Welcome to OGeek Q&A Community for programmer and developer-Open, Learning and Share
Welcome To Ask or Share your Answers For Others

Categories

0 votes
465 views
in Technique[技术] by (71.8m points)

pycharm - Python: Typehints for argparse.Namespace objects

Is there a way to have Python static analyzers (e.g. in PyCharm, other IDEs) pick up on Typehints on argparse.Namespace objects? Example:

parser = argparse.ArgumentParser()
parser.add_argument('--somearg')
parsed = parser.parse_args(['--somearg','someval'])  # type: argparse.Namespace
the_arg = parsed.somearg  # <- Pycharm complains that parsed object has no attribute 'somearg'

If I remove the type declaration in the inline comment, PyCharm doesn't complain, but it also doesn't pick up on invalid attributes. For example:

parser = argparse.ArgumentParser()
parser.add_argument('--somearg')
parsed = parser.parse_args(['--somearg','someval'])  # no typehint
the_arg = parsed.somaerg   # <- typo in attribute, but no complaint in PyCharm.  Raises AttributeError when executed.

Any ideas?


Update

Inspired by Austin's answer below, the simplest solution I could find is one using namedtuples:

from collections import namedtuple
ArgNamespace = namedtuple('ArgNamespace', ['some_arg', 'another_arg'])

parser = argparse.ArgumentParser()
parser.add_argument('--some-arg')
parser.add_argument('--another-arg')
parsed = parser.parse_args(['--some-arg', 'val1', '--another-arg', 'val2'])  # type: ArgNamespace

x = parsed.some_arg  # good...
y = parsed.another_arg  # still good...
z = parsed.aint_no_arg  # Flagged by PyCharm!

While this is satisfactory, I still don't like having to repeat the argument names. If the argument list grows considerably, it will be tedious updating both locations. What would be ideal is somehow extracting the arguments from the parser object like the following:

parser = argparse.ArgumentParser()
parser.add_argument('--some-arg')
parser.add_argument('--another-arg')
MagicNamespace = parser.magically_extract_namespace()
parsed = parser.parse_args(['--some-arg', 'val1', '--another-arg', 'val2'])  # type: MagicNamespace

I haven't been able to find anything in the argparse module that could make this possible, and I'm still unsure if any static analysis tool could be clever enough to get those values and not bring the IDE to a grinding halt.

Still searching...


Update 2

Per hpaulj's comment, the closest thing I could find to the method described above that would "magically" extract the attributes of the parsed object is something that would extract the dest attribute from each of the parser's _actions.:

parser = argparse.ArgumentParser()
parser.add_argument('--some-arg')
parser.add_argument('--another-arg')
MagicNamespace = namedtuple('MagicNamespace', [act.dest for act in parser._actions])
parsed = parser.parse_args(['--some-arg', 'val1', '--another-arg', 'val2'])  # type: MagicNamespace

But this still does not cause attribute errors to get flagged in static analysis. This is true also true if I pass namespace=MagicNamespace in the parser.parse_args call.

See Question&Answers more detail:os

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome To Ask or Share your Answers For Others

1 Reply

0 votes
by (71.8m points)

Typed argument parser was made for exactly this purpose. It wraps argparse. Your example is implemented as:

from tap import Tap


class ArgumentParser(Tap):
    somearg: str


parsed = ArgumentParser().parse_args(['--somearg', 'someval'])
the_arg = parsed.somearg

Here's a picture of it in action. enter image description here

It's on PyPI and can be installed with: pip install typed-argument-parser

Full disclosure: I'm one of the creators of this library.


与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
OGeek|极客中国-欢迎来到极客的世界,一个免费开放的程序员编程交流平台!开放,进步,分享!让技术改变生活,让极客改变未来! Welcome to OGeek Q&A Community for programmer and developer-Open, Learning and Share
Click Here to Ask a Question

...