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; -- 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; FROM src INSERT OVERWRITE TABLE test_table1 PARTITION (ds = '1') SELECT *; -- Insert data into the bucketed table by selecting from another bucketed table -- This should be a map-only operation EXPLAIN INSERT OVERWRITE TABLE test_table2 PARTITION (ds = '1') SELECT a.key, a.value FROM test_table1 a WHERE a.ds = '1'; INSERT OVERWRITE TABLE test_table2 PARTITION (ds = '1') SELECT a.key, a.value FROM test_table1 a WHERE a.ds = '1'; select count(*) from test_table1 where ds = '1'; select count(*) from test_table1 where ds = '1' and hash(key) % 2 = 0; select count(*) from test_table1 where ds = '1' and hash(key) % 2 = 1; select count(*) from test_table1 tablesample (bucket 1 out of 2) s where ds = '1'; select count(*) from test_table1 tablesample (bucket 2 out of 2) s where ds = '1'; select count(*) from test_table2 where ds = '1'; select count(*) from test_table2 where ds = '1' and hash(key) % 2 = 0; select count(*) from test_table2 where ds = '1' and hash(key) % 2 = 1; select count(*) from test_table2 tablesample (bucket 1 out of 2) s where ds = '1'; select count(*) from test_table2 tablesample (bucket 2 out of 2) s where ds = '1'; set hive.optimize.constant.propagation=false; -- Insert data into the bucketed table by selecting from another bucketed table -- This should be a map-only operation, one of the buckets should be empty EXPLAIN INSERT OVERWRITE TABLE test_table2 PARTITION (ds = '2') SELECT a.key, a.value FROM test_table1 a WHERE a.ds = '1' and a.key = 238; INSERT OVERWRITE TABLE test_table2 PARTITION (ds = '2') SELECT a.key, a.value FROM test_table1 a WHERE a.ds = '1' and a.key = 238; set hive.optimize.constant.propagation=true; select count(*) from test_table2 where ds = '2'; select count(*) from test_table2 where ds = '2' and hash(key) % 2 = 0; select count(*) from test_table2 where ds = '2' and hash(key) % 2 = 1; select count(*) from test_table2 tablesample (bucket 1 out of 2) s where ds = '2'; select count(*) from test_table2 tablesample (bucket 2 out of 2) s where ds = '2'; EXPLAIN INSERT OVERWRITE TABLE test_table2 PARTITION (ds = '3') SELECT a.key, a.value FROM test_table2 a WHERE a.ds = '2'; INSERT OVERWRITE TABLE test_table2 PARTITION (ds = '2') SELECT a.key, a.value FROM test_table2 a WHERE a.ds = '2'; select count(*) from test_table2 where ds = '3'; select count(*) from test_table2 where ds = '3' and hash(key) % 2 = 0; select count(*) from test_table2 where ds = '3' and hash(key) % 2 = 1; select count(*) from test_table2 tablesample (bucket 1 out of 2) s where ds = '3'; select count(*) from test_table2 tablesample (bucket 2 out of 2) s where ds = '3';