arXiv (OAI Expanded)
open access
Type Hints in Python Libraries and Frameworks: An Empirical Analysis of Adoption and Maintenance
Context: In Python, type hints allow developers to annotate variables and functions with explicit type information, improving code clarity and reliability. Although type hints are widely available, little is known about how they are adopted and maintained in libraries and frameworks. Objective: We i
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Type Hints in Python Libraries and Frameworks: An Empirical Analysis of Adoption and Maintenance#924911
- Type Hints in Python Libraries and Frameworks: An Empirical Analysis of Adoption and Maintenance#632897
- Python Import as an Execution Boundary: An Empirical Study of Bugs, Vulnerabilities, and Analysis Gaps#1084713
- An Empirical Analysis of Cross-OS Portability Issues in Python Projects#1061170
- An Empirical Analysis of Cross-OS Portability Issues in Python Projects#1043159
Record · ID 920677
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive