# Pythonic FP - Functional tools
PyPI project
[pythonic-fp.fptools](https://pypi.org/project/pythonic-fp.fptools/)
Functional programming tools which endeavor to be Pythonic.
- Subclassable Boolean datatype (*module* `pythonic_fp.fptools.bool`)
- Functions as first class objects (*module* `pythonic_fp.fptools.function`)
- Lazy (non-strict) function evaluation (*module* `pythonic_fp.fptools.lazy`)
- Singletons (*module* `pythonic_fp.fptools.singletons`)
- 3 singleton classes representing
- a missing value (actually missing, not potentially missing)
- a sentinel values
- a failed calculation
- State monad implementation (*module* `pythonic_fp.fptools.state`)
- pure FP handling of state (the state monad)
- Classic FP implementation
- the monad encapsulates a state transformation, not a "state"
This PyPI project is part of of the grscheller
[pythonic-fp namespace projects](https://github.com/grscheller/pythonic-fp/blob/main/README.md).
**Warning:** The maintainer intends to break out the first, forth and
fifth modules to their own repos sometime in the near future.
## Documentation
Documentation for package
[GitHub Pages](https://grscheller.github.io/pythonic-fp/fptools/API/development/build/html)
hosted on GitHub pages.
## Copyright and License
Copyright (c) 2023-2025 Geoffrey R. Scheller. Licensed under the Apache
License, Version 2.0. See the LICENSE file for details.
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"description": "# Pythonic FP - Functional tools\n\n\nPyPI project\n[pythonic-fp.fptools](https://pypi.org/project/pythonic-fp.fptools/)\nFunctional programming tools which endeavor to be Pythonic.\n\n- Subclassable Boolean datatype (*module* `pythonic_fp.fptools.bool`)\n- Functions as first class objects (*module* `pythonic_fp.fptools.function`)\n- Lazy (non-strict) function evaluation (*module* `pythonic_fp.fptools.lazy`)\n- Singletons (*module* `pythonic_fp.fptools.singletons`)\n - 3 singleton classes representing\n - a missing value (actually missing, not potentially missing)\n - a sentinel values\n - a failed calculation\n- State monad implementation (*module* `pythonic_fp.fptools.state`)\n - pure FP handling of state (the state monad)\n - Classic FP implementation\n - the monad encapsulates a state transformation, not a \"state\"\n\nThis PyPI project is part of of the grscheller\n[pythonic-fp namespace projects](https://github.com/grscheller/pythonic-fp/blob/main/README.md).\n\n**Warning:** The maintainer intends to break out the first, forth and\nfifth modules to their own repos sometime in the near future.\n\n## Documentation\n\nDocumentation for package\n[GitHub Pages](https://grscheller.github.io/pythonic-fp/fptools/API/development/build/html)\nhosted on GitHub pages.\n\n## Copyright and License\n\nCopyright (c) 2023-2025 Geoffrey R. Scheller. Licensed under the Apache\nLicense, Version 2.0. See the LICENSE file for details.\n",
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