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MANAPPS
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ETL Benchmarks
Version corrigée V 1.1
Comparing
� DATASTAGE SERVER 7.5
� DATASTAGE PX 7.5
� TALEND OPEN STUDIO 2.4.1
� INFORMATICA 8.1.1
� PENTAHO DATA INTEGRATOR 3.0.0
info@manapps.tm.fr
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Table of Contents
You are free: .................................................................................................................................... 2
Under the following conditions: ...................................................................................................... 2
Table of Contents .................................................................................................................................... 3
General comments .................................................................................................................................. 5
Hardware Configuration .......................................................................................................................... 6
Test 1: File Input Delimited > File Output Delimited ............................................................................... 7
Scenario: .............................................................................................................................................. 7
Test results: ....................................................................................................................................... 13
Test 2: File Input Delimited > Table MySQL Output .............................................................................. 14
Scenario: ............................................................................................................................................ 14
Test results: ....................................................................................................................................... 17
Test 3: Table Oracle Input > File Output Delimited ............................................................................... 17
Scenario: ............................................................................................................................................ 17
Test results: ....................................................................................................................................... 24
Test 4: File Input Delimited > Table Output Oracle BULK ..................................................................... 25
Scenario: ............................................................................................................................................ 25
Test results: ....................................................................................................................................... 31
Test 5: File Input Delimited > Transform > File Output Delimited ........................................................ 32
Scenario: ............................................................................................................................................ 32
Tests result: ....................................................................................................................................... 44
Test 6: Table Input Oracle > Aggregation > Table Output Oracle (ELT) ................................................ 45
Scenario: ............................................................................................................................................ 45
Test results: ....................................................................................................................................... 51
Test 7: Tables Input Oracle > Transformation > Tables Output Oracle (ELT) ........................................ 52
Scenario: ............................................................................................................................................ 52
Test results: ....................................................................................................................................... 58
Test 8: File Input Delimited > Sort > File Output Delimited .................................................................. 59
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Scenario: ............................................................................................................................................ 59
Tests result: ....................................................................................................................................... 65
Test 9: File Input Delimited > Aggregate > File Output Delimited ........................................................ 69
Scenario: ............................................................................................................................................ 69
Tests result: ....................................................................................................................................... 76
Test 10: File Input Delimited > Lookup > File Output Delimited ........................................................... 79
Scenario: ............................................................................................................................................ 79
Tests result: ....................................................................................................................................... 91
Test 11: File Input Delimited > Lookup > File Output Delimited && rejects ......................................... 95
Scenario: ............................................................................................................................................ 95
Tests result: ..................................................................................................................................... 108
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General comments
This document constitutes Version 1.1 of the ETL Benchmark, as version 1.0 showed inaccurate
tests results for the PowerCenter solution powered by Informatica, as our tests were carried out
with inadequate settings for this product.
An expert from Informatica suggested adapted settings, and the same tests were run again on the
same environment, in order to preserve the benchmarking basis between all compared ETL tools.
Use of the correct settings on the Informatica PowerCenter solution greatly improve the results
obtained by this solution on the same ETL benchmark tests, as detailed in this corrected version of
our benchmark.
This Version 1.1 of the benchmark thus includes the updated results and comparison between all
tested tools, and Annexe1 details the changes in the use of the Informatica software.
We are open to comments from all tested editors, but also to other
publishers, and are ready to give access to our testing conditions in order to
allow them to verify the results obtained by their products and to suggest
applicable best practices.
For the tests with DataStage PX, we used 2 nodes to take advantage of the dual cores and of the
parallelization feature of the tool.
Results:
Even if it is difficult to give results for this kind of benchmark, and we think that each test is different,
some people ask us to give a global synthesis of those tests.
