Guesslang detects the programming language of a given source code:
echo '
package main
import "fmt"
func main() {
fmt.Println("My mascot is a gopher and Google loves me. Who am I?")
}
' | guesslang
# ⟶ Programming language: Go
Guesslang supports 54 programming languages
:
Languages | ||||
---|---|---|---|---|
Assembly |
Batchfile |
C |
C# |
C++ |
Clojure |
CMake |
COBOL |
CoffeeScript |
CSS |
CSV |
Dart |
DM |
Dockerfile |
Elixir |
Erlang |
Fortran |
Go |
Groovy |
Haskell |
HTML |
INI |
Java |
JavaScript |
JSON |
Julia |
Kotlin |
Lisp |
Lua |
Makefile |
Markdown |
Matlab |
Objective-C |
OCaml |
Pascal |
Perl |
PHP |
PowerShell |
Prolog |
Python |
R |
Ruby |
Rust |
Scala |
Shell |
SQL |
Swift |
TeX |
TOML |
TypeScript |
Verilog |
Visual Basic |
XML |
YAML |
With a guessing accuracy higher than 90%.
Visual Studio Code detects the programming language of the source code that you paste into the editor using Guesslang machine learning model.
Chameledit is a simple web-editor that automatically highlights your code.
Guesslang documentation is available at https://guesslang.readthedocs.io/en/latest/
Guesslang language detection explained here https://guesslang.readthedocs.io/en/latest/contents.html#how-does-guesslang-guess
Guesslang is based on Tensorflow machine learning framework
Python 3.7+ is required
Install the latest stable version:
pip3 install guesslang
pip3 install .
To run Tensorflow on Microsoft Windows you need to install Visual C++ runtime libraries, available on Microsoft website
guesslang --help
/etc/bashrc
configuration file:guesslang /etc/bashrc
# ⟶ Programming language: Shell
echo '
/** Turn command line arguments to uppercase */
object Main {
def main(args: Array[String]) {
val res = for (a <- args) yield a.toUpperCase
println("Arguments: " + res.toString)
}
}
' | guesslang
# ⟶ Programming language: Scala
echo "
def qsort(items):
if not items:
return []
else:
pivot = items[0]
less = [x for x in items if x < pivot]
more = [x for x in items[1:] if x >= pivot]
return qsort(less) + [pivot] + qsort(more)
if __name__ == '__main__':
items = [1, 4, 2, 7, 9, 3]
print(f'Sorted: {qsort(items)}')
" | guesslang --probabilities
# Language name Probability
# Python 74.80%
# Haskell 6.73%
# CoffeeScript 5.32%
# Groovy 1.95%
# Markdown 0.93%
# ...
from guesslang import Guess
guess = Guess()
name = guess.language_name("""
% Quick sort
-module (recursion).
-export ([qsort/1]).
qsort([]) -> [];
qsort([Pivot|T]) ->
qsort([X || X <- T, X < Pivot])
++ [Pivot] ++
qsort([X || X <- T, X >= Pivot]).
""")
print(name) # ⟶ Erlang
Gesslang training dataset created with GuesslangTools
Guesslang developped with Tensorflow
Guesslang icon created with AndroidAssetStudio and Eduardo Tunni's Warnes font
Example source codes used here retrieved from Rosetta Code
Guesslang — Copyright (c) 2021 Y. SOMDA, MIT License