CLI Parameter Types Intro
You can use several data types for the CLI options and CLI arguments, and you can add data validation requirements too.
Data conversion¶
When you declare a CLI parameter with some type Typer will convert the data received from the command line to that data type.
For example:
import typer_cloup as typer
def main(name: str, age: int = 20, height_meters: float = 1.89, female: bool = True):
typer.echo(f"NAME is {name}, of type: {type(name)}")
typer.echo(f"--age is {age}, of type: {type(age)}")
typer.echo(f"--height-meters is {height_meters}, of type: {type(height_meters)}")
typer.echo(f"--female is {female}, of type: {type(female)}")
if __name__ == "__main__":
typer.run(main)
In this example, the value received for the CLI argument NAME
will be treated as str
.
The value for the CLI option --age
will be converted to an int
and --height-meters
will be converted to a float
.
And as female
is a bool
CLI option, Typer will convert it to a "flag" --female
and the counterpart --no-female
.
And here's how it looks like:
$ python main.py --help
// Notice how --age is an INTEGER and --height-meters is a FLOAT
Usage: main.py [OPTIONS] NAME
Arguments:
NAME [required]
Options:
--age INTEGER [default: 20]
--height-meters FLOAT [default: 1.89]
--female / --no-female [default: female]
--help Show this message and exit.
// Call it with CLI parameters
$ python main.py Camila --age 15 --height-meters 1.70 --female
// All the data has the correct Python type
NAME is Camila, of type: class 'str'
--age is 15, of type: class 'int'
--height-meters is 1.7, of type: class 'float'
--female is True, of type: class 'bool'
// And if you pass an incorrect type
$ python main.py Camila --age 15.3
Usage: main.py [OPTIONS] NAME
Try "main.py --help" for help.
Error: Invalid value for '--age': 15.3 is not a valid integer
// Because 15.3 is not an INTEGER (it's a float)
Watch next¶
See more about specific types and validations in the next sections...
Technical Details
All the types you will see in the next sections are handled underneath by Click's Parameter Types.