feat: add seed support, default values, and JSON serialization wrappers

key-value/key-value-aio/src/key_value/aio/adapters/pydantic/adapter.py

@@ -1,5 +1,5 @@
 from collections.abc import Sequence
-from typing import Any, Generic, SupportsFloat, TypeVar, get_origin
+from typing import Any, Generic, SupportsFloat, TypeVar, get_origin, overload
 
 from key_value.shared.errors import DeserializationError, SerializationError
 from key_value.shared.type_checking.bear_spray import bear_spray
@@ -71,11 +71,22 @@ def _serialize_model(self, value: T) -> dict[str, Any]:
             msg = f"Invalid Pydantic model: {e}"
             raise SerializationError(msg) from e
 
-    async def get(self, key: str, *, collection: str | None = None) -> T | None:
+    @overload
+    async def get(self, key: str, *, collection: str | None = None, default: T) -> T: ...
+
+    @overload
+    async def get(self, key: str, *, collection: str | None = None, default: None = None) -> T | None: ...
+
+    async def get(self, key: str, *, collection: str | None = None, default: T | None = None) -> T | None:
         """Get and validate a model by key.
 
+        Args:
+            key: The key to retrieve.
+            collection: The collection to use. If not provided, uses the default collection.
+            default: The default value to return if the key doesn't exist or validation fails.
+
         Returns:
-            The parsed model instance, or None if not present.
+            The parsed model instance if found and valid, or the default value if key doesn't exist or validation fails.
 
         Raises:
             DeserializationError if the stored data cannot be validated as the model and the PydanticAdapter is configured to
@@ -84,15 +95,28 @@ async def get(self, key: str, *, collection: str | None = None) -> T | None:
         collection = collection or self._default_collection
 
         if value := await self._key_value.get(key=key, collection=collection):
-            return self._validate_model(value=value)
+            validated = self._validate_model(value=value)
+            if validated is not None:
+                return validated
 
-        return None
+        return default
 
-    async def get_many(self, keys: Sequence[str], *, collection: str | None = None) -> list[T | None]:
+    @overload
+    async def get_many(self, keys: Sequence[str], *, collection: str | None = None, default: T) -> list[T]: ...
+
+    @overload
+    async def get_many(self, keys: Sequence[str], *, collection: str | None = None, default: None = None) -> list[T | None]: ...
+
+    async def get_many(self, keys: Sequence[str], *, collection: str | None = None, default: T | None = None) -> list[T] | list[T | None]:
         """Batch get and validate models by keys, preserving order.
 
+        Args:
+            keys: The list of keys to retrieve.
+            collection: The collection to use. If not provided, uses the default collection.
+            default: The default value to return for keys that don't exist or fail validation.
+
         Returns:
-            A list of parsed model instances, or None if missing.
+            A list of parsed model instances, with default values for missing keys or validation failures.
 
         Raises:
             DeserializationError if the stored data cannot be validated as the model and the PydanticAdapter is configured to
@@ -102,7 +126,14 @@ async def get_many(self, keys: Sequence[str], *, collection: str | None = None)
 
         values: list[dict[str, Any] | None] = await self._key_value.get_many(keys=keys, collection=collection)
 
-        return [self._validate_model(value=value) if value else None for value in values]
+        result: list[T | None] = []
+        for value in values:
+            if value is None:
+                result.append(default)
+            else:
+                validated = self._validate_model(value=value)
+                result.append(validated if validated is not None else default)
+        return result
 
     async def put(self, key: str, value: T, *, collection: str | None = None, ttl: SupportsFloat | None = None) -> None:
         """Serialize and store a model.

key-value/key-value-aio/src/key_value/aio/stores/base.py

@@ -6,7 +6,7 @@
 from asyncio.locks import Lock
 from collections import defaultdict
 from collections.abc import Mapping, Sequence
-from types import TracebackType
+from types import MappingProxyType, TracebackType
 from typing import Any, SupportsFloat
 
 from key_value.shared.constants import DEFAULT_COLLECTION_NAME
@@ -24,6 +24,16 @@
     AsyncKeyValueProtocol,
 )
 
