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feat(file_factory): Standardize custom file type into known types (#11028)

Signed-off-by: -LAN- <laipz8200@outlook.com>
tags/0.12.0
-LAN- 11 月之前
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共有 1 個文件被更改,包括 74 次插入26 次删除
  1. 74
    26
      api/factories/file_factory.py

+ 74
- 26
api/factories/file_factory.py 查看文件

@@ -1,10 +1,11 @@
import mimetypes
from collections.abc import Callable, Mapping, Sequence
from typing import Any
from typing import Any, cast

import httpx
from sqlalchemy import select

from constants import AUDIO_EXTENSIONS, DOCUMENT_EXTENSIONS, IMAGE_EXTENSIONS, VIDEO_EXTENSIONS
from core.file import File, FileBelongsTo, FileTransferMethod, FileType, FileUploadConfig
from core.helper import ssrf_proxy
from extensions.ext_database import db
@@ -71,7 +72,12 @@ def build_from_mapping(
transfer_method=transfer_method,
)

if not _is_file_valid_with_config(file=file, config=config):
if not _is_file_valid_with_config(
input_file_type=mapping.get("type", FileType.CUSTOM),
file_extension=file.extension,
file_transfer_method=file.transfer_method,
config=config,
):
raise ValueError(f"File validation failed for file: {file.filename}")

return file
@@ -114,17 +120,18 @@ def _build_from_local_file(
tenant_id: str,
transfer_method: FileTransferMethod,
) -> File:
file_type = FileType.value_of(mapping.get("type"))
stmt = select(UploadFile).where(
UploadFile.id == mapping.get("upload_file_id"),
UploadFile.tenant_id == tenant_id,
)

row = db.session.scalar(stmt)

if row is None:
raise ValueError("Invalid upload file")

file_type = FileType(mapping.get("type"))
file_type = _standardize_file_type(file_type, extension="." + row.extension, mime_type=row.mime_type)

return File(
id=mapping.get("id"),
filename=row.name,
@@ -152,11 +159,14 @@ def _build_from_remote_url(
mime_type, filename, file_size = _get_remote_file_info(url)
extension = mimetypes.guess_extension(mime_type) or "." + filename.split(".")[-1] if "." in filename else ".bin"

file_type = FileType(mapping.get("type"))
file_type = _standardize_file_type(file_type, extension=extension, mime_type=mime_type)

return File(
id=mapping.get("id"),
filename=filename,
tenant_id=tenant_id,
type=FileType.value_of(mapping.get("type")),
type=file_type,
transfer_method=transfer_method,
remote_url=url,
mime_type=mime_type,
@@ -171,6 +181,7 @@ def _get_remote_file_info(url: str):
mime_type = mimetypes.guess_type(filename)[0] or ""

resp = ssrf_proxy.head(url, follow_redirects=True)
resp = cast(httpx.Response, resp)
if resp.status_code == httpx.codes.OK:
if content_disposition := resp.headers.get("Content-Disposition"):
filename = str(content_disposition.split("filename=")[-1].strip('"'))
@@ -180,20 +191,6 @@ def _get_remote_file_info(url: str):
return mime_type, filename, file_size


def _get_file_type_by_mimetype(mime_type: str) -> FileType:
if "image" in mime_type:
file_type = FileType.IMAGE
elif "video" in mime_type:
file_type = FileType.VIDEO
elif "audio" in mime_type:
file_type = FileType.AUDIO
elif "text" in mime_type or "pdf" in mime_type:
file_type = FileType.DOCUMENT
else:
file_type = FileType.CUSTOM
return file_type


def _build_from_tool_file(
*,
mapping: Mapping[str, Any],
@@ -213,7 +210,8 @@ def _build_from_tool_file(
raise ValueError(f"ToolFile {mapping.get('tool_file_id')} not found")

extension = "." + tool_file.file_key.split(".")[-1] if "." in tool_file.file_key else ".bin"
file_type = mapping.get("type", _get_file_type_by_mimetype(tool_file.mimetype))
file_type = FileType(mapping.get("type"))
file_type = _standardize_file_type(file_type, extension=extension, mime_type=tool_file.mimetype)

return File(
id=mapping.get("id"),
@@ -229,18 +227,68 @@ def _build_from_tool_file(
)


def _is_file_valid_with_config(*, file: File, config: FileUploadConfig) -> bool:
if config.allowed_file_types and file.type not in config.allowed_file_types and file.type != FileType.CUSTOM:
def _is_file_valid_with_config(
*,
input_file_type: str,
file_extension: str,
file_transfer_method: FileTransferMethod,
config: FileUploadConfig,
) -> bool:
if (
config.allowed_file_types
and input_file_type not in config.allowed_file_types
and input_file_type != FileType.CUSTOM
):
return False

if config.allowed_file_extensions and file.extension not in config.allowed_file_extensions:
if config.allowed_file_extensions and file_extension not in config.allowed_file_extensions:
return False

if config.allowed_file_upload_methods and file.transfer_method not in config.allowed_file_upload_methods:
if config.allowed_file_upload_methods and file_transfer_method not in config.allowed_file_upload_methods:
return False

if file.type == FileType.IMAGE and config.image_config:
if config.image_config.transfer_methods and file.transfer_method not in config.image_config.transfer_methods:
if input_file_type == FileType.IMAGE and config.image_config:
if config.image_config.transfer_methods and file_transfer_method not in config.image_config.transfer_methods:
return False

return True


def _standardize_file_type(file_type: FileType, /, *, extension: str = "", mime_type: str = "") -> FileType:
"""
If custom type, try to guess the file type by extension and mime_type.
"""
if file_type != FileType.CUSTOM:
return FileType(file_type)
guessed_type = None
if extension:
guessed_type = _get_file_type_by_extension(extension)
if guessed_type is None and mime_type:
guessed_type = _get_file_type_by_mimetype(mime_type)
return guessed_type or FileType.CUSTOM


def _get_file_type_by_extension(extension: str) -> FileType | None:
extension = extension.lstrip(".")
if extension in IMAGE_EXTENSIONS:
return FileType.IMAGE
elif extension in VIDEO_EXTENSIONS:
return FileType.VIDEO
elif extension in AUDIO_EXTENSIONS:
return FileType.AUDIO
elif extension in DOCUMENT_EXTENSIONS:
return FileType.DOCUMENT


def _get_file_type_by_mimetype(mime_type: str) -> FileType | None:
if "image" in mime_type:
file_type = FileType.IMAGE
elif "video" in mime_type:
file_type = FileType.VIDEO
elif "audio" in mime_type:
file_type = FileType.AUDIO
elif "text" in mime_type or "pdf" in mime_type:
file_type = FileType.DOCUMENT
else:
file_type = FileType.CUSTOM
return file_type

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