GraphScope

What is GraphScope

GraphScope is a unified distributed graph computing platform that provides a one-stop environment for performing diverse graph operations on a cluster through a user-friendly Python interface. GraphScope makes multi-staged processing of large-scale graph data on compute clusters simple by combining several important pieces of Alibaba technology: including GRAPE, MaxGraph, and Graph-Learn (GL) for analytics, interactive, and graph neural networks (GNN) computation, respectively, and the vineyard store that offers efficient in-memory data transfers.

Playground

GraphScope provides ease-of-use Python interface.
Users are enabled to process computation over very large graphs in a Jupyter Notebook.

Read the docs Try it online

pip install graphscope Successfully installed graphscope python import graphscope sess = graphscope.session() from graphscope.dataset.ogbn_mag import load_ogbn_mag g = load_ogbn_mag(sess, "testing_data")

Latest Blogs

Stay tuned with our latest news and tech blogs.

Import and Export Graph Data of Neo4j with GraphAr

GraphAr is an open source, standard data file format for graph data storage and retrieval.This post is a quick guide that shows how to import and export graph data of Neo4j with GraphAr.

Posted on 14-Sep-2023

Release Note 0.24.0

This release includes a graph query engine specifically designed for high-QPS (queries per second) scenarios. It also encompasses notable features and improvements in computation engines, and deployment processes.

Posted on 05-Sep-2023

Getting Started with GraphAr: Standardized Graph Storage File Format

GraphAr is an open source, standard data file format for graph data storage and retrieval. This post is a quick guide that explains how to work with GraphAr, using the C++ SDK it provides.

Posted on 31-August-2023

Awards

GraphScope is the receipent of
the Best Paper Award of SIGMOD 2017, the Best Demo Award of VLDB 2017,
Super AI Leader(SAIL) Award 2019 and the Best Paper Runner Up of VLDB 2020.
GraphScope receives Int’l recognition by both academia and industry.

View our publications

Best Paper Award

Best Demo Award

Super AI Leader Award

Best Paper Award