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Introduction to Auto Schema Detection in BigQuery

  • BigQuery provides an auto schema detection feature for CSV and JSON files.
  • Auto schema detection analyzes the first up to 100 rows to assign data types based on sample values.
  • Limitations include inaccuracies based on sample data and inconsistent types for columns with varied formats.
  • Best practices involve manually defining schemas for data consistency and verifying inferred schemas before querying.

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