+SEED_DATA_TYPE = Mapping[str, Mapping[str, Mapping[str, Any]]]
+FROZEN_SEED_DATA_TYPE = MappingProxyType[str, MappingProxyType[str, MappingProxyType[str, Any]]]
+DEFAULT_SEED_DATA: FROZEN_SEED_DATA_TYPE = MappingProxyType({})
+
+
+def _seed_to_frozen_seed_data(seed: SEED_DATA_TYPE) -> FROZEN_SEED_DATA_TYPE:
+    return MappingProxyType(
+        {collection: MappingProxyType({key: MappingProxyType(value) for key, value in items.items()}) for collection, items in seed.items()}
+    )
+
 
 class BaseStore(AsyncKeyValueProtocol, ABC):
     """An opinionated Abstract base class for managed key-value stores using ManagedEntry objects.
@@ -43,21 +53,28 @@ class BaseStore(AsyncKeyValueProtocol, ABC):
     _setup_collection_locks: defaultdict[str, Lock]
     _setup_collection_complete: defaultdict[str, bool]
 
+    _seed: FROZEN_SEED_DATA_TYPE
+
     default_collection: str
 
-    def __init__(self, *, default_collection: str | None = None) -> None:
+    def __init__(self, *, default_collection: str | None = None, seed: SEED_DATA_TYPE | None = None) -> None:
         """Initialize the managed key-value store.
 
         Args:
             default_collection: The default collection to use if no collection is provided.
                 Defaults to "default_collection".
+            seed: Optional seed data to pre-populate the store. Format: {collection: {key: {field: value, ...}}}.
+                Seeding occurs once during store initialization (when the store is first entered or when the
+                first operation is performed on the store).
         """
 
         self._setup_complete = False
         self._setup_lock = Lock()
         self._setup_collection_locks = defaultdict(Lock)
         self._setup_collection_complete = defaultdict(bool)
 
+        self._seed = _seed_to_frozen_seed_data(seed=seed or {})
+
         self.default_collection = default_collection or DEFAULT_COLLECTION_NAME
 
         if not hasattr(self, "_stable_api"):
@@ -74,6 +91,13 @@ async def _setup(self) -> None:
     async def _setup_collection(self, *, collection: str) -> None:
         """Initialize the collection (called once before first use of the collection)."""
 
+    async def _seed_store(self) -> None:
+        """Seed the store with the data from the seed."""
+        for collection, items in self._seed.items():
+            await self.setup_collection(collection=collection)
+            for key, value in items.items():
+                await self.put(key=key, value=dict(value), collection=collection)
+
     async def setup(self) -> None:
         if not self._setup_complete:
             async with self._setup_lock:
@@ -84,8 +108,11 @@ async def setup(self) -> None:
                         raise StoreSetupError(
                             message=f"Failed to setup key value store: {e}", extra_info={"store": self.__class__.__name__}
                         ) from e
+
                     self._setup_complete = True
 
+                    await self._seed_store()
+
     async def setup_collection(self, *, collection: str) -> None:
         await self.setup()
 

key-value/key-value-aio/src/key_value/aio/stores/memory/store.py

@@ -8,6 +8,7 @@
 from typing_extensions import Self, override
 
 from key_value.aio.stores.base import (
+    SEED_DATA_TYPE,
     BaseDestroyCollectionStore,
     BaseDestroyStore,
     BaseEnumerateCollectionsStore,
@@ -109,12 +110,21 @@ class MemoryStore(BaseDestroyStore, BaseDestroyCollectionStore, BaseEnumerateCol
 
     _cache: dict[str, MemoryCollection]
 
-    def __init__(self, *, max_entries_per_collection: int = DEFAULT_MAX_ENTRIES_PER_COLLECTION, default_collection: str | None = None):
+    def __init__(
+        self,
+        *,
+        max_entries_per_collection: int = DEFAULT_MAX_ENTRIES_PER_COLLECTION,
+        default_collection: str | None = None,
+        seed: SEED_DATA_TYPE | None = None,
+    ):
         """Initialize a fixed-size in-memory store.
 
         Args:
             max_entries_per_collection: The maximum number of entries per collection. Defaults to 10000.
             default_collection: The default collection to use if no collection is provided.
+            seed: Optional seed data to pre-populate the store. Format: {collection: {key: {field: value, ...}}}.
+                Each value must be a mapping (dict) that will be stored as the entry's value.
+                Seeding occurs lazily when each collection is first accessed.
         """
 
         self.max_entries_per_collection = max_entries_per_collection
@@ -123,11 +133,25 @@ def __init__(self, *, max_entries_per_collection: int = DEFAULT_MAX_ENTRIES_PER_
 
         self._stable_api = True
 
-        super().__init__(default_collection=default_collection)
+        super().__init__(default_collection=default_collection, seed=seed)
+
+    @override
+    async def _setup(self) -> None:
+        for collection in self._seed:
+            await self._setup_collection(collection=collection)
 
