Files
Giacomo Vercesi c0e35d080e ContainerDeclaration: enable order
`ContainerDeclaration` needs to be orderable (e.g. have `__lt__`) to
allow `deterministic_sort_key` to work.
2025-11-17 10:04:12 +01:00

238 lines
6.9 KiB
Python

#
# This file is distributed under the MIT License. See LICENSE.md for details.
#
from __future__ import annotations
import json
from collections.abc import Buffer, Mapping
from dataclasses import dataclass
from io import StringIO
from pathlib import Path
from typing import Annotated, Dict, Generator, TextIO, Tuple, Type, final
from .object import Kind, ObjectID, ObjectSet
from .utils import bytes_to_string, is_mime_type_text, string_to_bytes
from .utils.cabc import ABC, abstractmethod
from .utils.registry import get_singleton
ContainerID = Annotated[
str,
"""
This is used to identify a container in a savepoint.
This is the name of the container.
""",
]
ConfigurationId = Annotated[
str,
"""
From a pipeline node, this represent the static and runtime configuration of
this node, and all its dependencies. This is used to index the storage provider
in SavePoints.
""",
]
Configuration = Annotated[
str,
"The runtime-configuration of a pipe, most commonly it will be a json / yaml string that"
"the pipe will parse and use to configure itself."
"THIS IS DIFFERENT FROM ConfigurationId.",
]
@dataclass(slots=True, frozen=True, order=True)
class ContainerDeclaration:
"""
A ContainerDeclaration represents a container when describing a pipeline.
It has a name and a type.
Not to be confused with a Container, which is an instance of the container_type.
"""
name: str
container_type: Type[Container]
def instance(self) -> Container:
return self.container_type()
InvalidationList = list[Tuple[ConfigurationId, ContainerDeclaration, ObjectID]]
def group_by_container(
invalidation_list: InvalidationList,
) -> Generator[Tuple[ConfigurationId, ContainerDeclaration, ObjectSet], None, None]:
if len(invalidation_list) == 0:
return
first_configuration_id, first_container, _ = invalidation_list[0]
last = (first_configuration_id, first_container)
def new_object_list():
return ObjectSet(first_container.container_type.kind, set())
object_list: ObjectSet = new_object_list()
for configuration_id, container, obj in invalidation_list:
if last != (configuration_id, container):
# We changed container. Yield what we accumulated so far and prepare a new list
yield (last[0], last[1], object_list)
last = (configuration_id, container)
object_list = new_object_list()
# Record the current object
object_list.add(obj)
# Yield the last group
yield (last[0], last[1], object_list)
class Container(ABC):
"""
A Container contains objects of a certain kind.
"""
kind: Kind
def __init__(self):
"""
This constructor just makes it explicit that a container should be
able to be initialized without any arguments.
"""
@abstractmethod
def objects(self) -> ObjectSet:
pass
@abstractmethod
def deserialize(self, data: Mapping[ObjectID, Buffer]) -> None:
"""
Ingest data from a serialized format into this container.
This is used to **add** cached objects to this container.
"""
@abstractmethod
def serialize(self, objects: ObjectSet | None = None) -> Mapping[ObjectID, Buffer]:
"""
Dump objects from this container into a serialized format, dump all
objects if none are specified.
"""
@classmethod
@abstractmethod
def mime_type(cls) -> str:
"""
The mime type of the serialized format of this container.
This is used to inform the storage provider about the type of data
it will be storing.
"""
@classmethod
def is_text(cls) -> bool:
"""
Returns if the serialized format of this container is just
text (e.g. JSON, YAML, etc.) or binary.
This is used to improve transmission performance by avoiding
unnecessary encoding/decoding steps.
"""
return is_mime_type_text(cls.mime_type())
@abstractmethod
def verify(self) -> bool:
pass
def contains_all(self, obj: ObjectSet) -> bool:
"""
Check if an object set is fully contained in this container.
This is a default implementation, the container can probably do it much
more efficiently, so you are supposed to override this method.
"""
assert (
self.kind == obj.kind
), f"Container {self} has kind {self.kind}, but the object set has kind {obj.kind}."
return self.objects().issubset(obj)
@classmethod
@final
def from_dict(cls, data: dict[str, str]) -> Container:
# Feed the data in the container
container = cls()
obj_id_type = get_singleton(ObjectID) # type: ignore[type-abstract]
container.deserialize(
{
obj_id_type.deserialize(obj_id): string_to_bytes(content, container.is_text())
for obj_id, content in data.items()
}
)
return container
@classmethod
@final
def from_string(
cls,
data: str,
) -> Container:
"""
Load a container into a serialized format.
"""
return cls.from_file(StringIO(data))
@classmethod
@final
def from_file(
cls,
path_or_file: str | Path | TextIO,
) -> Container:
"""
Load a container from a serialized format.
This is used to **load** cached objects into this container.
"""
if isinstance(path_or_file, (str, Path)):
path: str | Path = path_or_file
with open(path, "r", encoding="utf-8") as f:
return cls.from_file(f)
# Read the file
file: TextIO = path_or_file
return cls.from_dict(json.load(file))
@final
def to_dict(self) -> dict[str, str]:
return {
k.serialize(): bytes_to_string(v, self.is_text())
for k, v in self.serialize(self.objects()).items()
}
@final
def to_string(self) -> str:
"""
Dump a container into a serialized format.
"""
data = StringIO()
self.to_file(data)
return data.getvalue()
@final
def to_file(self, path_or_file: str | Path | TextIO) -> None:
"""
Dump a container into a serialized format.
This is used to **save** cached objects from this container.
"""
if isinstance(path_or_file, (str, Path)):
with open(path_or_file, "w", encoding="utf-8") as f:
self.to_file(f)
return
else:
json.dump(
self.to_dict(),
path_or_file,
indent=4,
sort_keys=True,
)
ContainerSet = Annotated[
Dict[ContainerDeclaration, Container],
"""A set of bindings between container declarations and container instances.""",
]