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GraphFrames but in DataFusion

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SemyonSinchenko/graphframes-rs

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A Rust implementation of Apache Spark's GraphFrames using Apache DataFusion. This project provides graphprocessing capabilities on top of DataFusion's DataFrame API.

About

This project aims to bring the power of GraphFrames to the Apache DataFusion ecosystem by leveraging DataFramecapabilities.It provides a similar API to Apache Spark's GraphFrames.

Project Status

The project is in the early development stage. Currently implemented features include basic graph operations, statistics,and Pregel API.

Features

Graph RoutineGraphFramesgraphframes-rs
Graph Abstraction✓✓
Basic Statistics (degree, etc.)✓✓
Pregel API✓✓
Shortest Paths✓✓
PageRank✓✓
Parallel Personalized PageRank✓Planned
Connected Components✓✓
Strongly Connected Components✓Planned
Triangle Count✓Planned
Label Propagation✓Planned
Breadth-First Search✓Planned
Aggregate Messages✓Planned
SVD++✓Planned
Pattern Matching✓Planned

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GraphFrames but in DataFusion

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