http://git-wip-us.apache.org/repos/asf/hive/blob/bd371246/ql/src/test/results/clientpositive/perf/spark/query92.q.out ---------------------------------------------------------------------- diff --git a/ql/src/test/results/clientpositive/perf/spark/query92.q.out b/ql/src/test/results/clientpositive/perf/spark/query92.q.out new file mode 100644 index 0000000..677a85c --- /dev/null +++ b/ql/src/test/results/clientpositive/perf/spark/query92.q.out @@ -0,0 +1,303 @@ +PREHOOK: query: explain +select + sum(ws_ext_discount_amt) as `Excess Discount Amount` +from + web_sales + ,item + ,date_dim +where +i_manufact_id = 269 +and i_item_sk = ws_item_sk +and d_date between '1998-03-18' and + (cast('1998-03-18' as date) + 90 days) +and d_date_sk = ws_sold_date_sk +and ws_ext_discount_amt + > ( + SELECT + 1.3 * avg(ws_ext_discount_amt) + FROM + web_sales + ,date_dim + WHERE + ws_item_sk = i_item_sk + and d_date between '1998-03-18' and + (cast('1998-03-18' as date) + 90 days) + and d_date_sk = ws_sold_date_sk + ) +order by sum(ws_ext_discount_amt) +limit 100 +PREHOOK: type: QUERY +POSTHOOK: query: explain +select + sum(ws_ext_discount_amt) as `Excess Discount Amount` +from + web_sales + ,item + ,date_dim +where +i_manufact_id = 269 +and i_item_sk = ws_item_sk +and d_date between '1998-03-18' and + (cast('1998-03-18' as date) + 90 days) +and d_date_sk = ws_sold_date_sk +and ws_ext_discount_amt + > ( + SELECT + 1.3 * avg(ws_ext_discount_amt) + FROM + web_sales + ,date_dim + WHERE + ws_item_sk = i_item_sk + and d_date between '1998-03-18' and + (cast('1998-03-18' as date) + 90 days) + and d_date_sk = ws_sold_date_sk + ) +order by sum(ws_ext_discount_amt) +limit 100 +POSTHOOK: type: QUERY +STAGE DEPENDENCIES: + Stage-2 is a root stage + Stage-3 depends on stages: Stage-2 + Stage-1 depends on stages: Stage-3 + Stage-0 depends on stages: Stage-1 + +STAGE PLANS: + Stage: Stage-2 + Spark +#### A masked pattern was here #### + Vertices: + Map 5 + Map Operator Tree: + TableScan + alias: date_dim + Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (CAST( d_date AS TIMESTAMP) BETWEEN 1998-03-18 00:00:00.0 AND 1998-06-16 01:00:00.0 and d_date_sk is not null) (type: boolean) + Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: d_date_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE + Spark HashTable Sink Operator + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + Local Work: + Map Reduce Local Work + + Stage: Stage-3 + Spark +#### A masked pattern was here #### + Vertices: + Map 9 + Map Operator Tree: + TableScan + alias: date_dim + Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (CAST( d_date AS TIMESTAMP) BETWEEN 1998-03-18 00:00:00.0 AND 1998-06-16 01:00:00.0 and d_date_sk is not null) (type: boolean) + Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: d_date_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE + Spark HashTable Sink Operator + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + Local Work: + Map Reduce Local Work + + Stage: Stage-1 + Spark + Edges: + Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 261), Reducer 8 (PARTITION-LEVEL SORT, 261) + Reducer 3 <- Reducer 2 (GROUP, 1) + Reducer 4 <- Reducer 3 (SORT, 1) + Reducer 7 <- Map 6 (GROUP, 169) + Reducer 8 <- Map 10 (PARTITION-LEVEL SORT, 87), Reducer 7 (PARTITION-LEVEL SORT, 87) +#### A masked pattern was here #### + Vertices: + Map 1 + Map Operator Tree: + TableScan + alias: web_sales + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (ws_item_sk is not null and ws_sold_date_sk is not null) (type: boolean) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ws_sold_date_sk (type: int), ws_item_sk (type: int), ws_ext_discount_amt (type: decimal(7,2)) + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Map Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col1, _col2 + input vertices: + 1 Map 5 + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: int) + sort order: + + Map-reduce partition columns: _col1 (type: int) + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + value expressions: _col2 (type: decimal(7,2)) + Local Work: + Map Reduce Local Work + Map 10 + Map Operator Tree: + TableScan + alias: item + Statistics: Num rows: 462000 Data size: 663560457 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ((i_manufact_id = 269) and i_item_sk is not null) (type: boolean) + Statistics: Num rows: 231000 Data size: 331780228 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: i_item_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 231000 Data size: 331780228 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 231000 Data size: 331780228 Basic stats: COMPLETE Column stats: NONE + Map 6 + Map Operator Tree: + TableScan + alias: web_sales + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (ws_item_sk is not null and ws_sold_date_sk is not null) (type: boolean) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ws_sold_date_sk (type: int), ws_item_sk (type: int), ws_ext_discount_amt (type: decimal(7,2)) + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Map Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col1, _col2 + input vertices: + 1 Map 9 + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Group By Operator + aggregations: avg(_col2) + keys: _col1 (type: int) + mode: hash + outputColumnNames: _col0, _col1 + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + value expressions: _col1 (type: struct<count:bigint,sum:decimal(17,2),input:decimal(7,2)>) + Local Work: + Map Reduce Local Work + Reducer 2 + Reduce Operator Tree: + Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col1 (type: int) + 1 _col2 (type: int) + outputColumnNames: _col2, _col5 + Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (_col2 > _col5) (type: boolean) + Statistics: Num rows: 58081078 Data size: 7897346909 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col2 (type: decimal(7,2)) + outputColumnNames: _col2 + Statistics: Num rows: 58081078 Data size: 7897346909 Basic stats: COMPLETE Column stats: NONE + Group By Operator + aggregations: sum(_col2) + mode: hash + outputColumnNames: _col0 + Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + sort order: + Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: decimal(17,2)) + Reducer 3 + Reduce Operator Tree: + Group By Operator + aggregations: sum(VALUE._col0) + mode: mergepartial + outputColumnNames: _col0 + Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col0 (type: decimal(17,2)) + outputColumnNames: _col1 + Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: decimal(17,2)) + sort order: + + Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE + TopN Hash Memory Usage: 0.1 + Reducer 4 + Reduce Operator Tree: + Select Operator + expressions: KEY.reducesinkkey0 (type: decimal(17,2)) + outputColumnNames: _col0 + Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE + Limit + Number of rows: 100 + Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE + File Output Operator + compressed: false + Statistics: Num rows: 1 Data size: 112 Basic stats: COMPLETE Column stats: NONE + table: + input format: org.apache.hadoop.mapred.SequenceFileInputFormat + output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat + serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe + Reducer 7 + Reduce Operator Tree: + Group By Operator + aggregations: avg(VALUE._col0) + keys: KEY._col0 (type: int) + mode: mergepartial + outputColumnNames: _col0, _col1 + Statistics: Num rows: 79201469 Data size: 10769109250 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: (1.3 * _col1) (type: decimal(14,7)), _col0 (type: int) + outputColumnNames: _col0, _col1 + Statistics: Num rows: 79201469 Data size: 10769109250 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: int) + sort order: + + Map-reduce partition columns: _col1 (type: int) + Statistics: Num rows: 79201469 Data size: 10769109250 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: decimal(14,7)) + Reducer 8 + Reduce Operator Tree: + Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col1 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col0, _col2 + Statistics: Num rows: 87121617 Data size: 11846020431 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col2 (type: int) + sort order: + + Map-reduce partition columns: _col2 (type: int) + Statistics: Num rows: 87121617 Data size: 11846020431 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: decimal(14,7)) + + Stage: Stage-0 + Fetch Operator + limit: -1 + Processor Tree: + ListSink +
http://git-wip-us.apache.org/repos/asf/hive/blob/bd371246/ql/src/test/results/clientpositive/perf/spark/query93.q.out ---------------------------------------------------------------------- diff --git a/ql/src/test/results/clientpositive/perf/spark/query93.q.out b/ql/src/test/results/clientpositive/perf/spark/query93.q.out new file mode 100644 index 0000000..71fbeb1 --- /dev/null +++ b/ql/src/test/results/clientpositive/perf/spark/query93.q.out @@ -0,0 +1,181 @@ +PREHOOK: query: explain +select ss_customer_sk + ,sum(act_sales) sumsales + from (select ss_item_sk + ,ss_ticket_number + ,ss_customer_sk + ,case when sr_return_quantity is not null then (ss_quantity-sr_return_quantity)*ss_sales_price + else (ss_quantity*ss_sales_price) end act_sales + from store_sales left outer join store_returns on (sr_item_sk = ss_item_sk + and sr_ticket_number = ss_ticket_number) + ,reason + where sr_reason_sk = r_reason_sk + and r_reason_desc = 'Did not like the warranty') t + group by ss_customer_sk + order by sumsales, ss_customer_sk +limit 100 +PREHOOK: type: QUERY +POSTHOOK: query: explain +select ss_customer_sk + ,sum(act_sales) sumsales + from (select ss_item_sk + ,ss_ticket_number + ,ss_customer_sk + ,case when sr_return_quantity is not null then (ss_quantity-sr_return_quantity)*ss_sales_price + else (ss_quantity*ss_sales_price) end act_sales + from store_sales left outer join store_returns on (sr_item_sk = ss_item_sk + and sr_ticket_number = ss_ticket_number) + ,reason + where sr_reason_sk = r_reason_sk + and r_reason_desc = 'Did not like the warranty') t + group by ss_customer_sk + order by sumsales, ss_customer_sk +limit 100 +POSTHOOK: type: QUERY +STAGE DEPENDENCIES: + Stage-2 is a root stage + Stage-1 depends on stages: Stage-2 + Stage-0 depends on stages: Stage-1 + +STAGE PLANS: + Stage: Stage-2 + Spark +#### A masked pattern was here #### + Vertices: + Map 5 + Map Operator Tree: + TableScan + alias: reason + Statistics: Num rows: 72 Data size: 14400 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ((r_reason_desc = 'Did not like the warranty') and r_reason_sk is not null) (type: boolean) + Statistics: Num rows: 36 Data size: 7200 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: r_reason_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 36 Data size: 7200 Basic stats: COMPLETE Column stats: NONE + Spark HashTable Sink Operator + keys: + 0 _col1 (type: int) + 1 _col0 (type: int) + Local Work: + Map Reduce Local Work + + Stage: Stage-1 + Spark + Edges: + Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 436), Map 6 (PARTITION-LEVEL SORT, 436) + Reducer 3 <- Reducer 2 (GROUP, 437) + Reducer 4 <- Reducer 3 (SORT, 1) +#### A masked pattern was here #### + Vertices: + Map 1 + Map Operator Tree: + TableScan + alias: store_returns + Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (sr_item_sk is not null and sr_reason_sk is not null and sr_ticket_number is not null) (type: boolean) + Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: sr_item_sk (type: int), sr_reason_sk (type: int), sr_ticket_number (type: int), sr_return_quantity (type: int) + outputColumnNames: _col0, _col1, _col2, _col3 + Statistics: Num rows: 57591150 Data size: 4462194832 Basic stats: COMPLETE Column stats: NONE + Map Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col1 