Sanjaay Gowda T S
HSBC Holdings plc practice

ORIGINAL COMPANY-CONTEXT PRACTICE

Join financial records to an explicit conversion-rate version

SQL & data engineeringHardConcept

Original practice scenario: A hypothetical international report converts transactions into a reporting currency. Rates have effective dates, publication times and later corrections. Design the join and rounding boundaries.

Written for independent practice using company context; this is not a verified question from a company interview.

A REASONED APPROACH

Model answer.

Declare the conversion purpose and rate convention before querying. A transaction-date rate, reporting-date rate and later corrected rate can answer different questions even for the same original amount.

Work through it

  1. Retain original amount and currency with the selected rate source, pair direction and applicable effective interval, rejecting missing or overlapping rate evidence.
  2. Choose the rate version known by the reporting cutoff when reproducibility matters, and handle inverse pairs through an explicit precision policy.
  3. Apply exact or appropriately controlled decimal arithmetic with a declared rounding stage, reconciling original and converted totals and retaining the rate identity on each result.

Tradeoffs to discuss

  • Per-line rounding supports itemized reconciliation while aggregate rounding may differ; the reporting contract must choose and disclose one.

Common pitfalls

  • Do not assume a missing direct pair can be filled by an arbitrary currency path.
  • A zero or unavailable rate must not silently turn a transaction into zero reporting value.

KEEP PRACTISING

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