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Last Updated: Aug 04, 2026

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IBM A2090-421 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Integration and Connectivity- Data sources and connectors
  • 1. Flat file and sequential file processing
    • 2. Database connectivity (ODBC, JDBC)
      Topic 2: Job Design and Development- Server jobs and parallel jobs design
      • 1. Transformer stage usage
        • 2. Stages and links configuration
          Topic 3: Performance Tuning and Optimization- Parallel processing optimization
          • 1. Partitioning and parallelism settings
            • 2. Job tuning techniques
              Topic 4: Administration and Troubleshooting- Monitoring and debugging jobs
              • 1. Job sequencing and control flow
                • 2. Logging and error handling
                  Topic 5: DataStage Architecture and Components- InfoSphere DataStage architecture overview
                  • 1. Parallel vs server job architecture
                    • 2. DataStage project structure and repositories

                      IBM Assessment: InfoSphere DataStage v8.5 Sample Questions:

                      1. Which condition is required to use the LastRowInGroup() function to determine a key break on a field?

                      A) The input data has to be sorted by the key field and DataStage must be able to detect that the data is sorted, for example, by the presence of a Sort stage.
                      B) The input data has to be sorted by the key field, but it is not required that DataStage be able to detect this. For example, the input data might be sorted before it is input to the job. (However, the job will abort at runtime if the data isn't sorted.)
                      C) The LastRowInGroup() function does not require the data to be either sorted or grouped by the key field. If necessary the LastRowInGroup() function will perform a sort.
                      D) The LastRowInGroup() function requires the data to be grouped by the key field, but the data does not have to be sorted.


                      2. A job is using the Load method in the DB2 and Oracle Enterprise stage for parallel loading into a single table. The job fails at runtime and you see there are new table rows added. What would explain this result? (Select two)

                      A) Commit size is smaller than source data.
                      B) Load operations are parallel.
                      C) Load operations are sequential.
                      D) Some partitions completed before failure.


                      3. A customer is complaining of poor performance from the job shown in the exhibit, which aggregates and joins on ZIP code. Currently all partitioning is set to "Auto" and sort/partition insertion is allowed.

                      What would give the best performance improvement for the job?

                      A) Hash partition and sort on ZIP code prior to the Copy stage and use entire partitioning on the output of the Aggregator stage.
                      B) Use same partitioning on all input links in the job; create the input data set by hash-partitioning its input on ZIP code.
                      C) Hash partition and sort on ZIP code on the input links to the Aggregator and Join stages.
                      D) Hash partition and sort on ZIP code prior to the Copy stage, and use same partitioning on the Aggregator and Join stages.


                      4. Click on the Exhibit button.

                      Which environment variable would provide this information?

                      A) APT_DEBUG_PARTITION
                      B) APT_PM_PLAYER_TIMING
                      C) APT_STATUS
                      D) APT_SHOW_COMPONENT_CALLS


                      5. Which three statements are true about File Sets? (Choose three.)

                      A) File sets always execute in parallel.
                      B) File sets have a proprietary data format which may change in future DataStage versions.
                      C) File sets are readable by external applications.
                      D) File sets are partitioned.
                      E) File sets are stored as header file and data files.


                      Solutions:

                      Question # 1
                      Answer: A
                      Question # 2
                      Answer: A,B
                      Question # 3
                      Answer: D
                      Question # 4
                      Answer: B
                      Question # 5
                      Answer: C,D,E

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