Avro Insights | Sumble

What is Avro?

Avro is a data serialization system. It provides a compact, fast, and schema-driven way to serialize data for persistence or data exchange between applications. Avro uses a schema to define the structure of the data, which allows it to evolve over time without breaking compatibility. It is commonly used in Hadoop ecosystems for data storage and processing, as well as in message queues and distributed systems.

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What other technologies are related to Avro?

Avro Competitor Technologies

Parquet

Parquet is a columnar storage format often used as an alternative to Avro for storing large datasets.

mentioned alongside Avro in 38% (4.4k) of relevant job posts

ORC

ORC is another columnar storage format that competes with Avro, especially within the Hadoop ecosystem.

mentioned alongside Avro in 50% (1.4k) of relevant job posts

Apache Iceberg

Apache Iceberg is a table format for large analytic datasets. While it can work with Avro data, it is often used with Parquet or ORC formats, competing for similar use cases.

mentioned alongside Avro in 13% (930) of relevant job posts

Protobuf

Protobuf is another serialization format similar to Avro, offering schema evolution and efficient data storage.

mentioned alongside Avro in 8% (1k) of relevant job posts

Sequence or Map Files

Sequence Files and MapFiles were early Hadoop file formats that can store binary data and are alternatives to Avro.

mentioned alongside Avro in 100% (56) of relevant job posts

CSV

CSV is a simple text-based format for tabular data. While less efficient and lacking schema evolution, it's a simpler alternative to Avro in some cases.

mentioned alongside Avro in 5% (818) of relevant job posts

JSON

JSON is a human-readable data format that can be used as an alternative to Avro, especially for smaller datasets or when readability is a priority.

mentioned alongside Avro in 1% (3.3k) of relevant job posts

Apache Hudi

Apache Hudi provides a data lake platform with support for transactions and incremental processing. Hudi supports Avro data but competes with it in the data lake space, and often is used with Parquet.

mentioned alongside Avro in 10% (258) of relevant job posts

Avro Complementary Technologies

HCatalog

HCatalog provides a table and storage management layer for Hadoop, and can be used with Avro data stored in HDFS.

mentioned alongside Avro in 82% (180) of relevant job posts

Spark

Spark can read and write Avro data, making it a valuable tool for processing Avro files in distributed computing environments.

mentioned alongside Avro in 1% (3.8k) of relevant job posts

Schema Registry

Schema Registry stores and manages schemas used by Avro (and other serialization formats like Protobuf), allowing for schema evolution and compatibility.

mentioned alongside Avro in 20% (229) of relevant job posts