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48 lines
1.6 KiB
Python
48 lines
1.6 KiB
Python
from typing import Any, Type, List
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import os
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from crewai.tools import BaseTool
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from pydantic import BaseModel, Field
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class S3ReaderToolInput(BaseModel):
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"""Input schema for S3ReaderTool."""
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file_path: str = Field(..., description="S3 file path (e.g., 's3://bucket-name/file-name')")
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class S3ReaderTool(BaseTool):
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name: str = "S3 Reader Tool"
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description: str = "Reads a file from Amazon S3 given an S3 file path"
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args_schema: Type[BaseModel] = S3ReaderToolInput
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package_dependencies: List[str] = ["boto3"]
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def _run(self, file_path: str) -> str:
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try:
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import boto3
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from botocore.exceptions import ClientError
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except ImportError:
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raise ImportError("`boto3` package not found, please run `uv add boto3`")
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try:
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bucket_name, object_key = self._parse_s3_path(file_path)
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s3 = boto3.client(
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's3',
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region_name=os.getenv('CREW_AWS_REGION', 'us-east-1'),
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aws_access_key_id=os.getenv('CREW_AWS_ACCESS_KEY_ID'),
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aws_secret_access_key=os.getenv('CREW_AWS_SEC_ACCESS_KEY')
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)
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# Read file content from S3
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response = s3.get_object(Bucket=bucket_name, Key=object_key)
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file_content = response['Body'].read().decode('utf-8')
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return file_content
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except ClientError as e:
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return f"Error reading file from S3: {str(e)}"
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def _parse_s3_path(self, file_path: str) -> tuple:
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parts = file_path.replace("s3://", "").split("/", 1)
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return parts[0], parts[1]
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