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| Section | Objectives |
|---|---|
| Topic 1: Data Integration and Transformation | - Data transformation logic - Data extraction and loading techniques - Lookup and join strategies |
| Topic 2: Performance Tuning and Optimization | - Memory and partitioning strategies - Parallel job tuning |
| Topic 3: Job Design and Development | - Data flow design principles - Stages and transformers - Job types (parallel, server, sequence) |
| Topic 4: DataStage Architecture and Concepts | - Parallel processing architecture - Project and environment structure - InfoSphere DataStage components |
| Topic 5: Administration and Deployment | - Job scheduling and monitoring - Security and user management |
1. A 100MB input dataset has even distribution across 400 unique key values. When you run with a 4-node configuration file, which two changes could improve sort performance in this scenario? (Choose two.)
A) Alter the Sort stage properties to perform a stable sort.
B) Set $APT_TSORT_STRESS_BLOCKSIZE to 50M
C) Specify "Restrict Memory Usage" to 60MB on the Sort stage properties.
D) Convert all numeric fields to varchars.
E) Specify Round Robin partitioning on the input link to the Sort stage.
2. In the Slowly Changing Dimension stage, a dimension columns Purpose code property can trigger which two actions. (Choose two.)
A) Update fact table keys.
B) Update the dimension table.
C) Insert rows into the fact table.
D) Detect dimension changes.
E) Delete duplicate dimension table rows.
3. What two project environment variables can be considered in your parallel jobs to support your optimization strategy of partitioning and sorting? (Choose two.)
A) $APT_RESTRICT_SORT_USAGE
B) $APT_NO_PART_INSERTION
C) $APT_PARTITION_FLUSH_COUNT
D) $APT_TSORT_STRESS_BLOCKSIZE
E) $APT_OPT_SORT_INSERTION
4. Which two file stages allow you to configure rejecting data to a reject link? (Choose two.)
A) Lookup File Set Stage
B) Complex Flat File Stage
C) Big Data File Stage
D) Data Set Stage
E) Compare Stage
5. When using a Sequential File stage as a source what are the two reject mode property options? (Choose two.)
A) Convert
B) Save
C) Continue
D) Set
E) Fail
Solutions:
| Question # 1 Answer: B,C | Question # 2 Answer: B,D | Question # 3 Answer: B,D | Question # 4 Answer: B,C | Question # 5 Answer: C,E |
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