; select * from test_table3 tablesample (bucket 2 out of 2) s where ds = '1';