Convert CSV to Avro schema

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CSV

CSV (Comma-Separated Values) is a simple format for storing tabular data in plain text. Each row is a data record, and columns are separated by commas (or other delimiters).

Technical Details

CSV files represent data in a flat table structure. The first row typically contains column headers, and each subsequent row contains values. Fields containing commas, newlines, or quotes may be enclosed in double quotes.

Advantages

  • Simple format that's easy to create and parse
  • Universal support across spreadsheet applications
  • Efficient storage for tabular data
  • Human-readable and editable in text editors

Limitations

  • No support for nested data structures
  • No standardized way to represent data types
  • Special characters may require escaping
  • No built-in support for formulas or calculations

Avro schema

An Avro schema is a JSON document that defines the structure of Avro data.

It specifies the fields, their names, and data types for Avro data, allowing for schema evolution and ensuring data consistency.

Common Use Cases

Data Interoperability

Convert CSV to Avro schema to work with systems that support different formats.

Data Integration

Transform CSV data into Avro schema for seamless integration with other tools and workflows.

Common Questions

Convert CSV to Other Formats