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[utils] Improve traverse_obj
* Allow skipping a level: `traverse_obj([{k:v1}, {k:v2}], (None, k))` => `[v1, v2]` * Make keys variadic: `traverse_obj(obj, k1: str, k2: str)` => `traverse_obj(obj, (k1,), (k2,))` * Fetch from multiple keys: `traverse_obj([{k1:[1], k2:[2], k3:[3]}], (0, (k1, k2), 0))` => `[1, 2]` TODO: Add tests
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@ -6225,9 +6225,14 @@ def load_plugins(name, suffix, namespace):
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def traverse_obj(
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obj, *key_list, default=None, expected_type=None,
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obj, *path_list, default=None, expected_type=None,
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casesense=True, is_user_input=False, traverse_string=False):
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''' Traverse nested list/dict/tuple
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@param path_list A list of paths which are checked one by one.
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Each path is a list of keys where each key is a string,
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a tuple of strings or "...". When a tuple is given,
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all the keys given in the tuple are traversed, and
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"..." traverses all the keys in the object
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@param default Default value to return
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@param expected_type Only accept final value of this type
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@param casesense Whether to consider dictionary keys as case sensitive
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@ -6235,23 +6240,38 @@ def traverse_obj(
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strings are converted to int/slice if necessary
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@param traverse_string Whether to traverse inside strings. If True, any
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non-compatible object will also be converted into a string
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# TODO: Write tests
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'''
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if not casesense:
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_lower = lambda k: k.lower() if isinstance(k, str) else k
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key_list = ((_lower(k) for k in keys) for keys in key_list)
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path_list = (map(_lower, variadic(path)) for path in path_list)
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def _traverse_obj(obj, keys):
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for key in list(keys):
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if isinstance(obj, dict):
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def _traverse_obj(obj, path, _current_depth=0):
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nonlocal depth
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path = tuple(variadic(path))
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for i, key in enumerate(path):
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if isinstance(key, (list, tuple)):
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obj = [_traverse_obj(obj, sub_key, _current_depth) for sub_key in key]
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key = ...
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if key is ...:
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obj = (obj.values() if isinstance(obj, dict)
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else obj if isinstance(obj, (list, tuple, LazyList))
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else str(obj) if traverse_string else [])
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_current_depth += 1
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depth = max(depth, _current_depth)
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return [_traverse_obj(inner_obj, path[i + 1:], _current_depth) for inner_obj in obj]
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elif isinstance(obj, dict):
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obj = (obj.get(key) if casesense or (key in obj)
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else next((v for k, v in obj.items() if _lower(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 key == slice(None):
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return _traverse_obj(obj, (..., *path[i + 1:]))
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if not isinstance(key, (int, slice)):
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return None
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if not isinstance(obj, (list, tuple)):
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if not isinstance(obj, (list, tuple, LazyList)):
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if not traverse_string:
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return None
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obj = str(obj)
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@ -6261,10 +6281,18 @@ def traverse_obj(
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return None
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return obj
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for keys in key_list:
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val = _traverse_obj(obj, keys)
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for path in path_list:
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depth = 0
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val = _traverse_obj(obj, path)
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if val is not None:
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if expected_type is None or isinstance(val, expected_type):
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if depth:
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for _ in range(depth - 1):
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val = itertools.chain.from_iterable(filter(None, val))
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val = (list(filter(None, val)) if expected_type is None
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else [v for v in val if isinstance(v, expected_type)])
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if val:
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return val
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elif expected_type is None or isinstance(val, expected_type):
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return val
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return default
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