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https://github.com/breezewhite/calc_pi

All kinds of algorithms to calculate PI implemented in Rust. Calculate to 1 million digits in less than a second.
https://github.com/breezewhite/calc_pi

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All kinds of algorithms to calculate PI implemented in Rust. Calculate to 1 million digits in less than a second.

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# Pi Calculation in Rust (*Also available in Python*)

[![Crates.io](https://img.shields.io/crates/v/calc_pi.svg)](https://crates.io/crates/calc_pi)
[![PyPI](https://img.shields.io/pypi/v/calc-pi.svg?color=blue)](https://pypi.org/project/calc-pi/)

This is a Rust CLI tool for calculating Pi digits using various algorithms. It can compute to a million digits of Pi in less than 1 second (see [below](#performance)).

Supported algorithms are listed as follows:

| Algorithm | Note |
| --------- | --- |
| [Leibniz](https://en.wikipedia.org/wiki/Leibniz_formula_for_π) | Slowest |
| [Bailey-Borwein-Plouffe (BBP)](https://en.wikipedia.org/wiki/Bailey%E2%80%93Borwein%E2%80%93Plouffe_formula) | |
| [Spigot Gosper](https://www.gavalas.dev/blog/spigot-algorithms-for-pi-in-python/#using-gospers-series) | |
| [Newton 9th Order Convergence](https://www.hvks.com/Numerical/Downloads/HVE%20Practical%20implementation%20of%20PI%20Algorithms.pdf) | Page 9 of the paper |
| [Borwein's Formula](https://en.wikipedia.org/wiki/Borwein%27s_algorithm#Nonic_convergence) | |
| [Brent-Salamin](https://mathworld.wolfram.com/Brent-SalaminFormula.html) | |
| [Gauss-Legendre](https://en.wikipedia.org/wiki/Gauss%E2%80%93Legendre_algorithm) | Only slightly different from Brent-Salamin. |
| [Machin-like Formula](https://en.wikipedia.org/wiki/Machin-like_formula#Two-term_formulas) | Using arctan to calculate Pi. |
| [Chudnovsky](https://en.wikipedia.org/wiki/Chudnovsky_algorithm) | |
| [Chudnovsky Binary Splitting](https://www.craig-wood.com/nick/articles/pi-chudnovsky/) | World record-breaking algorithm. |
| [Chudnovsky Binary Splitting Parallelized](https://yamakuramun.info/2024/05/26/686/) | Fastest. |

## Installation

## From Release
Available for Linux and Windows.
```bash
# Install cargo-binstall if you haven't already
curl -L --proto '=https' --tlsv1.2 -sSf https://raw.githubusercontent.com/cargo-bins/cargo-binstall/main/install-from-binstall-release.sh | bash

# Use cargo binstall to install calc_pi
cargo binstall calc_pi
```

**From Source**

For Windows, please follow [BUILD_WIN.md](BUILD_WIN.md).
```bash
cargo install calc_pi
# Or
cargo install --git https://github.com/BreezeWhite/calc_pi/
```

**For Python**

Available for Linux and Windows (python=3.12).
```bash
pip install calc-pi
```
```python
import calc_pi

# Calculate Pi to 1000 digits using Chudnovsky algorithm
print(calc_pi.chudnovsky(1000)) # 3.1415926535897932...
```

## Usage

```bash
CLI for calculating millions of Pi digits within seconds. Various algorithms are supported.

Usage: calc_pi [OPTIONS]

Commands:
leibniz Leibniz formula
bbp Bailey–Borwein–Plouffe formula
spg Spigot Gosper algorithm
newton Newton method. 9th order convergence
bn Borwein algorithm nonic (9th) convergence version
bs Brent–Salamin algorithm
gl Gauss–Legendre algorithm
ag Machin-like formulas (arctan)
chu Chudnovsky algorithm
cb Chudnovsky algorithm with binary splitting
cbp Chudnovsky algorithm with binary splitting and multi-thread
help Print this message or the help of the given subcommand(s)

Options:
-p, --prec Precision of Pi to calculate in digits [default: 1000]
--measure-time Measure and show the runtime
--output-to Path of file to output and store the calculated Pi digits
-h, --help Print help
-V, --version Print version
```

```bash
# Calculate Pi with Chudnovsky binary splitting algorithm to 1,000,000 digits.
calc_pi -p 1000000 cbp

# Show the runtime.
calc_pi -p 1000000 --measure-time cbp

# Output the result to file
calc_pi -p 1000000 --output-to pi.txt cbp
```