     @override
     async def _setup_collection(self, *, collection: str) -> None:
-        self._cache[collection] = MemoryCollection(max_entries=self.max_entries_per_collection)
+        """Set up a collection, creating it and seeding it if seed data is available.
+
+        Args:
+            collection: The collection name.
+        """
+        if collection in self._cache:
+            return
+
+        collection_cache = MemoryCollection(max_entries=self.max_entries_per_collection)
+        self._cache[collection] = collection_cache
 
     @override
     async def _get_managed_entry(self, *, key: str, collection: str) -> ManagedEntry | None:

key-value/key-value-aio/src/key_value/aio/wrappers/default_value/__init__.py

@@ -0,0 +1,5 @@
+"""Default value wrapper for returning fallback values when keys are not found."""
+
+from key_value.aio.wrappers.default_value.wrapper import DefaultValueWrapper
+
+__all__ = ["DefaultValueWrapper"]

key-value/key-value-aio/src/key_value/aio/wrappers/default_value/wrapper.py

@@ -0,0 +1,68 @@
+from collections.abc import Mapping, Sequence
+from typing import Any, SupportsFloat
+
+from key_value.shared.utils.managed_entry import dump_to_json, load_from_json
+from typing_extensions import override
+
+from key_value.aio.protocols.key_value import AsyncKeyValue
+from key_value.aio.wrappers.base import BaseWrapper
+
+
+class DefaultValueWrapper(BaseWrapper):
+    """A wrapper that returns a default value when a key is not found.
+
+    This wrapper provides dict.get(key, default) behavior for the key-value store,
+    allowing you to specify a default value to return instead of None when a key doesn't exist.
+
+    It does not store the default value in the underlying key-value store and the TTL returned with the default
+    value is hard-coded based on the default_ttl parameter. Picking a default_ttl requires careful consideration
+    of how the value will be used and if any other wrappers will be used that may rely on the TTL.
+    """
+
+    key_value: AsyncKeyValue  # Alias for BaseWrapper compatibility
+    _default_ttl: float | None
+    _default_value_json: str
+
+    def __init__(
+        self,
+        key_value: AsyncKeyValue,
+        default_value: Mapping[str, Any],
+        default_ttl: SupportsFloat | None = None,
+    ) -> None:
+        """Initialize the DefaultValueWrapper.
+
+        Args:
+            key_value: The underlying key-value store to wrap.
+            default_value: The default value to return when a key is not found.
+            default_ttl: The TTL to return to the caller for default values. Defaults to None.
+        """
+        self.key_value = key_value
+        self._default_value_json = dump_to_json(obj=dict(default_value))
+        self._default_ttl = None if default_ttl is None else float(default_ttl)
+
+    def _new_default_value(self) -> dict[str, Any]:
+        return load_from_json(json_str=self._default_value_json)
+
+    @override
+    async def get(self, key: str, *, collection: str | None = None) -> dict[str, Any] | None:
+        result = await self.key_value.get(key=key, collection=collection)
+        return result if result is not None else self._new_default_value()
+
+    @override
+    async def get_many(self, keys: Sequence[str], *, collection: str | None = None) -> list[dict[str, Any] | None]:
+        results = await self.key_value.get_many(keys=keys, collection=collection)
+        return [result if result is not None else self._new_default_value() for result in results]
+
+    @override
+    async def ttl(self, key: str, *, collection: str | None = None) -> tuple[dict[str, Any] | None, float | None]:
+        result, ttl_value = await self.key_value.ttl(key=key, collection=collection)
+        if result is None:
+            return (self._new_default_value(), self._default_ttl)
+        return (result, ttl_value)
+
+    @override
+    async def ttl_many(self, keys: Sequence[str], *, collection: str | None = None) -> list[tuple[dict[str, Any] | None, float | None]]:
+        results = await self.key_value.ttl_many(keys=keys, collection=collection)
+        return [
+            (result, ttl_value) if result is not None else (self._new_default_value(), self._default_ttl) for result, ttl_value in results
+        ]

key-value/key-value-aio/tests/adapters/test_pydantic.py

@@ -38,11 +38,13 @@ class Order(BaseModel):
 FIXED_UPDATED_AT: datetime = datetime(year=2021, month=1, day=1, hour=15, minute=0, second=0, tzinfo=timezone.utc)
 
