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                        - import datetime
 - import hashlib
 - import time
 - import uuid
 - 
 - from cachetools import TTLCache
 - from flask import request, current_app
 - from flask_login import current_user
 - from werkzeug.datastructures import FileStorage
 - from werkzeug.exceptions import NotFound
 - 
 - from core.data_loader.file_extractor import FileExtractor
 - from extensions.ext_storage import storage
 - from extensions.ext_database import db
 - from models.model import UploadFile
 - from services.errors.file import FileTooLargeError, UnsupportedFileTypeError
 - 
 - ALLOWED_EXTENSIONS = ['txt', 'markdown', 'md', 'pdf', 'html', 'htm', 'xlsx', 'docx', 'csv']
 - PREVIEW_WORDS_LIMIT = 3000
 - cache = TTLCache(maxsize=None, ttl=30)
 - 
 - 
 - class FileService:
 - 
 -     @staticmethod
 -     def upload_file(file: FileStorage) -> UploadFile:
 -         # read file content
 -         file_content = file.read()
 -         # get file size
 -         file_size = len(file_content)
 - 
 -         file_size_limit = current_app.config.get("UPLOAD_FILE_SIZE_LIMIT") * 1024 * 1024
 -         if file_size > file_size_limit:
 -             message = f'File size exceeded. {file_size} > {file_size_limit}'
 -             raise FileTooLargeError(message)
 - 
 -         extension = file.filename.split('.')[-1]
 -         if extension.lower() 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
 - 
 -     @staticmethod
 -     def upload_text(text: str, text_name: str) -> UploadFile:
 -         # user uuid as file name
 -         file_uuid = str(uuid.uuid4())
 -         file_key = 'upload_files/' + current_user.current_tenant_id + '/' + file_uuid + '.txt'
 - 
 -         # save file to storage
 -         storage.save(file_key, text.encode('utf-8'))
 - 
 -         # 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=text_name + '.txt',
 -             size=len(text),
 -             extension='txt',
 -             mime_type='text/plain',
 -             created_by=current_user.id,
 -             created_at=datetime.datetime.utcnow(),
 -             used=True,
 -             used_by=current_user.id,
 -             used_at=datetime.datetime.utcnow()
 -         )
 - 
 -         db.session.add(upload_file)
 -         db.session.commit()
 - 
 -         return upload_file
 - 
 -     @staticmethod
 -     def get_file_preview(file_id: str) -> str:
 -         # get file storage key
 -         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.lower() not in ALLOWED_EXTENSIONS:
 -             raise UnsupportedFileTypeError()
 - 
 -         text = FileExtractor.load(upload_file, return_text=True)
 -         text = text[0:PREVIEW_WORDS_LIMIT] if text else ''
 - 
 -         return text
 
 
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