| import numpy as np |
|
|
|
|
| def extract_dict_value(path="", data={}, value_collection={}): |
| prefix = "" |
| if len(path) > 0: |
| prefix = path + "." |
| for key in data.keys(): |
| item = data[key] |
| path = prefix + key |
| resolve_json_value(path, item, value_collection) |
|
|
|
|
| def resolve_json_value(path, item, value_collection={}): |
| if isinstance(item, str): |
| value_collection[path] = item |
| elif isinstance(item, int): |
| value_collection[path] = item |
| elif isinstance(item, float): |
| value_collection[path] = item |
| elif item == None: |
| if len(path) > 0: |
| value_collection[path] = None |
| elif isinstance(item, dict): |
| if len(path) > 0: |
| value_collection[path] = item |
| extract_dict_value(path, item, value_collection) |
| elif isinstance(item, list): |
| if len(path) > 0: |
| value_collection[path] = item |
| |
| np.random.shuffle(item) |
| for i, val in enumerate(item): |
| resolve_json_value(path + '[' + str(i) + ']', val, value_collection) |
| else: |
| raise Exception(f'Unknown parameter {path} {str(item)}') |
|
|
|
|
| def fetch_object_value_by_attribute_path(attribute_path: str, obj: dict): |
| tokens = attribute_path.split('.') |
| content = obj |
| for token in tokens: |
| content = content[token] |
| return content |
|
|
