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.

How to Run GraphScope on Kubernetes Cluster

In this post, we will show how to deploy GraphScope on kubernetes cluster, the details of work behind the deployment, and how to build custom images from source code.

Posted on 01-June-2023

How to Run and Develop GraphScope Locally

In this post, we will detail two ways to install GraphScope locally: 1) directly install the published binary package through pip; 2) compile and build the latest version of GraphScope from source code.

Posted on 31-May-2023

Categories, Languages, and Systems of Graph Computing

In this post, we will introduce the categories, languages, and systems of graph computing.

Posted on 25-May-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