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README.md
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README.md
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# tail_recurse: Tail Call Optimization Decorator for Python
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This library adds the ability to perform tail call optimizations in your Python code with the addition of a decorator.
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Blog Post: https://brandonrozek.com/blog/tcopython/
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This code is heavily inspired by Crutcher Dunnavant's [code snippet](https://code.activestate.com/recipes/474088-tail-call-optimization-decorator/) from 2006.
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## Installation
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```bash
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pip install tail-recurse
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```
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## Usage
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### Factorial
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Definition:
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```python
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@tail_call
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def factorial(n, acc=1):
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if n == 0:
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return acc
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return factorial(n - 1, n * acc)
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```
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Usage:
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```python
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>>> factorial(1000)
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402387260077093773543702433923003985719374864210714632543799910429938512398629020592044208486969404800479988610197196058631666872994808558901323829669944590997424504087073759918823627727188732519779505950995276120874975462497043601418278094646496291056393887437886487337119181045825783647849977012476632889835955735432513185323958463075557409114262417474349347553428646576611667797396668820291207379143853719588249808126867838374559731746136085379534524221586593201928090878297308431392844403281231558611036976801357304216168747609675871348312025478589320767169132448426236131412508780208000261683151027341827977704784635868170164365024153691398281264810213092761244896359928705114964975419909342221566832572080821333186116811553615836546984046708975602900950537616475847728421889679646244945160765353408198901385442487984959953319101723355556602139450399736280750137837615307127761926849034352625200015888535147331611702103968175921510907788019393178114194545257223865541461062892187960223838971476088506276862967146674697562911234082439208160153780889893964518263243671616762179168909779911903754031274622289988005195444414282012187361745992642956581746628302955570299024324153181617210465832036786906117260158783520751516284225540265170483304226143974286933061690897968482590125458327168226458066526769958652682272807075781391858178889652208164348344825993266043367660176999612831860788386150279465955131156552036093988180612138558600301435694527224206344631797460594682573103790084024432438465657245014402821885252470935190620929023136493273497565513958720559654228749774011413346962715422845862377387538230483865688976461927383814900140767310446640259899490222221765904339901886018566526485061799702356193897017860040811889729918311021171229845901641921068884387121855646124960798722908519296819372388642614839657382291123125024186649353143970137428531926649875337218940694281434118520158014123344828015051399694290153483077644569099073152433278288269864602789864321139083506217095002597389863554277196742822248757586765752344220207573630569498825087968928162753848863396909959826280956121450994871701244516461260379029309120889086942028510640182154399457156805941872748998094254742173582401063677404595741785160829230135358081840096996372524230560855903700624271243416909004153690105933983835777939410970027753472000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000
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```
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### Fibonacci Numbers
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Definition:
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```python
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@tail_call
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def fib(n, a=0, b=1):
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if n == 0:
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return a
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if n == 1:
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return b
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return fib(n - 1, b, a + b)
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```
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Usage:
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```python
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>>> fib(1000)
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43466557686937456435688527675040625802564660517371780402481729089536555417949051890403879840079255169295922593080322634775209689623239873322471161642996440906533187938298969649928516003704476137795166849228875
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```
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setup.py
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setup.py
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import setuptools
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with open("README.md", "r") as fh:
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long_description = fh.read()
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setuptools.setup(
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name="tail-recurse",
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version="0.1",
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author="Brandon Rozek",
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author_email="hello@brandonrozek.com",
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description="Tail Call Optimization Decorator for Python.",
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long_description=long_description,
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long_description_content_type="text/markdown",
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url="https://github.com/brandon-rozek/tail-recurse",
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packages=setuptools.find_packages(),
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classifiers=[
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"Programming Language :: Python :: 3",
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"License :: OSI Approved :: MIT License",
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"Operating System :: OS Independent",
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],
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python_requires='>=3.7',
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)
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tail_recurse/__init__.py
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tail_recurse/__init__.py
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"""
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Python Decorator that enables tail call
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optimization through Exception Trampolines.
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"""
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from dataclasses import dataclass, field
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from typing import Any, Dict, List
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import functools
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import inspect
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@dataclass
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class TailRecurseException(Exception):
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"""Exception to enable tail call recursion."""
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args: List[Any] = field(default_factory=list)
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kwargs: Dict[Any, Any] = field(default_factory=dict)
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def tail_call(func):
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"""
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Decorator that performs tail call optimization.
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Notes
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=====
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Works by throwing an exception to exit the stack
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when the function sees itself as its grandparent in
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the stack trace. It then calls itself with its new
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arguments.
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"""
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@functools.wraps(func)
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def recurse(*args, **kwargs):
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frame = inspect.currentframe()
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if frame.f_back is not None \
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and frame.f_back.f_back is not None \
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and frame.f_back.f_back.f_code == frame.f_code:
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raise TailRecurseException(args, kwargs)
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while True:
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try:
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return func(*args, **kwargs)
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except TailRecurseException as exception:
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args = exception.args
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kwargs = exception.kwargs
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return recurse
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