� Global performance: As requested by some people after the issue of version 1.0 of this ETL
Benchmark, we have assigned, for each test, a specific number of points to the tested
solutions (5 points to the best, 4 to the second…1 to the fifth). According to this scenario,
results are as follows:
o First: Informatica 8.1.1 (353 points)
o Second: Talend Open Studio 2.4.1 (333 points)
o Third: IBM Datastage PX 7.5 (239 points)
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o Fourth: IBM Dataserver 7.5 (199 points)
o Fifth: Pentaho Data Integration 3.0.0 (148 points)
Below are the detailed results:
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
� Open Source ETL & Parallelization: Pentaho Data Integrator claims the first position here. It is
easier to parallelize with PDI. We did however fine some issues with the way the tool lets you
to parallelize all the components, but some results are inconsistent.
Hardware Configuration
� OS: Windows XP Pro SP2
� CPU: Intel Core2 Duo 2 GHz
� JVM 1.6.0_87
� RAM: 4 Go
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Test 1: File Input Delimited > File Output Delimited
Scenario:
Reading X lines from a file input delimited and writing in a file output delimited.
File input delimited extract:
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TALEND OPEN STUDIO
Job name: file_input_delimited__file_output_delimited
Job
Schema of file_input_delimited
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PENTAHO DATA INTEGRATION
Job name: file_input_delimited__file_output_delimited
Job
Schema of file_input_delimited
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DATASTAGE SERVER
Job name: file_input_delimited__file_output_delimited
Job
Schema of file_input_delimited
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DATASTAGE PX
Job name: PX_file_input_delimited__file_output_delimited
Job
Schema of file_input_delimited
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INFORMATICA
Job name: file_input_delimited__file_output_delimited
Job
Schema of file_input_delimited
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Test results:
Test 1: File Input Delimited > File Output Delimited
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 2 2 3,4 2
1 000 000 1,99 0,51 1,54 0,9
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5 000 000 2,14 0,32 1,02 0,46
20 000 000 2,58 0,41 0,93 0,47
Test 2: File Input Delimited > Table MySQL Output
Scenario:
Reading X lines from a file input delimited and writing into a table output MySQL.
Comments:
DataStage 7.5, DataStage PX 7.5 and Informatica 8.1.1 are not tested for this use case. To
begin, the test has been done with default parameters. To optimize the performances, the commit
parameter has been learned. To finish, the job has been parallelize. To parallelize with TOS 2.4.1, we
just have to cut through our file input delimited (With the header and the limit parameters) and
parallelize two sub-jobs. With PDI 3.0.0, we just have to increment the number of copy.
TOS 2.4.1 permits to use the extended insert, which is a MySQL feature. This feature limits
the number of database accesses and increases the performances. With this feature, TOS 2.4.1 is 6
times faster.
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TALEND OPEN STUDIO
Job name: file_input_delimited__table_output_mysql
Job (Multi-Thread Execution checked on Job Settings)
Schema of file_input_delimited
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PENTAHO DATA INTEGRATION
Job name: file_input_delimited__table_output_mysql
Job
Schema of file_input_delimited
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Test results:
Test 2: File Input Delimited > Table MySQL Output
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 TOS 2.4.1 Extended Insert
ratio compared with TOS 2.4.1
100 000 0,98 0,18
1 000 000 1,05 0,17
5 000 000 1,15 0,18
Test 3: Table Oracle Input > File Output Delimited
Scenario:
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Reading X lines from a table output Oracle and writing into a file output delimited.
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TALEND OPEN STUDIO
Job name: table_input_oracle__file_output_delimited
Job
Schema of table_input_oracle
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PENTAHO DATA INTEGRATION
Job name: table_input_oracle__file_output_delimited
Job
SCHEMA VIEWER NOT POSSIBLE
Schema of table_input_oracle
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DATASTAGE SERVER
Job name: table_input_oracle__file_output_delimited
Job
Schema of table_input_oracle
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DATASTAGE PX
Job name: PX_table_input_oracle__file_output_delimited
Job
Schema of table_input_oracle
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INFORMATICA
Job name: table_input_oracle__file_output_delimited
Job
Schema of table_input_oracle
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Test results:
Test 3: Table Oracle Input > File Output Delimited
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 2,12 1,78 1,78 2
500 000 3,39 1,76 1,28 0,95
1 000 000 2,62 1,33 1,05 0,63
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Test 4: File Input Delimited > Table Output Oracle BULK
Scenario:
Reading X lines from a file input delimited and writing into a table output Oracle BULK.
