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December 17, 2023 17:12
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Save mihgen/13e4ab36af60e6fa9c97d7e92fb49633 to your computer and use it in GitHub Desktop.
Wrap your dict with AccessRecorder to see what keys / values have actually been used.
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class AccessRecorder: | |
def __init__(self, original_dict): | |
self.original_dict = original_dict | |
self.accessed_keys = set() | |
self.accessed_values = {} | |
self._is_list = isinstance(original_dict, list) | |
def _log_key_value(self, key, value): | |
self.accessed_keys.add(key) | |
self.accessed_values[key] = value | |
def __getitem__(self, key): | |
value = self.original_dict[key] | |
if isinstance(value, dict): | |
value = AccessRecorder(value) | |
elif isinstance(value, list): | |
value = [AccessRecorder(item) for item in value] | |
self._log_key_value(key, value) | |
return value | |
def get(self, key, default=None): | |
if key in self.original_dict: | |
return self.__getitem__(key) | |
else: | |
return default | |
def create_snapshot(self): | |
snapshot = {} | |
for key in self.accessed_keys: | |
value = self.accessed_values[key] | |
if isinstance(value, AccessRecorder): | |
snapshot[key] = value.create_snapshot() | |
elif isinstance(value, list): | |
snapshot[key] = [item.create_snapshot() for item in value] | |
else: | |
snapshot[key] = value | |
if self._is_list: | |
snapshot = [item for item in snapshot.values()] | |
return snapshot | |
# Example usage: | |
my_dict = {'a': [{'x': 'y', 'nbo': 'sjfk'}, {'sds': 'pff'}], 'b': 2, 'c': 3} | |
access_recorder = AccessRecorder(my_dict) | |
# Accessing keys and values | |
print(access_recorder['a'][0]['x']) | |
print(access_recorder['c']) | |
# Creating a snapshot | |
snapshot = access_recorder.create_snapshot() | |
print("Snapshot:", snapshot) # Snapshot: {'c': 3, 'a': [{'x': 'y'}, {}]} |
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