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

from datetime import datetime, timezone

import pytz
from flask_login import current_user
from flask_restful import Resource, marshal_with, reqparse
from flask_restful.inputs import int_range
from sqlalchemy import func, or_
from sqlalchemy.orm import joinedload
from werkzeug.exceptions import Forbidden, NotFound

from controllers.console import api
from controllers.console.app.wraps import get_app_model
from controllers.console.setup import setup_required
from controllers.console.wraps import account_initialization_required
from core.app.entities.app_invoke_entities import InvokeFrom
from extensions.ext_database import db
from fields.conversation_fields import (
    conversation_detail_fields,
    conversation_message_detail_fields,
    conversation_pagination_fields,
    conversation_with_summary_pagination_fields,
)
from libs.helper import datetime_string
from libs.login import login_required
from models.model import AppMode, Conversation, EndUser, Message, MessageAnnotation


class CompletionConversationApi(Resource):

    @setup_required
    @login_required
    @account_initialization_required
    @get_app_model(mode=AppMode.COMPLETION)
    @marshal_with(conversation_pagination_fields)
    def get(self, app_model):
        if not current_user.is_admin_or_owner:
            raise Forbidden()
        parser = reqparse.RequestParser()
        parser.add_argument('keyword', type=str, location='args')
        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
        parser.add_argument('annotation_status', type=str,
                            choices=['annotated', 'not_annotated', 'all'], default='all', location='args')
        parser.add_argument('page', type=int_range(1, 99999), default=1, location='args')
        parser.add_argument('limit', type=int_range(1, 100), default=20, location='args')
        args = parser.parse_args()

        query = db.select(Conversation).where(Conversation.app_id == app_model.id, Conversation.mode == 'completion')

        if args['keyword']:
            query = query.join(
                Message, Message.conversation_id == Conversation.id
            ).filter(
                or_(
                    Message.query.ilike('%{}%'.format(args['keyword'])),
                    Message.answer.ilike('%{}%'.format(args['keyword']))
                )
            )

        account = current_user
        timezone = pytz.timezone(account.timezone)
        utc_timezone = pytz.utc

        if args['start']:
            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
            start_datetime = start_datetime.replace(second=0)

            start_datetime_timezone = timezone.localize(start_datetime)
            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)

            query = query.where(Conversation.created_at >= start_datetime_utc)

        if args['end']:
            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
            end_datetime = end_datetime.replace(second=59)

            end_datetime_timezone = timezone.localize(end_datetime)
            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)

            query = query.where(Conversation.created_at < end_datetime_utc)

        if args['annotation_status'] == "annotated":
            query = query.options(joinedload(Conversation.message_annotations)).join(
                MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
            )
        elif args['annotation_status'] == "not_annotated":
            query = query.outerjoin(
                MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
            ).group_by(Conversation.id).having(func.count(MessageAnnotation.id) == 0)

        query = query.order_by(Conversation.created_at.desc())

        conversations = db.paginate(
            query,
            page=args['page'],
            per_page=args['limit'],
            error_out=False
        )

        return conversations


class CompletionConversationDetailApi(Resource):

    @setup_required
    @login_required
    @account_initialization_required
    @get_app_model(mode=AppMode.COMPLETION)
    @marshal_with(conversation_message_detail_fields)
    def get(self, app_model, conversation_id):
        if not current_user.is_admin_or_owner:
            raise Forbidden()
        conversation_id = str(conversation_id)

        return _get_conversation(app_model, conversation_id)

    @setup_required
    @login_required
    @account_initialization_required
    @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
    def delete(self, app_model, conversation_id):
        if not current_user.is_admin_or_owner:
            raise Forbidden()
        conversation_id = str(conversation_id)

        conversation = db.session.query(Conversation) \
            .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id).first()

        if not conversation:
            raise NotFound("Conversation Not Exists.")

        conversation.is_deleted = True
        db.session.commit()

        return {'result': 'success'}, 204


class ChatConversationApi(Resource):

    @setup_required
    @login_required
    @account_initialization_required
    @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
    @marshal_with(conversation_with_summary_pagination_fields)
    def get(self, app_model):
        if not current_user.is_admin_or_owner:
            raise Forbidden()
        parser = reqparse.RequestParser()
        parser.add_argument('keyword', type=str, location='args')
        parser.add_argument('start', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
        parser.add_argument('end', type=datetime_string('%Y-%m-%d %H:%M'), location='args')
        parser.add_argument('annotation_status', type=str,
                            choices=['annotated', 'not_annotated', 'all'], default='all', location='args')
        parser.add_argument('message_count_gte', type=int_range(1, 99999), required=False, location='args')
        parser.add_argument('page', type=int_range(1, 99999), required=False, default=1, location='args')
        parser.add_argument('limit', type=int_range(1, 100), required=False, default=20, location='args')
        args = parser.parse_args()

