o o o

o o TOS 2.4.1 PDI 3.0.0 IBM DS 7.5 IBM DS PX 7.5 INFA PWC 8.1.1 Test1 13 7 19 8 16 Test2 0 0 0 0 0 Test3 13 3 7 9 11 Test4 8 7 12 5 13 Test5 15 4 13 12 18 Test6 15 4 10 5 12 Test7 11 3 7 8 15 Test8 13 12 5 14 16 Test8.2 12 13 4 15 18 Test8.3 12 12 4 15 17 Test9 12 6 15 12 17 Test9.2 16 5 12 9 19 Test9.3 12 8 13 11 16 Test10 20 7 12 10 13 Test10.2 20 6 6 13 16 Test10.3 16 6 6 14 18 Test10.4 12 4 8 17 19 Test11 20 7 10 8 16 Test11.2 20 6 6 12 16 Test11.3 16 6 6 13 19 Test12 20 8 13 6 13 Test12.2 20 7 6 11 16 Test12.3 17 7 5 12 19 Total 333 148 199 239 353

Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 1,00 7,80 39,10 162,09 PDI 3.0.0 2,00 15,50 83,80 417,80 IBM DS 7.5 2,00 4,00 12,50 66,00 IBM DS PX 7.5 3,40 12,00 40,00 150,00 INFA PWC 8.1.1 2,00 7,00 18,00 74,00

Lines 100 000 1 000 000 5 000 000 TOS 2.4.1 15,26 144,50 731,78 PDI 3.0.0 14,90 151,80 843,90 TOS 2.4.1 with Extended Insert 2,60 25,00 129,00

Lines 100 000 500 000 1 000 000 TOS 2.4.1 2,25 6,26 14,25 PDI 3.0.0 4,78 21,20 37,40 IBM DS 7.5 4,00 11,00 19,00 IBM DS PX 7.5 4,00 8,00 15,00 INFA PWC 8.1.1 5 6 9

Lines 100 000 1 000 000 2 000 000 TOS 2.4.1 4,36 22,12 49,66 PDI 3.0.0 2,60 30,60 72,70 IBM DS 7.5 3,00 18,00 40,00 IBM DS PX 7.5 6,00 27,00 55,00 INFA PWC 8.1.1 4 7 11

Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 1,30 8,50 43,10 183,13 PDI 3.0.0 5,30 51,00 259,40 1126,10 IBM DS 7.5 2,00 10,00 56,00 178,00 IBM DS PX 7.5 4,75 11,33 41,00 155,00 INFA PWC 8.1.1 3,00 6,00 17,00 74,00

Lines 100 000 500 000 1 000 000 TOS 2.4.1 1,24 1,4 1,69 PDI 3.0.0 4,26 22,26 47,80 IBM DS 7.5 2,40 8,00 13,67 IBM DS PX 7.5 8,00 12,00 17,50 INFA PWC 8.1.1 4 3 4

Lines 100 000 500 000 1 000 000 TOS 2.4.1 5,99 23,26 52,72 PDI 3.0.0 38,35 201,60 382,60 IBM DS 7.5 12,70 65,00 116,00 IBM DS PX 7.5 15,00 30,50 47,50 INFA PWC 8.1.1 5 9 14

Sorted by age Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 1,44 15,73 188,21 1016,03 PDI 3.0.0 3,63 32,85 155,95 668,20 IBM DS 7.5 4,20 60,70 267,70 IBM DS PX 7.5 4,00 16,25 64,50 492,67 INFA PWC 8.1.1 5,00 13,00 50,00 201,00

Sorted by firstname Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 1,69 18,05 168,46 1071,20 PDI 3.0.0 3,40 31,20 157,15 739,20 IBM DS 7.5 6,00 58,00 426,00 IBM DS PX 7.5 4,00 16,00 57,00 624,00 INFA PWC 8.1.1 4,00 13,00 51,00 223,00

Sorted by age & firstname Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 1,33 17,40 225,03 1007,00 PDI 3.0.0 3,22 29,27 159,10 842,20 IBM DS 7.5 7,33 60,00 360,00 IBM DS PX 7.5 4,50 16,33 59,00 582,50 INFA PWC 8.1.1 5,00 13,00 49,00 211,00

Group by Age (Count) Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 0,62 6,99 30,05 124,16 PDI 3.0.0 2,70 26,53 134,30 466,50 IBM DS 7.5 2,00 6,00 21,00 128,00 IBM DS PX 7.5 4,00 6,50 21,33 78,00 INFA PWC 8.1.1 3,00 5,00 8,00 27,00

Group by Age (Count, Sum(Rate), Avg(Rate), Min(Rate), Max(Rate)) Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 0,84 7,44 37,61 139,12 PDI 3.0.0 2,60 25,20 138,30 426,00 IBM DS 7.5 2,00 11,00 50,00 184,00 IBM DS PX 7.5 11,25 15,33 33,50 254,33 INFA PWC 8.1.1 2,00 6,00 12,00 38,00

Group by FirstName (Count) Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 0,86 7,89 198,79 928,08 PDI 3.0.0 2,70 29,70 162,30 544,00 IBM DS 7.5 2,00 14,00 68,00 424,00 IBM DS PX 7.5 4,50 11,00 40,00 505,00 INFA PWC 8.1.1 4 9 23 85

Lookup 100 000 rows ~7MB Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 1,45 6,39 28,72 108,37 PDI 3.0.0 4,14 21,40 87,60 288,90 IBM DS 7.5 5,00 10,60 33,00 139,00 IBM DS PX 7.5 5,00 12,20 40,00 122,00 INFA PWC 8.1.1 5,00 11,00 32,00 116,00

