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insightfulpy-v0.2.0

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@dhaneshbb dhaneshbb released this 10 Oct 12:32
v0.2.0
a40885e

Release Date: 2025-10-10
Status: Beta
Python Support: 3.8 - 3.13

Version 0.2.0 is a major refactoring release introducing modular architecture, testing infrastructure, and constants-driven design. Full backward compatibility maintained.

Installation

pip install insightfulpy==0.2.0

Added

  • Modular architecture with specialized modules (core, constants, summary, statistics, data_quality, visualization, advanced_viz, analysis, comparison)
  • Constants-driven design eliminating magic numbers
  • Environment detection with _JUPYTER_AVAILABLE flag and _safe_display() function for Jupyter and terminal compatibility
  • Type marker file py.typed for PEP 561 compliance
  • Build system using pyproject.toml (PEP 517/518)
  • Testing infrastructure with pytest (69% coverage, 227 passing tests)
  • Code quality tools: Black, Flake8, mypy, isort, pre-commit hooks
  • Documentation system (user guide, API reference, developer guide, configuration, troubleshooting, gallery, examples)
  • GitHub templates for bug reports, feature requests, and pull requests
  • MANIFEST.in for distribution control

Changed

  • Refactored monolithic eda.py into modular specialized modules (eda.py now acts as backward compatibility layer)
  • Migrated package metadata from setup.py to pyproject.toml
  • Updated Python version support to 3.8-3.12
  • Elevated development status to Beta
  • Updated test dependencies (pytest>=8.0.0, pytest-cov>=6.0.0, pytest-xdist>=3.0.0)
  • Updated code quality tool versions (black>=24.0.0, flake8>=7.0.0, mypy>=1.8.0, isort>=5.12.0, pre-commit>=3.0.0)

Fixed

  • Consistent function naming across all modules
  • Type hints added for all parameters and return values
  • Warning management to prevent dependency warnings from affecting users
  • Cross-environment compatibility between Jupyter and terminal

Upgrade Notes

No migration required. All existing code from previous versions (0.1.0 - 0.1.8) will work without changes. Full backward compatibility maintained.

Links

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