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TALEND OPEN STUDIO
Job name: file_input_delimited__table_output_oracle_bulk
Job
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PENTAHO DATA INTEGRATION
Job name: file_input_delimited__table_output_oracle_bulk
Job
Schema of file_input_delimited
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DATASTAGE SERVER
Job name: file_input_delimited__table_output_oracle_bulk
Job
Schema of file_input_delimited
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DATASTAGE PX
Job name: PX_file_input_delimited__table_output_oracle_bulk
Job
Schema of file_input_delimited
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INFORMATICA
Job name: file_input_delimited__table_output_oracle_bulk
Job
Schema of file_input_delimited
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Test results:
Test 4: File Input Delimited > Table Output Oracle BULK
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 0,6 0,69 1,38 0,92
1 000 000 1,38 0,81 1,22 0,31
2 000 000 1,46 0,8 1,11 0,22
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Test 5: File Input Delimited > Transform > File Output Delimited
Scenario:
Reading X lines from a file input delimited and writing in a file output delimited after some
changes.
Changes list:
• The field `rate` content is multiplied by 100.
• The new field `name` is a concatenation (`firstname`+ « » +`lastname`).
• The fields `address` content is converted to uppercase.
Comments:
Pentaho Data Integration hasn’t any graphic component to transform data. Thus, we have to
use a custom code component. The used language is JavaScript. The four others ETL got a
transformer to do this. Talend Open Studio got a custom code too, named tJavaRow or tPerlRow.
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TALEND OPEN STUDIO
Job name: file_input_delimited__transformation__file_output_delimited
Job
Schema of file_input_delimited
Schema of file_output_delimited
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tMap
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PENTAHO DATA INTEGRATION
Job name: file_input_delimited__transformation__file_output_delimited
Job
Schema of file_input_delimited
Schema of file_output_delimited
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JavaScript Custom Code
Select Values
Select Values
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DATASTAGE SERVER
Job name: file_input_delimited__transformation__file_output_delimited
Job
Schema of file_input_delimited
Schema of file_output_delimited
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Transformer
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DATASTAGE PX
Job name: PX_file_input_delimited__transformation__file_output_delimited
Job
Schema of file_input_delimited
Schema of file_output_delimited
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Transformer
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INFORMATICA
Job name: file_input_delimited__transformation__file_output_delimited
Job
Schema of file_input_delimited
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Schema of file_output_delimited
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Mapping
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Tests result:
Test 5: File Input Delimited > Transform > File Output Delimited
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 4,07 1,54 3,65 2,3
1 000 000 6 1,18 1,33 0,7
5 000 000 6,02 1,3 0,95 0,39
20 000 000 6,16 0,97 0,84 0,4
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Test 6: Table Input Oracle > Aggregation > Table Output Oracle (ELT)
Scenario:
Reading X lines from tables input Oracle and writing into another tables output Oracle (ELT
Mod).
Comments:
Only Talend Open Studio permits to use an ELT mod. Informatica got the Push Down
Optimization, but I didn’t find this feature on the tool.
