mirror of https://github.com/hwchase17/langchain
add more import checks (#11033)
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efb7c459a2
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from typing import Sequence, TypedDict
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from langchain.schema import BaseMessage
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class ChatSession(TypedDict):
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"""Chat Session represents a single
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conversation, channel, or other group of messages."""
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messages: Sequence[BaseMessage]
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"""The LangChain chat messages loaded from the source."""
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@ -1,54 +1,4 @@
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"""Utilities for loading configurations from langchain-hub."""
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from langchain.utils.loading import try_load_from_hub
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import os
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# For backwards compatibility
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import re
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__all__ = ["try_load_from_hub"]
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import tempfile
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from pathlib import Path, PurePosixPath
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from typing import Any, Callable, Optional, Set, TypeVar, Union
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from urllib.parse import urljoin
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import requests
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DEFAULT_REF = os.environ.get("LANGCHAIN_HUB_DEFAULT_REF", "master")
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URL_BASE = os.environ.get(
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"LANGCHAIN_HUB_URL_BASE",
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"https://raw.githubusercontent.com/hwchase17/langchain-hub/{ref}/",
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)
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HUB_PATH_RE = re.compile(r"lc(?P<ref>@[^:]+)?://(?P<path>.*)")
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T = TypeVar("T")
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def try_load_from_hub(
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path: Union[str, Path],
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loader: Callable[[str], T],
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valid_prefix: str,
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valid_suffixes: Set[str],
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**kwargs: Any,
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) -> Optional[T]:
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"""Load configuration from hub. Returns None if path is not a hub path."""
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if not isinstance(path, str) or not (match := HUB_PATH_RE.match(path)):
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return None
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ref, remote_path_str = match.groups()
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ref = ref[1:] if ref else DEFAULT_REF
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remote_path = Path(remote_path_str)
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if remote_path.parts[0] != valid_prefix:
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return None
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if remote_path.suffix[1:] not in valid_suffixes:
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raise ValueError(f"Unsupported file type, must be one of {valid_suffixes}.")
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# Using Path with URLs is not recommended, because on Windows
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# the backslash is used as the path separator, which can cause issues
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# when working with URLs that use forward slashes as the path separator.
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# Instead, use PurePosixPath to ensure that forward slashes are used as the
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# path separator, regardless of the operating system.
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full_url = urljoin(URL_BASE.format(ref=ref), PurePosixPath(remote_path).__str__())
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r = requests.get(full_url, timeout=5)
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if r.status_code != 200:
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raise ValueError(f"Could not find file at {full_url}")
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with tempfile.TemporaryDirectory() as tmpdirname:
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file = Path(tmpdirname) / remote_path.name
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with open(file, "wb") as f:
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f.write(r.content)
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return loader(str(file), **kwargs)
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"""Utilities for loading configurations from langchain-hub."""
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import os
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import re
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import tempfile
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from pathlib import Path, PurePosixPath
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from typing import Any, Callable, Optional, Set, TypeVar, Union
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from urllib.parse import urljoin
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import requests
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DEFAULT_REF = os.environ.get("LANGCHAIN_HUB_DEFAULT_REF", "master")
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URL_BASE = os.environ.get(
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"LANGCHAIN_HUB_URL_BASE",
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"https://raw.githubusercontent.com/hwchase17/langchain-hub/{ref}/",
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)
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HUB_PATH_RE = re.compile(r"lc(?P<ref>@[^:]+)?://(?P<path>.*)")
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T = TypeVar("T")
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def try_load_from_hub(
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path: Union[str, Path],
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loader: Callable[[str], T],
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valid_prefix: str,
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valid_suffixes: Set[str],
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**kwargs: Any,
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) -> Optional[T]:
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"""Load configuration from hub. Returns None if path is not a hub path."""
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if not isinstance(path, str) or not (match := HUB_PATH_RE.match(path)):
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return None
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ref, remote_path_str = match.groups()
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ref = ref[1:] if ref else DEFAULT_REF
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remote_path = Path(remote_path_str)
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if remote_path.parts[0] != valid_prefix:
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return None
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if remote_path.suffix[1:] not in valid_suffixes:
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raise ValueError(f"Unsupported file type, must be one of {valid_suffixes}.")
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# Using Path with URLs is not recommended, because on Windows
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# the backslash is used as the path separator, which can cause issues
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# when working with URLs that use forward slashes as the path separator.
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# Instead, use PurePosixPath to ensure that forward slashes are used as the
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# path separator, regardless of the operating system.
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full_url = urljoin(URL_BASE.format(ref=ref), PurePosixPath(remote_path).__str__())
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r = requests.get(full_url, timeout=5)
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if r.status_code != 200:
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raise ValueError(f"Could not find file at {full_url}")
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with tempfile.TemporaryDirectory() as tmpdirname:
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file = Path(tmpdirname) / remote_path.name
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with open(file, "wb") as f:
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f.write(r.content)
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return loader(str(file), **kwargs)
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