mirror of
https://github.com/hwchase17/langchain
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f7a1fd91b8
So this arose from the https://github.com/langchain-ai/langchain/pull/18397 problem of document loaders not supporting `pathlib.Path`. This pull request provides more uniform support for Path as an argument. The core ideas for this upgrade: - if there is a local file path used as an argument, it should be supported as `pathlib.Path` - if there are some external calls that may or may not support Pathlib, the argument is immidiately converted to `str` - if there `self.file_path` is used in a way that it allows for it to stay pathlib without conversion, is is only converted for the metadata. Twitter handle: https://twitter.com/mwmajewsk
46 lines
1.2 KiB
Python
46 lines
1.2 KiB
Python
import datetime
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import json
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from pathlib import Path
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from typing import Iterator, Union
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from langchain_core.documents import Document
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from langchain_community.document_loaders.base import BaseLoader
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def concatenate_rows(row: dict) -> str:
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"""Combine message information in a readable format ready to be used.
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Args:
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row: dictionary containing message information.
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"""
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sender = row["sender_name"]
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text = row["content"]
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date = datetime.datetime.fromtimestamp(row["timestamp_ms"] / 1000).strftime(
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"%Y-%m-%d %H:%M:%S"
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)
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return f"{sender} on {date}: {text}\n\n"
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class FacebookChatLoader(BaseLoader):
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"""Load `Facebook Chat` messages directory dump."""
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def __init__(self, path: Union[str, Path]):
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"""Initialize with a path."""
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self.file_path = path
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def lazy_load(self) -> Iterator[Document]:
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p = Path(self.file_path)
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with open(p, encoding="utf8") as f:
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d = json.load(f)
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text = "".join(
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concatenate_rows(message)
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for message in d["messages"]
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if message.get("content") and isinstance(message["content"], str)
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)
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metadata = {"source": str(p)}
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yield Document(page_content=text, metadata=metadata)
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