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How does Elasticsearch handle multiple occurrences of the same term in a single document within the inverted index?

hard🚀 Application Q9 of 15
Elasticsearch - Basics and Architecture
How does Elasticsearch handle multiple occurrences of the same term in a single document within the inverted index?
AIt stores the document ID multiple times for each occurrence
BIt stores the document ID once with a frequency count
CIt ignores repeated occurrences after the first
DIt creates separate term entries for each occurrence
Step-by-Step Solution
Solution:
  1. Step 1: Understand term frequency in inverted index

    Elasticsearch stores each document ID once per term but tracks how often the term appears.
  2. Step 2: Evaluate options

    Storing multiple IDs or ignoring frequency is inefficient or inaccurate.
  3. Final Answer:

    It stores the document ID once with a frequency count -> Option B
  4. Quick Check:

    Doc ID stored once with frequency count [OK]
Quick Trick: One doc ID per term with frequency count stored [OK]
Common Mistakes:
MISTAKES
  • Storing duplicate doc IDs
  • Ignoring term frequency
  • Creating multiple term entries

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