 SAMPLE_USER: User = User(name="John Doe", email="john.doe@example.com", age=30)
+SAMPLE_USER_2: User = User(name="Jane Doe", email="jane.doe@example.com", age=25)
 SAMPLE_PRODUCT: Product = Product(name="Widget", price=29.99, quantity=10, url=AnyHttpUrl(url="https://example.com"))
 SAMPLE_ORDER: Order = Order(created_at=datetime.now(), updated_at=datetime.now(), user=SAMPLE_USER, product=SAMPLE_PRODUCT, paid=False)
 
 TEST_COLLECTION: str = "test_collection"
 TEST_KEY: str = "test_key"
+TEST_KEY_2: str = "test_key_2"
 
 
 class TestPydanticAdapter:
@@ -77,8 +79,17 @@ async def test_simple_adapter(self, user_adapter: PydanticAdapter[User]):
 
         assert await user_adapter.delete(collection=TEST_COLLECTION, key=TEST_KEY)
 
-        cached_user = await user_adapter.get(collection=TEST_COLLECTION, key=TEST_KEY)
-        assert cached_user is None
+        assert await user_adapter.get(collection=TEST_COLLECTION, key=TEST_KEY) is None
+
+    async def test_simple_adapter_with_default(self, user_adapter: PydanticAdapter[User]):
+        assert await user_adapter.get(collection=TEST_COLLECTION, key=TEST_KEY, default=SAMPLE_USER) == SAMPLE_USER
+
+        await user_adapter.put(collection=TEST_COLLECTION, key=TEST_KEY, value=SAMPLE_USER_2)
+        assert await user_adapter.get(collection=TEST_COLLECTION, key=TEST_KEY, default=SAMPLE_USER) == SAMPLE_USER_2
+
+        assert await user_adapter.get_many(collection=TEST_COLLECTION, keys=[TEST_KEY, TEST_KEY_2], default=SAMPLE_USER) == snapshot(
+            [SAMPLE_USER_2, SAMPLE_USER]
+        )
 
     async def test_simple_adapter_with_validation_error_ignore(
         self, user_adapter: PydanticAdapter[User], updated_user_adapter: PydanticAdapter[UpdatedUser]
@@ -98,12 +109,10 @@ async def test_simple_adapter_with_validation_error_raise(
 
     async def test_complex_adapter(self, order_adapter: PydanticAdapter[Order]):
         await order_adapter.put(collection=TEST_COLLECTION, key=TEST_KEY, value=SAMPLE_ORDER, ttl=10)
-        cached_order: Order | None = await order_adapter.get(collection=TEST_COLLECTION, key=TEST_KEY)
-        assert cached_order == SAMPLE_ORDER
+        assert await order_adapter.get(collection=TEST_COLLECTION, key=TEST_KEY) == SAMPLE_ORDER
 
         assert await order_adapter.delete(collection=TEST_COLLECTION, key=TEST_KEY)
-        cached_order = await order_adapter.get(collection=TEST_COLLECTION, key=TEST_KEY)
-        assert cached_order is None
+        assert await order_adapter.get(collection=TEST_COLLECTION, key=TEST_KEY) is None
 
     async def test_complex_adapter_with_list(self, product_list_adapter: PydanticAdapter[list[Product]], store: MemoryStore):
         await product_list_adapter.put(collection=TEST_COLLECTION, key=TEST_KEY, value=[SAMPLE_PRODUCT, SAMPLE_PRODUCT], ttl=10)
@@ -127,5 +136,4 @@ async def test_complex_adapter_with_list(self, product_list_adapter: PydanticAda
         )
 
         assert await product_list_adapter.delete(collection=TEST_COLLECTION, key=TEST_KEY)
-        cached_products = await product_list_adapter.get(collection=TEST_COLLECTION, key=TEST_KEY)
-        assert cached_products is None
+        assert await product_list_adapter.get(collection=TEST_COLLECTION, key=TEST_KEY) is None

key-value/key-value-aio/tests/stores/memory/test_memory.py

@@ -10,3 +10,7 @@ class TestMemoryStore(BaseStoreTests):
     @pytest.fixture
     async def store(self) -> MemoryStore:
         return MemoryStore(max_entries_per_collection=500)
+
+    async def test_seed(self):
+        store = MemoryStore(max_entries_per_collection=500, seed={"test_collection": {"test_key": {"obj_key": "obj_value"}}})
+        assert await store.get(key="test_key", collection="test_collection") == {"obj_key": "obj_value"}