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.

GraphScope Flex: LEGO-like Graph Computing Stack

The GraphScope team presented GraphScope Flex at the SIGMOD 2024 Industry Session. This article introduces the main content of this presentation.

Posted on 5-Aug-2024

GraphScope's Perspective Sharing at the SIGMOD 2024 Panel

GraphScope is invited to share perspectives on graph conputation at the SIGMOD 2024 Panel titled "The Future of Graph Analytics".

Posted on 16-Jul-2024

GraphScope Refreshes the World Record for the LDBC SNB Benchmark

GraphScope Flex has once again topped the list of LDBC SNB benchmark. It has also set a new record for the largest data scale.

Posted on 27-Jun-2024

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