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col0, _col2, _col3 + input vertices: + 1 Map 5 + Statistics: Num rows: 63350266 Data size: 4908414421 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int), _col2 (type: int) + sort order: ++ + Map-reduce partition columns: _col0 (type: int), _col2 (type: int) + Statistics: Num rows: 63350266 Data size: 4908414421 Basic stats: COMPLETE Column stats: NONE + value expressions: _col3 (type: int) + Local Work: + Map Reduce Local Work + Map 6 + Map Operator Tree: + TableScan + alias: store_sales + Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (ss_item_sk is not null and ss_ticket_number is not null) (type: boolean) + Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ss_item_sk (type: int), ss_customer_sk (type: int), ss_ticket_number (type: int), ss_quantity (type: int), ss_sales_price (type: decimal(7,2)) + outputColumnNames: _col0, _col1, _col2, _col3, _col4 + Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int), _col2 (type: int) + sort order: ++ + Map-reduce partition columns: _col0 (type: int), _col2 (type: int) + Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE + value expressions: _col1 (type: int), _col3 (type: int), _col4 (type: decimal(7,2)) + Reducer 2 + Reduce Operator Tree: + Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col0 (type: int), _col2 (type: int) + 1 _col0 (type: int), _col2 (type: int) + outputColumnNames: _col3, _col7, _col9, _col10 + Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col7 (type: int), CASE WHEN (_col3 is not null) THEN ((CAST( (_col9 - _col3) AS decimal(10,0)) * _col10)) ELSE ((CAST( _col9 AS decimal(10,0)) * _col10)) END (type: decimal(18,2)) + outputColumnNames: _col0, _col1 + Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE + Group By Operator + aggregations: sum(_col1) + keys: _col0 (type: int) + mode: hash + outputColumnNames: _col0, _col1 + Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE + value expressions: _col1 (type: decimal(28,2)) + Reducer 3 + Reduce Operator Tree: + Group By Operator + aggregations: sum(VALUE._col0) + keys: KEY._col0 (type: int) + mode: mergepartial + outputColumnNames: _col0, _col1 + Statistics: Num rows: 316797606 Data size: 27947976754 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: decimal(28,2)), _col0 (type: int) + sort order: ++ + Statistics: Num rows: 316797606 Data size: 27947976754 Basic stats: COMPLETE Column stats: NONE + TopN Hash Memory Usage: 0.1 + Reducer 4 + Reduce Operator Tree: + Select Operator + expressions: KEY.reducesinkkey1 (type: int), KEY.reducesinkkey0 (type: decimal(28,2)) + outputColumnNames: _col0, _col1 + Statistics: Num rows: 316797606 Data size: 27947976754 Basic stats: COMPLETE Column stats: NONE + Limit + Number of rows: 100 + Statistics: Num rows: 100 Data size: 8800 Basic stats: COMPLETE Column stats: NONE + File Output Operator + compressed: false + Statistics: Num rows: 100 Data size: 8800 Basic stats: COMPLETE Column stats: NONE + table: + input format: org.apache.hadoop.mapred.SequenceFileInputFormat + output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat + serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe + + Stage: Stage-0 + Fetch Operator + limit: 100 + Processor Tree: + ListSink + http://git-wip-us.apache.org/repos/asf/hive/blob/bd371246/ql/src/test/results/clientpositive/perf/spark/query94.q.out ---------------------------------------------------------------------- diff --git a/ql/src/test/results/clientpositive/perf/spark/query94.q.out b/ql/src/test/results/clientpositive/perf/spark/query94.q.out new file mode 100644 index 0000000..4ee2ed8 --- /dev/null +++ b/ql/src/test/results/clientpositive/perf/spark/query94.q.out @@ -0,0 +1,359 @@ +PREHOOK: query: explain +select + count(distinct ws_order_number) as `order count` + ,sum(ws_ext_ship_cost) as `total shipping cost` + ,sum(ws_net_profit) as `total net profit` +from + web_sales ws1 + ,date_dim + ,customer_address + ,web_site +where + d_date between '1999-5-01' and + (cast('1999-5-01' as date) + 60 days) +and ws1.ws_ship_date_sk = d_date_sk +and ws1.ws_ship_addr_sk = ca_address_sk +and ca_state = 'TX' +and ws1.ws_web_site_sk = web_site_sk +and web_company_name = 'pri' +and exists (select * + from web_sales ws2 + where ws1.ws_order_number = ws2.ws_order_number + and ws1.ws_warehouse_sk <> ws2.ws_warehouse_sk) +and not exists(select * + from web_returns wr1 + where ws1.ws_order_number = wr1.wr_order_number) +order by count(distinct ws_order_number) +limit 100 +PREHOOK: type: QUERY +POSTHOOK: query: explain +select + count(distinct ws_order_number) as `order count` + ,sum(ws_ext_ship_cost) as `total shipping cost` + ,sum(ws_net_profit) as `total net profit` +from + web_sales ws1 + ,date_dim + ,customer_address + ,web_site +where + d_date between '1999-5-01' and + (cast('1999-5-01' as date) + 60 days) +and ws1.ws_ship_date_sk = d_date_sk +and ws1.ws_ship_addr_sk = ca_address_sk +and ca_state = 'TX' +and ws1.ws_web_site_sk = web_site_sk +and web_company_name = 'pri' +and exists (select * + from web_sales ws2 + where ws1.ws_order_number = ws2.ws_order_number + and ws1.ws_warehouse_sk <> ws2.ws_warehouse_sk) +and not exists(select * + from web_returns wr1 + where ws1.ws_order_number = wr1.wr_order_number) +order by count(distinct ws_order_number) +limit 100 +POSTHOOK: type: QUERY +STAGE DEPENDENCIES: + Stage-2 is a root stage + Stage-3 depends on stages: Stage-2 + Stage-1 depends on stages: Stage-3 + Stage-0 depends on stages: Stage-1 + +STAGE PLANS: + Stage: Stage-2 + Spark +#### A masked pattern was here #### + Vertices: + Map 9 + Map Operator Tree: + TableScan + alias: web_site + Statistics: Num rows: 84 Data size: 155408 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ((web_company_name = 'pri') and web_site_sk is not null) (type: boolean) + Statistics: Num rows: 42 Data size: 77704 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: web_site_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 42 Data size: 77704 Basic stats: COMPLETE Column stats: NONE + Spark HashTable Sink Operator + keys: + 0 _col2 (type: int) + 1 _col0 (type: int) + Local Work: + Map Reduce Local Work + + Stage: Stage-3 + Spark +#### A masked pattern was here #### + Vertices: + Map 7 + Map Operator Tree: + TableScan + alias: date_dim + Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (CAST( d_date AS TIMESTAMP) BETWEEN 1999-05-01 00:00:00.0 AND 1999-06-30 00:00:00.0 and d_date_sk is not null) (type: boolean) + Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: d_date_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE + Spark HashTable Sink Operator + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + Local Work: + Map Reduce Local Work + + Stage: Stage-1 + Spark + Edges: + Reducer 11 <- Map 10 (GROUP, 11) + Reducer 13 <- Map 12 (GROUP, 153) + Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 327), Map 8 (PARTITION-LEVEL SORT, 327) + Reducer 3 <- Reducer 11 (PARTITION-LEVEL SORT, 286), Reducer 13 (PARTITION-LEVEL SORT, 286), Reducer 2 (PARTITION-LEVEL SORT, 286) + Reducer 4 <- Reducer 3 (GROUP, 224) + Reducer 5 <- Reducer 4 (GROUP, 1) + Reducer 6 <- Reducer 5 (SORT, 1) +#### A masked pattern was here #### + Vertices: + Map 1 + Map Operator Tree: + TableScan + alias: ws1 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (ws_ship_addr_sk is not null and ws_ship_date_sk is not null and ws_web_site_sk is not null) (type: boolean) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ws_ship_date_sk (type: int), ws_ship_addr_sk (type: int), ws_web_site_sk (type: int), ws_warehouse_sk (type: int), ws_order_number (type: int), ws_ext_ship_cost (type: decimal(7,2)), ws_net_profit (type: decimal(7,2)) + outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5, _col6 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Map Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col1, _col2, _col3, _col4, _col5, _col6 + input vertices: + 1 Map 7 + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: int) + sort order: + + Map-reduce partition columns: _col1 (type: int) + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + value expressions: _col2 (type: int), _col3 (type: int), _col4 (type: int), _col5 (type: decimal(7,2)), _col6 (type: decimal(7,2)) + Local Work: + Map Reduce Local Work + Map 10 + Map Operator Tree: + TableScan + alias: wr1 + Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: wr_order_number is not null (type: boolean) + Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE + Group By Operator + keys: wr_order_number (type: int) + mode: hash + outputColumnNames: _col0 + Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE + Map 12 + Map Operator Tree: + TableScan + alias: ws2 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (ws_order_number is not null and ws_warehouse_sk is not null) (type: boolean) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Group By Operator + keys: ws_order_number (type: int), ws_warehouse_sk (type: int) + mode: hash + outputColumnNames: _col0, _col1 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int), _col1 (type: int) + sort order: ++ + Map-reduce partition columns: _col0 (type: int), _col1 (type: int) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Map 8 + Map Operator Tree: + TableScan + alias: customer_address + Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ((ca_state = 'TX') and ca_address_sk is not null) (type: boolean) + Statistics: Num rows: 20000000 Data size: 20297597642 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ca_address_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 20000000 Data size: 20297597642 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 20000000 Data size: 20297597642 Basic stats: COMPLETE Column stats: NONE + Reducer 11 + Reduce Operator Tree: + Group By Operator + keys: KEY._col0 (type: int) + mode: mergepartial + outputColumnNames: _col0 + Statistics: Num rows: 7199233 Data size: 662597045 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col0 (type: int), true (type: boolean) + outputColumnNames: _col0, _col1 + Statistics: Num rows: 7199233 Data size: 662597045 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 7199233 Data size: 662597045 Basic stats: COMPLETE Column stats: NONE + value expressions: _col1 (type: boolean) + Reducer 13 + Reduce Operator Tree: + Group By Operator + keys: KEY._col0 (type: int), KEY._col1 (type: int) + mode: mergepartial + outputColumnNames: _col0, _col1 + Statistics: Num rows: 72001334 Data size: 9790099106 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col1 (type: int), _col0 (type: int) + outputColumnNames: _col0, _col1 + Statistics: Num rows: 72001334 Data size: 9790099106 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: int) + sort order: + + Map-reduce partition columns: _col1 (type: int) + Statistics: Num rows: 72001334 Data size: 9790099106 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: int) + Reducer 2 + Local Work: + Map Reduce Local Work + Reduce Operator Tree: + Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col1 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col2, _col3, _col4, _col5, _col6 + Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE + Map Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col2 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col3, _col4, _col5, _col6 + input vertices: + 1 Map 9 + Statistics: Num rows: 191667562 Data size: 26061245514 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col4 (type: int) + sort order: + + Map-reduce partition columns: _col4 (type: int) + Statistics: Num rows: 191667562 Data size: 26061245514 Basic stats: COMPLETE Column stats: NONE + value expressions: _col3 (type: int), _col5 (type: decimal(7,2)), _col6 (type: decimal(7,2)) + Reducer 3 + Reduce Operator