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impala/testdata/workloads/functional-query/queries/QueryTest/complex-tpch-nested.test
Zoltan Borok-Nagy ae848a6cef IMPALA-12373: Small String Optimization for StringValue 
This patch implements the Small String Optimization (SSO) for
StringValue objects. This is a well-known optimization in the C++
world that is used by the majority of various string implementations
(STL string, boost string, Folly string, etc.)

The old layout of the StringValue was:
  char* ptr;  // 8 bytes
  int len;    // 4 bytes

We also add the __packed__ attribute to the StringValue class which
means there is no padding between 'ptr' and 'len', neither after 'len'.
I.e. StringValue objects take 12 bytes. This means with SSO we can use
11 bytes to store small strings. In this case the last byte is used to
store the length.

Small string layout:
  char[11] buf;
  unsigned char len;

We also need an indicator bit (which tells whether the long
representation or the small representation is active) in the last byte
that is the same bit of LONG_STRING.len and SMALL_STRING.len. On
little-endian architectures this is the most significant bit (MSB) of
both LONG_STRING.len and SMALL_STRING.len. On big endian architectures
this would be the least significant bit (LSB) of both LONG_STRING.len
and SMALL_STRING.len. Since currently impala can only be built on
little endian architectures, this patch only adds code for such
platforms. Moreover, systems that use big endian usually support little
endian as well.

This patch adds SmallableString which implements the above on an
on-demand basis. I.e. all string objects start with the long
representation, then the string object can be explicitly asked to try
smallify itself. This is because I didn't want to introduce too much
change in behavior. This way we can try smallify only at certain points
(e.g. DeepCopy()), and we can also smallify all strings in a tuple at
once. The latter means if we've done that for a tuple, subsequent
smallifications can return on the first small string that is encountered
(because we can assume that all other string slots are also smallified).

Benefits:
 * lower memory and CPU cache consumption
 * smaller serialization buffers to compress
 * less data to send over the network
 * less data to spill to disk

Measurements:
I used TPCH(30) with the following query:

  select * from lineitem a, lineitem b
  where a.l_orderkey = b.l_orderkey and
        a.l_orderkey * b.l_orderkey < 1000

The above query generates significant network traffic and does spilling.
The query selects all 16 columns out of which 6.5 columns contain small
strings. I.e. this kind of data is a good candidate for this
optimization but also not unrealistic.

This improves the following numbers:
Total query time:             5m16s    --> 3m40s
Total CPU time:               12m9s    --> 10m17s
Bytes sent over the network:  54.17 GB --> 41.76 GB
Data had to be spilled:       14.66 GB --> 9.42 GB

On the standard benchmarks I measured the followings:

TPC-H:
+----------+-----------------------+---------+------------+------------+----------------+
| Workload | File Format           | Avg (s) | Delta(Avg) | GeoMean(s) | Delta(GeoMean) |
+----------+-----------------------+---------+------------+------------+----------------+
| TPCH(42) | parquet / none / none | 3.57    | -3.06%     | 2.40       | -1.34%         |
+----------+-----------------------+---------+------------+------------+----------------+

TPC-DS:
+-----------+-----------------------+---------+------------+------------+----------------+
| Workload  | File Format           | Avg (s) | Delta(Avg) | GeoMean(s) | Delta(GeoMean) |
+-----------+-----------------------+---------+------------+------------+----------------+
| TPCDS(30) | parquet / none / none | 2.09    | -0.92%     | 0.76       | -1.17%         |
+-----------+-----------------------+---------+------------+------------+----------------+

Testing:
 * There was query in 'spilling.test' that used to spill, but now it
   doesn't (at least in upstream GVO, in other environments the test
   passes). I cannot lower the buffer_pool_limit under the min
   reservation, so cannot make it spill without IMPALA-12549 that will
   update the estimations and min reservations.
 * Other tests that wanted to spill were modified to work on larger
   data sets
 * Added few backend tests in string-value-test
 * Added new complex types tests that have deeply nested small/long
   strings
 * Existing tests pass

Change-Id: I741c3a5f12ab620b6b64b57d4c89b5f8e056efd3
Reviewed-on: http://gerrit.cloudera.org:8080/20496
Reviewed-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
Tested-by: Impala Public Jenkins <impala-public-jenkins@cloudera.com>
2023-11-21 16:42:23 +00:00

