from flask import abort, jsonify from flask_restx import Resource, reqparse from sqlalchemy.orm import sessionmaker from controllers.console import api, console_ns from controllers.console.app.wraps import get_app_model from controllers.console.wraps import account_initialization_required, setup_required from extensions.ext_database import db from libs.datetime_utils import parse_time_range from libs.helper import DatetimeString from libs.login import current_account_with_tenant, login_required from models.enums import WorkflowRunTriggeredFrom from models.model import AppMode from repositories.factory import DifyAPIRepositoryFactory @console_ns.route("/apps//workflow/statistics/daily-conversations") class WorkflowDailyRunsStatistic(Resource): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) session_maker = sessionmaker(bind=db.engine, expire_on_commit=False) self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker) @api.doc("get_workflow_daily_runs_statistic") @api.doc(description="Get workflow daily runs statistics") @api.doc(params={"app_id": "Application ID"}) @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"}) @api.response(200, "Daily runs statistics retrieved successfully") @get_app_model @setup_required @login_required @account_initialization_required def get(self, app_model): account, _ = current_account_with_tenant() parser = ( reqparse.RequestParser() .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") ) args = parser.parse_args() assert account.timezone is not None try: start_date, end_date = parse_time_range(args["start"], args["end"], account.timezone) except ValueError as e: abort(400, description=str(e)) response_data = self._workflow_run_repo.get_daily_runs_statistics( tenant_id=app_model.tenant_id, app_id=app_model.id, triggered_from=WorkflowRunTriggeredFrom.APP_RUN, start_date=start_date, end_date=end_date, timezone=account.timezone, ) return jsonify({"data": response_data}) @console_ns.route("/apps//workflow/statistics/daily-terminals") class WorkflowDailyTerminalsStatistic(Resource): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) session_maker = sessionmaker(bind=db.engine, expire_on_commit=False) self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker) @api.doc("get_workflow_daily_terminals_statistic") @api.doc(description="Get workflow daily terminals statistics") @api.doc(params={"app_id": "Application ID"}) @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"}) @api.response(200, "Daily terminals statistics retrieved successfully") @get_app_model @setup_required @login_required @account_initialization_required def get(self, app_model): account, _ = current_account_with_tenant() parser = ( reqparse.RequestParser() .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") ) args = parser.parse_args() assert account.timezone is not None try: start_date, end_date = parse_time_range(args["start"], args["end"], account.timezone) except ValueError as e: abort(400, description=str(e)) response_data = self._workflow_run_repo.get_daily_terminals_statistics( tenant_id=app_model.tenant_id, app_id=app_model.id, triggered_from=WorkflowRunTriggeredFrom.APP_RUN, start_date=start_date, end_date=end_date, timezone=account.timezone, ) return jsonify({"data": response_data}) @console_ns.route("/apps//workflow/statistics/token-costs") class WorkflowDailyTokenCostStatistic(Resource): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) session_maker = sessionmaker(bind=db.engine, expire_on_commit=False) self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker) @api.doc("get_workflow_daily_token_cost_statistic") @api.doc(description="Get workflow daily token cost statistics") @api.doc(params={"app_id": "Application ID"}) @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"}) @api.response(200, "Daily token cost statistics retrieved successfully") @get_app_model @setup_required @login_required @account_initialization_required def get(self, app_model): account, _ = current_account_with_tenant() parser = ( reqparse.RequestParser() .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") ) args = parser.parse_args() assert account.timezone is not None try: start_date, end_date = parse_time_range(args["start"], args["end"], account.timezone) except ValueError as e: abort(400, description=str(e)) response_data = self._workflow_run_repo.get_daily_token_cost_statistics( tenant_id=app_model.tenant_id, app_id=app_model.id, triggered_from=WorkflowRunTriggeredFrom.APP_RUN, start_date=start_date, end_date=end_date, timezone=account.timezone, ) return jsonify({"data": response_data}) @console_ns.route("/apps//workflow/statistics/average-app-interactions") class WorkflowAverageAppInteractionStatistic(Resource): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) session_maker = sessionmaker(bind=db.engine, expire_on_commit=False) self._workflow_run_repo = DifyAPIRepositoryFactory.create_api_workflow_run_repository(session_maker) @api.doc("get_workflow_average_app_interaction_statistic") @api.doc(description="Get workflow average app interaction statistics") @api.doc(params={"app_id": "Application ID"}) @api.doc(params={"start": "Start date and time (YYYY-MM-DD HH:MM)", "end": "End date and time (YYYY-MM-DD HH:MM)"}) @api.response(200, "Average app interaction statistics retrieved successfully") @setup_required @login_required @account_initialization_required @get_app_model(mode=[AppMode.WORKFLOW]) def get(self, app_model): account, _ = current_account_with_tenant() parser = ( reqparse.RequestParser() .add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") .add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args") ) args = parser.parse_args() assert account.timezone is not None try: start_date, end_date = parse_time_range(args["start"], args["end"], account.timezone) except ValueError as e: abort(400, description=str(e)) response_data = self._workflow_run_repo.get_average_app_interaction_statistics( tenant_id=app_model.tenant_id, app_id=app_model.id, triggered_from=WorkflowRunTriggeredFrom.APP_RUN, start_date=start_date, end_date=end_date, timezone=account.timezone, ) return jsonify({"data": response_data})