import inspect
import sys

from .cop import cop  # noqa
from .geometry import (  # noqa
    max_length_scale,
    mean_eccentricity,
    mean_length_scale,
    mean_perimeter_length,
)
from .iorg import iorg  # noqa
from .num_objects import num_objects  # noqa
from .scai import scai  # noqa


def _find_labelled_objects_functions():
    """
    Look through the functions available in this module and return all the ones
    that look like they operate on labelled objects
    """

    def _num_args_without_default_value(fn_sig):
        return len(
            [
                param
                for param in fn_sig.parameters.values()
                if param.default is inspect._empty
            ]
        )

    def _takes_object_labels_kwarg(fn):
        fn_sig = inspect.signature(fn)
        return (
            "object_labels" in fn_sig.parameters
            and _num_args_without_default_value(fn_sig) == 1
        )

    fns = [
        (fn_name, fn)
        for (fn_name, fn) in inspect.getmembers(
            sys.modules[__name__], inspect.isfunction
        )
        if not fn_name.startswith("_") and _takes_object_labels_kwarg(fn)
    ]

    return dict(fns)


ALL_METRIC_FUNCTIONS = _find_labelled_objects_functions()

fe6fff7cb48bf21fb2e2b308096588d88bf20697
<mask token>

<mask token>


def _find_labelled_objects_functions():
    """
    Look through the functions available in this module and return all the ones
    that look like they operate on labelled objects
    """

    def _num_args_without_default_value(fn_sig):
        return len([param for param in fn_sig.parameters.values() if param.
            default is inspect._empty])

    def _takes_object_labels_kwarg(fn):
        fn_sig = inspect.signature(fn)
        return ('object_labels' in fn_sig.parameters and 
            _num_args_without_default_value(fn_sig) == 1)
    fns = [(fn_name, fn) for fn_name, fn in inspect.getmembers(sys.modules[
        __name__], inspect.isfunction) if not fn_name.startswith('_') and
        _takes_object_labels_kwarg(fn)]
    return dict(fns)


<mask token>

<mask token>


def _find_labelled_objects_functions():
    """
    Look through the functions available in this module and return all the ones
    that look like they operate on labelled objects
    """

    def _num_args_without_default_value(fn_sig):
        return len([param for param in fn_sig.parameters.values() if param.
            default is inspect._empty])

    def _takes_object_labels_kwarg(fn):
        fn_sig = inspect.signature(fn)
        return ('object_labels' in fn_sig.parameters and 
            _num_args_without_default_value(fn_sig) == 1)
    fns = [(fn_name, fn) for fn_name, fn in inspect.getmembers(sys.modules[
        __name__], inspect.isfunction) if not fn_name.startswith('_') and
        _takes_object_labels_kwarg(fn)]
    return dict(fns)


ALL_METRIC_FUNCTIONS = _find_labelled_objects_functions()

import inspect
import sys
from .cop import cop
from .geometry import max_length_scale, mean_eccentricity, mean_length_scale, mean_perimeter_length
from .iorg import iorg
from .num_objects import num_objects
from .scai import scai


def _find_labelled_objects_functions():
    """
    Look through the functions available in this module and return all the ones
    that look like they operate on labelled objects
    """

    def _num_args_without_default_value(fn_sig):
        return len([param for param in fn_sig.parameters.values() if param.
            default is inspect._empty])

    def _takes_object_labels_kwarg(fn):
        fn_sig = inspect.signature(fn)
        return ('object_labels' in fn_sig.parameters and 
            _num_args_without_default_value(fn_sig) == 1)
    fns = [(fn_name, fn) for fn_name, fn in inspect.getmembers(sys.modules[
        __name__], inspect.isfunction) if not fn_name.startswith('_') and
        _takes_object_labels_kwarg(fn)]
    return dict(fns)


ALL_METRIC_FUNCTIONS = _find_labelled_objects_functions()

import inspect
import sys

from .cop import cop  # noqa
from .geometry import (  # noqa
    max_length_scale,
    mean_eccentricity,
    mean_length_scale,
    mean_perimeter_length,
)
from .iorg import iorg  # noqa
from .num_objects import num_objects  # noqa
from .scai import scai  # noqa


def _find_labelled_objects_functions():
    """
    Look through the functions available in this module and return all the ones
    that look like they operate on labelled objects
    """

    def _num_args_without_default_value(fn_sig):
        return len(
            [
                param
                for param in fn_sig.parameters.values()
                if param.default is inspect._empty
            ]
        )

    def _takes_object_labels_kwarg(fn):
        fn_sig = inspect.signature(fn)
        return (
            "object_labels" in fn_sig.parameters
            and _num_args_without_default_value(fn_sig) == 1
        )

    fns = [
        (fn_name, fn)
        for (fn_name, fn) in inspect.getmembers(
            sys.modules[__name__], inspect.isfunction
        )
        if not fn_name.startswith("_") and _takes_object_labels_kwarg(fn)
    ]

    return dict(fns)


ALL_METRIC_FUNCTIONS = _find_labelled_objects_functions()