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====
---- QUERY
set EXPAND_COMPLEX_TYPES=true;
select c_name, c_address, c_comment, o.* from customer c, c.c_orders o where c_name = 'Customer#000000001';
---- RESULTS
'Customer#000000001','IVhzIApeRb ot,c,E','to the even, regular platelets. regular, ironic epitaphs nag e',579908,'O',54048.26,'1996-12-09','5-LOW','Clerk#000000783',0,' asymptotes. regular requests boost blithely. pending gifts according to the','[{"l_partkey":104617,"l_suppkey":7128,"l_linenumber":1,"l_quantity":33.00,"l_extendedprice":53513.13,"l_discount":0.00,"l_tax":0.01,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1997-03-30","l_commitdate":"1997-01-11","l_receiptdate":"1997-04-25","l_shipinstruct":"NONE","l_shipmode":"MAIL","l_comment":"uickly special ideas alongside"}]'
'Customer#000000001','IVhzIApeRb ot,c,E','to the even, regular platelets. regular, ironic epitaphs nag e',3868359,'F',123076.84,'1992-08-22','5-LOW','Clerk#000000536',0,'. furiously bold asymptotes are instructions. quickly ironic dep','[{"l_partkey":68383,"l_suppkey":8384,"l_linenumber":1,"l_quantity":36.00,"l_extendedprice":48649.68,"l_discount":0.04,"l_tax":0.05,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-10-29","l_commitdate":"1992-10-18","l_receiptdate":"1992-10-30","l_shipinstruct":"NONE","l_shipmode":"RAIL","l_comment":"ts. carefully express ideas run quickly c"},{"l_partkey":105649,"l_suppkey":3180,"l_linenumber":2,"l_quantity":9.00,"l_extendedprice":14891.76,"l_discount":0.05,"l_tax":0.03,"l_returnflag":"R","l_linestatus":"F","l_shipdate":"1992-10-27","l_commitdate":"1992-09-27","l_receiptdate":"1992-11-26","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"MAIL","l_comment":"s wake furiously. platele"},{"l_partkey":39769,"l_suppkey":2273,"l_linenumber":3,"l_quantity":32.00,"l_extendedprice":54680.32,"l_discount":0.07,"l_tax":0.01,"l_returnflag":"R","l_linestatus":"F","l_shipdate":"1992-11-29","l_commitdate":"1992-10-13","l_receiptdate":"1992-12-02","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"REG AIR","l_comment":"c ideas are quickly ironic "},{"l_partkey":194361,"l_suppkey":9400,"l_linenumber":4,"l_quantity":6.00,"l_extendedprice":8732.16,"l_discount":0.09,"l_tax":0.02,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-11-03","l_commitdate":"1992-10-05","l_receiptdate":"1992-11-21","l_shipinstruct":"COLLECT COD","l_shipmode":"REG AIR","l_comment":"s are. furiously final foxes are spec"}]'
'Customer#000000001','IVhzIApeRb ot,c,E','to the even, regular platelets. regular, ironic epitaphs nag e',4273923,'O',95911.01,'1997-03-23','3-MEDIUM','Clerk#000000381',0,'ep fluffily along the carefull','[{"l_partkey":127174,"l_suppkey":9687,"l_linenumber":1,"l_quantity":28.00,"l_extendedprice":33632.76,"l_discount":0.09,"l_tax":0.07,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1997-07-04","l_commitdate":"1997-06-10","l_receiptdate":"1997-07-25","l_shipinstruct":"NONE","l_shipmode":"REG AIR","l_comment":"asymptotes try to nag fluffily acros"},{"l_partkey":12564,"l_suppkey":5066,"l_linenumber":2,"l_quantity":42.00,"l_extendedprice":62015.52,"l_discount":0.03,"l_tax":0.05,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1997-06-06","l_commitdate":"1997-06-16","l_receiptdate":"1997-06-13","l_shipinstruct":"COLLECT COD","l_shipmode":"AIR","l_comment":"ly even packages: ironic as"}]'
'Customer#000000001','IVhzIApeRb ot,c,E','to the even, regular platelets. regular, ironic epitaphs nag e',4808192,'O',65478.05,'1996-06-29','2-HIGH','Clerk#000000473',0,'eposits use against the express accounts. carefully regular ideas sleep blithe','[{"l_partkey":118792,"l_suppkey":8793,"l_linenumber":1,"l_quantity":26.00,"l_extendedprice":47080.54,"l_discount":0.05,"l_tax":0.08,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-07-26","l_commitdate":"1996-09-07","l_receiptdate":"1996-08-03","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"REG AIR","l_comment":"inal deposits haggle b"},{"l_partkey":121572,"l_suppkey":9109,"l_linenumber":2,"l_quantity":11.00,"l_extendedprice":17529.27,"l_discount":0.03,"l_tax":0.01,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-09-15","l_commitdate":"1996-09-04","l_receiptdate":"1996-09-25","l_shipinstruct":"COLLECT COD","l_shipmode":"MAIL","l_comment":"g, final requests sleep quickly fluffi"}]'
'Customer#000000001','IVhzIApeRb ot,c,E','to the even, regular platelets. regular, ironic epitaphs nag e',454791,'F',74602.81,'1992-04-19','1-URGENT','Clerk#000000815',0,'uriously ironic deposits wake across the s','[{"l_partkey":98296,"l_suppkey":5824,"l_linenumber":1,"l_quantity":40.00,"l_extendedprice":51771.60,"l_discount":0.05,"l_tax":0.05,"l_returnflag":"R","l_linestatus":"F","l_shipdate":"1992-06-24","l_commitdate":"1992-06-20","l_receiptdate":"1992-07-11","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"MAIL","l_comment":" busy theodol"},{"l_partkey":52971,"l_suppkey":487,"l_linenumber":2,"l_quantity":13.00,"l_extendedprice":25011.61,"l_discount":0.10,"l_tax":0.02,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-05-02","l_commitdate":"1992-05-19","l_receiptdate":"1992-05-10","l_shipinstruct":"NONE","l_shipmode":"REG AIR","l_comment":"ily silent id"}]'
