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C-DS-43
  • Exam Code: C-DS-43
  • Exam Name: SAP Certified Application Associate - Data Integration with SAP Data Services
  • Updated: Oct 29, 2026
  • No. of Questions: 82 Questions and Answers
  • Download Limit: Unlimited
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SAP C-DS-43 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Integration and ETL Processes- Data extraction, transformation, and loading
  • 1. Source and target systems
    • 2. ETL job design principles
      Topic 2: Data Services Architecture and Installation- SAP Data Services system architecture overview
      • 1. Installation and configuration concepts
        • 2. Components and landscape
          Topic 3: Data Quality and Cleansing- Data profiling and validation
          • 1. Matching and deduplication
            • 2. Data cleansing techniques
              Topic 4: Data Flow Design and Job Management- Data flow creation and execution
              • 1. Workflow design
                • 2. Job scheduling and monitoring
                  Topic 5: Performance Optimization and Troubleshooting- Performance tuning techniques
                  • 1. Debugging and error handling
                    • 2. System optimization strategies

                      SAP C-DS-43 Exam: Questions We Hear Daily

                      Yes — the vendor's recommended training:

                      Training classes demand schedules; practice questions demand only spare minutes. After any course, the C-DS-43 questions from Lead2Passed measure how much of it will survive exam day.

                      The SAP Certified Application Associate - Data Integration with SAP Data Services blueprint has 5 domains, led by Data Services Architecture and Installation, Data Quality and Cleansing, Performance Optimization and Troubleshooting. Think of the weightings as the vendor's hint about where points concentrate — plan your hours accordingly. The complete outline above lists every subtopic.

                      Registration happens through the vendor's official channels:

                      The exam is delivered Online proctored or test center — choose the arrangement that works for you when you book.

                      Passing the C-DS-43 exam earns you the SAP Certified Application Associate - Data Integration with SAP Data Services certification at the Associate level — SAP's official verification of your skills. It's considered important because it's genuinely difficult, which is exactly why it carries weight with employers. Related credentials include SAP Certified Technology Associate - SAP Data Services.

                      80 questions in 180 minutes. That combination rewards candidates who've trained their pace, not just their memory — so before the real thing, run full timed sessions in the Lead2Passed engine, practice flagging hard questions instead of fighting them, and learn what your sustainable per-question rhythm feels like.

                      Delivery is instant: successful payment triggers an automatic email with your product, arriving in about a minute — install on unlimited computers, and if 2 hours pass with nothing, our 24/7/365 customer service will fix it fast. The guarantee: take the corresponding C-DS-43 exam within 60 days of purchase, and if you fail, submit a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam for a 100% refund processed within 7 days. Exclusions: exams within 3 days of purchase, name mismatches between candidate and payer, and free or expired products. Prefer a swap? Take two equal-value exam products free, updates intact.

                      Recommended knowledge of data integration concepts and SAP Data Services experience Before paying any registration fee, verify the current criteria on the official exam page — official C-DS-43 exam page — since vendors do revise their rules.

                      The official fee is USD 550 (varies by region), with 65% required to pass. Both numbers matter more together: the fee is per attempt, so every retake costs the full amount again. Drilling the 82 practice questions from Lead2Passed until you're comfortably past the mark is the fiscally sound approach.

                      Yes — the free demo gives you several real questions and answers from the set, so you can see whether it interests you and helps you before spending anything. Once you buy, updates are free for 365 days — new versions are mailed to you automatically — and an expired update period renews at 50% off.

                      SAP Certified Application Associate - Data Integration with SAP Data Services Sample Questions:

                      A dataflow contain a pivot transform followed by a query transform that performs an aggregation. The Aggregation query should by pushed down to the database in SAP Data services.
                      Where would you place the Data_Transfer transform to do this?

                      • A. Before the pivot transform
                      • B. Before the pivot transform and after the query transform.
                      • C. Between the pivot transform and the query transform
                      • D. After the query transform
                      Reveal Solution  Discussion  0

                      Correct Answer: C  🗳️

                      In SAP Data Services what do you use implement a target-based delta that deals with inserts, update and deletes in the source.

                      • A. Table comparison transform
                      • B. The auto correct load
                      • C. A Map_CDC_Operation transform
                      • D. A Map_Operation transform
                      Reveal Solution  Discussion  0

                      Correct Answer: C  🗳️

                      From the account table you want to know how many accounts you have per account type. The ACCOUNT_TYPE is output along with an additional column COUNTER. The group by tab of the query transform is used with ACCOUNT_TYPE. Which mapping would you use for the COUNTER column in SAP Data Services?

                      • A. Gen_Row_Num()
                      • B. Count(*)
                      • C. count(Account_type)
                      • D. count_distinct(Account_TYPE)
                      Reveal Solution  Discussion  0

                      Correct Answer: C  🗳️

                      How do you allow a new team member to view the SAP Data Services repository in read only mode?

                      • A. Use the central repository in the Desinger
                      • B. Export the repository's metadata to an XML file and open it in a browser.
                      • C. Copy the repository and view the copy in the repository manager.
                      • D. Use the Auto Documentation feature in the Management Console
                      Reveal Solution  Discussion  0

                      Correct Answer: A  🗳️

                      An SAP Data Services dataflow must load the source table data into a target table, but the column names are different. Where do you assigg each source column to the matching target column?

                      • A. In a query transform
                      • B. In the table reader
                      • C. In the Map transform
                      • D. In a table loader
                      Reveal Solution  Discussion  0

                      Correct Answer: A  🗳️

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