import os from typing import Sequence import dpath from dpath import MutableSequence from dpath.segments import extend def is_subpath(subpath, fullpath): # Normalize the paths to handle different formats and separators subpath = os.path.normpath(subpath) fullpath = os.path.normpath(fullpath) # Split the paths into individual components subpath_components = subpath.split(os.path.sep) fullpath_components = fullpath.split(os.path.sep) # Check if the full path starts with the subpath return fullpath_components[: len(subpath_components)] == subpath_components def dpath_get(dic, query_path): return [v for _, v in dpath.search(dic, query_path, yielded=True)] def dpath_set_one(dic, query_path, value): n = dpath.set(dic, query_path, value) if n != 1: raise ValueError(f'query "{query_path}" matched multiple items in dict: {dic}') def dict_delete(dic, query_path): n = dpath.delete(dic, query_path) def dict_creator(current, segments, i, hints=()): """ Create missing path components. If the segment is an int, then it will create a list. Otherwise a dictionary is created. set(obj, segments, value) -> obj """ segment = segments[i] length = len(segments) if isinstance(current, Sequence): segment = int(segment) if isinstance(current, MutableSequence): extend(current, segment) # Infer the type from the hints provided. if i < len(hints): current[segment] = hints[i][1]() else: # Peek at the next segment to determine if we should be # creating an array for it to access or dictionary. if i + 1 < length: segment_next = segments[i + 1] else: segment_next = None if isinstance(segment_next, int) or (isinstance(segment_next, str) and segment_next.isdecimal()): current[segment] = [] else: current[segment] = {} def dpath_set(dic, query_path, value, not_exist_ok=True): paths = [p for p, _ in dpath.search(dic, query_path, yielded=True)] if len(paths) == 0 and not_exist_ok: dpath.new(dic, query_path, value, creator=dict_creator) else: if len(paths) != 1: raise ValueError(f'query "{query_path}" matched {len(paths)} items in dict: {dic}. should match only one.') for path in paths: dpath_set_one(dic, path, value) def dpath_set_multiple(dic, query_path, values, not_exist_ok=True): paths = [p for p, _ in dpath.search(dic, query_path, yielded=True)] if len(paths) == 0: if not_exist_ok: raise ValueError(f"Cannot set multiple values to non-existing path: {query_path}") raise ValueError(f'query "{query_path}" did not match any item in dict: {dic}') else: if len(paths) != len(values): raise ValueError( f'query "{query_path}" matched {len(paths)} items in dict: {dic} but {len(values)} values are provided. should match only one.' ) for path, value in zip(paths, values): dpath_set_one(dic, path, value) def dict_get(dic, query, use_dpath=True, not_exist_ok=False, default=None): if use_dpath: values = dpath_get(dic, query) if len(values) == 0 and not_exist_ok: return default elif len(values) == 0: raise ValueError(f'query "{query}" did not match any item in dict: {dic}') if len(values) == 1 and "*" not in query and "," not in query: return values[0] return values else: if not_exist_ok: return dic.get(query, default) else: return dic[query] def dict_set(dic, query, value, use_dpath=True, not_exist_ok=True, set_multiple=False): if use_dpath: if set_multiple: dpath_set_multiple(dic, query, value, not_exist_ok=not_exist_ok) else: dpath_set(dic, query, value, not_exist_ok=not_exist_ok) else: dic[query] = value