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TALEND OPEN STUDIO
Job names: ELT__table_input_oracle__aggregate_group_by_age_count__table_output_oracle
Job (ELT)
Schema of table_input_oracle
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PENTAHO DATA INTEGRATION
Job name: table_input_oracle__aggregate_group_by_age_count__table_output_oracle
Job
SCHEMA VIEWER NOT POSSIBLE
Schema of table_input_oracle
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DATASTAGE SERVER
Job name: table_input_oracle__aggregate_group_by_age_count__table_output_oracle
Job
Schema of table_input_oracle
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DATASTAGE PX
Job name: PX_table_input_oracle__aggregate_group_by_age_count__table_output_oracle
Job
Schema of table_input_oracle
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INFORMATICA
Job name: table_input_oracle__aggregate_group_by_age_count__table_output_oracle
Job
Schema of table_input_oracle
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Test results:
Test 6: Table Input Oracle > Aggregation > Table Output Oracle (ELT)
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 3,44 1,94 6,45 3,22
500 000 15,9 5,71 8,57 2,14
1 000 000 28,28 8,09 10,36 2,36
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Test 7: Tables Input Oracle > Transformation > Tables Output Oracle (ELT)
Scenario:
Reading X lines from tables input Oracle and writing into another tables output Oracle (ELT
Mod) after some changes.
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TALEND OPEN STUDIO
Job name: table_input_oracle__elt__table_output_oracle
Job (ELT)
Schema of table_lookup_oracle
Schema of table_input_oracle
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PENTAHO DATA INTEGRATION
Job name: table_input_oracle__elt__table_output_oracle
Job
SCHEMA VIEWER NOT POSSIBLE
Schema of table_lookup_oracle
SCHEMA VIEWER NOT POSSIBLE
Schema of table_input_oracle
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DATASTAGE SERVER
Job name: table_input_oracle__elt__table_output_oracle
Job
Schema of table_lookup_oracle
Schema of table_input_oracle
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DATASTAGE PX
Job name: PX_table_input_oracle__elt__table_output_oracle
Job
Schema of table_lookup_oracle
Schema of table_input_oracle
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INFORMATICA
Job name: table_input_oracle__elt__table_output_oracle
Job
Schema of table_lookup_oracle
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Schema of table_input_oracle
Test results:
Test 7: Tables Input Oracle > Transformation > Tables Output Oracle (ELT)
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 6,4 2,12 2,5 0,83
500 000 8,67 2,79 1,31 0,39
1 000 000 7,26 2,2 0,9 0,27
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Test 8: File Input Delimited > Sort > File Output Delimited
Scenario:
Reading X lines from a file input delimited and writing in a file input delimited sorted.
Sorts list:
• Order by the integer field `age` ASC.
• Order by the string field `firstname` ASC.
• Order by the fields `age` and `firstname` ASC.
Comments:
With the version used, I can’t do sort in memory with Pentaho Data Integrator. But the
feature is present on latest version.
On Talend Open Studio, with a large volume (5 000 000 and 20 000 000), we have to use the
component tExternalSort which use GNU sort, a sort software.
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TALEND OPEN STUDIO
Job names:
• file_input_delimited__sort_on_age__file_output_delimited
• file_input_delimited__sort_on_firstname__file_output_delimited
• file_input_delimited__sort_on_firstname_and_age__file_output_delimited
Job
Schema of file_input_delimited
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PENTAHO DATA INTEGRATION
Job names:
• file_input_delimited__sort_on_age__file_output_delimited
• file_input_delimited__sort_on_firstname__file_output_delimited
• file_input_delimited__sort_on_firstname_and_age__file_output_delimited
Job
Schema of file_input_delimited
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DATASTAGE SERVER
Job names:
• file_input_delimited__sort_on_age__file_output_delimited
• file_input_delimited__sort_on_firstname__file_output_delimited
• file_input_delimited__sort_on_firstname_and_age__file_output_delimited
Job
Schema of file_input_delimited
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DATASTAGE PX
Job names:
• PX_file_input_delimited__sort_on_age__file_output_delimited
• PX_file_input_delimited__sort_on_firstname__file_output_delimited
• PX_file_input_delimited__sort_on_firstname_and_age__file_output_delimited
Job
Schema of file_input_delimited
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INFORMATICA
Job names:
• file_input_delimited__sort_on_age__file_output_delimited
• file_input_delimited__sort_on_firstname__file_output_delimited
• file_input_delimited__sort_on_firstname_and_age__file_output_delimited
Job
Schema of file_input_delimited
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Tests result:
Test 8: File Input Delimited > Sort > File Output Delimited
Sorted by Age
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 2,51 2,92 2,78 3,47
1 000 000 2,09 3,86 1,03 0,82
5 000 000 0,83 1,42 0,34 0,26
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20 000 000 0,66 +++ 0,48 0,2
Test 8: File Input Delimited > Sort > File Output Delimited
Sort By First Name
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 2,01 3,55 2,37 2,36
1 000 000 1,73 3,21 0,89 0,72
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 67
5 000 000 0,93 2,53 0,34 0,3
20 000 000 0,69 +++ 0,58 0,21
Test 8: File Input Delimited > Sort > File Output Delimited
Sort By First Age, Name
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 2,42 5,51 3,38 3,75
1 000 000 1,68 3,45 0,94 0,74
5 000 000 0,71 1,6 0,26 0,22
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 68
20 000 000 0,84 +++ 0,58 0,21
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 69
Test 9: File Input Delimited > Aggregate > File Output Delimited
Scenario:
Reading X lines from a file input delimited, achieving an aggregation and writing the
operations result in a file output delimited.
1 – Group by the field `age`; Operation: COUNT.
2 – Group by the field `age`; Operations: COUNT, SUM(rate), AVG(rate), MIN(rate),
MAX(rate).
3 – Group by the field `firstname`; Operations: COUNT.
Comments:
When the output flow is too big (aggregate by firstname with big volume here), we have to
use the tSortedAggregateRow on Talend Open Studio. This component sorts rows before the
aggregation. On this case, Pentaho Data Integrator failed.
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 70
TALEND OPEN STUDIO
Job names:
• file_input_delimited__aggregate_group_by_age_count__file_output_delimited
• file_input_delimited__aggregate_group_by_age_count_sum_avg_min_max__file_o
utput_delimited
• file_input_delimited__aggregate_group_by_firstname_count__file_output_delimit
ed
Job
Job using the tExternalSortRow component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 71
Schema of file_input_delimited
Schema of file_output_delimited
file_input_delimited__aggregate_group_by_age_count__file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 72
PENTAHO DATA INTEGRATION
Job names:
• file_input_delimited__aggregate_group_by_age_count__file_output_delimited
• file_input_delimited__aggregate_group_by_age_count_sum_avg_min_max__file_o
utput_delimited
• file_input_delimited__aggregate_group_by_firstname_count__file_output_delimit
ed
Job
Schema of file_input_delimited
Schema of file_output_delimited
file_input_delimited__aggregate_group_by_age_count__file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 73
DATASTAGE SERVER
Job names:
• file_input_delimited__aggregate_group_by_age_count__file_output_delimited
• file_input_delimited__aggregate_group_by_age_count_sum_avg_min_max__file_o
utput_delimited
• file_input_delimited__aggregate_group_by_firstname_count__file_output_delimit
ed
Job
Schema of file_input_delimited
Schema of file_output_delimited
file_input_delimited__aggregate_group_by_age_count__file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 74
DATASTAGE PX
Job names:
• PX_file_input_delimited__aggregate_group_by_age_count__file_output_delimited
• PX_file_input_delimited__aggregate_group_by_age_count_sum_avg_min_max__fi
le_output_delimited
• PX_file_input_delimited__aggregate_group_by_firstname_count__file_output_deli
mited
Job
Schema of file_input_delimited
Schema of file_output_delimited
file_input_delimited__aggregate_group_by_age_count__file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 75
INFORMATICA
Job names:
• file_input_delimited__aggregate_group_by_age_count__file_output_delimited
• file_input_delimited__aggregate_group_by_age_count_sum_avg_min_max__file_o
utput_delimited
• file_input_delimited__aggregate_group_by_firstname_count__file_output_delimit
ed
Job
Schema of file_input_delimited
Schema of file_output_delimited
file_input_delimited__aggregate_group_by_age_count__file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 76
Tests result:
Test 9: File Input Delimited > Aggregate > File Output Delimited
Group by age (count)
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 4,35 3,23 6,45 4,84
1 000 000 3,8 0,86 0,93 0,72
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 77
5 000 000 4,47 0,7 0,71 0,27
20 000 000 3,76 1,03 0,63 0,22
Test 9: File Input Delimited > Aggregate > File Output Delimited
Group by Age (Count, Sum(Rate), Avg(Rate), Min(Rate), Max(Rate))
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 3,1 2,38 13,39 2,38
1 000 000 3,39 1,48 2,06 0,8
5 000 000 3,68 1,33 0,89 0,31
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 78
20 000 000 3,06 1,32 1,91 0,27
Test 9: File Input Delimited > Aggregate > File Output Delimited
Group by FirstName (Count)
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 3,14 2,33 5,23 4,65
1 000 000 3,76 1,77 1,39 1,14
5 000 000 0,82 0,34 0,2 012
20 000 000 0,59 0,46 0,54 0,092
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 79
Test 10: File Input Delimited > Lookup > File Output Delimited
Scenario:
Reading X lines from a file input delimited, looking up to another file input delimited, for 4
fields using id_client column. Writing the jointure result into a file output delimited.
