| import json | |
| from collections.abc import Mapping | |
| def to_key(value): | |
| return json.dumps(value) | |
| def insert(value, index, values): | |
| key = to_key(value) | |
| if key not in index: | |
| index[key] = len(values) | |
| values.append(value) | |
| return len(values) - 1 | |
| return index.get(key) | |
| def flatten(data, index, values): | |
| if isinstance(data, (list, tuple)): | |
| flattened = [flatten(child, index, values) for child in data] | |
| elif isinstance(data, Mapping): | |
| flattened = {key: flatten(child, index, values) for key, child in data.items()} | |
| else: | |
| flattened = data | |
| return insert(flattened, index, values) | |
| def crunch(data): | |
| index = {} | |
| values = [] | |
| flatten(data, index, values) | |
| return values | |