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Add decorator to parse function type hints #350

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50 changes: 50 additions & 0 deletions docs/guide.md
Original file line number Diff line number Diff line change
Expand Up @@ -692,6 +692,56 @@ flag (as in `--obj=True`), or by making sure there's another flag after any
boolean flag argument.


#### Type hints

Fire can be configured to use type hints information by decorating functions with `UseTypeHints()` decorator.
Only `int`, `float` and `str` type hints are respected by default, everything else is ignored (parsed as usual).
Quite common usecase is to instruct fire not to convert strings to integer/floats by supplying `str`
type annotation.

See minimal example below:

```python
import fire

from fire.decorators import UseTypeHints


@UseTypeHints() # () are mandatory here
def main(a: str, b: float):
print(type(a), type(b))


if __name__ == "__main__":
fire.Fire(main)
```

When invoked with `python command.py 1 2` this code will print `str float`.

You can set custom parsers for type hints via decorator argument, following example shows how to parse string to `pathlib.Path` object:

```python
import fire

from pathlib import Path
from fire.decorators import UseTypeHints


@UseTypeHints({Path: Path})
def main(a: Path, b: str):
print(a)


if __name__ == "__main__":
fire.Fire(main)
```

This code will convert argument `a` to `pathlib.Path`.

To override default behavior for `int`, `str`, and `float` type hints you need to add them into dictionary supplied to
`UseTypeHints` decorator.


### Using Fire Flags

Fire CLIs all come with a number of flags. These flags should be separated from
Expand Down
40 changes: 40 additions & 0 deletions fire/decorators.py
Original file line number Diff line number Diff line change
Expand Up @@ -29,6 +29,46 @@
ACCEPTS_POSITIONAL_ARGS = 'ACCEPTS_POSITIONAL_ARGS'


def UseTypeHints(type_hints_mapping=None):
"""Instruct fire to use type hints information when parsing args for this
function.
Args:
type_hints_mapping: mapping of type hints into parsing functions, by
default floats, ints and strings are treated, and all other type
hints are ignored (parsed as usual)
Returns:
The decorated function, which now has metadata telling Fire how to perform
according to type hints.
Examples:
@UseTypeHints()
def main(a, b:int, c:float=2.0)
assert isinstance(b, int)
assert isinstance(c, float)
@UseTypeHints({list: lambda s: s.split(";")})
def main(a, c: list):
assert isinstance(c, list)
"""
mapping = {float: float, int: int, str: str}
if type_hints_mapping is not None:
mapping.update(type_hints_mapping)
type_hints_mapping = mapping

def _Decorator(fn):
signature = inspect.signature(fn)
named = {}
for name, param in signature.parameters.items():
has_type_hint = param.annotation is not param.empty
if has_type_hint and param.annotation in type_hints_mapping:
named[name] = type_hints_mapping[param.annotation]
decorator = SetParseFns(**named)
decorated_func = decorator(fn)
return decorated_func
return _Decorator


def SetParseFn(fn, *arguments):
"""Sets the fn for Fire to use to parse args when calling the decorated fn.
Expand Down
40 changes: 40 additions & 0 deletions fire/decorators_test.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,8 @@
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import sys
import unittest

from fire import core
from fire import decorators
Expand Down Expand Up @@ -169,6 +171,44 @@ def testSetParseFn(self):
command=['example7', '1', '--arg2=2', '3', '4', '--kwarg=5']),
('1', '2', ('3', '4'), {'kwarg': '5'}))

@unittest.skipIf(sys.version_info < (3, 5),
'Type hints were introduced in python 3.5')
def testDefaultTypeHints(self):
# need to hide type hints syntax behind exec
# otherwise old python parser will fail
#pylint: disable=exec-used
exec("""@decorators.UseTypeHints()
def exampleWithSimpleTypeHints(a: int, b: str, c, d : float = None):
return a, b, c, d""")


self.assertEqual(
core.Fire(locals()['exampleWithSimpleTypeHints'],
command=['1', '2', '3', '--d=4']),
(1, '2', 3, 4)
)

@unittest.skipIf(sys.version_info < (3, 5),
'Type hints were introduced in python 3.5')
def testCustomTypeHints(self):
# need to hide type hints syntax behind exec
# otherwise old python parser will fail
#pylint: disable=exec-used
exec("""from pathlib import Path


@decorators.UseTypeHints({
list: lambda arg: list(map(int, arg.split(";"))),
Path: Path})
def exampleWithComplexHints(a: Path, b, c: list, d : list = None):
return a, b, c, d""")

self.assertEqual(
core.Fire(locals()['exampleWithComplexHints'],
command=['1', '2', '3', '--d=4;5;6']),
(locals()['Path']('1'), 2, [3], [4, 5, 6])
)


if __name__ == '__main__':
testutils.main()