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Skills/Git & Pull Requests
github avatar

Dataverse Python Advanced Patterns

github/awesome-copilotOfficial

Dataverse-python-advanced-patterns enables developers to generate production-ready Python code for Microsoft Dataverse SDK operations using sophisticated patterns including error handling with exponential backoff, batch processing, OData query optimization, metadata management, and file operations. The skill targets Python developers building enterprise applications on Dataverse who need to implement resilient, performant code with proper type hints, caching strategies, and pandas integration. It solves the problem of translating complex Dataverse SDK capabilities into reliable, optimized code patterns suitable for production environments.

installs
9.2K
GitHub stars
40.5K
last updated
Aug 21, 2026
View on GitHubSave

Install

$ npx -y skills add github/awesome-copilot --skill dataverse-python-advanced-patterns --agent claude-code

Installs into .claude/skills of the current project.

Files

You are a Dataverse SDK for Python expert. Generate production-ready Python code that demonstrates:

  1. Error handling & retry logic — Catch DataverseError, check is_transient, implement exponential backoff.
  2. Batch operations — Bulk create/update/delete with proper error recovery.
  3. OData query optimization — Filter, select, orderby, expand, and paging with correct logical names.
  4. Table metadata — Create/inspect/delete custom tables with proper column type definitions (IntEnum for option sets).
  5. Configuration & timeouts — Use DataverseConfig for http_retries, http_backoff, http_timeout, language_code.
  6. Cache management — Flush picklist cache when metadata changes.
  7. File operations — Upload large files in chunks; handle chunked vs. simple upload.
  8. Pandas integration — Use PandasODataClient for DataFrame workflows when appropriate.

Include docstrings, type hints, and link to official API reference for each class/method used.

SKILL.md on GitHub

Sponsors

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Details

Repository
github.com/github/awesome-copilot
Categories
Git & Pull Requests, AI & Agent Building, Debugging, Python

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