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 80
TALEND OPEN STUDIO
Job name: file_input_delimited__file_lookup_delimited__file_output_delimited
Job
Schema of file_input_delimited
Schema of file_lookup_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 81
Schema file_output_delimited
tMap Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 82
PENTAHO DATA INTEGRATION
Job name: file_input_delimited__file_lookup_delimited__file_output_delimited
Job
Schema of file_input_delimited
Schema of file_lookup_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 83
Schema of file_output_delimited
Mapping Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 84
DATASTAGE SERVER
Job name: file_input_delimited__file_lookup_delimited__file_output_delimited
Job
Schema of file_input_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 85
Schema of file_lookup_delimited
Schema file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 86
Transformer Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 87
DATASTAGE PX
Job name: PX_file_input_delimited__file_lookup_delimited__file_output_delimited
Job
Schema of file_input_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 88
Schema of file_lookup_delimited
Schema file_output_delimited
Transformer Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 89
INFORMATICA
Job name: file_input_delimited__file_lookup_delimited__file_output_delimited
Job
Schema of file_input_delimited
Schema of file_lookup_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 90
Schema file_output_delimited
Transformer Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 91
Tests result:
Test 10: File Input Delimited > Lookup > File Output Delimited
Lookup 100 000 rows ~7MB
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 2,86 3,45 3,45 3,44
1 000 000 3,35 1,66 1,91 1,72
5 000 000 3,05 1,15 1,39 1,11
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 92
20 000 000 2,67 1,28 1,13 1,07
Test 10: File Input Delimited > Lookup > File Output Delimited
Lookup 500 000 rows ~34MB
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 2,03 7,18 1,79 1,03
1 000 000 2,76 3,71 1,46 1,24
5 000 000 3,01 1,73 1,24 1,02
20 000 000 2,52 1,69 1,05 1,05
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 93
Test 10: File Input Delimited > Lookup > File Output Delimited
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 1,47 6,93 0,94 0,51
1 000 000 2,26 5,61 1,05 0,84
5 000 000 3,02 2,64 1,04 0,91
20 000 000 4,01 1,67 1,01 1,16
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 94
Test 10: File Input Delimited > Lookup > File Output Delimited
Lookup 5 000 000 rows ~365MB
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 Failed 6,53 0,42 0,19
1 000 000 Failed 5,89 0,43 0,2
5 000 000 Failed 2,49 0,28 0,21
20 000 000 Failed 1,75 0,24 0,25
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 95
Test 11: File Input Delimited > Lookup > File Output Delimited &&
rejects
Scenario:
Reading X lines from a file input delimited, looking up to another file input delimited, for 4
fields using id_client column. Writing the jointure result into a file output delimited and the output
rejects into another files output delimited.
