Solidity Code Graph Codearena: 100 Repository Function Call Graphs

Solidity_Code_Graph_Codearena is a dataset of 100 repositories from Codearena parsed into graphs of functions. The dataset includes different types of relationships between functions, such as parent contracts and various call types. It was created by author 'nothingisenough' and last updated on July 10, 2025.

Use Cases

• Code clone detection based on graph structure similarity
• Similar bug search leveraging function relationship patterns
• Code reconstruction with context pruning using the graph relationships
• Training Graph Neural Networks (GNNs) on software artifacts
• Implementing Retrieval-Augmented Generation (RAG) systems for code, as referenced in the description

Strengths

• Contains 100 repositories, providing a substantial sample
• Graphs include multiple explicit relationship types: Parent Contracts, High-Level Calls, Internal Calls, Library Calls, Low-Level Calls
• Dataset is explicitly described as ready for use in Graph Neural Networks (GNNs)

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• Description metadata is limited; actual data quality requires manual inspection after download

Provenance

Source

Codearena repositories

Collection Method

Parsed as graphs of functions with relationship types

Freshness

Last updated 2025-07-10 12:32:46