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Running
on
Zero
import os | |
import re | |
import time | |
from collections.abc import Iterator, Sequence | |
from pathlib import Path | |
from typing import Optional, Union | |
from langchain_core.stores import ByteStore | |
from langchain.storage.exceptions import InvalidKeyException | |
class LocalFileStore(ByteStore): | |
"""BaseStore interface that works on the local file system. | |
Examples: | |
Create a LocalFileStore instance and perform operations on it: | |
.. code-block:: python | |
from langchain.storage import LocalFileStore | |
# Instantiate the LocalFileStore with the root path | |
file_store = LocalFileStore("/path/to/root") | |
# Set values for keys | |
file_store.mset([("key1", b"value1"), ("key2", b"value2")]) | |
# Get values for keys | |
values = file_store.mget(["key1", "key2"]) # Returns [b"value1", b"value2"] | |
# Delete keys | |
file_store.mdelete(["key1"]) | |
# Iterate over keys | |
for key in file_store.yield_keys(): | |
print(key) # noqa: T201 | |
""" | |
def __init__( | |
self, | |
root_path: Union[str, Path], | |
*, | |
chmod_file: Optional[int] = None, | |
chmod_dir: Optional[int] = None, | |
update_atime: bool = False, | |
) -> None: | |
"""Implement the BaseStore interface for the local file system. | |
Args: | |
root_path (Union[str, Path]): The root path of the file store. All keys are | |
interpreted as paths relative to this root. | |
chmod_file: (optional, defaults to `None`) If specified, sets permissions | |
for newly created files, overriding the current `umask` if needed. | |
chmod_dir: (optional, defaults to `None`) If specified, sets permissions | |
for newly created dirs, overriding the current `umask` if needed. | |
update_atime: (optional, defaults to `False`) If `True`, updates the | |
filesystem access time (but not the modified time) when a file is read. | |
This allows MRU/LRU cache policies to be implemented for filesystems | |
where access time updates are disabled. | |
""" | |
self.root_path = Path(root_path).absolute() | |
self.chmod_file = chmod_file | |
self.chmod_dir = chmod_dir | |
self.update_atime = update_atime | |
def _get_full_path(self, key: str) -> Path: | |
"""Get the full path for a given key relative to the root path. | |
Args: | |
key (str): The key relative to the root path. | |
Returns: | |
Path: The full path for the given key. | |
""" | |
if not re.match(r"^[a-zA-Z0-9_.\-/]+$", key): | |
raise InvalidKeyException(f"Invalid characters in key: {key}") | |
# Add key[0] to path to make subdirectories 20250720 jmd | |
full_path = os.path.abspath(self.root_path / key[0] / key) | |
common_path = os.path.commonpath([str(self.root_path), full_path]) | |
if common_path != str(self.root_path): | |
raise InvalidKeyException( | |
f"Invalid key: {key}. Key should be relative to the full path." | |
f"{self.root_path} vs. {common_path} and full path of {full_path}" | |
) | |
return Path(full_path) | |
def _mkdir_for_store(self, dir: Path) -> None: | |
"""Makes a store directory path (including parents) with specified permissions | |
This is needed because `Path.mkdir()` is restricted by the current `umask`, | |
whereas the explicit `os.chmod()` used here is not. | |
Args: | |
dir: (Path) The store directory to make | |
Returns: | |
None | |
""" | |
if not dir.exists(): | |
self._mkdir_for_store(dir.parent) | |
dir.mkdir(exist_ok=True) | |
if self.chmod_dir is not None: | |
os.chmod(dir, self.chmod_dir) | |
def mget(self, keys: Sequence[str]) -> list[Optional[bytes]]: | |
"""Get the values associated with the given keys. | |
Args: | |
keys: A sequence of keys. | |
Returns: | |
A sequence of optional values associated with the keys. | |
If a key is not found, the corresponding value will be None. | |
""" | |
values: list[Optional[bytes]] = [] | |
for key in keys: | |
full_path = self._get_full_path(key) | |
if full_path.exists(): | |
value = full_path.read_bytes() | |
values.append(value) | |
if self.update_atime: | |
# update access time only; preserve modified time | |
os.utime(full_path, (time.time(), os.stat(full_path).st_mtime)) | |
else: | |
values.append(None) | |
return values | |
def mset(self, key_value_pairs: Sequence[tuple[str, bytes]]) -> None: | |
"""Set the values for the given keys. | |
Args: | |
key_value_pairs: A sequence of key-value pairs. | |
Returns: | |
None | |
""" | |
for key, value in key_value_pairs: | |
full_path = self._get_full_path(key) | |
self._mkdir_for_store(full_path.parent) | |
full_path.write_bytes(value) | |
if self.chmod_file is not None: | |
os.chmod(full_path, self.chmod_file) | |
def mdelete(self, keys: Sequence[str]) -> None: | |
"""Delete the given keys and their associated values. | |
Args: | |
keys (Sequence[str]): A sequence of keys to delete. | |
Returns: | |
None | |
""" | |
for key in keys: | |
full_path = self._get_full_path(key) | |
if full_path.exists(): | |
full_path.unlink() | |
def yield_keys(self, prefix: Optional[str] = None) -> Iterator[str]: | |
"""Get an iterator over keys that match the given prefix. | |
Args: | |
prefix (Optional[str]): The prefix to match. | |
Returns: | |
Iterator[str]: An iterator over keys that match the given prefix. | |
""" | |
prefix_path = self._get_full_path(prefix) if prefix else self.root_path | |
for file in prefix_path.rglob("*"): | |
if file.is_file(): | |
relative_path = file.relative_to(self.root_path) | |
yield str(relative_path) | |