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@ -5420,7 +5420,7 @@ def traverse_obj(
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Each of the provided `paths` is tested and the first producing a valid result will be returned.
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The next path will also be tested if the path branched but no results could be found.
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Supported values for traversal are `Mapping`, `Sequence` and `re.Match`.
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A value of None is treated as the absence of a value.
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Unhelpful values (`[]`, `{}`, `None`) are treated as the absence of a value and discarded.
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The paths will be wrapped in `variadic`, so that `'key'` is conveniently the same as `('key', )`.
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@ -5446,6 +5446,8 @@ def traverse_obj(
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@params paths Paths which to traverse by.
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@param default Value to return if the paths do not match.
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If the last key in the path is a `dict`, it will apply to each value inside
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the dict instead, depth first. Try to avoid if using nested `dict` keys.
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@param expected_type If a `type`, only accept final values of this type.
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If any other callable, try to call the function on each result.
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If the last key in the path is a `dict`, it will apply to each value inside
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@ -5460,12 +5462,15 @@ def traverse_obj(
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@param traverse_string Whether to traverse into objects as strings.
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If `True`, any non-compatible object will first be
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converted into a string and then traversed into.
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The return value of that path will be a string instead,
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not respecting any further branching.
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@returns The result of the object traversal.
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If successful, `get_all=True`, and the path branches at least once,
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then a list of results is returned instead.
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A list is always returned if the last path branches and no `default` is given.
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If no `default` is given and the last path branches, a `list` of results
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is always returned. If a path ends on a `dict` that result will always be a `dict`.
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"""
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is_sequence = lambda x: isinstance(x, collections.abc.Sequence) and not isinstance(x, (str, bytes))
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casefold = lambda k: k.casefold() if isinstance(k, str) else k
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@ -5475,87 +5480,94 @@ def traverse_obj(
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else:
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type_test = lambda val: try_call(expected_type or IDENTITY, args=(val,))
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def apply_key(key, test_type, obj):
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def apply_key(key, obj, is_last):
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branching = False
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result = None
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if obj is None:
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return
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pass
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elif key is None:
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yield obj
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result = obj
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elif isinstance(key, set):
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assert len(key) == 1, 'Set should only be used to wrap a single item'
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item = next(iter(key))
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if isinstance(item, type):
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if isinstance(obj, item):
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yield obj
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result = obj
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else:
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yield try_call(item, args=(obj,))
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result = try_call(item, args=(obj,))
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elif isinstance(key, (list, tuple)):
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for branch in key:
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_, result = apply_path(obj, branch, test_type)
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yield from result
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branching = True
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result = itertools.chain.from_iterable(
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apply_path(obj, branch, is_last)[0] for branch in key)
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elif key is ...:
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branching = True
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if isinstance(obj, collections.abc.Mapping):
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yield from obj.values()
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result = obj.values()
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elif is_sequence(obj):
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yield from obj
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result = obj
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elif isinstance(obj, re.Match):
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yield from obj.groups()
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result = obj.groups()
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elif traverse_string:
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yield from str(obj)
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branching = False
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result = str(obj)
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else:
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result = ()
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elif callable(key):
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if is_sequence(obj):
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iter_obj = enumerate(obj)
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elif isinstance(obj, collections.abc.Mapping):
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branching = True
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if isinstance(obj, collections.abc.Mapping):
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iter_obj = obj.items()
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elif is_sequence(obj):
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iter_obj = enumerate(obj)
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elif isinstance(obj, re.Match):
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iter_obj = itertools.chain(
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enumerate((obj.group(), *obj.groups())),
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obj.groupdict().items())
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elif traverse_string:
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branching = False
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iter_obj = enumerate(str(obj))
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else:
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return
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yield from (v for k, v in iter_obj if try_call(key, args=(k, v)))
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iter_obj = ()
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result = (v for k, v in iter_obj if try_call(key, args=(k, v)))
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if not branching: # string traversal
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result = ''.join(result)
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elif isinstance(key, dict):
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iter_obj = ((k, _traverse_obj(obj, v, test_type=test_type)) for k, v in key.items())
