mirror of
https://github.com/hwchase17/langchain
synced 2024-11-18 09:25:54 +00:00
46 lines
1.6 KiB
Python
46 lines
1.6 KiB
Python
import os
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import tempfile
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from typing import Any, Iterator
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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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from langchain_community.document_loaders.unstructured import UnstructuredFileLoader
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class TencentCOSFileLoader(BaseLoader):
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"""Load from `Tencent Cloud COS` file."""
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def __init__(self, conf: Any, bucket: str, key: str):
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"""Initialize with COS config, bucket and key name.
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:param conf(CosConfig): COS config.
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:param bucket(str): COS bucket.
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:param key(str): COS file key.
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"""
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self.conf = conf
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self.bucket = bucket
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self.key = key
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def lazy_load(self) -> Iterator[Document]:
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"""Load documents."""
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try:
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from qcloud_cos import CosS3Client
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except ImportError:
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raise ImportError(
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"Could not import cos-python-sdk-v5 python package. "
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"Please install it with `pip install cos-python-sdk-v5`."
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)
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# initialize a client
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client = CosS3Client(self.conf)
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with tempfile.TemporaryDirectory() as temp_dir:
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file_path = f"{temp_dir}/{self.bucket}/{self.key}"
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os.makedirs(os.path.dirname(file_path), exist_ok=True)
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# Download the file to a destination
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client.download_file(
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Bucket=self.bucket, Key=self.key, DestFilePath=file_path
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)
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loader = UnstructuredFileLoader(file_path)
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# UnstructuredFileLoader not implement lazy_load yet
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return iter(loader.load())
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