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- import base64
- from collections.abc import Mapping
- from configs import dify_config
- from core.helper import ssrf_proxy
- from core.model_runtime.entities import (
- AudioPromptMessageContent,
- DocumentPromptMessageContent,
- ImagePromptMessageContent,
- MultiModalPromptMessageContent,
- VideoPromptMessageContent,
- )
- from extensions.ext_storage import storage
- from . import helpers
- from .enums import FileAttribute
- from .models import File, FileTransferMethod, FileType
- from .tool_file_parser import ToolFileParser
- def get_attr(*, file: File, attr: FileAttribute):
- match attr:
- case FileAttribute.TYPE:
- return file.type.value
- case FileAttribute.SIZE:
- return file.size
- case FileAttribute.NAME:
- return file.filename
- case FileAttribute.MIME_TYPE:
- return file.mime_type
- case FileAttribute.TRANSFER_METHOD:
- return file.transfer_method.value
- case FileAttribute.URL:
- return file.remote_url
- case FileAttribute.EXTENSION:
- return file.extension
- def to_prompt_message_content(
- f: File,
- /,
- *,
- image_detail_config: ImagePromptMessageContent.DETAIL | None = None,
- ) -> MultiModalPromptMessageContent:
- if f.extension is None:
- raise ValueError("Missing file extension")
- if f.mime_type is None:
- raise ValueError("Missing file mime_type")
- params = {
- "base64_data": _get_encoded_string(f) if dify_config.MULTIMODAL_SEND_FORMAT == "base64" else "",
- "url": _to_url(f) if dify_config.MULTIMODAL_SEND_FORMAT == "url" else "",
- "format": f.extension.removeprefix("."),
- "mime_type": f.mime_type,
- }
- if f.type == FileType.IMAGE:
- params["detail"] = image_detail_config or ImagePromptMessageContent.DETAIL.LOW
- prompt_class_map: Mapping[FileType, type[MultiModalPromptMessageContent]] = {
- FileType.IMAGE: ImagePromptMessageContent,
- FileType.AUDIO: AudioPromptMessageContent,
- FileType.VIDEO: VideoPromptMessageContent,
- FileType.DOCUMENT: DocumentPromptMessageContent,
- }
- try:
- return prompt_class_map[f.type].model_validate(params)
- except KeyError:
- raise ValueError(f"file type {f.type} is not supported")
- def download(f: File, /):
- if f.transfer_method in (FileTransferMethod.TOOL_FILE, FileTransferMethod.LOCAL_FILE):
- return _download_file_content(f._storage_key)
- elif f.transfer_method == FileTransferMethod.REMOTE_URL:
- response = ssrf_proxy.get(f.remote_url, follow_redirects=True)
- response.raise_for_status()
- return response.content
- raise ValueError(f"unsupported transfer method: {f.transfer_method}")
- def _download_file_content(path: str, /):
- """
- Download and return the contents of a file as bytes.
- This function loads the file from storage and ensures it's in bytes format.
- Args:
- path (str): The path to the file in storage.
- Returns:
- bytes: The contents of the file as a bytes object.
- Raises:
- ValueError: If the loaded file is not a bytes object.
- """
- data = storage.load(path, stream=False)
- if not isinstance(data, bytes):
- raise ValueError(f"file {path} is not a bytes object")
- return data
- def _get_encoded_string(f: File, /):
- match f.transfer_method:
- case FileTransferMethod.REMOTE_URL:
- response = ssrf_proxy.get(f.remote_url, follow_redirects=True)
- response.raise_for_status()
- data = response.content
- case FileTransferMethod.LOCAL_FILE:
- data = _download_file_content(f._storage_key)
- case FileTransferMethod.TOOL_FILE:
- data = _download_file_content(f._storage_key)
- encoded_string = base64.b64encode(data).decode("utf-8")
- return encoded_string
- def _to_url(f: File, /):
- if f.transfer_method == FileTransferMethod.REMOTE_URL:
- if f.remote_url is None:
- raise ValueError("Missing file remote_url")
- return f.remote_url
- elif f.transfer_method == FileTransferMethod.LOCAL_FILE:
- if f.related_id is None:
- raise ValueError("Missing file related_id")
- return f.remote_url or helpers.get_signed_file_url(upload_file_id=f.related_id)
- elif f.transfer_method == FileTransferMethod.TOOL_FILE:
- # add sign url
- if f.related_id is None or f.extension is None:
- raise ValueError("Missing file related_id or extension")
- return ToolFileParser.get_tool_file_manager().sign_file(tool_file_id=f.related_id, extension=f.extension)
- else:
- raise ValueError(f"Unsupported transfer method: {f.transfer_method}")
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