'Customer#000000001','IVhzIApeRb ot,c,E','to the even, regular platelets. regular, ironic epitaphs nag e',5133509,'O',174645.94,'1996-07-01','1-URGENT','Clerk#000000463',0,'al accounts could have to cajole furiously even','[{"l_partkey":196216,"l_suppkey":6217,"l_linenumber":1,"l_quantity":28.00,"l_extendedprice":36741.88,"l_discount":0.02,"l_tax":0.03,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-08-19","l_commitdate":"1996-09-07","l_receiptdate":"1996-09-18","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"REG AIR","l_comment":"encies nag quickly regular, special de"},{"l_partkey":198707,"l_suppkey":6265,"l_linenumber":2,"l_quantity":35.00,"l_extendedprice":63199.50,"l_discount":0.06,"l_tax":0.05,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-08-12","l_commitdate":"1996-09-24","l_receiptdate":"1996-08-28","l_shipinstruct":"COLLECT COD","l_shipmode":"REG AIR","l_comment":" haggle furiously acr"},{"l_partkey":60989,"l_suppkey":6002,"l_linenumber":3,"l_quantity":12.00,"l_extendedprice":23399.76,"l_discount":0.05,"l_tax":0.00,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-09-28","l_commitdate":"1996-08-07","l_receiptdate":"1996-10-24","l_shipinstruct":"NONE","l_shipmode":"TRUCK","l_comment":"the, final dependencies sleep. f"},{"l_partkey":31696,"l_suppkey":1697,"l_linenumber":4,"l_quantity":33.00,"l_extendedprice":53713.77,"l_discount":0.07,"l_tax":0.06,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-08-16","l_commitdate":"1996-09-16","l_receiptdate":"1996-08-30","l_shipinstruct":"NONE","l_shipmode":"SHIP","l_comment":"ites use across the fluffily regula"}]'
---- TYPES
STRING, STRING, STRING, BIGINT, STRING, DECIMAL, STRING, STRING, STRING, INT, STRING, STRING
====
---- QUERY
set EXPAND_COMPLEX_TYPES=true;
select c_name, c_address, c_comment, o.* from customer c, c.c_orders o where c_name = 'Customer#000000002';
---- RESULTS
'Customer#000000002','XSTf4,NCwDVaWNe6tEgvwfmRchLXak','l accounts. blithely ironic theodolites integrate boldly: caref',2992930,'F',103297.68,'1994-05-21','4-NOT SPECIFIED','Clerk#000000913',0,'owly slyly final platelets. ironic instructions wake carefully unusual plate','[{"l_partkey":84928,"l_suppkey":7437,"l_linenumber":1,"l_quantity":50.00,"l_extendedprice":95646.00,"l_discount":0.00,"l_tax":0.08,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1994-09-12","l_commitdate":"1994-08-18","l_receiptdate":"1994-10-03","l_shipinstruct":"NONE","l_shipmode":"AIR","l_comment":" slyly final instr"}]'
'Customer#000000002','XSTf4,NCwDVaWNe6tEgvwfmRchLXak','l accounts. blithely ironic theodolites integrate boldly: caref',1763205,'F',16495.33,'1994-08-28','1-URGENT','Clerk#000000450',0,'ven requests. blithely express excuses nag or','[{"l_partkey":12629,"l_suppkey":5131,"l_linenumber":1,"l_quantity":10.00,"l_extendedprice":15416.20,"l_discount":0.00,"l_tax":0.07,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1994-10-30","l_commitdate":"1994-10-24","l_receiptdate":"1994-11-23","l_shipinstruct":"NONE","l_shipmode":"REG AIR","l_comment":". fluffily regular packages "}]'
'Customer#000000002','XSTf4,NCwDVaWNe6tEgvwfmRchLXak','l accounts. blithely ironic theodolites integrate boldly: caref',1374019,'F',167016.61,'1992-04-05','1-URGENT','Clerk#000000440',0,'lithe packages. acco','[{"l_partkey":45052,"l_suppkey":7557,"l_linenumber":1,"l_quantity":39.00,"l_extendedprice":38884.95,"l_discount":0.07,"l_tax":0.00,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-05-01","l_commitdate":"1992-05-20","l_receiptdate":"1992-05-25","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"TRUCK","l_comment":"special, special deposits among the f"},{"l_partkey":178552,"l_suppkey":1070,"l_linenumber":2,"l_quantity":1.00,"l_extendedprice":1630.55,"l_discount":0.10,"l_tax":0.00,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-06-21","l_commitdate":"1992-05-26","l_receiptdate":"1992-07-18","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"AIR","l_comment":"en theodolites. furiously unus"},{"l_partkey":111572,"l_suppkey":6595,"l_linenumber":3,"l_quantity":13.00,"l_extendedprice":20586.41,"l_discount":0.07,"l_tax":0.01,"l_returnflag":"R","l_linestatus":"F","l_shipdate":"1992-05-10","l_commitdate":"1992-06-25","l_receiptdate":"1992-05-30","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"SHIP","l_comment":"furiously ac"},{"l_partkey":182631,"l_suppkey":7668,"l_linenumber":4,"l_quantity":42.00,"l_extendedprice":71972.46,"l_discount":0.09,"l_tax":0.01,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-07-06","l_commitdate":"1992-06-28","l_receiptdate":"1992-08-05","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"TRUCK","l_comment":"deposits sleep across the ironic deposits"},{"l_partkey":62432,"l_suppkey":9951,"l_linenumber":5,"l_quantity":33.00,"l_extendedprice":46016.19,"l_discount":0.10,"l_tax":0.06,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-05-20","l_commitdate":"1992-06-03","l_receiptdate":"1992-05-25","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"TRUCK","l_comment":"e slyly even instructions. furiously i"}]'
