https://github.com/yjg30737/high-performance-lang-comparison

Compare performance between Python, R, Go, Rust, Julia
https://github.com/yjg30737/high-performance-lang-comparison

batch cargo go golang julia performance performance-analysis performance-compare performance-comparison python r rust

Last synced: 1 day ago
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Compare performance between Python, R, Go, Rust, Julia

• Host: GitHub
• URL: https://github.com/yjg30737/high-performance-lang-comparison
• Owner: yjg30737
• License: mit
• Created: 2022-10-06T00:33:24.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-01-31T01:27:08.000Z (almost 2 years ago)
• Last Synced: 2024-08-03T23:30:46.695Z (4 months ago)
• Topics: batch, cargo, go, golang, julia, performance, performance-analysis, performance-compare, performance-comparison, python, r, rust
• Language: Rust
• Homepage:
• Size: 55.7 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# high-performance-lang-comparison

Compare performance between Python(numpy), R, Go, Rust, Julia

This checks the performance of each language by multiplying two randomized float values between 0 and 1 10,000,000 times by default.

You can change the number of times of calculation.

Maximum number is 2147483647(Limits on Integer Constants). It shall be like it since working with large arrays can be very memory-intensive and may require a lot of processing power, so the calculation may take a long time to complete.

## How to test

```powershell

python compare.py

```

## Performance comparison

In my case

```batch

Input number(10,000,000 by default): 

R: 0.928009 seconds

Go: 0.2529853 seconds

Python: 0.14574241638183594 seconds

REM updating/compiling/finished/running output for Rust

Rust: 0.0926837 seconds

Julia: 0.064706 seconds

Press Any Key...

```

How about you?

## Note

### For Rust

Rust will make a bunch of files while running the test. Feel free to remove it after you've done the test.

You can remove

```

target

Cargo.lock

```

Cargo.toml is Rust version of package.json. If you want to run Rust script, you should not delete it.

This is working for only Windows currently, because commands are running through Windows batch file.

## See Also

* pyside-lang-comparison-graph - GUI version