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feat(file_factory): Standardize custom file type into known types (#11028)
Signed-off-by: -LAN- <laipz8200@outlook.com>
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03ba4bc760
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@ -1,10 +1,11 @@
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import mimetypes
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from collections.abc import Callable, Mapping, Sequence
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from typing import Any
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from typing import Any, cast
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import httpx
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from sqlalchemy import select
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from constants import AUDIO_EXTENSIONS, DOCUMENT_EXTENSIONS, IMAGE_EXTENSIONS, VIDEO_EXTENSIONS
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from core.file import File, FileBelongsTo, FileTransferMethod, FileType, FileUploadConfig
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from core.helper import ssrf_proxy
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from extensions.ext_database import db
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@ -71,7 +72,12 @@ def build_from_mapping(
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transfer_method=transfer_method,
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)
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if not _is_file_valid_with_config(file=file, config=config):
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if not _is_file_valid_with_config(
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input_file_type=mapping.get("type", FileType.CUSTOM),
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file_extension=file.extension,
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file_transfer_method=file.transfer_method,
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config=config,
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):
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raise ValueError(f"File validation failed for file: {file.filename}")
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return file
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@ -114,17 +120,18 @@ def _build_from_local_file(
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tenant_id: str,
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transfer_method: FileTransferMethod,
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) -> File:
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file_type = FileType.value_of(mapping.get("type"))
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stmt = select(UploadFile).where(
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UploadFile.id == mapping.get("upload_file_id"),
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UploadFile.tenant_id == tenant_id,
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)
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row = db.session.scalar(stmt)
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if row is None:
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raise ValueError("Invalid upload file")
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file_type = FileType(mapping.get("type"))
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file_type = _standardize_file_type(file_type, extension="." + row.extension, mime_type=row.mime_type)
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return File(
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id=mapping.get("id"),
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filename=row.name,
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@ -152,11 +159,14 @@ def _build_from_remote_url(
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mime_type, filename, file_size = _get_remote_file_info(url)
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extension = mimetypes.guess_extension(mime_type) or "." + filename.split(".")[-1] if "." in filename else ".bin"
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file_type = FileType(mapping.get("type"))
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file_type = _standardize_file_type(file_type, extension=extension, mime_type=mime_type)
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return File(
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id=mapping.get("id"),
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filename=filename,
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tenant_id=tenant_id,
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type=FileType.value_of(mapping.get("type")),
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type=file_type,
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transfer_method=transfer_method,
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remote_url=url,
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mime_type=mime_type,
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@ -171,6 +181,7 @@ def _get_remote_file_info(url: str):
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mime_type = mimetypes.guess_type(filename)[0] or ""
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resp = ssrf_proxy.head(url, follow_redirects=True)
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resp = cast(httpx.Response, resp)
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if resp.status_code == httpx.codes.OK:
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if content_disposition := resp.headers.get("Content-Disposition"):
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filename = str(content_disposition.split("filename=")[-1].strip('"'))
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@ -180,20 +191,6 @@ def _get_remote_file_info(url: str):
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return mime_type, filename, file_size
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def _get_file_type_by_mimetype(mime_type: str) -> FileType:
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if "image" in mime_type:
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file_type = FileType.IMAGE
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elif "video" in mime_type:
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file_type = FileType.VIDEO
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elif "audio" in mime_type:
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file_type = FileType.AUDIO
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elif "text" in mime_type or "pdf" in mime_type:
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file_type = FileType.DOCUMENT
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else:
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file_type = FileType.CUSTOM
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return file_type
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def _build_from_tool_file(
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*,
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mapping: Mapping[str, Any],
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@ -213,7 +210,8 @@ def _build_from_tool_file(
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raise ValueError(f"ToolFile {mapping.get('tool_file_id')} not found")
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extension = "." + tool_file.file_key.split(".")[-1] if "." in tool_file.file_key else ".bin"
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file_type = mapping.get("type", _get_file_type_by_mimetype(tool_file.mimetype))
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file_type = FileType(mapping.get("type"))
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file_type = _standardize_file_type(file_type, extension=extension, mime_type=tool_file.mimetype)
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return File(
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id=mapping.get("id"),
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@ -229,18 +227,68 @@ def _build_from_tool_file(
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)
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def _is_file_valid_with_config(*, file: File, config: FileUploadConfig) -> bool:
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if config.allowed_file_types and file.type not in config.allowed_file_types and file.type != FileType.CUSTOM:
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def _is_file_valid_with_config(
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*,
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input_file_type: str,
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file_extension: str,
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file_transfer_method: FileTransferMethod,
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config: FileUploadConfig,
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) -> bool:
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if (
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config.allowed_file_types
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and input_file_type not in config.allowed_file_types
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and input_file_type != FileType.CUSTOM
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):
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return False
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if config.allowed_file_extensions and file.extension not in config.allowed_file_extensions:
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if config.allowed_file_extensions and file_extension not in config.allowed_file_extensions:
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return False
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if config.allowed_file_upload_methods and file.transfer_method not in config.allowed_file_upload_methods:
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if config.allowed_file_upload_methods and file_transfer_method not in config.allowed_file_upload_methods:
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return False
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if file.type == FileType.IMAGE and config.image_config:
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if config.image_config.transfer_methods and file.transfer_method not in config.image_config.transfer_methods:
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if input_file_type == FileType.IMAGE and config.image_config:
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if config.image_config.transfer_methods and file_transfer_method not in config.image_config.transfer_methods:
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return False
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return True
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def _standardize_file_type(file_type: FileType, /, *, extension: str = "", mime_type: str = "") -> FileType:
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"""
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If custom type, try to guess the file type by extension and mime_type.
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"""
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if file_type != FileType.CUSTOM:
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return FileType(file_type)
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guessed_type = None
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if extension:
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guessed_type = _get_file_type_by_extension(extension)
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if guessed_type is None and mime_type:
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guessed_type = _get_file_type_by_mimetype(mime_type)
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return guessed_type or FileType.CUSTOM
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def _get_file_type_by_extension(extension: str) -> FileType | None:
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extension = extension.lstrip(".")
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if extension in IMAGE_EXTENSIONS:
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return FileType.IMAGE
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elif extension in VIDEO_EXTENSIONS:
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return FileType.VIDEO
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elif extension in AUDIO_EXTENSIONS:
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return FileType.AUDIO
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elif extension in DOCUMENT_EXTENSIONS:
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return FileType.DOCUMENT
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def _get_file_type_by_mimetype(mime_type: str) -> FileType | None:
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if "image" in mime_type:
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file_type = FileType.IMAGE
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elif "video" in mime_type:
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file_type = FileType.VIDEO
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elif "audio" in mime_type:
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file_type = FileType.AUDIO
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elif "text" in mime_type or "pdf" in mime_type:
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file_type = FileType.DOCUMENT
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else:
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file_type = FileType.CUSTOM
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return file_type
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