        subquery = (
            db.session.query(
                Conversation.id.label('conversation_id'),
                EndUser.session_id.label('from_end_user_session_id')
            )
            .outerjoin(EndUser, Conversation.from_end_user_id == EndUser.id)
            .subquery()
        )

        query = db.select(Conversation).where(Conversation.app_id == app_model.id)

        if args['keyword']:
            keyword_filter = '%{}%'.format(args['keyword'])
            query = query.join(
                Message, Message.conversation_id == Conversation.id,
            ).join(
                subquery, subquery.c.conversation_id == Conversation.id
            ).filter(
                or_(
                    Message.query.ilike(keyword_filter),
                    Message.answer.ilike(keyword_filter),
                    Conversation.name.ilike(keyword_filter),
                    Conversation.introduction.ilike(keyword_filter),
                    subquery.c.from_end_user_session_id.ilike(keyword_filter)
                ),
            )

        account = current_user
        timezone = pytz.timezone(account.timezone)
        utc_timezone = pytz.utc

        if args['start']:
            start_datetime = datetime.strptime(args['start'], '%Y-%m-%d %H:%M')
            start_datetime = start_datetime.replace(second=0)

            start_datetime_timezone = timezone.localize(start_datetime)
            start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)

            query = query.where(Conversation.created_at >= start_datetime_utc)

        if args['end']:
            end_datetime = datetime.strptime(args['end'], '%Y-%m-%d %H:%M')
            end_datetime = end_datetime.replace(second=59)

            end_datetime_timezone = timezone.localize(end_datetime)
            end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)

            query = query.where(Conversation.created_at < end_datetime_utc)

        if args['annotation_status'] == "annotated":
            query = query.options(joinedload(Conversation.message_annotations)).join(
                MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
            )
        elif args['annotation_status'] == "not_annotated":
            query = query.outerjoin(
                MessageAnnotation, MessageAnnotation.conversation_id == Conversation.id
            ).group_by(Conversation.id).having(func.count(MessageAnnotation.id) == 0)

        if args['message_count_gte'] and args['message_count_gte'] >= 1:
            query = (
                query.options(joinedload(Conversation.messages))
                .join(Message, Message.conversation_id == Conversation.id)
                .group_by(Conversation.id)
                .having(func.count(Message.id) >= args['message_count_gte'])
            )

        if app_model.mode == AppMode.ADVANCED_CHAT.value:
            query = query.where(Conversation.invoke_from != InvokeFrom.DEBUGGER.value)

        query = query.order_by(Conversation.created_at.desc())

        conversations = db.paginate(
            query,
            page=args['page'],
            per_page=args['limit'],
            error_out=False
        )

        return conversations


class ChatConversationDetailApi(Resource):

    @setup_required
    @login_required
    @account_initialization_required
    @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
    @marshal_with(conversation_detail_fields)
    def get(self, app_model, conversation_id):
        if not current_user.is_admin_or_owner:
            raise Forbidden()
        conversation_id = str(conversation_id)

        return _get_conversation(app_model, conversation_id)

    @setup_required
    @login_required
    @get_app_model(mode=[AppMode.CHAT, AppMode.AGENT_CHAT, AppMode.ADVANCED_CHAT])
    @account_initialization_required
    def delete(self, app_model, conversation_id):
        if not current_user.is_admin_or_owner:
            raise Forbidden()
        conversation_id = str(conversation_id)

        conversation = db.session.query(Conversation) \
            .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id).first()

        if not conversation:
            raise NotFound("Conversation Not Exists.")

        conversation.is_deleted = True
        db.session.commit()

        return {'result': 'success'}, 204


api.add_resource(CompletionConversationApi, '/apps/<uuid:app_id>/completion-conversations')
api.add_resource(CompletionConversationDetailApi, '/apps/<uuid:app_id>/completion-conversations/<uuid:conversation_id>')
api.add_resource(ChatConversationApi, '/apps/<uuid:app_id>/chat-conversations')
api.add_resource(ChatConversationDetailApi, '/apps/<uuid:app_id>/chat-conversations/<uuid:conversation_id>')


def _get_conversation(app_model, conversation_id):
    conversation = db.session.query(Conversation) \
        .filter(Conversation.id == conversation_id, Conversation.app_id == app_model.id).first()

    if not conversation:
        raise NotFound("Conversation Not Exists.")

    if not conversation.read_at:
        conversation.read_at = datetime.now(timezone.utc).replace(tzinfo=None)
        conversation.read_account_id = current_user.id
        db.session.commit()

    return conversation