Apache Parquet vs Apache Avro
Developers should learn Apache Parquet when working with big data analytics, as it significantly reduces storage costs and improves query performance by storing data in a columnar format, which is ideal for read-heavy workloads meets developers should use apache avro when building data-intensive applications that require efficient, schema-based serialization for high-throughput messaging or data storage, such as in apache kafka for event streaming or hadoop for big data processing. Here's our take.
Apache Parquet
Developers should learn Apache Parquet when working with big data analytics, as it significantly reduces storage costs and improves query performance by storing data in a columnar format, which is ideal for read-heavy workloads
Apache Parquet
Nice PickDevelopers should learn Apache Parquet when working with big data analytics, as it significantly reduces storage costs and improves query performance by storing data in a columnar format, which is ideal for read-heavy workloads
Pros
- +It is particularly useful in data engineering pipelines for ETL processes, data lake architectures, and scenarios requiring interoperability across multiple data processing frameworks, such as in cloud environments like AWS, Azure, or Google Cloud
- +Related to: apache-spark, apache-hive
Cons
- -Specific tradeoffs depend on your use case
Apache Avro
Developers should use Apache Avro when building data-intensive applications that require efficient, schema-based serialization for high-throughput messaging or data storage, such as in Apache Kafka for event streaming or Hadoop for big data processing
Pros
- +It is particularly valuable in microservices architectures where data consistency and interoperability across services are critical, as its schema evolution capabilities help manage changes without disrupting systems
- +Related to: apache-kafka, hadoop
Cons
- -Specific tradeoffs depend on your use case
The Verdict
These tools serve different purposes. Apache Parquet is a database while Apache Avro is a tool. We picked Apache Parquet based on overall popularity, but your choice depends on what you're building.
Based on overall popularity. Apache Parquet is more widely used, but Apache Avro excels in its own space.
Disagree with our pick? nice@nicepick.dev