1 – Filter rejects: `age` content < 18
2 – Filter rejects: `age` content < 18 and inner join reject
Comments:
Talend Open Studio and DataStage Server are the more ergonomic tools to manage the
expression filter rejects and inner join rejects (with the Transformer component (tMap on Talend
Open Studio)). For DataStage PX, Pentaho Data Integrator and Informatica, we have to use filter
components.
Talend Open Studio, Informatica and DataStage Server are the more ergonomic tools to
manage the expression filter rejects and inner join rejects. For DataStage PX, Pentaho and Data
Integrator, we have to use filter components.
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 96
TALEND OPEN STUDIO
Job name:
file_input_delimited__file_lookup_delimited__file_output_delimited__rejects_file_output_delimited
Job
Schema of file_input_delimited
Schema of file_lookup_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 97
Schema of file_output_delimited (age>=18)
Schema of file_output_delimited (age<18) = Schema of file_ output _delimited
tMap Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 98
PENTAHO DATA INTEGRATION
Job name:
file_input_delimited__file_lookup_delimited__file_output_delimited__rejects_file_output_delimited
Job
Schema of file_input_delimited
Schema of file_lookup_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 99
Schema of file_output_delimited
Schema of file_output_delimited (age<18) = Schema of file_ output _delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 100
Mapping Component
DATASTAGE SERVER
Job name:
file_input_delimited__file_lookup_delimited__file_output_delimited__rejects_file_output_delimited
Job
Schema of file_input_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 101
Schema file_lookup_delimited
Schema of file_output_delimited
Schema of file_output_delimited (age<18) = Schema of file_ output _delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 102
Transformer Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 103
DATASTAGE PX
Job name:
PX_file_input_delimited__file_lookup_delimited__file_output_delimited__rejects_file_output_delim
ited
Job
Schema of file_input_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 104
Schema file_lookup_delimited
Schema of file_output_delimited
Schema of file_output_delimited (age<18) = Schema of file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 105
Transformer Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 106
INFORMATICA
Job name:
file_input_delimited__file_lookup_delimited__file_output_delimited__rejects_file_output_delimited
Job
Schema of file_input_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 107
Schema file_lookup_delimited
Schema of file_output_delimited
Schema of file_output_delimited (age<18) = Schema of file_output_delimited
Transformer Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 108
Tests result:
Test 11: File Input Delimited > Lookup > File Output Delimited && rejects
Lookup 100 000 rows ~7MB + Filter 18 years
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 2,19 3,97 4,64 3,31
1 000 000 2,54 1,56 2,08 1,48
5 000 000 2,65 1,22 1,39 1,12
20 000 000 3 1,42 1,35 1,18
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 109
Test 11: File Input Delimited > Lookup > File Output Delimited && rejects
Lookup 500 000 rows ~34MB + Filter 18 years
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 1,83 6,71 1,76 1,17
1 000 000 2,21 3,66 1,54 1,08
5 000 000 2,51 1,76 1,38 1,05
20 000 000 2,77 1,54 1,39 1,13
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 110
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 111
Test 11: File Input Delimited > Lookup > File Output Delimited && rejects
Lookup 1 000 000 rows ~68MB + Filter 18 years
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 1,38 6,47 0,88 0,59
1 000 000 2,13 4,47 1,18 0,92
5 000 000 2,91 1,7 1,33 0,89
20 000 000 2,52 1,74 1,21 1,03
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 112
TALEND OPEN STUDIO
Job name:
file_input_delimited__file_lookup_delimited__file_output_delimited__rejects_and_innerjoin_rejects
_file_output_delimited
Job
Schema of file_input_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 113
Schema of file_lookup_delimited
Schema of file_output_delimited (age>=18)
Schema of file_output_delimited (age<18) = Schema of file_output_delimited
Schema of file_output_delimited (inner join rejects) = Schema of file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 114
tMap Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 115
PENTAHO DATA INTEGRATION
Job name:
