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Last Updated: Jun 12, 2026
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1. Click the Exhibit button.
In the exhibit, data is being read from a Sequential File stage (Read_Selling_Group_Mapping) and written to a target Data Set stage (Write_Selling_Group_Mapping_Copy). All columns are being mapped source to target in the Copy stage. After the job is executed using a 2-node configuration file, you notice that the Data Set has only one partition. What are two actions that can be done to this job to ensure Data Set has two partitions? (Choose two.)
A) Disable Runtime Column Propagation (RCP) and set "Force" option in the Data Set stage to "TRUE".
B) Enable Runtime Column Propagation (RCP) and set "Force" option in the Copy stage to "FALSE".
C) Enable Runtime Column Propagation (RCP) and set "Force" option in the Copy stage to "TRUE".
D) Disable Runtime Column Propagation (RCP) and set "Force" option in the Copy stage to "TRUE".
2. You have run ten instances of the same job the previous evening. You want to examine the job logs for all instances but can only find five of them. How can you avoid this in the future for this job?
A) Set the $APT_AUTOLOG_PURGE environment variable to False.
B) Change the Auto-purge settings in Administrator.
C) Change the Auto-purge settings for the job in Director.
D) Set the $APT_AUTOPURGE_LOG environment variable to False.
3. Your job reads from a file using a Sequential File stage running sequentially. You are using a Transformer stage following the Sequential File stage to format the data in some of the columns. What is the default (Auto) partitioning method?
A) Same
B) Round Robin
C) Hash
D) Random
4. 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?
A) Indicate all stage names within the job annotation.
B) Name all stage and links with column names and ideas.
C) Name all stages and links based on what they do.
D) Name all stage and links the same.
5. Click the Exhibit button.
In the exhibit, what describes how you would make a stage run only on "Server2" in parallel?
A) Set server constraint to Server2.
B) Set node pool constraint to s1.
C) Set constraint to n3 and n4.
D) Set node pool constraint to s2.
Solutions:
| Question # 1 Answer: C,D | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: C | Question # 5 Answer: D |
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