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| Section | Weight | Objectives |
|---|---|---|
| Metadata Management | 6% | - Importing and exporting metadata - Schema and data type handling - Runtime Column Propagation (RCP) |
| Database Connectivity | 7% | - Source and target database properties - Database stage selection - Connection and query configuration |
| Job Design & Deployment | 18% | - Compilation and deployment procedures - Job sequencing and restartability - Balanced Optimization |
| Configuration | 6% | - Configuration file components and usage - Project setup and configuration - Environment variables and settings |
| Persistent Storage | 15% | - Data import/export operations - File formats and properties - Sequential File stage usage |
| Parallel Architecture | 7% | - Partitioning and collecting methods - Node configuration and performance - Parallel execution concepts |
| Job Components & Processing | 11% | - Sort and Filter stages - Join, Lookup, and Merge stages - Shared containers and reusability |
| Data Transformation | 14% | - Data conversion and mapping - SCD and complex transformations - Transformer stage functionality |
| Performance & Troubleshooting | 16% | - Logging and monitoring - Performance tuning techniques - Error handling and debugging |
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) Convert all numeric fields to varchars.
B) Specify "Restrict Memory Usage" to 60MB on the Sort stage properties.
C) Alter the Sort stage properties to perform a stable sort.
D) Set $APT_TSORT_STRESS_BLOCKSIZE to 50M
E) Specify Round Robin partitioning on the input link to the Sort stage.
2. In addition to the table and schema names, what two element names must be specified when you create a shared table definition in DataStage Designer? (Choose two.)
A) Project name
B) Database
C) DataStage server system name
D) Host system
E) Database instance
3. What two computer system resources on the DataStage engine are monitored in the Operations Console? (Choose two.)
A) Memory
B) XMETA database
C) Disk
D) CPU
E) Scratch disk
4. You are responsible for deploying objects into your customers production environment. To ensure the stability of the production system the customer does not permit compilers on production machines. They have also protected the project and only development machines have the required compiler. What option will enable jobs with a parallel transformer to execute in the customers production machines?
A) Add $APT_COMPILE_OPT=-portable
B) Use protected projects in the production environment.
C) Create a package with Information Server Manager and select the option to include executables.
D) Set $APT_COPY_TRANSFORM_OPERATOR
5. Identify two restructure stages that allow you to create or organize vectors in the output link results? (Choose two.)
A) Merge records
B) Column Import
C) Split Vector
D) Split Subrecord
E) Make Subrecord
Solutions:
| Question # 1 Answer: B,D | Question # 2 Answer: B,D | Question # 3 Answer: A,D | Question # 4 Answer: C | Question # 5 Answer: D,E |
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