dify/api/controllers/console/app/annotation.py

398 lines
16 KiB
Python

from typing import Literal
from flask import request
from flask_login import current_user
from flask_restx import Resource, fields, marshal, marshal_with, reqparse
from werkzeug.exceptions import Forbidden
from controllers.common.errors import NoFileUploadedError, TooManyFilesError
from controllers.console import api, console_ns
from controllers.console.wraps import (
account_initialization_required,
cloud_edition_billing_resource_check,
setup_required,
)
from extensions.ext_redis import redis_client
from fields.annotation_fields import (
annotation_fields,
annotation_hit_history_fields,
)
from libs.login import login_required
from services.annotation_service import AppAnnotationService
@console_ns.route("/apps/<uuid:app_id>/annotation-reply/<string:action>")
class AnnotationReplyActionApi(Resource):
@api.doc("annotation_reply_action")
@api.doc(description="Enable or disable annotation reply for an app")
@api.doc(params={"app_id": "Application ID", "action": "Action to perform (enable/disable)"})
@api.expect(
api.model(
"AnnotationReplyActionRequest",
{
"score_threshold": fields.Float(required=True, description="Score threshold for annotation matching"),
"embedding_provider_name": fields.String(required=True, description="Embedding provider name"),
"embedding_model_name": fields.String(required=True, description="Embedding model name"),
},
)
)
@api.response(200, "Action completed successfully")
@api.response(403, "Insufficient permissions")
@setup_required
@login_required
@account_initialization_required
@cloud_edition_billing_resource_check("annotation")
def post(self, app_id, action: Literal["enable", "disable"]):
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)
return result, 200
@console_ns.route("/apps/<uuid:app_id>/annotation-setting")
class AppAnnotationSettingDetailApi(Resource):
@api.doc("get_annotation_setting")
@api.doc(description="Get annotation settings for an app")
@api.doc(params={"app_id": "Application ID"})
@api.response(200, "Annotation settings retrieved successfully")
@api.response(403, "Insufficient permissions")
@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, 200
@console_ns.route("/apps/<uuid:app_id>/annotation-settings/<uuid:annotation_setting_id>")
class AppAnnotationSettingUpdateApi(Resource):
@api.doc("update_annotation_setting")
@api.doc(description="Update annotation settings for an app")
@api.doc(params={"app_id": "Application ID", "annotation_setting_id": "Annotation setting ID"})
@api.expect(
api.model(
"AnnotationSettingUpdateRequest",
{
"score_threshold": fields.Float(required=True, description="Score threshold"),
"embedding_provider_name": fields.String(required=True, description="Embedding provider"),
"embedding_model_name": fields.String(required=True, description="Embedding model"),
},
)
)
@api.response(200, "Settings updated successfully")
@api.response(403, "Insufficient permissions")
@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, 200
@console_ns.route("/apps/<uuid:app_id>/annotation-reply/<string:action>/status/<uuid:job_id>")
class AnnotationReplyActionStatusApi(Resource):
@api.doc("get_annotation_reply_action_status")
@api.doc(description="Get status of annotation reply action job")
@api.doc(params={"app_id": "Application ID", "job_id": "Job ID", "action": "Action type"})
@api.response(200, "Job status retrieved successfully")
@api.response(403, "Insufficient permissions")
@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 = f"{action}_app_annotation_job_{str(job_id)}"
cache_result = redis_client.get(app_annotation_job_key)
if cache_result is None:
raise ValueError("The job does not exist.")
