What are the best open-source alternatives to Graphframes?

Question 1

Accepted Answer

5 open-source projects similar to graphframes/graphframes, ranked by shared features. Top picks: apache/incubator-sedona, archivesunleashed/aut, bigdatagenomics/adam, hail-is/hail, neo4j-contrib/neo4j-spark-connector.

Question 2

Is apache/incubator-sedona a good alternative to Graphframes?

Accepted Answer

| Status | Stable | Latest | Source code|Spark compatibility| |:----------:|:-------------:|:------|:------:|:------| | GeoSpark | | | |Spark 2.X, 1.X| | GeoSparkSQL | | | | Spark SQL 2.1, 2.2| | GeoSparkViz | | | |Spark 2.X, 1.X|

Question 3

Is archivesunleashed/aut a good alternative to Graphframes?

Accepted Answer

The Archives Unleashed Toolkit is an open-source platform for analyzing web archives using Apache Spark, and makes use of Sparkling for parsing W/ARC records. The toolkit provides powerful tools for analytics and data processing. It is part of the Archives Unleashed Project.

Question 4

Is bigdatagenomics/adam a good alternative to Graphframes?

Accepted Answer

ADAM is a genomics analysis platform with specialized file formats built using Apache Avro, Apache Spark, and Apache Parquet. Apache 2 licensed.

Question 5

Is hail-is/hail a good alternative to Graphframes?

Accepted Answer

Cloud-native genomic dataframes and batch computing

Question 6

Is neo4j-contrib/neo4j-spark-connector a good alternative to Graphframes?

Accepted Answer

This repository contains the Neo4j Connector for Apache Spark.

Open-source alternatives to Graphframes

apache/incubator-sedona

archivesunleashed/aut

bigdatagenomics/adam

hail-is/hail

neo4j-contrib/neo4j-spark-connector