feat/enhance the multi-modal support (#8818)

This commit is contained in:
-LAN-
2024-10-21 10:43:49 +08:00
committed by GitHub
parent 7a1d6fe509
commit e61752bd3a
267 changed files with 6263 additions and 3523 deletions

View File

@@ -9,72 +9,55 @@ from werkzeug.datastructures import FileStorage
from werkzeug.exceptions import NotFound
from configs import dify_config
from core.file.upload_file_parser import UploadFileParser
from constants import (
AUDIO_EXTENSIONS,
DOCUMENT_EXTENSIONS,
IMAGE_EXTENSIONS,
VIDEO_EXTENSIONS,
)
from core.file import helpers as file_helpers
from core.rag.extractor.extract_processor import ExtractProcessor
from extensions.ext_database import db
from extensions.ext_storage import storage
from models.account import Account
from models.model import EndUser, UploadFile
from services.errors.file import FileTooLargeError, UnsupportedFileTypeError
IMAGE_EXTENSIONS = ["jpg", "jpeg", "png", "webp", "gif", "svg"]
IMAGE_EXTENSIONS.extend([ext.upper() for ext in IMAGE_EXTENSIONS])
ALLOWED_EXTENSIONS = ["txt", "markdown", "md", "pdf", "html", "htm", "xlsx", "xls", "docx", "csv"]
UNSTRUCTURED_ALLOWED_EXTENSIONS = [
"txt",
"markdown",
"md",
"pdf",
"html",
"htm",
"xlsx",
"xls",
"docx",
"csv",
"eml",
"msg",
"pptx",
"ppt",
"xml",
"epub",
]
from services.errors.file import FileNotExistsError, FileTooLargeError, UnsupportedFileTypeError
PREVIEW_WORDS_LIMIT = 3000
class FileService:
@staticmethod
def upload_file(file: FileStorage, user: Union[Account, EndUser], only_image: bool = False) -> UploadFile:
def upload_file(file: FileStorage, user: Union[Account, EndUser]) -> UploadFile:
# get file name
filename = file.filename
extension = file.filename.split(".")[-1]
if not filename:
raise FileNotExistsError
extension = filename.split(".")[-1]
if len(filename) > 200:
filename = filename.split(".")[0][:200] + "." + extension
etl_type = dify_config.ETL_TYPE
allowed_extensions = (
UNSTRUCTURED_ALLOWED_EXTENSIONS + IMAGE_EXTENSIONS
if etl_type == "Unstructured"
else ALLOWED_EXTENSIONS + IMAGE_EXTENSIONS
)
if extension.lower() not in allowed_extensions or only_image and extension.lower() not in IMAGE_EXTENSIONS:
raise UnsupportedFileTypeError()
# read file content
file_content = file.read()
# get file size
file_size = len(file_content)
if extension.lower() in IMAGE_EXTENSIONS:
# select file size limit
if extension in IMAGE_EXTENSIONS:
file_size_limit = dify_config.UPLOAD_IMAGE_FILE_SIZE_LIMIT * 1024 * 1024
elif extension in VIDEO_EXTENSIONS:
file_size_limit = dify_config.UPLOAD_VIDEO_FILE_SIZE_LIMIT * 1024 * 1024
elif extension in AUDIO_EXTENSIONS:
file_size_limit = dify_config.UPLOAD_AUDIO_FILE_SIZE_LIMIT * 1024 * 1024
else:
file_size_limit = dify_config.UPLOAD_FILE_SIZE_LIMIT * 1024 * 1024
# check if the file size is exceeded
if file_size > file_size_limit:
message = f"File size exceeded. {file_size} > {file_size_limit}"
raise FileTooLargeError(message)
# user uuid as file name
# generate file key
file_uuid = str(uuid.uuid4())
if isinstance(user, Account):
@@ -150,9 +133,7 @@ class FileService:
# extract text from file
extension = upload_file.extension
etl_type = dify_config.ETL_TYPE
allowed_extensions = UNSTRUCTURED_ALLOWED_EXTENSIONS if etl_type == "Unstructured" else ALLOWED_EXTENSIONS
if extension.lower() not in allowed_extensions:
if extension.lower() not in DOCUMENT_EXTENSIONS:
raise UnsupportedFileTypeError()
text = ExtractProcessor.load_from_upload_file(upload_file, return_text=True)
@@ -161,8 +142,10 @@ class FileService:
return text
@staticmethod
def get_image_preview(file_id: str, timestamp: str, nonce: str, sign: str) -> tuple[Generator, str]:
result = UploadFileParser.verify_image_file_signature(file_id, timestamp, nonce, sign)
def get_image_preview(file_id: str, timestamp: str, nonce: str, sign: str):
result = file_helpers.verify_image_signature(
upload_file_id=file_id, timestamp=timestamp, nonce=nonce, sign=sign
)
if not result:
raise NotFound("File not found or signature is invalid")
@@ -180,6 +163,21 @@ class FileService:
return generator, upload_file.mime_type
@staticmethod
def get_signed_file_preview(file_id: str, timestamp: str, nonce: str, sign: str):
result = file_helpers.verify_file_signature(upload_file_id=file_id, timestamp=timestamp, nonce=nonce, sign=sign)
if not result:
raise NotFound("File not found or signature is invalid")
upload_file = db.session.query(UploadFile).filter(UploadFile.id == file_id).first()
if not upload_file:
raise NotFound("File not found or signature is invalid")
generator = storage.load(upload_file.key, stream=True)
return generator, upload_file.mime_type
@staticmethod
def get_public_image_preview(file_id: str) -> tuple[Generator, str]:
upload_file = db.session.query(UploadFile).filter(UploadFile.id == file_id).first()