job_status = cache_result.decode()
error_msg = ""
if job_status == "error":
app_annotation_error_key = f"{action}_app_annotation_error_{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}, 200
@console_ns.route("/apps/<uuid:app_id>/annotations")
class AnnotationApi(Resource):
@api.doc("list_annotations")
@api.doc(description="Get annotations for an app with pagination")
@api.doc(params={"app_id": "Application ID"})
@api.expect(
api.parser()
.add_argument("page", type=int, location="args", default=1, help="Page number")
.add_argument("limit", type=int, location="args", default=20, help="Page size")
.add_argument("keyword", type=str, location="args", default="", help="Search keyword")
)
@api.response(200, "Annotations retrieved successfully")
@api.response(403, "Insufficient permissions")
@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="", 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, 200
@api.doc("create_annotation")
@api.doc(description="Create a new annotation for an app")
@api.doc(params={"app_id": "Application ID"})
@api.expect(
api.model(
"CreateAnnotationRequest",
{
"question": fields.String(required=True, description="Question text"),
"answer": fields.String(required=True, description="Answer text"),
"annotation_reply": fields.Raw(description="Annotation reply data"),
},
)
)
@api.response(201, "Annotation created successfully", annotation_fields)
@api.response(403, "Insufficient permissions")
@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 annotation
@setup_required
@login_required
@account_initialization_required
def delete(self, app_id):
if not current_user.is_editor:
raise Forbidden()
app_id = str(app_id)
# Use request.args.getlist to get annotation_ids array directly
annotation_ids = request.args.getlist("annotation_id")
# If annotation_ids are provided, handle batch deletion
if annotation_ids:
# Check if any annotation_ids contain empty strings or invalid values
if not all(annotation_id.strip() for annotation_id in annotation_ids if annotation_id):
return {
"code": "bad_request",
"message": "annotation_ids are required if the parameter is provided.",
}, 400
result = AppAnnotationService.delete_app_annotations_in_batch(app_id, annotation_ids)
return result, 204
# If no annotation_ids are provided, handle clearing all annotations
else:
AppAnnotationService.clear_all_annotations(app_id)
return {"result": "success"}, 204
@console_ns.route("/apps/<uuid:app_id>/annotations/export")
class AnnotationExportApi(Resource):
@api.doc("export_annotations")
@api.doc(description="Export all annotations for an app")
@api.doc(params={"app_id": "Application ID"})
@api.response(200, "Annotations exported successfully", fields.List(fields.Nested(annotation_fields)))
@api.response(403, "Insufficient permissions")
@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, 200
@console_ns.route("/apps/<uuid:app_id>/annotations/<uuid:annotation_id>")
class AnnotationUpdateDeleteApi(Resource):
@api.doc("update_delete_annotation")
@api.doc(description="Update or delete an annotation")
@api.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
@api.response(200, "Annotation updated successfully", annotation_fields)
@api.response(204, "Annotation deleted successfully")
@api.response(403, "Insufficient permissions")
@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"}, 204
@console_ns.route("/apps/<uuid:app_id>/annotations/batch-import")
class AnnotationBatchImportApi(Resource):
@api.doc("batch_import_annotations")
@api.doc(description="Batch import annotations from CSV file")
@api.doc(params={"app_id": "Application ID"})
@api.response(200, "Batch import started successfully")
@api.response(403, "Insufficient permissions")
@api.response(400, "No file uploaded or too many files")
@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)
# check file
if "file" not in request.files:
raise NoFileUploadedError()
if len(request.files) > 1:
raise TooManyFilesError()
# get file from request
file = request.files["file"]
# check file type
if not file.filename or not file.filename.lower().endswith(".csv"):
raise ValueError("Invalid file type. Only CSV files are allowed")
return AppAnnotationService.batch_import_app_annotations(app_id, file)
@console_ns.route("/apps/<uuid:app_id>/annotations/batch-import-status/<uuid:job_id>")
class AnnotationBatchImportStatusApi(Resource):
@api.doc("get_batch_import_status")
@api.doc(description="Get status of batch import job")
@api.doc(params={"app_id": "Application ID", "job_id": "Job ID"})
@api.response(200, "Job status retrieved successfully")
@api.response(403, "Insufficient permissions")
@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 = f"app_annotation_batch_import_{str(job_id)}"
cache_result = redis_client.get(indexing_cache_key)
if cache_result is None:
raise ValueError("The job does not exist.")
job_status = cache_result.decode()
error_msg = ""
if job_status == "error":
indexing_error_msg_key = f"app_annotation_batch_import_error_msg_{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}, 200
@console_ns.route("/apps/<uuid:app_id>/annotations/<uuid:annotation_id>/hit-histories")
class AnnotationHitHistoryListApi(Resource):
@api.doc("list_annotation_hit_histories")
@api.doc(description="Get hit histories for an annotation")
@api.doc(params={"app_id": "Application ID", "annotation_id": "Annotation ID"})
@api.expect(
api.parser()
.add_argument("page", type=int, location="args", default=1, help="Page number")
.add_argument("limit", type=int, location="args", default=20, help="Page size")
)
@api.response(
200, "Hit histories retrieved successfully", fields.List(fields.Nested(annotation_hit_history_fields))
)
@api.response(403, "Insufficient permissions")
@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 response