dify/api/controllers/console/datasets/file.py
John Wang 3241e4015b
feat: upgrade langchain (#430)
Co-authored-by: jyong <718720800@qq.com>
2023-06-25 16:49:14 +08:00

131 lines
3.9 KiB
Python

import datetime
import hashlib
import tempfile
import chardet
import time
import uuid
from pathlib import Path
from cachetools import TTLCache
from flask import request, current_app
from flask_login import login_required, current_user
from flask_restful import Resource, marshal_with, fields
from werkzeug.exceptions import NotFound
from controllers.console import api
from controllers.console.datasets.error import NoFileUploadedError, TooManyFilesError, FileTooLargeError, \
UnsupportedFileTypeError
from controllers.console.setup import setup_required
from controllers.console.wraps import account_initialization_required
from core.data_loader.file_extractor import FileExtractor
from extensions.ext_storage import storage
from libs.helper import TimestampField
from extensions.ext_database import db
from models.model import UploadFile
cache = TTLCache(maxsize=None, ttl=30)
FILE_SIZE_LIMIT = 15 * 1024 * 1024 # 15MB
ALLOWED_EXTENSIONS = ['txt', 'markdown', 'md', 'pdf', 'html', 'htm', 'xlsx']
PREVIEW_WORDS_LIMIT = 3000
class FileApi(Resource):
file_fields = {
'id': fields.String,
'name': fields.String,
'size': fields.Integer,
'extension': fields.String,
'mime_type': fields.String,
'created_by': fields.String,
'created_at': TimestampField,
}
@setup_required
@login_required
@account_initialization_required
@marshal_with(file_fields)
def post(self):
# get file from request
file = request.files['file']
# check file
if 'file' not in request.files:
raise NoFileUploadedError()
if len(request.files) > 1:
raise TooManyFilesError()
file_content = file.read()
file_size = len(file_content)
if file_size > FILE_SIZE_LIMIT:
message = "({file_size} > {FILE_SIZE_LIMIT})"
raise FileTooLargeError(message)
extension = file.filename.split('.')[-1]
if extension not in ALLOWED_EXTENSIONS:
raise UnsupportedFileTypeError()
# user uuid as file name
file_uuid = str(uuid.uuid4())
file_key = 'upload_files/' + current_user.current_tenant_id + '/' + file_uuid + '.' + extension
# save file to storage
storage.save(file_key, file_content)
# save file to db
config = current_app.config
upload_file = UploadFile(
tenant_id=current_user.current_tenant_id,
storage_type=config['STORAGE_TYPE'],
key=file_key,
name=file.filename,
size=file_size,
extension=extension,
mime_type=file.mimetype,
created_by=current_user.id,
created_at=datetime.datetime.utcnow(),
used=False,
hash=hashlib.sha3_256(file_content).hexdigest()
)
db.session.add(upload_file)
db.session.commit()
return upload_file, 201
class FilePreviewApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self, file_id):
file_id = str(file_id)
key = file_id + request.path
cached_response = cache.get(key)
if cached_response and time.time() - cached_response['timestamp'] < cache.ttl:
return cached_response['response']
upload_file = db.session.query(UploadFile) \
.filter(UploadFile.id == file_id) \
.first()
if not upload_file:
raise NotFound("File not found")
# extract text from file
extension = upload_file.extension
if extension not in ALLOWED_EXTENSIONS:
raise UnsupportedFileTypeError()
text = FileExtractor.load(upload_file, return_text=True)
text = text[0:PREVIEW_WORDS_LIMIT] if text else ''
return {'content': text}
api.add_resource(FileApi, '/files/upload')
api.add_resource(FilePreviewApi, '/files/<uuid:file_id>/preview')