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Given the following Hadoop folder structure:

medium📝 Predict Output Q13 of 15
Hadoop - Modern Data Architecture with Hadoop
Given the following Hadoop folder structure:
/data/raw/sales.csv
/data/processed/sales_clean.csv
/data/curated/sales_summary.csv

Which file would most likely contain cleaned and transformed sales data ready for analysis?
A/data/processed/sales_clean.csv
B/data/raw/sales_summary.csv
C/data/curated/sales_summary.csv
D/data/raw/sales.csv
Step-by-Step Solution
Solution:
  1. Step 1: Understand the meaning of each zone

    Raw zone has original data, processed zone has cleaned/transformed data, curated zone has aggregated or summarized data.
  2. Step 2: Identify the file with cleaned and transformed data

    /data/processed/sales_clean.csv indicates cleaned sales data ready for further use.
  3. Final Answer:

    /data/processed/sales_clean.csv -> Option A
  4. Quick Check:

    Processed zone = cleaned data = D [OK]
Quick Trick: Processed folder means cleaned and transformed data [OK]
Common Mistakes:
  • Choosing raw data file as cleaned data
  • Confusing curated summary with cleaned data
  • Selecting non-existent file paths

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