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yield {k: v if v is not None else default for k, v in iter_obj
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if v is not None or default is not NO_DEFAULT}
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iter_obj = ((k, _traverse_obj(obj, v, False, is_last)) for k, v in key.items())
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result = {
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k: v if v is not None else default for k, v in iter_obj
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if v is not None or default is not NO_DEFAULT
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} or None
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elif isinstance(obj, collections.abc.Mapping):
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yield (obj.get(key) if casesense or (key in obj)
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else next((v for k, v in obj.items() if casefold(k) == key), None))
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result = (obj.get(key) if casesense or (key in obj) else
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next((v for k, v in obj.items() if casefold(k) == key), None))
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elif isinstance(obj, re.Match):
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if isinstance(key, int) or casesense:
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with contextlib.suppress(IndexError):
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yield obj.group(key)
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return
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result = obj.group(key)
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if not isinstance(key, str):
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return
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yield next((v for k, v in obj.groupdict().items() if casefold(k) == key), None)
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else:
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if is_user_input:
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key = (int_or_none(key) if ':' not in key
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else slice(*map(int_or_none, key.split(':'))))
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if not isinstance(key, (int, slice)):
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return
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elif isinstance(key, str):
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result = next((v for k, v in obj.groupdict().items() if casefold(k) == key), None)
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elif isinstance(key, (int, slice)):
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if not is_sequence(obj):
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if not traverse_string:
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return
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obj = str(obj)
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if traverse_string:
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with contextlib.suppress(IndexError):
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result = str(obj)[key]
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else:
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branching = isinstance(key, slice)
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with contextlib.suppress(IndexError):
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result = obj[key]
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with contextlib.suppress(IndexError):
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yield obj[key]
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return branching, result if branching else (result,)
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def lazy_last(iterable):
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iterator = iter(iterable)
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@ -5569,45 +5581,54 @@ def traverse_obj(
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yield True, prev
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def apply_path(start_obj, path, test_type=False):
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def apply_path(start_obj, path, test_type):
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objs = (start_obj,)
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has_branched = False
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key = None
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for last, key in lazy_last(variadic(path, (str, bytes, dict, set))):
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if is_user_input and key == ':':
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key = ...
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if is_user_input and isinstance(key, str):
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if key == ':':
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key = ...
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elif ':' in key:
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key = slice(*map(int_or_none, key.split(':')))
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elif int_or_none(key) is not None:
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key = int(key)
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if not casesense and isinstance(key, str):
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key = key.casefold()
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if key is ... or isinstance(key, (list, tuple)) or callable(key):
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has_branched = True
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if __debug__ and callable(key):
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# Verify function signature
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inspect.signature(key).bind(None, None)
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key_func = functools.partial(apply_key, key, last)
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objs = itertools.chain.from_iterable(map(key_func, objs))
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new_objs = []
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for obj in objs:
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branching, results = apply_key(key, obj, last)
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has_branched |= branching
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new_objs.append(results)
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objs = itertools.chain.from_iterable(new_objs)
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if test_type and not isinstance(key, (dict, list, tuple)):
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objs = map(type_test, objs)
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return has_branched, objs
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def _traverse_obj(obj, path, use_list=True, test_type=True):
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has_branched, results = apply_path(obj, path, test_type)
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results = LazyList(x for x in results if x is not None)
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return objs, has_branched, isinstance(key, dict)
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def _traverse_obj(obj, path, allow_empty, test_type):
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results, has_branched, is_dict = apply_path(obj, path, test_type)
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results = LazyList(item for item in results if item not in (None, [], {}))
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if get_all and has_branched:
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return results.exhaust() if results or use_list else None
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if results:
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return results.exhaust()
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if allow_empty:
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return [] if default is NO_DEFAULT else default
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return None
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return results[0] if results else None
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return results[0] if results else {} if allow_empty and is_dict else None
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for index, path in enumerate(paths, 1):
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use_list = default is NO_DEFAULT and index == len(paths)
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result = _traverse_obj(obj, path, use_list)
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result = _traverse_obj(obj, path, index == len(paths), True)
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if result is not None:
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return result
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