Package Version Constraint Reasoning Dataset

#transitive dependency analysis #version compatibility verification #dependency conflict detection #software dependency management #package version compatibility assessment #dependency conflict resolution

3045
0.2GB
JSON
CATL
MOBIUSI INC

Updated:2026-11-03

AI Analysis & Value Prop

This dataset presents software package declarations and version constraints from project manifests or configuration snippets, together with the resulting direct and transitive dependency relationships. Each example indicates whether the constraints can be satisfied simultaneously, identifies packages and declarations involved in any conflict, and provides a concise reasoning summary. It supports training and evaluation of models that analyze software dependency resolution problems.

Dataset Insights

Sample Examples

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Technical Specifications

Field	Type	Description
file_name	string	File name
conflict_details	array	Packages whose version constraints are incompatible, with the declarations responsible for each conflict. Use an empty array when no conflict is found.
dependency_edges	array	The resolved direct and transitive dependency relationships extracted from the manifest, with each edge recording its version constraint.
manifest_snippet	string	The original project manifest or configuration snippet containing package declarations and version constraints.
reasoning_summary	string	A concise explanation tracing relevant transitive dependencies and showing why the constraints are compatible, conflicting, or insufficient to determine a result.
resolution_status	string	Whether all dependency version constraints can be satisfied simultaneously.

Compliance Statement

Authorization Type	Proprietary - Commercial AI Training License (No Redistribution)
Commercial Use	Requires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and Anonymization	No PII, no real company names, simulated scenarios follow industry standards
Compliance System	Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs

Frequently Asked Questions

What does the dataset contain?: Each example includes a project manifest or configuration snippet, dependency edges with version constraints, a resolution status, conflict details, and a reasoning summary. These fields support dependency tracing and compatibility analysis.

Which tasks can this dataset support?: It supports dependency resolution, transitive dependency tracing, version constraint compatibility checks, and conflict localization. It can also be used to evaluate code reasoning over software configurations.

Is a fixed dataset size or delivery format specified?: The available description does not specify the sample count or file delivery format. Refer to the product listing for the current dataset specifications, field definitions, and delivery details.

How can I access the data, and what are the licensing terms?: Use the access method provided on the product page and review the applicable license terms and permitted scope before use. Do not assume rights that are not explicitly stated in the listing.

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Cite this Work

@dataset{Mobiusi2026,
  title={Package Version Constraint Reasoning Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/5fde3d48a65420dbf562b5d48efc79bc},
  urldate={2026-10-21},
  keywords={package version constraints,dependency reasoning,software dependency graph,dependency conflict detection,dependency resolution dataset,code reasoning data,manifest analysis,reasoning SFT},
  version={1.0}
}

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