| 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276 | from flask import requestfrom flask_login import current_userfrom flask_restful import Resource, marshal, marshal_with, reqparsefrom werkzeug.exceptions import Forbiddenfrom controllers.console import apifrom controllers.console.app.error import NoFileUploadedErrorfrom controllers.console.datasets.error import TooManyFilesErrorfrom controllers.console.wraps import (    account_initialization_required,    cloud_edition_billing_resource_check,    setup_required,)from extensions.ext_redis import redis_clientfrom fields.annotation_fields import (    annotation_fields,    annotation_hit_history_fields,)from libs.login import login_requiredfrom services.annotation_service import AppAnnotationServiceclass AnnotationReplyActionApi(Resource):    @setup_required    @login_required    @account_initialization_required    @cloud_edition_billing_resource_check("annotation")    def post(self, app_id, action):        if not current_user.is_editor:            raise Forbidden()        app_id = str(app_id)        parser = reqparse.RequestParser()        parser.add_argument("score_threshold", required=True, type=float, location="json")        parser.add_argument("embedding_provider_name", required=True, type=str, location="json")        parser.add_argument("embedding_model_name", required=True, type=str, location="json")        args = parser.parse_args()        if action == "enable":            result = AppAnnotationService.enable_app_annotation(args, app_id)        elif action == "disable":            result = AppAnnotationService.disable_app_annotation(app_id)        else:            raise ValueError("Unsupported annotation reply action")        return result, 200class AppAnnotationSettingDetailApi(Resource):    @setup_required    @login_required    @account_initialization_required    def get(self, app_id):        if not current_user.is_editor:            raise Forbidden()        app_id = str(app_id)        result = AppAnnotationService.get_app_annotation_setting_by_app_id(app_id)        return result, 200class AppAnnotationSettingUpdateApi(Resource):    @setup_required    @login_required    @account_initialization_required    def post(self, app_id, annotation_setting_id):        if not current_user.is_editor:            raise Forbidden()        app_id = str(app_id)        annotation_setting_id = str(annotation_setting_id)        parser = reqparse.RequestParser()        parser.add_argument("score_threshold", required=True, type=float, location="json")        args = parser.parse_args()        result = AppAnnotationService.update_app_annotation_setting(app_id, annotation_setting_id, args)        return result, 200class AnnotationReplyActionStatusApi(Resource):    @setup_required    @login_required    @account_initialization_required    @cloud_edition_billing_resource_check("annotation")    def get(self, app_id, job_id, action):        if not current_user.is_editor:            raise Forbidden()        job_id = str(job_id)        app_annotation_job_key = "{}_app_annotation_job_{}".format(action, str(job_id))        cache_result = redis_client.get(app_annotation_job_key)        if cache_result is None:            raise ValueError("The job is not exist.")        job_status = cache_result.decode()        error_msg = ""        if job_status == "error":            app_annotation_error_key = "{}_app_annotation_error_{}".format(action, str(job_id))            error_msg = redis_client.get(app_annotation_error_key).decode()        return {"job_id": job_id, "job_status": job_status, "error_msg": error_msg}, 200class AnnotationListApi(Resource):    @setup_required    @login_required    @account_initialization_required    def get(self, app_id):        if not current_user.is_editor:            raise Forbidden()        page = request.args.get("page", default=1, type=int)        limit = request.args.get("limit", default=20, type=int)        keyword = request.args.get("keyword", default=None, type=str)        app_id = str(app_id)        annotation_list, total = AppAnnotationService.get_annotation_list_by_app_id(app_id, page, limit, keyword)        response = {            "data": marshal(annotation_list, annotation_fields),            "has_more": len(annotation_list) == limit,            "limit": limit,            "total": total,            "page": page,        }        return response, 200class AnnotationExportApi(Resource):    @setup_required    @login_required    @account_initialization_required    def get(self, app_id):        if not current_user.is_editor:            raise Forbidden()        app_id = str(app_id)        annotation_list = AppAnnotationService.export_annotation_list_by_app_id(app_id)        response = {"data": marshal(annotation_list, annotation_fields)}        return response, 200class AnnotationCreateApi(Resource):    @setup_required    @login_required    @account_initialization_required    @cloud_edition_billing_resource_check("annotation")    @marshal_with(annotation_fields)    def post(self, app_id):        if not current_user.is_editor:            raise Forbidden()        app_id = str(app_id)        parser = reqparse.RequestParser()        parser.add_argument("question", required=True, type=str, location="json")        parser.add_argument("answer", required=True, type=str, location="json")        args = parser.parse_args()        annotation = AppAnnotationService.insert_app_annotation_directly(args, app_id)        return annotationclass AnnotationUpdateDeleteApi(Resource):    @setup_required    @login_required    @account_initialization_required    @cloud_edition_billing_resource_check("annotation")    @marshal_with(annotation_fields)    def post(self, app_id, annotation_id):        if not current_user.is_editor:            raise Forbidden()        app_id = str(app_id)        annotation_id = str(annotation_id)        parser = reqparse.RequestParser()        parser.add_argument("question", required=True, type=str, location="json")        parser.add_argument("answer", required=True, type=str, location="json")        args = parser.parse_args()        annotation = AppAnnotationService.update_app_annotation_directly(args, app_id, annotation_id)        return annotation    @setup_required    @login_required    @account_initialization_required    def delete(self, app_id, annotation_id):        if not current_user.is_editor:            raise Forbidden()        app_id = str(app_id)        annotation_id = str(annotation_id)        AppAnnotationService.delete_app_annotation(app_id, annotation_id)        return {"result": "success"}, 200class AnnotationBatchImportApi(Resource):    @setup_required    @login_required    @account_initialization_required    @cloud_edition_billing_resource_check("annotation")    def post(self, app_id):        if not current_user.is_editor:            raise Forbidden()        app_id = str(app_id)        # 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()        # check file type        if not file.filename.endswith(".csv"):            raise ValueError("Invalid file type. Only CSV files are allowed")        return AppAnnotationService.batch_import_app_annotations(app_id, file)class AnnotationBatchImportStatusApi(Resource):    @setup_required    @login_required    @account_initialization_required    @cloud_edition_billing_resource_check("annotation")    def get(self, app_id, job_id):        if not current_user.is_editor:            raise Forbidden()        job_id = str(job_id)        indexing_cache_key = "app_annotation_batch_import_{}".format(str(job_id))        cache_result = redis_client.get(indexing_cache_key)        if cache_result is None:            raise ValueError("The job is not exist.")        job_status = cache_result.decode()        error_msg = ""        if job_status == "error":            indexing_error_msg_key = "app_annotation_batch_import_error_msg_{}".format(str(job_id))            error_msg = redis_client.get(indexing_error_msg_key).decode()        return {"job_id": job_id, "job_status": job_status, "error_msg": error_msg}, 200class AnnotationHitHistoryListApi(Resource):    @setup_required    @login_required    @account_initialization_required    def get(self, app_id, annotation_id):        if not current_user.is_editor:            raise Forbidden()        page = request.args.get("page", default=1, type=int)        limit = request.args.get("limit", default=20, type=int)        app_id = str(app_id)        annotation_id = str(annotation_id)        annotation_hit_history_list, total = AppAnnotationService.get_annotation_hit_histories(            app_id, annotation_id, page, limit        )        response = {            "data": marshal(annotation_hit_history_list, annotation_hit_history_fields),            "has_more": len(annotation_hit_history_list) == limit,            "limit": limit,            "total": total,            "page": page,        }        return responseapi.add_resource(AnnotationReplyActionApi, "/apps/<uuid:app_id>/annotation-reply/<string:action>")api.add_resource(    AnnotationReplyActionStatusApi, "/apps/<uuid:app_id>/annotation-reply/<string:action>/status/<uuid:job_id>")api.add_resource(AnnotationListApi, "/apps/<uuid:app_id>/annotations")api.add_resource(AnnotationExportApi, "/apps/<uuid:app_id>/annotations/export")api.add_resource(AnnotationUpdateDeleteApi, "/apps/<uuid:app_id>/annotations/<uuid:annotation_id>")api.add_resource(AnnotationBatchImportApi, "/apps/<uuid:app_id>/annotations/batch-import")api.add_resource(AnnotationBatchImportStatusApi, "/apps/<uuid:app_id>/annotations/batch-import-status/<uuid:job_id>")api.add_resource(AnnotationHitHistoryListApi, "/apps/<uuid:app_id>/annotations/<uuid:annotation_id>/hit-histories")api.add_resource(AppAnnotationSettingDetailApi, "/apps/<uuid:app_id>/annotation-setting")api.add_resource(AppAnnotationSettingUpdateApi, "/apps/<uuid:app_id>/annotation-settings/<uuid:annotation_setting_id>")
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