Question 690
A data platform's test endpoint returns HTTP 200, but a pipeline occasionally drops records while still finishing its jobs. Which limitation must be considered before claiming the issue is fully resolved?
Explanation
Correct Answer
Equal row totals can still mask incorrect values and need selective content checks. This caution prevents extrapolating beyond the specific evidence or product boundary. Quality assurance must cover semantic data integrity alongside service uptime. The unresolved point should be tested using source-to-target reconciliation, per-partition row counts and error events rather than assuming a working interface proves full compliance or resilience.
Incorrect Answers
Equal row totals always prove every value and identifier is correct. This limitation is framed as a blanket exception, but the case requires a different, narrower caution. The relevant boundary is that equal row totals can still mask incorrect values and need selective content checks. Quality assurance must cover semantic data integrity alongside service uptime. Inspect source-to-target reconciliation, per-partition row counts and error events.
Even exhaustive row counts guarantee no value corruption in joined records. The proposed claim mistakes an incomplete signal or product feature for a universal guarantee. The relevant boundary is that equal row totals can still mask incorrect values and need selective content checks. Quality assurance must cover semantic data integrity alongside service uptime. Inspect source-to-target reconciliation, per-partition row counts and error events.
Data integrity is guaranteed when the warehouse query returns an HTTP success. This claim exceeds the evidence and ignores an important risk or operational dependency. The relevant boundary is that equal row totals can still mask incorrect values and need selective content checks. Quality assurance must cover semantic data integrity alongside service uptime. Inspect source-to-target reconciliation, per-partition row counts and error events.