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1. Which condition would require the use of a Custom Operator instead of a BuildOp or Transformer?
A) The stage will call external routines written in C/C++.
B) The stage is working with string variables.
C) The stage requires dynamic metadata.
D) The stage needs to run in parallel rather than sequentially.
2. Which three statements are true about Transfomer stages? (Choose three.)
A) Constraints can keep a record from being written to an output link.
B) Constraints are executed before output link derivations.
C) Derivations are written in C++.
D) @PARTNUM returns the number of job partitions currently active.
E) Stage variables are executed before output link derivations.
3. You have developed a parallel job using best practices to include Copy stages as debugging placeholders. In the parallel job score for this job, you notice that some of the Copy stages are not being optimized out as you had expected. What are three reasons for this behavior? (Choose three.)
A) Runtime Column Propagation has been enabled on one or more of the Copy output links.
B) A non-default node pool was assigned to one of the Copy stages.
C) One Copy stage has multiple outputs.
D) The "Force" property was set to "true" for one of the Copy stages.
E) The environment variable $APT_DISABLE_COPY_OPTIMIZATION has been set.
4. A customer wants to select the entire order details for the largest transaction for each of 2 million unique customers from a 20 million row DB2 source table containing order history. Which parallel job design would satisfy this functional requirement?
A) Partition on customer key, sort on customer key and transaction amount, Remove duplicates on customer key.
B) Partition and Sort the input to a Remove Duplicates stage using the customer key and transaction amount columns. Remove duplicates on customer key.
C) Partition and Sort the input to a Filter stage by customer number. Filter with the clause "MAX(transaction_amount)".
D) Use a Sort Aggregator stage with a calculated column based on the maximum value of the transaction amount column.
5. Click the Exhibit button.
You must analyze the dump score from a job execution. A fragment of the dump score is shown in the exhibit. Which three statements are true regarding the information provided by the dump score fragment? (Choose three.)
A) The dump score fragment displays information regarding operator insertion.
B) $APT_DISABLE_COMBINATION is set to "False" for the job run.
C) The dump score fragment displays "Sort Method" for the Sort stage.
D) The dump score fragment displays "Group Method" for the Aggregator stage.
E) $APT_DISABLE_COMBINATION is set to "True" for the job run.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,B,E | Question # 3 Answer: B,C,D | Question # 4 Answer: A | Question # 5 Answer: A,B,D |
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