guesslang: guess programming language

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 --help

usage: guesslang [-h] [-p] [-l] [--train TRAINING_DIRECTORY]
                 [--steps TRAINING_STEPS] [--model MODEL_DIR] [-d]
                 [filename]

Guess the programming language of a given source code

positional arguments:
  filename              source code file. Reads from the standard input (stdin)
                        if no file is given

optional arguments:
  -h, --help            show this help message and exit
  -p, --probabilities   show match probability of a given source code with each
                        of the supported programming languages
  -l, --list-supported  list the supported programming languages
  --train TRAINING_DIRECTORY
                        train from a directory containing source code files.
                        The source files should be split in 3 directories
                        named: train, valid, test. --model and --steps values
                        should be provided when using --train
  --steps TRAINING_STEPS
                        number of steps training steps. The model accuracy and
                        the training time increase with the number of steps
  --model MODEL_DIR     custom Guesslang trained model directory
  -d, --debug           show debug messages

guesslang /bin/which

# ⟶ 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               80.53%
#  Batchfile             6.16%
#  CoffeeScript          2.18%
#  Markdown              1.66%
#  JavaScript            1.47%
# ...