'Customer#000000002','XSTf4,NCwDVaWNe6tEgvwfmRchLXak','l accounts. blithely ironic theodolites integrate boldly: caref',1842406,'O',174291.41,'1996-08-05','1-URGENT','Clerk#000000521',0,'s. excuses lose. pen','[{"l_partkey":84138,"l_suppkey":6647,"l_linenumber":1,"l_quantity":13.00,"l_extendedprice":14587.69,"l_discount":0.01,"l_tax":0.04,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-11-30","l_commitdate":"1996-10-15","l_receiptdate":"1996-12-01","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"SHIP","l_comment":"idle, bold requests wake fluff"},{"l_partkey":105207,"l_suppkey":2738,"l_linenumber":2,"l_quantity":6.00,"l_extendedprice":7273.20,"l_discount":0.00,"l_tax":0.02,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-09-05","l_commitdate":"1996-09-24","l_receiptdate":"1996-09-11","l_shipinstruct":"NONE","l_shipmode":"REG AIR","l_comment":"le blithely: express, bold accounts sl"},{"l_partkey":10233,"l_suppkey":7737,"l_linenumber":3,"l_quantity":7.00,"l_extendedprice":8002.61,"l_discount":0.07,"l_tax":0.01,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-10-23","l_commitdate":"1996-11-01","l_receiptdate":"1996-11-14","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"REG AIR","l_comment":"lyly. regular ideas a"},{"l_partkey":177150,"l_suppkey":2185,"l_linenumber":4,"l_quantity":48.00,"l_extendedprice":58903.20,"l_discount":0.01,"l_tax":0.07,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-08-17","l_commitdate":"1996-09-07","l_receiptdate":"1996-08-28","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"TRUCK","l_comment":"ms haggle according to the un"},{"l_partkey":159230,"l_suppkey":1746,"l_linenumber":5,"l_quantity":40.00,"l_extendedprice":51569.20,"l_discount":0.05,"l_tax":0.06,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-09-13","l_commitdate":"1996-10-20","l_receiptdate":"1996-10-02","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"RAIL","l_comment":"s haggle. express, regular packages amon"},{"l_partkey":166502,"l_suppkey":1535,"l_linenumber":6,"l_quantity":19.00,"l_extendedprice":29801.50,"l_discount":0.05,"l_tax":0.06,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-10-17","l_commitdate":"1996-10-08","l_receiptdate":"1996-11-09","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"REG AIR","l_comment":"onic theodolites integrate among the furio"}]'
'Customer#000000002','XSTf4,NCwDVaWNe6tEgvwfmRchLXak','l accounts. blithely ironic theodolites integrate boldly: caref',430243,'F',33082.83,'1994-12-24','4-NOT SPECIFIED','Clerk#000000121',0,'n braids among the final packages cajole pendin','[{"l_partkey":155290,"l_suppkey":5291,"l_linenumber":1,"l_quantity":23.00,"l_extendedprice":30941.67,"l_discount":0.01,"l_tax":0.08,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1995-03-28","l_commitdate":"1995-03-10","l_receiptdate":"1995-04-06","l_shipinstruct":"COLLECT COD","l_shipmode":"SHIP","l_comment":"ter the fluffily even instructions. furi"}]'
'Customer#000000002','XSTf4,NCwDVaWNe6tEgvwfmRchLXak','l accounts. blithely ironic theodolites integrate boldly: caref',1071617,'P',221397.35,'1995-03-10','2-HIGH','Clerk#000000408',0,'al, unusual packages. furiously final requests use quickly. f','[{"l_partkey":36850,"l_suppkey":1857,"l_linenumber":1,"l_quantity":27.00,"l_extendedprice":48244.95,"l_discount":0.00,"l_tax":0.03,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1995-07-09","l_commitdate":"1995-05-15","l_receiptdate":"1995-07-16","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"MAIL","l_comment":"ic packages are. spe"},{"l_partkey":137384,"l_suppkey":2411,"l_linenumber":2,"l_quantity":11.00,"l_extendedprice":15635.18,"l_discount":0.10,"l_tax":0.01,"l_returnflag":"R","l_linestatus":"F","l_shipdate":"1995-04-08","l_commitdate":"1995-04-16","l_receiptdate":"1995-04-13","l_shipinstruct":"COLLECT COD","l_shipmode":"MAIL","l_comment":"ke furiously furiously regular "},{"l_partkey":3374,"l_suppkey":8375,"l_linenumber":3,"l_quantity":36.00,"l_extendedprice":45985.32,"l_discount":0.02,"l_tax":0.07,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1995-07-03","l_commitdate":"1995-04-26","l_receiptdate":"1995-07-17","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"FOB","l_comment":"express requests. even patterns "},{"l_partkey":90308,"l_suppkey":309,"l_linenumber":4,"l_quantity":30.00,"l_extendedprice":38949.00,"l_discount":0.03,"l_tax":0.06,"l_returnflag":"N","l_linestatus":"F","l_shipdate":"1995-06-12","l_commitdate":"1995-05-28","l_receiptdate":"1995-06-26","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"REG AIR","l_comment":"l ideas. blithely ironic instructions are "},{"l_partkey":194723,"l_suppkey":2281,"l_linenumber":5,"l_quantity":39.00,"l_extendedprice":70891.08,"l_discount":0.07,"l_tax":0.05,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1995-06-08","l_commitdate":"1995-06-03","l_receiptdate":"1995-06-15","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"AIR","l_comment":"blithely express hockey"}]'
'Customer#000000002','XSTf4,NCwDVaWNe6tEgvwfmRchLXak','l accounts. blithely ironic theodolites integrate boldly: caref',3986496,'O',312692.22,'1997-02-22','1-URGENT','Clerk#000000768',0,'. theodolites nag fluffily above the blithely iron','[{"l_partkey":14260,"l_suppkey":4261,"l_linenumber":1,"l_quantity":32.00,"l_extendedprice":37576.32,"l_discount":0.02,"l_tax":0.04,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1997-06-04","l_commitdate":"1997-04-01","l_receiptdate":"1997-06-12","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"FOB","l_comment":"olites. packages bel"},{"l_partkey":57360,"l_suppkey":2371,"l_linenumber":2,"l_quantity":21.00,"l_extendedprice":27664.56,"l_discount":0.03,"l_tax":0.03,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1997-04-10","l_commitdate":"1997-05-14","l_receiptdate":"1997-04-18","l_shipinstruct":"COLLECT COD","l_shipmode":"REG AIR","l_comment":"lar dependencies"},{"l_partkey":36515,"l_suppkey":4025,"l_linenumber":3,"l_quantity":49.00,"l_extendedprice":71123.99,"l_discount":0.01,"l_tax":0.08,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1997-03-06","l_commitdate":"1997-04-13","l_receiptdate":"1997-03-09","l_shipinstruct":"NONE","l_shipmode":"AIR","l_comment":"y regular foxes. furiously e"},{"l_partkey":94207,"l_suppkey":6717,"l_linenumber":4,"l_quantity":30.00,"l_extendedprice":36036.00,"l_discount":0.03,"l_tax":0.06,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1997-04-03","l_commitdate":"1997-04-04","l_receiptdate":"1997-04-30","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"FOB","l_comment":"slyly ironic foxes "},{"l_partkey":128461,"l_suppkey":8462,"l_linenumber":5,"l_quantity":28.00,"l_extendedprice":41704.88,"l_discount":0.04,"l_tax":0.07,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1997-06-09","l_commitdate":"1997-05-09","l_receiptdate":"1997-06-27","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"SHIP","l_comment":"y special t"},{"l_partkey":41797,"l_suppkey":6806,"l_linenumber":6,"l_quantity":14.00,"l_extendedprice":24343.06,"l_discount":0.10,"l_tax":0.05,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1997-03-28","l_commitdate":"1997-04-01","l_receiptdate":"1997-04-02","l_shipinstruct":"NONE","l_shipmode":"REG AIR","l_comment":"ly according to the carefull"},{"l_partkey":76510,"l_suppkey":9018,"l_linenumber":7,"l_quantity":44.00,"l_extendedprice":65406.44,"l_discount":0.04,"l_tax":0.08,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1997-03-08","l_commitdate":"1997-03-31","l_receiptdate":"1997-04-02","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"TRUCK","l_comment":"ress requests solve b"}]'
---- TYPES
STRING, STRING, STRING, BIGINT, STRING, DECIMAL, STRING, STRING, STRING, INT, STRING, STRING
====
---- QUERY
select r_name, r_comment, r_nations from region;
---- RESULTS
'AFRICA','lar deposits. blithely final packages cajole. regular waters are final requests. regular accounts are according to ','[{"n_nationkey":0,"n_name":"ALGERIA","n_comment":" haggle. carefully final deposits detect slyly agai"},{"n_nationkey":5,"n_name":"ETHIOPIA","n_comment":"ven packages wake quickly. regu"},{"n_nationkey":14,"n_name":"KENYA","n_comment":" pending excuses haggle furiously deposits. pending, express pinto beans wake fluffily past t"},{"n_nationkey":15,"n_name":"MOROCCO","n_comment":"rns. blithely bold courts among the closely regular packages use furiously bold platelets?"},{"n_nationkey":16,"n_name":"MOZAMBIQUE","n_comment":"s. ironic, unusual asymptotes wake blithely r"}]'