## Recommended Reading
- [Practical implementation of PI Algorithms](https://www.hvks.com/Numerical/Downloads/HVE%20Practical%20implementation%20of%20PI%20Algorithms.pdf): This paper provides a comprehensive overview of various algorithms for calculating Pi, including their implementation details and performance comparisons.
- [Craig Wood's article on Chudnovsky algorithm](https://www.craig-wood.com/nick/articles/pi-chudnovsky): A detailed explanation of the Chudnovsky algorithm, including its mathematical background and implementation.

## Performance

**Test Environment**
- OS: Ubuntu 20.04
- CPU: Intel(R) Core(TM) i7-10700 CPU @ 2.90GHz
- RAM: 16GB
- Rust Version: 1.86.0
- Cargo Version: 1.86.0

| Algorithm | 9 digits | 1K digits | 10K digits | 100K digits | 1M digits | 10M digits |
| --------- | -------- | --------- | ---------- | ----------- | --------- | --------- |
| Leibniz | 28.568 s | - | - | - | - | - |
| Bailey-Borwein-Plouffe | - | 2.5 ms | 660.3 ms | 208.9 s | - | - |
| Spigot Gosper | - | 3.1 ms | 867.6 ms | 250.217 s | - | - |
| Newton | - | 5.2 ms | 43.7 ms | 1.421 s | 30.475 s | - |
| Borwein Nonic | - | 3.6 ms | 159.6 ms | 5.123 s | 68.424 s | - |
| Brent-Salamin | - | - | 3.2 ms | 70.8 ms | 1.231 s | 21.364 s |
| Gauss-Legendre | - | - | 3.5 ms | 70.6 ms | 1.229 s | 21.121 s |
| Machin-like Formula | - | 1.9 ms | 14.9 ms | 465.4 ms | 8.673 s | - |
| Chudnovsky | - | - | 5.1 ms | 369.2 ms | 38.22 s | - |
| Chudnovsky Binary Splitting | - | - | 2.0 ms | 23.5 ms | 434.1 ms | 7.9 s |
| Chudnovsky Binary Splitting Parallelized | - | - | - | 19.9 ms | 293.7 ms | 4.628 s |
| | | | | | | |
| [compute-pi](https://github.com/sekika/compute-pi) | - | - | 4.4 ms | 140.1 ms | 2.405 s | 41.752 s |

| Algorithm | 100M digits |
| --------- | ----------- |
| Chudnovsky Binary Splitting | 109.58 s |
| Chudnovsky Binary Splitting Parallelized | 48.739 s |
| | | | | | | |
| [y-cruncher](https://www.numberworld.org/y-cruncher/) (single-thread) | 21.908 s |
| [y-cruncher](https://www.numberworld.org/y-cruncher/) (multi-thread) | 5.354 s |

## Notes
- Parallel version of Chudnovsky Binary Splitting uses half of the CPU cores available on the system.
- Use `Integer` for variables when possible. This boosts performance significantly.

## Reference
- https://www.hvks.com/Numerical/Downloads/HVE%20Practical%20implementation%20of%20PI%20Algorithms.pdf
- https://www.craig-wood.com/nick/articles/pi-chudnovsky
- https://mathworld.wolfram.com/PiFormulas.html
- https://github.com/Pencilcaseman/iron_pi
- https://yamakuramun.info/2024/05/26/686/
- https://qiita.com/yonaka15/items/992b3306106c150f36c6
- https://github.com/elkasztano/piday25
- https://www.numberworld.org/y-cruncher/