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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Job Design & Deployment | 18% | - Job sequencing and restartability - Compilation and deployment procedures - Balanced Optimization |
| Topic 2: Metadata Management | 6% | - Importing and exporting metadata - Runtime Column Propagation (RCP) - Schema and data type handling |
| Topic 3: Configuration | 6% | - Project setup and configuration - Environment variables and settings - Configuration file components and usage |
| Topic 4: Parallel Architecture | 7% | - Node configuration and performance - Parallel execution concepts - Partitioning and collecting methods |
| Topic 5: Performance & Troubleshooting | 16% | - Logging and monitoring - Error handling and debugging - Performance tuning techniques |
| Topic 6: Job Components & Processing | 11% | - Shared containers and reusability - Join, Lookup, and Merge stages - Sort and Filter stages |
| Topic 7: Database Connectivity | 7% | - Database stage selection - Source and target database properties - Connection and query configuration |
| Topic 8: Persistent Storage | 15% | - File formats and properties - Sequential File stage usage - Data import/export operations |
| Topic 9: Data Transformation | 14% | - SCD and complex transformations - Data conversion and mapping - Transformer stage functionality |
In your parallel job design you have selected a parallel shared container to be included. Which area of your job design is required to be configured to use the parallel shared container?
Correct Answer: B 🗳️
In your job you are using a Sequential File stage as a source. You have decided to use a schema file as an alternative way of specifying column definitions and record format properties. What two items are true in configuring this stage in your parallel job? (Choose two.)
Correct Answer: C,D 🗳️
In the exhibit, a Funnel stage has two input links. Input 1 (Seq_File) comes from a Sequential File stage with "Readers per Node" set to "2". Input 2 (Dataset) comes from a dataset created with 3 partitions. In the Funnel stage, the funnel type is set to "Sequence".
The parallel configuration file contains 4 nodes. How many instances of the Funnel stage run in parallel?
Correct Answer: C 🗳️
You are asked by your customer to collect partition level runtime metadata for DataStage parallel jobs. You must collect this data after each job completes. What two options allow you to automatically save row counts and CPU time for each instance of an operator? (Choose two.)
Correct Answer: D,E 🗳️
You are assigned to correct a job from another developer. The job contains 20 stages sourcing data from two Data Sets and many sequential files. The annotation in the job indicates who wrote the job and when, not the objective of the job. All link and stage names use the default names. One of the output columns has an incorrect value which should have been obtained using a lookup. What could the original developer have done to make this task easier for maintenance purposes?
Correct Answer: B 🗳️
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