'MIDDLE EAST','uickly special accounts cajole carefully blithely close requests. carefully final asymptotes haggle furiousl','[{"n_nationkey":4,"n_name":"EGYPT","n_comment":"y above the carefully unusual theodolites. final dugouts are quickly across the furiously regular d"},{"n_nationkey":10,"n_name":"IRAN","n_comment":"efully alongside of the slyly final dependencies. "},{"n_nationkey":11,"n_name":"IRAQ","n_comment":"nic deposits boost atop the quickly final requests? quickly regula"},{"n_nationkey":13,"n_name":"JORDAN","n_comment":"ic deposits are blithely about the carefully regular pa"},{"n_nationkey":20,"n_name":"SAUDI ARABIA","n_comment":"ts. silent requests haggle. closely express packages sleep across the blithely"}]'
'ASIA','ges. thinly even pinto beans ca','[{"n_nationkey":8,"n_name":"INDIA","n_comment":"ss excuses cajole slyly across the packages. deposits print aroun"},{"n_nationkey":9,"n_name":"INDONESIA","n_comment":" slyly express asymptotes. regular deposits haggle slyly. carefully ironic hockey players sleep blithely. carefull"},{"n_nationkey":12,"n_name":"JAPAN","n_comment":"ously. final, express gifts cajole a"},{"n_nationkey":18,"n_name":"CHINA","n_comment":"c dependencies. furiously express notornis sleep slyly regular accounts. ideas sleep. depos"},{"n_nationkey":21,"n_name":"VIETNAM","n_comment":"hely enticingly express accounts. even, final "}]'
'EUROPE','ly final courts cajole furiously final excuse','[{"n_nationkey":6,"n_name":"FRANCE","n_comment":"refully final requests. regular, ironi"},{"n_nationkey":7,"n_name":"GERMANY","n_comment":"l platelets. regular accounts x-ray: unusual, regular acco"},{"n_nationkey":19,"n_name":"ROMANIA","n_comment":"ular asymptotes are about the furious multipliers. express dependencies nag above the ironically ironic account"},{"n_nationkey":22,"n_name":"RUSSIA","n_comment":" requests against the platelets use never according to the quickly regular pint"},{"n_nationkey":23,"n_name":"UNITED KINGDOM","n_comment":"eans boost carefully special requests. accounts are. carefull"}]'
'AMERICA','hs use ironic, even requests. s','[{"n_nationkey":1,"n_name":"ARGENTINA","n_comment":"al foxes promise slyly according to the regular accounts. bold requests alon"},{"n_nationkey":2,"n_name":"BRAZIL","n_comment":"y alongside of the pending deposits. carefully special packages are about the ironic forges. slyly special "},{"n_nationkey":3,"n_name":"CANADA","n_comment":"eas hang ironic, silent packages. slyly regular packages are furiously over the tithes. fluffily bold"},{"n_nationkey":17,"n_name":"PERU","n_comment":"platelets. blithely pending dependencies use fluffily across the even pinto beans. carefully silent accoun"},{"n_nationkey":24,"n_name":"UNITED STATES","n_comment":"y final packages. slow foxes cajole quickly. quickly silent platelets breach ironic accounts. unusual pinto be"}]'
---- TYPES
STRING, STRING, STRING
====
---- QUERY
# Complex query where we broadcast complex types to a join and
# have deeply nested small/long strings.
set EXPAND_COMPLEX_TYPES=true;
select straight_join c_custkey, r_name, o.*
from region join customer c, c.c_orders o
where o_orderpriority = '1-URGENT' and
c.c_name < 'Customer#000000005' and
c.c_nationkey in (select n_nationkey from region.r_nations);
---- RESULTS
1,'AFRICA',454791,'F',74602.81,'1992-04-19','1-URGENT','Clerk#000000815',0,'uriously ironic deposits wake across the s','[{"l_partkey":98296,"l_suppkey":5824,"l_linenumber":1,"l_quantity":40.00,"l_extendedprice":51771.60,"l_discount":0.05,"l_tax":0.05,"l_returnflag":"R","l_linestatus":"F","l_shipdate":"1992-06-24","l_commitdate":"1992-06-20","l_receiptdate":"1992-07-11","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"MAIL","l_comment":" busy theodol"},{"l_partkey":52971,"l_suppkey":487,"l_linenumber":2,"l_quantity":13.00,"l_extendedprice":25011.61,"l_discount":0.10,"l_tax":0.02,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-05-02","l_commitdate":"1992-05-19","l_receiptdate":"1992-05-10","l_shipinstruct":"NONE","l_shipmode":"REG AIR","l_comment":"ily silent id"}]'
1,'AFRICA',5133509,'O',174645.94,'1996-07-01','1-URGENT','Clerk#000000463',0,'al accounts could have to cajole furiously even','[{"l_partkey":196216,"l_suppkey":6217,"l_linenumber":1,"l_quantity":28.00,"l_extendedprice":36741.88,"l_discount":0.02,"l_tax":0.03,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-08-19","l_commitdate":"1996-09-07","l_receiptdate":"1996-09-18","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"REG AIR","l_comment":"encies nag quickly regular, special de"},{"l_partkey":198707,"l_suppkey":6265,"l_linenumber":2,"l_quantity":35.00,"l_extendedprice":63199.50,"l_discount":0.06,"l_tax":0.05,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-08-12","l_commitdate":"1996-09-24","l_receiptdate":"1996-08-28","l_shipinstruct":"COLLECT COD","l_shipmode":"REG AIR","l_comment":" haggle furiously acr"},{"l_partkey":60989,"l_suppkey":6002,"l_linenumber":3,"l_quantity":12.00,"l_extendedprice":23399.76,"l_discount":0.05,"l_tax":0.00,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-09-28","l_commitdate":"1996-08-07","l_receiptdate":"1996-10-24","l_shipinstruct":"NONE","l_shipmode":"TRUCK","l_comment":"the, final dependencies sleep. f"},{"l_partkey":31696,"l_suppkey":1697,"l_linenumber":4,"l_quantity":33.00,"l_extendedprice":53713.77,"l_discount":0.07,"l_tax":0.06,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-08-16","l_commitdate":"1996-09-16","l_receiptdate":"1996-08-30","l_shipinstruct":"NONE","l_shipmode":"SHIP","l_comment":"ites use across the fluffily regula"}]'