Tree: + Join Operator + condition map: + Left Outer Join 0 to 1 + Inner Join 0 to 2 + keys: + 0 _col4 (type: int) + 1 _col0 (type: int) + 2 _col1 (type: int) + outputColumnNames: _col3, _col4, _col5, _col6, _col14, _col15 + residual filter predicates: {(_col3 <> _col15)} + Statistics: Num rows: 421668645 Data size: 57334741373 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col4 (type: int), _col5 (type: decimal(7,2)), _col6 (type: decimal(7,2)), _col14 (type: boolean) + outputColumnNames: _col4, _col5, _col6, _col16 + Statistics: Num rows: 421668645 Data size: 57334741373 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: _col16 is null (type: boolean) + Statistics: Num rows: 210834322 Data size: 28667370618 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col4 (type: int), _col5 (type: decimal(7,2)), _col6 (type: decimal(7,2)) + outputColumnNames: _col4, _col5, _col6 + Statistics: Num rows: 210834322 Data size: 28667370618 Basic stats: COMPLETE Column stats: NONE + Group By Operator + aggregations: sum(_col5), sum(_col6) + keys: _col4 (type: int) + mode: hash + outputColumnNames: _col0, _col2, _col3 + Statistics: Num rows: 210834322 Data size: 28667370618 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 210834322 Data size: 28667370618 Basic stats: COMPLETE Column stats: NONE + value expressions: _col2 (type: decimal(17,2)), _col3 (type: decimal(17,2)) + Reducer 4 + Reduce Operator Tree: + Group By Operator + aggregations: sum(VALUE._col0), sum(VALUE._col1) + keys: KEY._col0 (type: int) + mode: partial2 + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 210834322 Data size: 28667370618 Basic stats: COMPLETE Column stats: NONE + Group By Operator + aggregations: count(_col0), sum(_col1), sum(_col2) + mode: partial2 + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + sort order: + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: bigint), _col1 (type: decimal(17,2)), _col2 (type: decimal(17,2)) + Reducer 5 + Reduce Operator Tree: + Group By Operator + aggregations: count(VALUE._col0), sum(VALUE._col1), sum(VALUE._col2) + mode: mergepartial + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col1 (type: decimal(17,2)), _col2 (type: decimal(17,2)), _col0 (type: bigint) + outputColumnNames: _col1, _col2, _col3 + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col3 (type: bigint) + sort order: + + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + TopN Hash Memory Usage: 0.1 + value expressions: _col1 (type: decimal(17,2)), _col2 (type: decimal(17,2)) + Reducer 6 + Reduce Operator Tree: + Select Operator + expressions: KEY.reducesinkkey0 (type: bigint), VALUE._col0 (type: decimal(17,2)), VALUE._col1 (type: decimal(17,2)) + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + Limit + Number of rows: 100 + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + File Output Operator + compressed: false + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + table: + input format: org.apache.hadoop.mapred.SequenceFileInputFormat + output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat + serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe + + Stage: Stage-0 + Fetch Operator + limit: -1 + Processor Tree: + ListSink + http://git-wip-us.apache.org/repos/asf/hive/blob/bd371246/ql/src/test/results/clientpositive/perf/spark/query95.q.out ---------------------------------------------------------------------- diff --git a/ql/src/test/results/clientpositive/perf/spark/query95.q.out b/ql/src/test/results/clientpositive/perf/spark/query95.q.out new file mode 100644 index 0000000..0d136b6 --- /dev/null +++ b/ql/src/test/results/clientpositive/perf/spark/query95.q.out @@ -0,0 +1,468 @@ +PREHOOK: query: explain +with ws_wh as +(select ws1.ws_order_number,ws1.ws_warehouse_sk wh1,ws2.ws_warehouse_sk wh2 + from web_sales ws1,web_sales ws2 + where ws1.ws_order_number = ws2.ws_order_number + and ws1.ws_warehouse_sk <> ws2.ws_warehouse_sk) + select + count(distinct ws_order_number) as `order count` + ,sum(ws_ext_ship_cost) as `total shipping cost` + ,sum(ws_net_profit) as `total net profit` +from + web_sales ws1 + ,date_dim + ,customer_address + ,web_site +where + d_date between '1999-5-01' and + (cast('1999-5-01' as date) + 60 days) +and ws1.ws_ship_date_sk = d_date_sk +and ws1.ws_ship_addr_sk = ca_address_sk +and ca_state = 'TX' +and ws1.ws_web_site_sk = web_site_sk +and web_company_name = 'pri' +and ws1.ws_order_number in (select ws_order_number + from ws_wh) +and ws1.ws_order_number in (select wr_order_number + from web_returns,ws_wh + where wr_order_number = ws_wh.ws_order_number) +order by count(distinct ws_order_number) +limit 100 +PREHOOK: type: QUERY +POSTHOOK: query: explain +with ws_wh as +(select ws1.ws_order_number,ws1.ws_warehouse_sk wh1,ws2.ws_warehouse_sk wh2 + from web_sales ws1,web_sales ws2 + where ws1.ws_order_number = ws2.ws_order_number + and ws1.ws_warehouse_sk <> ws2.ws_warehouse_sk) + select + count(distinct ws_order_number) as `order count` + ,sum(ws_ext_ship_cost) as `total shipping cost` + ,sum(ws_net_profit) as `total net profit` +from + web_sales ws1 + ,date_dim + ,customer_address + ,web_site +where + d_date between '1999-5-01' and + (cast('1999-5-01' as date) + 60 days) +and ws1.ws_ship_date_sk = d_date_sk +and ws1.ws_ship_addr_sk = ca_address_sk +and ca_state = 'TX' +and ws1.ws_web_site_sk = web_site_sk +and web_company_name = 'pri' +and ws1.ws_order_number in (select ws_order_number + from ws_wh) +and ws1.ws_order_number in (select wr_order_number + from web_returns,ws_wh + where wr_order_number = ws_wh.ws_order_number) +order by count(distinct ws_order_number) +limit 100 +POSTHOOK: type: QUERY +STAGE DEPENDENCIES: + Stage-2 is a root stage + Stage-3 depends on stages: Stage-2 + Stage-1 depends on stages: Stage-3 + Stage-0 depends on stages: Stage-1 + +STAGE PLANS: + Stage: Stage-2 + Spark +#### A masked pattern was here #### + Vertices: + Map 9 + Map Operator Tree: + TableScan + alias: web_site + Statistics: Num rows: 84 Data size: 155408 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ((web_company_name = 'pri') and web_site_sk is not null) (type: boolean) + Statistics: Num rows: 42 Data size: 77704 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: web_site_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 42 Data size: 77704 Basic stats: COMPLETE Column stats: NONE + Spark HashTable Sink Operator + keys: + 0 _col2 (type: int) + 1 _col0 (type: int) + Local Work: + Map Reduce Local Work + + Stage: Stage-3 + Spark +#### A masked pattern was here #### + Vertices: + Map 7 + Map Operator Tree: + TableScan + alias: date_dim + Statistics: Num rows: 73049 Data size: 81741831 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (CAST( d_date AS TIMESTAMP) BETWEEN 1999-05-01 00:00:00.0 AND 1999-06-30 00:00:00.0 and d_date_sk is not null) (type: boolean) + Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: d_date_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 8116 Data size: 9081804 Basic stats: COMPLETE Column stats: NONE + Spark HashTable Sink Operator + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + Local Work: + Map Reduce Local Work + + Stage: Stage-1 + Spark + Edges: + Reducer 11 <- Map 10 (PARTITION-LEVEL SORT, 306), Map 13 (PARTITION-LEVEL SORT, 306) + Reducer 12 <- Reducer 11 (GROUP, 169) + Reducer 15 <- Map 14 (PARTITION-LEVEL SORT, 306), Map 18 (PARTITION-LEVEL SORT, 306) + Reducer 16 <- Map 19 (PARTITION-LEVEL SORT, 179), Reducer 15 (PARTITION-LEVEL SORT, 179) + Reducer 17 <- Reducer 16 (GROUP, 186) + Reducer 2 <- Map 1 (PARTITION-LEVEL SORT, 327), Map 8 (PARTITION-LEVEL SORT, 327) + Reducer 3 <- Reducer 12 (PARTITION-LEVEL SORT, 381), Reducer 17 (PARTITION-LEVEL SORT, 381), Reducer 2 (PARTITION-LEVEL SORT, 381) + Reducer 4 <- Reducer 3 (GROUP, 448) + Reducer 5 <- Reducer 4 (GROUP, 1) + Reducer 6 <- Reducer 5 (SORT, 1) +#### A masked pattern was here #### + Vertices: + Map 1 + Map Operator Tree: + TableScan + alias: ws1 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (ws_order_number is not null and ws_ship_addr_sk is not null and ws_ship_date_sk is not null and ws_web_site_sk is not null) (type: boolean) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ws_ship_date_sk (type: int), ws_ship_addr_sk (type: int), ws_web_site_sk (type: int), ws_order_number (type: int), ws_ext_ship_cost (type: decimal(7,2)), ws_net_profit (type: decimal(7,2)) + outputColumnNames: _col0, _col1, _col2, _col3, _col4, _col5 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Map Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col1, _col2, _col3, _col4, _col5 + input vertices: + 1 Map 7 + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: int) + sort order: + + Map-reduce partition columns: _col1 (type: int) + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + value expressions: _col2 (type: int), _col3 (type: int), _col4 (type: decimal(7,2)), _col5 (type: decimal(7,2)) + Local Work: + Map Reduce Local Work + Map 10 + Map Operator Tree: + TableScan + alias: ws1 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ws_order_number is not null (type: boolean) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ws_warehouse_sk (type: int), ws_order_number (type: int) + outputColumnNames: _col0, _col1 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: int) + sort order: + + Map-reduce partition columns: _col1 (type: int) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: int) + Map 13 + Map Operator Tree: + TableScan + alias: ws2 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ws_order_number is not null (type: boolean) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ws_warehouse_sk (type: int), ws_order_number (type: int) + outputColumnNames: _col0, _col1 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: int) + sort order: + + Map-reduce partition columns: _col1 (type: int) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: int) + Map 14 + Map Operator Tree: + TableScan + alias: ws1 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ws_order_number is not null (type: boolean) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ws_warehouse_sk (type: int), ws_order_number (type: int) + outputColumnNames: _col0, _col1 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: int) + sort order: + + Map-reduce partition columns: _col1 (type: int) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: int) + Map 18 + Map Operator Tree: + TableScan + alias: ws2 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ws_order_number is not null (type: boolean) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ws_warehouse_sk (type: int), ws_order_number (type: int) + outputColumnNames: _col0, _col1 + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: int) + sort order: + + Map-reduce partition columns: _col1 (type: int) + Statistics: Num rows: 144002668 Data size: 19580198212 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: int) + Map 19 + Map Operator Tree: + TableScan + alias: web_returns + Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: wr_order_number is not null (type: boolean) + Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: wr_order_number (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 14398467 Data size: 1325194184 Basic stats: COMPLETE Column stats: NONE + Map 8 + Map Operator Tree: + TableScan + alias: customer_address + Statistics: Num rows: 40000000 Data size: 40595195284 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ((ca_state = 'TX') and ca_address_sk is not null) (type: boolean) + Statistics: Num rows: 20000000 Data size: 20297597642 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ca_address_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 20000000 Data size: 20297597642 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 