A query joins two tables with multiple matching rows per key and unexpectedly multiplies the sales total. Which approach best fits?

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  1. Use COUNT DISTINCT on the stable customer identifier.
  2. Use SAFE_DIVIDE and handle its result explicitly.
  3. Validate join cardinality and aggregate or deduplicate at the intended grain.
  4. Join results to a complete calendar dimension and fill only the intended missing measures.

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