4,'AFRICA',1192231,'O',143971.54,'1996-06-03','1-URGENT','Clerk#000000978',0,'osits haggle carefully. carefully final grouches are. blithely si','[{"l_partkey":103367,"l_suppkey":3368,"l_linenumber":1,"l_quantity":29.00,"l_extendedprice":39740.44,"l_discount":0.01,"l_tax":0.07,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-06-06","l_commitdate":"1996-08-24","l_receiptdate":"1996-06-15","l_shipinstruct":"NONE","l_shipmode":"MAIL","l_comment":"across the blithe"},{"l_partkey":86763,"l_suppkey":1780,"l_linenumber":2,"l_quantity":9.00,"l_extendedprice":15747.84,"l_discount":0.01,"l_tax":0.05,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-09-25","l_commitdate":"1996-07-22","l_receiptdate":"1996-10-09","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"TRUCK","l_comment":"careful accounts. even ideas haggle aga"},{"l_partkey":10325,"l_suppkey":326,"l_linenumber":3,"l_quantity":15.00,"l_extendedprice":18529.80,"l_discount":0.04,"l_tax":0.03,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-09-25","l_commitdate":"1996-07-31","l_receiptdate":"1996-09-30","l_shipinstruct":"COLLECT COD","l_shipmode":"REG AIR","l_comment":" the furiously furious deposits wake fur"},{"l_partkey":117347,"l_suppkey":4881,"l_linenumber":4,"l_quantity":2.00,"l_extendedprice":2728.68,"l_discount":0.08,"l_tax":0.04,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-07-10","l_commitdate":"1996-07-24","l_receiptdate":"1996-07-12","l_shipinstruct":"NONE","l_shipmode":"MAIL","l_comment":"osits. fluffily regular courts sle"},{"l_partkey":43478,"l_suppkey":8487,"l_linenumber":5,"l_quantity":26.00,"l_extendedprice":36958.22,"l_discount":0.01,"l_tax":0.03,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-06-19","l_commitdate":"1996-08-18","l_receiptdate":"1996-06-23","l_shipinstruct":"NONE","l_shipmode":"TRUCK","l_comment":"fully regular instructions"},{"l_partkey":120368,"l_suppkey":369,"l_linenumber":6,"l_quantity":19.00,"l_extendedprice":26378.84,"l_discount":0.02,"l_tax":0.04,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-07-14","l_commitdate":"1996-08-12","l_receiptdate":"1996-07-16","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"AIR","l_comment":"bold packages haggle furiously against th"}]'
4,'AFRICA',1944711,'P',104934.65,'1995-05-06','1-URGENT','Clerk#000000580',0,'deas wake. slyly silent packa','[{"l_partkey":66583,"l_suppkey":4102,"l_linenumber":1,"l_quantity":37.00,"l_extendedprice":57334.46,"l_discount":0.03,"l_tax":0.00,"l_returnflag":"R","l_linestatus":"F","l_shipdate":"1995-05-15","l_commitdate":"1995-07-29","l_receiptdate":"1995-05-20","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"MAIL","l_comment":"ular forges. slyly ev"},{"l_partkey":48820,"l_suppkey":3829,"l_linenumber":2,"l_quantity":15.00,"l_extendedprice":26532.30,"l_discount":0.03,"l_tax":0.02,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1995-08-06","l_commitdate":"1995-06-20","l_receiptdate":"1995-09-04","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"MAIL","l_comment":"into beans according to the slyl"},{"l_partkey":103892,"l_suppkey":8913,"l_linenumber":3,"l_quantity":13.00,"l_extendedprice":24646.57,"l_discount":0.10,"l_tax":0.04,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1995-07-16","l_commitdate":"1995-06-28","l_receiptdate":"1995-07-31","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"MAIL","l_comment":", final instructions."}]'
4,'AFRICA',1226497,'F',88317.19,'1993-10-04','1-URGENT','Clerk#000000154',0,'al theodolites. quickly ruthless accounts lose blithely furiously re','[{"l_partkey":101559,"l_suppkey":4070,"l_linenumber":1,"l_quantity":32.00,"l_extendedprice":49937.60,"l_discount":0.08,"l_tax":0.06,"l_returnflag":"R","l_linestatus":"F","l_shipdate":"1993-11-02","l_commitdate":"1993-12-04","l_receiptdate":"1993-11-22","l_shipinstruct":"NONE","l_shipmode":"MAIL","l_comment":". final, unusual deposits cajole slowly. i"},{"l_partkey":98547,"l_suppkey":6075,"l_linenumber":2,"l_quantity":27.00,"l_extendedprice":41729.58,"l_discount":0.06,"l_tax":0.01,"l_returnflag":"R","l_linestatus":"F","l_shipdate":"1994-01-09","l_commitdate":"1993-12-10","l_receiptdate":"1994-01-15","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"RAIL","l_comment":"e quickly along th"}]'