file_input_delimited__file_lookup_delimited__file_output_delimited__rejects_and_innerjoin_rejects
_file_output_delimited
Job
Schema of file_input_delimited
Schema of file_lookup_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 116
Schema of file_output_delimited
Schema of file_output_delimited (age<18) = Schema of file_output_delimited
Schema of file_output_delimited (inner join rejects) = Schema of file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 117
Mapping Component
DATASTAGE SERVER
Job name:
file_input_delimited__file_lookup_delimited__file_output_delimited__rejects_and_innerjoin_rejects
_file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 118
Job
Schema of file_input_delimited
Schema of file_lookup_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 119
Schema file_output_delimited
Schema of file_output_delimited (age<18) = Schema of file_output_delimited
Schema of file_output_delimited (inner join rejects) = Schema of file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 120
Transformer Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 121
DATASTAGE PX
Job name:
PX_file_input_delimited__file_lookup_delimited__file_output_delimited__rejects_and_innerjoin_rej
ects_file_output_delimited
Job
Schema of file_input_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 122
Schema of file_lookup_delimited
Schema file_output_delimited
Schema of file_output_delimited (age<18) = Schema of file_output_delimited
Schema of file_output_delimited (inner join rejects) = Schema of file_output_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 123
Transformer Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 124
INFORMATICA
Job name:
file_input_delimited__file_lookup_delimited__file_output_delimited__rejects_and_innerjoin_rejects
_file_output_delimited
Job
Schema of file_input_delimited
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 125
Schema of file_lookup_delimited
Schema file_output_delimited
Schema of file_output_delimited (age<18) = Schema of file_output_delimited
Schema of file_output_delimited (inner join rejects) = Schema of file_output_delimited
Transformer Component
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 126
Test 12: file_input_delimited >_file_lookup_delimited >
file_output_delimited__rejects && innerjoin_rejects_file_output_delimited
Lookup 100 000 rows ~7MB
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 1,83 4,22 6,34 2,82
1 000 000 2,3 1,77 2,7 2,12
5 000 000 2,43 1,22 1,92 1,64
20 000 000 3,07 1,28 1,37 1,13
MANAPPS
V 1.1 2009/01 ETL Benchmarks
Pg 127
Test 12: file_input_delimited >_file_lookup_delimited >
file_output_delimited__rejects && innerjoin_rejects_file_output_delimited
Lookup 500 000 rows ~34MB
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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 1,75 6,73 6,73 1,2
1 000 000 2,21 4,06 1,83 1,26
5 000 000 2,38 2,08 1,45 1,09
20 000 000 2,65 1,57 1,24 1,05
MANAPPS
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Test 12: file_input_delimited >_file_lookup_delimited >
file_output_delimited__rejects && innerjoin_rejects_file_output_delimited
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 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
Statistics:
Number of lines TOS 2.4.1 PDI 3.0.0 DataStage 7.5 DataStage PX 7.5 Informatica 8.1.1
ratio compared with TOS 2.4.1
100 000 1,21 3,51 1,18 0,55
1 000 000 1,8 5,96 1,25 0,86
5 000 000 2,05 2,81 1,27 0,96
20 000 000 3,27 1,83 1,06 1,04
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Annex 1: Informatica settings and results
This annex presents the settings changes made by Informatica and limitations they have found
Comments and amendment done on the basic PowerCenter 8.1.1
installation:
*** Since the 'benchmark' machine is a tiny laptop with limited ressource (XP 32bit, Core2 Duo CPU
and 3,43 GB of RAM) we've done following change:
- Auto-Memory deactivation:
MaxMem at 0 in the Default Session Config
- High Availability storage deactivation:
EnableHAStorage at No for the 'Integration Service
- Metadata Manager and Reporting Service deactivation
*** Configuration amendments :
- Unix environment variable INFA_DEFAULT_DOMAIN added
- Custom variable FileRdrTreatNullCharAs on the Integration Service added (NULL character are
encountered in source data files)
*** Standard Oracle 10g (10.1.0.2.0) Database installation with:
sga_max_size=164MB
pga_aggregate_target=115MB
Comments and "best-practices" for the tests:
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
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- 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