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Why Data Warehouse Architects Choose CoSort
Challenges:
Despite their parallel processing and "push down optimization" options, ETL tools
and the database engines they may rely on cannot perform the
largest transformations optimally, or without having an adverse impact on concurrent
operations. As a result, large sort, join, and aggregation jobs may run slowly,
and subsequent tasks like loading, analytics, or BI displays may run slowly
or require separate passes or products.
Solutions:
If you already use an ETL tool, IRI's CoSort
can help you run large jobs faster. If you do not, and you use flat files
primarily, consider what CoSort's SortCL
tool can do by itself, and in conjunction with IRI Fast Extract (FACT)
and your database loader if you have high volumes of data in Oracle and/or DB2.
You can directly speed sorting (and downstream joins,
aggregates, and loads) within Informatica or DataStage with CoSort's
unique plug-in sort transformations. CoSort also links with Kalido, ETI,
Software AG Natural, SAS, and IDS TeraStream.
You can also run CoSort's SortCL tool alongside your ETL tool, or consider
SortCL its own ETL tool for flat files. Using the metadata you have, you
can exploit SortCL's ability to perform, combine, and accelerate parallel
data transformations and operations
like:
• Sorts
• Joins
• Aggregates
• Lookups
• Perl-Compatible Regular Expressions
• Data-type and file-format conversions
• Field/column encryption and masking
• Detail, delta and summary reports
• Test data generation
You can call SortCL from the shell (as a batch executable or ETL tool command),
via API or Java GUI -- and flow data back and forth
through files, pipes, or procedures as needed.
If you use Meta Integration Model Bridge (MIMB) software or services from Meta Integration, you can automatically convert file and field-level metadata defined for popular ETL tools (like Informatica's .xml and DataStage .dsx repositories) into the equivalent SortCL data definition file (.ddf) format. This can save valuable time in building CoSort transform jobs.
See also:
FAQ > ETL
Accelerating Informatica (Sorts & Transforms)
Accelerating DataStage (Sorts & Transforms)
Solutions > Data Transformation
Solutions > Test Data/Files
Products > CoSort > SortCL
Products > Fast Extract (FACT) for Oracle
* Products > CoSort >
Metadata Converters
http://www.metaintegration.net/Partners/IRI.html |
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