2,'AFRICA',1763205,'F',16495.33,'1994-08-28','1-URGENT','Clerk#000000450',0,'ven requests. blithely express excuses nag or','[{"l_partkey":12629,"l_suppkey":5131,"l_linenumber":1,"l_quantity":10.00,"l_extendedprice":15416.20,"l_discount":0.00,"l_tax":0.07,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1994-10-30","l_commitdate":"1994-10-24","l_receiptdate":"1994-11-23","l_shipinstruct":"NONE","l_shipmode":"REG AIR","l_comment":". fluffily regular packages "}]'
2,'AFRICA',1374019,'F',167016.61,'1992-04-05','1-URGENT','Clerk#000000440',0,'lithe packages. acco','[{"l_partkey":45052,"l_suppkey":7557,"l_linenumber":1,"l_quantity":39.00,"l_extendedprice":38884.95,"l_discount":0.07,"l_tax":0.00,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-05-01","l_commitdate":"1992-05-20","l_receiptdate":"1992-05-25","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"TRUCK","l_comment":"special, special deposits among the f"},{"l_partkey":178552,"l_suppkey":1070,"l_linenumber":2,"l_quantity":1.00,"l_extendedprice":1630.55,"l_discount":0.10,"l_tax":0.00,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-06-21","l_commitdate":"1992-05-26","l_receiptdate":"1992-07-18","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"AIR","l_comment":"en theodolites. furiously unus"},{"l_partkey":111572,"l_suppkey":6595,"l_linenumber":3,"l_quantity":13.00,"l_extendedprice":20586.41,"l_discount":0.07,"l_tax":0.01,"l_returnflag":"R","l_linestatus":"F","l_shipdate":"1992-05-10","l_commitdate":"1992-06-25","l_receiptdate":"1992-05-30","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"SHIP","l_comment":"furiously ac"},{"l_partkey":182631,"l_suppkey":7668,"l_linenumber":4,"l_quantity":42.00,"l_extendedprice":71972.46,"l_discount":0.09,"l_tax":0.01,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-07-06","l_commitdate":"1992-06-28","l_receiptdate":"1992-08-05","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"TRUCK","l_comment":"deposits sleep across the ironic deposits"},{"l_partkey":62432,"l_suppkey":9951,"l_linenumber":5,"l_quantity":33.00,"l_extendedprice":46016.19,"l_discount":0.10,"l_tax":0.06,"l_returnflag":"A","l_linestatus":"F","l_shipdate":"1992-05-20","l_commitdate":"1992-06-03","l_receiptdate":"1992-05-25","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"TRUCK","l_comment":"e slyly even instructions. furiously i"}]'
2,'AFRICA',1842406,'O',174291.41,'1996-08-05','1-URGENT','Clerk#000000521',0,'s. excuses lose. pen','[{"l_partkey":84138,"l_suppkey":6647,"l_linenumber":1,"l_quantity":13.00,"l_extendedprice":14587.69,"l_discount":0.01,"l_tax":0.04,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-11-30","l_commitdate":"1996-10-15","l_receiptdate":"1996-12-01","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"SHIP","l_comment":"idle, bold requests wake fluff"},{"l_partkey":105207,"l_suppkey":2738,"l_linenumber":2,"l_quantity":6.00,"l_extendedprice":7273.20,"l_discount":0.00,"l_tax":0.02,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-09-05","l_commitdate":"1996-09-24","l_receiptdate":"1996-09-11","l_shipinstruct":"NONE","l_shipmode":"REG AIR","l_comment":"le blithely: express, bold accounts sl"},{"l_partkey":10233,"l_suppkey":7737,"l_linenumber":3,"l_quantity":7.00,"l_extendedprice":8002.61,"l_discount":0.07,"l_tax":0.01,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-10-23","l_commitdate":"1996-11-01","l_receiptdate":"1996-11-14","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"REG AIR","l_comment":"lyly. regular ideas a"},{"l_partkey":177150,"l_suppkey":2185,"l_linenumber":4,"l_quantity":48.00,"l_extendedprice":58903.20,"l_discount":0.01,"l_tax":0.07,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-08-17","l_commitdate":"1996-09-07","l_receiptdate":"1996-08-28","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"TRUCK","l_comment":"ms haggle according to the un"},{"l_partkey":159230,"l_suppkey":1746,"l_linenumber":5,"l_quantity":40.00,"l_extendedprice":51569.20,"l_discount":0.05,"l_tax":0.06,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-09-13","l_commitdate":"1996-10-20","l_receiptdate":"1996-10-02","l_shipinstruct":"TAKE BACK RETURN","l_shipmode":"RAIL","l_comment":"s haggle. express, regular packages amon"},{"l_partkey":166502,"l_suppkey":1535,"l_linenumber":6,"l_quantity":19.00,"l_extendedprice":29801.50,"l_discount":0.05,"l_tax":0.06,"l_returnflag":"N","l_linestatus":"O","l_shipdate":"1996-10-17","l_commitdate":"1996-10-08","l_receiptdate":"1996-11-09","l_shipinstruct":"DELIVER IN PERSON","l_shipmode":"REG AIR","l_comment":"onic theodolites integrate among the furio"}]'
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---- TYPES
BIGINT, STRING, BIGINT, STRING, DECIMAL, STRING, STRING, STRING, INT, STRING, STRING
====
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