|
| 1 | +import pickle |
| 2 | +from datetime import datetime, timezone |
| 3 | + |
| 4 | +from django.core.cache.backends.base import DEFAULT_TIMEOUT, BaseCache |
| 5 | +from django.db import connections, router |
| 6 | +from django.utils.functional import cached_property |
| 7 | + |
| 8 | + |
| 9 | +class MongoSerializer: |
| 10 | + def __init__(self, protocol=None): |
| 11 | + self.protocol = pickle.HIGHEST_PROTOCOL if protocol is None else protocol |
| 12 | + |
| 13 | + def dumps(self, obj): |
| 14 | + if isinstance(obj, int): |
| 15 | + return obj |
| 16 | + try: |
| 17 | + return pickle.dumps(obj, self.protocol) |
| 18 | + except pickle.PickleError as ex: |
| 19 | + raise ValueError("Object cannot be pickled") from ex |
| 20 | + |
| 21 | + def loads(self, data): |
| 22 | + try: |
| 23 | + return int(data) |
| 24 | + except (ValueError, TypeError): |
| 25 | + if not isinstance(data, bytes): |
| 26 | + raise ValueError("Invalid data type for unpickling") from None |
| 27 | + return pickle.loads(data, fix_imports=False) # noqa: S301 |
| 28 | + |
| 29 | + |
| 30 | +class Options: |
| 31 | + """A class that will quack like a Django model _meta class. |
| 32 | +
|
| 33 | + This allows cache operations to be controlled by the router |
| 34 | + """ |
| 35 | + |
| 36 | + def __init__(self, collection_name): |
| 37 | + self.collection_name = collection_name |
| 38 | + self.app_label = "django_cache" |
| 39 | + self.model_name = "cacheentry" |
| 40 | + self.verbose_name = "cache entry" |
| 41 | + self.verbose_name_plural = "cache entries" |
| 42 | + self.object_name = "CacheEntry" |
| 43 | + self.abstract = False |
| 44 | + self.managed = True |
| 45 | + self.proxy = False |
| 46 | + self.swapped = False |
| 47 | + |
| 48 | + |
| 49 | +class BaseDatabaseCache(BaseCache): |
| 50 | + def __init__(self, collection_name, params): |
| 51 | + super().__init__(params) |
| 52 | + self._collection_name = collection_name |
| 53 | + |
| 54 | + class CacheEntry: |
| 55 | + _meta = Options(collection_name) |
| 56 | + |
| 57 | + self.cache_model_class = CacheEntry |
| 58 | + |
| 59 | + |
| 60 | +class MongoDBCache(BaseDatabaseCache): |
| 61 | + def __init__(self, *args, **options): |
| 62 | + super().__init__(*args, **options) |
| 63 | + |
| 64 | + @cached_property |
| 65 | + def serializer(self): |
| 66 | + return MongoSerializer() |
| 67 | + |
| 68 | + @cached_property |
| 69 | + def collection(self): |
| 70 | + db = router.db_for_read(self.cache_model_class) |
| 71 | + return connections[db].get_collection(self._collection_name) |
| 72 | + |
| 73 | + def get(self, key, default=None, version=None): |
| 74 | + key = self.make_and_validate_key(key, version=version) |
| 75 | + return self.collection.find_one({"key": key}) or default |
| 76 | + |
| 77 | + def get_many(self, keys, version=None): |
| 78 | + if not keys: |
| 79 | + return {} |
| 80 | + keys_map = {self.make_and_validate_key(key, version=version): key for key in keys} |
| 81 | + with self.collection.find({"key": {"$in": tuple(keys_map)}}) as cursor: |
| 82 | + return {keys_map[row["key"]]: row["value"] for row in cursor} |
| 83 | + |
| 84 | + def set(self, key, value, timeout=DEFAULT_TIMEOUT, version=None): |
| 85 | + key = self.make_and_validate_key(key, version=version) |
| 86 | + serialized_data = self.serializer.dumps(value) |
| 87 | + return self.collection.update_one( |
| 88 | + {"key": key}, |
| 89 | + {"key": key, "value": serialized_data, "expire_at": self._get_expiration_time(timeout)}, |
| 90 | + {"upsert": True}, |
| 91 | + ) |
| 92 | + |
| 93 | + def add(self, key, value, timeout=DEFAULT_TIMEOUT, version=None): |
| 94 | + key = self.make_and_validate_key(key, version=version) |
| 95 | + serialized_data = self.serializer.dumps(value) |
| 96 | + try: |
| 97 | + self.collection.insert_one( |
| 98 | + { |
| 99 | + "key": key, |
| 100 | + "value": serialized_data, |
| 101 | + "expire_at": self._get_expiration_time(timeout), |
| 102 | + } |
| 103 | + ) |
| 104 | + except Exception: |
| 105 | + # check the exception name to catch when the key exists |
| 106 | + return False |
| 107 | + return True |
| 108 | + |
| 109 | + def touch(self, key, timeout=DEFAULT_TIMEOUT, version=None): |
| 110 | + key = self.make_and_validate_key(key, version=version) |
| 111 | + return self.collection.update_one( |
| 112 | + {"key": key}, {"$set": {"expire_at": self._get_expiration_time(timeout)}} |
| 113 | + ) |
| 114 | + |
| 115 | + def _get_expiration_time(self, timeout=None): |
| 116 | + timestamp = self.get_backend_timeout(timeout) |
| 117 | + if timeout is None: |
| 118 | + return None |
| 119 | + # do I need to truncate? i don't think so. |
| 120 | + return datetime.fromtimestamp(timestamp, tz=timezone.utc) |
| 121 | + |
| 122 | + def delete(self, key, version=None): |
| 123 | + return self.delete_many([key], version) |
| 124 | + |
| 125 | + def delete_many(self, keys, version=None): |
| 126 | + if not keys: |
| 127 | + return False |
| 128 | + keys = [self.make_and_validate_key(key, version=version) for key in keys] |
| 129 | + return bool(self.collection.delete_many({"key": {"$in": tuple(keys)}}).deleted_count) |
| 130 | + |
| 131 | + def has_key(self, key, version=None): |
| 132 | + key = self.make_and_validate_key(key, version=version) |
| 133 | + return self.collection.count({"key": key}) > 0 |
| 134 | + |
| 135 | + def clear(self): |
| 136 | + self.collection.delete_many({}) |
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