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.

Why DuckDB Is Such A Good Database Product

DuckDB has emerged as a groundbreaking database by strategically focusing on embedded analytics rather than chasing "big data" trends, combining classic relational foundations with modern hardware optimizations to deliver exceptional performance in the embedded context. This article explores DuckDB's remarkable success by analyzing how its fundamental design choices perfectly align with modern data needs.

Posted on 26-April-2025

GOpt Optimization Process: An In-depth Case Study Based on LDBC SNB Queries

The GraphScope team's work on graph-native query optimization framework has been accepted by SIGMOD 2025 Industry. This article introduces the optimization process of GOpt.

Posted on 25-March-2025

RelGo: Optimizing Relational Databases with GOpt

The GraphScope team's work on proposing RelGo for optimizing SQL/PGQ queries has been accepted by SIGMOD 2025. This article introduces the main content of RelGo.

Posted on 10-March-2025

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

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