20000000 Data size: 20297597642 Basic stats: COMPLETE Column stats: NONE + Reducer 11 + Reduce Operator Tree: + Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col1 (type: int) + 1 _col1 (type: int) + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (_col0 <> _col2) (type: boolean) + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col1 (type: int) + outputColumnNames: _col1 + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Group By Operator + keys: _col1 (type: int) + mode: hash + outputColumnNames: _col0 + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Reducer 12 + Reduce Operator Tree: + Group By Operator + keys: KEY._col0 (type: int) + mode: mergepartial + outputColumnNames: _col0 + Statistics: Num rows: 79201469 Data size: 10769109250 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 79201469 Data size: 10769109250 Basic stats: COMPLETE Column stats: NONE + Reducer 15 + Reduce Operator Tree: + Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col1 (type: int) + 1 _col1 (type: int) + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (_col0 <> _col2) (type: boolean) + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col1 (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 158402938 Data size: 21538218500 Basic stats: COMPLETE Column stats: NONE + Reducer 16 + Reduce Operator Tree: + Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col1 + Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE + Group By Operator + keys: _col1 (type: int) + mode: hash + outputColumnNames: _col0 + Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE + Reducer 17 + Reduce Operator Tree: + Group By Operator + keys: KEY._col0 (type: int) + mode: mergepartial + outputColumnNames: _col0 + Statistics: Num rows: 87121617 Data size: 11846020363 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 87121617 Data size: 11846020363 Basic stats: COMPLETE Column stats: NONE + Reducer 2 + Local Work: + Map Reduce Local Work + Reduce Operator Tree: + Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col1 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col2, _col3, _col4, _col5 + Statistics: Num rows: 174243235 Data size: 23692040863 Basic stats: COMPLETE Column stats: NONE + Map Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col2 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col3, _col4, _col5 + input vertices: + 1 Map 9 + Statistics: Num rows: 191667562 Data size: 26061245514 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col3 (type: int) + sort order: + + Map-reduce partition columns: _col3 (type: int) + Statistics: Num rows: 191667562 Data size: 26061245514 Basic stats: COMPLETE Column stats: NONE + value expressions: _col4 (type: decimal(7,2)), _col5 (type: decimal(7,2)) + Reducer 3 + Reduce Operator Tree: + Join Operator + condition map: + Inner Join 0 to 1 + Inner Join 0 to 2 + keys: + 0 _col3 (type: int) + 1 _col0 (type: int) + 2 _col0 (type: int) + outputColumnNames: _col3, _col4, _col5 + Statistics: Num rows: 421668645 Data size: 57334741373 Basic stats: COMPLETE Column stats: NONE + Group By Operator + aggregations: sum(_col4), sum(_col5) + keys: _col3 (type: int) + mode: hash + outputColumnNames: _col0, _col2, _col3 + Statistics: Num rows: 421668645 Data size: 57334741373 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col0 (type: int) + sort order: + + Map-reduce partition columns: _col0 (type: int) + Statistics: Num rows: 421668645 Data size: 57334741373 Basic stats: COMPLETE Column stats: NONE + value expressions: _col2 (type: decimal(17,2)), _col3 (type: decimal(17,2)) + Reducer 4 + Reduce Operator Tree: + Group By Operator + aggregations: sum(VALUE._col0), sum(VALUE._col1) + keys: KEY._col0 (type: int) + mode: partial2 + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 421668645 Data size: 57334741373 Basic stats: COMPLETE Column stats: NONE + Group By Operator + aggregations: count(_col0), sum(_col1), sum(_col2) + mode: partial2 + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + sort order: + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: bigint), _col1 (type: decimal(17,2)), _col2 (type: decimal(17,2)) + Reducer 5 + Reduce Operator Tree: + Group By Operator + aggregations: count(VALUE._col0), sum(VALUE._col1), sum(VALUE._col2) + mode: mergepartial + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col1 (type: decimal(17,2)), _col2 (type: decimal(17,2)), _col0 (type: bigint) + outputColumnNames: _col1, _col2, _col3 + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col3 (type: bigint) + sort order: + + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + TopN Hash Memory Usage: 0.1 + value expressions: _col1 (type: decimal(17,2)), _col2 (type: decimal(17,2)) + Reducer 6 + Reduce Operator Tree: + Select Operator + expressions: KEY.reducesinkkey0 (type: bigint), VALUE._col0 (type: decimal(17,2)), VALUE._col1 (type: decimal(17,2)) + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + Limit + Number of rows: 100 + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + File Output Operator + compressed: false + Statistics: Num rows: 1 Data size: 344 Basic stats: COMPLETE Column stats: NONE + table: + input format: org.apache.hadoop.mapred.SequenceFileInputFormat + output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat + serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe + + Stage: Stage-0 + Fetch Operator + limit: -1 + Processor Tree: + ListSink + http://git-wip-us.apache.org/repos/asf/hive/blob/bd371246/ql/src/test/results/clientpositive/perf/spark/query96.q.out ---------------------------------------------------------------------- diff --git a/ql/src/test/results/clientpositive/perf/spark/query96.q.out b/ql/src/test/results/clientpositive/perf/spark/query96.q.out new file mode 100644 index 0000000..fed8084 --- /dev/null +++ b/ql/src/test/results/clientpositive/perf/spark/query96.q.out @@ -0,0 +1,193 @@ +PREHOOK: query: explain +select count(*) +from store_sales + ,household_demographics + ,time_dim, store +where ss_sold_time_sk = time_dim.t_time_sk + and ss_hdemo_sk = household_demographics.hd_demo_sk + and ss_store_sk = s_store_sk + and time_dim.t_hour = 8 + and time_dim.t_minute >= 30 + and household_demographics.hd_dep_count = 5 + and store.s_store_name = 'ese' +order by count(*) +limit 100 +PREHOOK: type: QUERY +POSTHOOK: query: explain +select count(*) +from store_sales + ,household_demographics + ,time_dim, store +where ss_sold_time_sk = time_dim.t_time_sk + and ss_hdemo_sk = household_demographics.hd_demo_sk + and ss_store_sk = s_store_sk + and time_dim.t_hour = 8 + and time_dim.t_minute >= 30 + and household_demographics.hd_dep_count = 5 + and store.s_store_name = 'ese' +order by count(*) +limit 100 +POSTHOOK: type: QUERY +STAGE DEPENDENCIES: + Stage-2 is a root stage + Stage-1 depends on stages: Stage-2 + Stage-0 depends on stages: Stage-1 + +STAGE PLANS: + Stage: Stage-2 + Spark +#### A masked pattern was here #### + Vertices: + Map 4 + Map Operator Tree: + TableScan + alias: time_dim + Statistics: Num rows: 86400 Data size: 40694400 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ((t_hour = 8) and (t_minute >= 30) and t_time_sk is not null) (type: boolean) + Statistics: Num rows: 14400 Data size: 6782400 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: t_time_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 14400 Data size: 6782400 Basic stats: COMPLETE Column stats: NONE + Spark HashTable Sink Operator + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + Local Work: + Map Reduce Local Work + Map 5 + Map Operator Tree: + TableScan + alias: household_demographics + Statistics: Num rows: 7200 Data size: 770400 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ((hd_dep_count = 5) and hd_demo_sk is not null) (type: boolean) + Statistics: Num rows: 3600 Data size: 385200 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: hd_demo_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 3600 Data size: 385200 Basic stats: COMPLETE Column stats: NONE + Spark HashTable Sink Operator + keys: + 0 _col1 (type: int) + 1 _col0 (type: int) + Local Work: + Map Reduce Local Work + Map 6 + Map Operator Tree: + TableScan + alias: store + Statistics: Num rows: 1704 Data size: 3256276 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: ((s_store_name = 'ese') and s_store_sk is not null) (type: boolean) + Statistics: Num rows: 852 Data size: 1628138 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: s_store_sk (type: int) + outputColumnNames: _col0 + Statistics: Num rows: 852 Data size: 1628138 Basic stats: COMPLETE Column stats: NONE + Spark HashTable Sink Operator + keys: + 0 _col2 (type: int) + 1 _col0 (type: int) + Local Work: + Map Reduce Local Work + + Stage: Stage-1 + Spark + Edges: + Reducer 2 <- Map 1 (GROUP, 1) + Reducer 3 <- Reducer 2 (SORT, 1) +#### A masked pattern was here #### + Vertices: + Map 1 + Map Operator Tree: + TableScan + alias: store_sales + Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE + Filter Operator + predicate: (ss_hdemo_sk is not null and ss_sold_time_sk is not null and ss_store_sk is not null) (type: boolean) + Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: ss_sold_time_sk (type: int), ss_hdemo_sk (type: int), ss_store_sk (type: int) + outputColumnNames: _col0, _col1, _col2 + Statistics: Num rows: 575995635 Data size: 50814502088 Basic stats: COMPLETE Column stats: NONE + Map Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col0 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col1, _col2 + input vertices: + 1 Map 4 + Statistics: Num rows: 633595212 Data size: 55895953508 Basic stats: COMPLETE Column stats: NONE + Map Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col1 (type: int) + 1 _col0 (type: int) + outputColumnNames: _col2 + input vertices: + 1 Map 5 + Statistics: Num rows: 696954748 Data size: 61485550191 Basic stats: COMPLETE Column stats: NONE + Map Join Operator + condition map: + Inner Join 0 to 1 + keys: + 0 _col2 (type: int) + 1 _col0 (type: int) + input vertices: + 1 Map 6 + Statistics: Num rows: 766650239 Data size: 67634106676 Basic stats: COMPLETE Column stats: NONE + Group By Operator + aggregations: count() + mode: hash + outputColumnNames: _col0 + Statistics: Num rows: 1 Data size: 8 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + sort order: + Statistics: Num rows: 1 Data size: 8 Basic stats: COMPLETE Column stats: NONE + value expressions: _col0 (type: bigint) + Local Work: + Map Reduce Local Work + Reducer 2 + Reduce Operator Tree: + Group By Operator + aggregations: count(VALUE._col0) + mode: mergepartial + outputColumnNames: _col0 + Statistics: Num rows: 1 Data size: 8 Basic stats: COMPLETE Column stats: NONE + Select Operator + expressions: _col0 (type: bigint) + outputColumnNames: _col1 + Statistics: Num rows: 1 Data size: 8 Basic stats: COMPLETE Column stats: NONE + Reduce Output Operator + key expressions: _col1 (type: bigint) + sort order: + + Statistics: Num rows: 1 Data size: 8 Basic stats: COMPLETE Column stats: NONE + TopN Hash Memory Usage: 0.1 + Reducer 3 + Reduce Operator Tree: + Select Operator + expressions: KEY.reducesinkkey0 (type: bigint) + outputColumnNames: _col0 + Statistics: Num rows: 1 Data size: 8 Basic stats: COMPLETE Column stats: NONE + Limit + Number of rows: 100 + Statistics: Num rows: 1 Data size: 8 Basic stats: COMPLETE Column stats: NONE + File Output Operator + compressed: false + Statistics: Num rows: 1 Data size: 8 Basic stats: COMPLETE Column stats: NONE + table: + input format: org.apache.hadoop.mapred.SequenceFileInputFormat + output format: org.apache.hadoop.hive.ql.io.HiveSequenceFileOutputFormat + serde: org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe + + Stage: Stage-0 + Fetch Operator + limit: -1 + Processor Tree: + ListSink +