Lookup 500 000 rows ~34MB Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 3,9 8,89 32,36 115,67 PDI 3.0.0 7,90 24,50 97,40 291,10 IBM DS 7.5 28,00 33,00 56,00 195,00 IBM DS PX 7.5 7,00 13,00 40,00 122,00 INFA PWC 8.1.1 4,00 11,00 33,00 122,00

Lookup 1 000 000 rows ~68MB Lookup 1 000 000 rows ~68MB Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 9,86 14,26 38,6 121,44 PDI 3.0.0 14,50 32,20 116,60 487,25 IBM DS 7.5 68,30 80,00 102,00 203,00 IBM DS PX 7.5 9,25 15,00 40,00 123,00 INFA PWC 8.1.1 5,00 12,00 35,00 142,00

Lookup 5 000 000 rows ~365MB Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 56,51 69,1 199,26 557,1 PDI 3.0.0 IBM DS 7.5 369,00 407,00 496,00 973,00 IBM DS PX 7.5 24,00 30,00 55,00 134,00 INFA PWC 8.1.1 11,00 14,00 42,00 141,00

Lookup 100 000 rows ~7MB Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 1,51 6,74 29,55 101,65 PDI 3.0.0 3,30 17,10 78,40 305,00 IBM DS 7.5 6,00 10,50 36,00 144,00 IBM DS PX 7.5 7,00 14,00 41,00 137,00 INFA PWC 8.1.1 5,00 10,00 33,00 120,00

Lookup 500 000 rows ~34MB Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 4,26 9,28 32,44 111,98 PDI 3.0.0 7,80 20,50 81,50 310,00 IBM DS 7.5 28,60 34,00 57,00 173,00 IBM DS PX 7.5 7,50 14,25 44,67 155,20 INFA PWC 8.1.1 5,00 10,00 34,00 126,00

Lookup 1 000 000 rows ~68MB Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 10,2 15,22 38,31 126,63 PDI 3.0.0 14,10 32,35 111,35 319,05 IBM DS 7.5 66,00 68,00 95,00 220,00 IBM DS PX 7.5 9,00 18,00 51,00 153,33 INFA PWC 8.1.1 6,00 14,00 34,00 130,00

Lookup 100 000 rows ~7MB Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 1,42 5,65 24,63 106,78 PDI 3.0.0 2,60 13,00 59,80 327,60 IBM DS 7.5 6,00 10,00 30,00 137,00 IBM DS PX 7.5 9,00 15,25 47,33 146,00 INFA PWC 8.1.1 4,00 12,00 33,00 121,00

Lookup 500 000 rows ~34MB Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 4,16 8,74 30,34 120,53 PDI 3.0.0 7,26 19,30 72,25 319,60 IBM DS 7.5 28,00 35,50 63,00 189,50 IBM DS PX 7.5 11,00 16,00 44,00 150,00 INFA PWC 8.1.1 5 11 33 127

Lookup 1 000 000 rows ~68MB Lines 100 000 1 000 000 5 000 000 20 000 000 TOS 2.4.1 10,98 15,18 38,49 126,57 PDI 3.0.0 13,30 27,35 79,00 413,45 IBM DS 7.5 38,49 90,40 108,00 231,00 IBM DS PX 7.5 13,00 19,00 49,00 134,00 INFA PWC 8.1.1 6 13 37 131

Test 1: File Input Delimited > File Output Delimited - dynamic partitioning at 2 with more than 5 millions rows This is a Disk Bounded test Test 2: File Input Delimited > Table MySQL Output Not Applicable Test 3: Table Oracle Input > File Output Delimited - no partitioning as it's too small in volume and short in time Test 4: File Input Delimited > Table Output Oracle BULK

- commit size at 100000 - dynamic partitioning at 2 with 2 millions rows This is a Disk Bounded test Test 5: File Input Delimited > Transform > File Output Delimited - function "CONCAT(CONCAT(firstname,' '),lastname)" is replaced by "firstname ' ' lastname" - dynamic partitioning at 2 with more than 5 millions rows This is a Disk Bounded test Test 6: Table Input Oracle > Aggregation > Table Output Oracle (ELT) - no partitioning as it's too small in volume and short in time Oracle database is not 'tuned' for ELT mode Test 7: Tables Input Oracle > Transformation > Tables Output Oracle (ELT) - commit size at 50000 - no partitioning as it's too small in volume and short in time Oracle database is not 'tuned' for ELT mode Test 8: File Input Delimited > Sort > File Output Delimited - sorter memory adjustment This is a memory limited test at 20 millions rows (2 pass sort are required) and also disk limited sometime Test 9: File Input Delimited > Aggregate > File Output Delimited - dynamic partitioning at 2 with more than 5 millions rows in source - aggregator memory adjustment This is a CPU bounded test Test 10: File Input Delimited > Lookup > File Output Delimited - dynamic partitioning at 2 with more than 5 millions rows in source or lookup - lookup memory adjustment - lookup in the flow with hash partitioning point This is a CPU bounded test Test 11: File Input Delimited > Lookup > File Output Delimited && rejects - use of router in place of filters - dynamic partitioning at 2 with more than 5 millions rows in source - lookup memory adjustment - lookup in the flow with hash partitioning point This is a CPU bounded test Test 12: file_input_delimited >_file_lookup_delimited > file_output_delimited rejects && innerjoin_rejects_file_output_delimited - use of router in place of filters - dynamic partitioning at 2 with more than 5 millions rows in source - lookup memory adjustment - lookup in the flow with hash partitioning point This is a CPU bounded test