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[utils] traverse_obj
: Various improvements
- Add `set` key for transformations/filters - Add `re.Match` group names - Fix behavior for `expected_type` with `dict` key - Raise for filter function signature mismatch in debug Authored by: Grub4K
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@@ -5424,6 +5424,9 @@ def traverse_obj(
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The keys in the path can be one of:
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- `None`: Return the current object.
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- `set`: Requires the only item in the set to be a type or function,
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like `{type}`/`{func}`. If a `type`, returns only values
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of this type. If a function, returns `func(obj)`.
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- `str`/`int`: Return `obj[key]`. For `re.Match`, return `obj.group(key)`.
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- `slice`: Branch out and return all values in `obj[key]`.
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- `Ellipsis`: Branch out and return a list of all values.
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@@ -5432,6 +5435,8 @@ def traverse_obj(
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- `function`: Branch out and return values filtered by the function.
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Read as: `[value for key, value in obj if function(key, value)]`.
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For `Sequence`s, `key` is the index of the value.
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For `re.Match`es, `key` is the group number (0 = full match)
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as well as additionally any group names, if given.
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- `dict` Transform the current object and return a matching dict.
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Read as: `{key: traverse_obj(obj, path) for key, path in dct.items()}`.
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@@ -5441,6 +5446,8 @@ def traverse_obj(
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@param default Value to return if the paths do not match.
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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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the dict instead, recursively. This does respect branching paths.
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@param get_all If `False`, return the first matching result, otherwise all matching ones.
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@param casesense If `False`, consider string dictionary keys as case insensitive.
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@@ -5466,16 +5473,25 @@ 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, obj):
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def apply_key(key, test_type, obj):
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if obj is None:
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return
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elif key is None:
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yield 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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else:
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yield 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)
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_, result = apply_path(obj, branch, test_type)
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yield from result
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elif key is ...:
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@@ -5494,7 +5510,9 @@ def traverse_obj(
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elif isinstance(obj, collections.abc.Mapping):
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iter_obj = obj.items()
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elif isinstance(obj, re.Match):
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iter_obj = enumerate((obj.group(), *obj.groups()))
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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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iter_obj = enumerate(str(obj))
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else:
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@@ -5502,7 +5520,7 @@ def traverse_obj(
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yield from (v for k, v in iter_obj if try_call(key, args=(k, v)))
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elif isinstance(key, dict):
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iter_obj = ((k, _traverse_obj(obj, v)) for k, v in key.items())
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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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@@ -5537,11 +5555,24 @@ def traverse_obj(
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with contextlib.suppress(IndexError):
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yield obj[key]
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def apply_path(start_obj, path):
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def lazy_last(iterable):
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iterator = iter(iterable)
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prev = next(iterator, NO_DEFAULT)
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if prev is NO_DEFAULT:
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return
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for item in iterator:
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yield False, prev
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prev = item
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yield True, prev
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def apply_path(start_obj, path, test_type=False):
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objs = (start_obj,)
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has_branched = False
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for key in variadic(path):
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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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@@ -5551,14 +5582,21 @@ def traverse_obj(
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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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key_func = functools.partial(apply_key, key)
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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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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):
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has_branched, results = apply_path(obj, path)
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results = LazyList(x for x in map(type_test, results) if x is not None)
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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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if get_all and has_branched:
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return results.exhaust() if results or use_list else None
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