mirror of
https://github.com/langgenius/dify.git
synced 2024-11-16 19:59:50 +08:00
4b53bb1a32
Co-authored-by: StyleZhang <jasonapring2015@outlook.com> Co-authored-by: jyong <jyong@dify.ai>
429 lines
15 KiB
Python
429 lines
15 KiB
Python
from datetime import datetime
|
|
|
|
import pytz
|
|
from flask_login import current_user
|
|
from core.login.login import login_required
|
|
from flask_restful import Resource, reqparse, fields, marshal_with
|
|
from flask_restful.inputs import int_range
|
|
from sqlalchemy import or_, func
|
|
from sqlalchemy.orm import joinedload
|
|
from werkzeug.exceptions import NotFound
|
|
|
|
from controllers.console import api
|
|
from controllers.console.app import _get_app
|
|
from controllers.console.setup import setup_required
|
|
from controllers.console.wraps import account_initialization_required
|
|
from libs.helper import TimestampField, datetime_string, uuid_value
|
|
from extensions.ext_database import db
|
|
from models.model import Message, MessageAnnotation, Conversation
|
|
|
|
account_fields = {
|
|
'id': fields.String,
|
|
'name': fields.String,
|
|
'email': fields.String
|
|
}
|
|
|
|
feedback_fields = {
|
|
'rating': fields.String,
|
|
'content': fields.String,
|
|
'from_source': fields.String,
|
|
'from_end_user_id': fields.String,
|
|
'from_account': fields.Nested(account_fields, allow_null=True),
|
|
}
|
|
|
|
annotation_fields = {
|
|
'content': fields.String,
|
|
'account': fields.Nested(account_fields, allow_null=True),
|
|
'created_at': TimestampField
|
|
}
|
|
|
|
message_detail_fields = {
|
|
'id': fields.String,
|
|
'conversation_id': fields.String,
|
|
'inputs': fields.Raw,
|
|
'query': fields.String,
|
|
'message': fields.Raw,
|
|
'message_tokens': fields.Integer,
|
|
'answer': fields.String,
|
|
'answer_tokens': fields.Integer,
|
|
'provider_response_latency': fields.Float,
|
|
'from_source': fields.String,
|
|
'from_end_user_id': fields.String,
|
|
'from_account_id': fields.String,
|
|
'feedbacks': fields.List(fields.Nested(feedback_fields)),
|
|
'annotation': fields.Nested(annotation_fields, allow_null=True),
|
|
'created_at': TimestampField
|
|
}
|
|
|
|
feedback_stat_fields = {
|
|
'like': fields.Integer,
|
|
'dislike': fields.Integer
|
|
}
|
|
|
|
model_config_fields = {
|
|
'opening_statement': fields.String,
|
|
'suggested_questions': fields.Raw,
|
|
'model': fields.Raw,
|
|
'user_input_form': fields.Raw,
|
|
'pre_prompt': fields.String,
|
|
'agent_mode': fields.Raw,
|
|
}
|
|
|
|
|
|
class CompletionConversationApi(Resource):
|
|
class MessageTextField(fields.Raw):
|
|
def format(self, value):
|
|
return value[0]['text'] if value else ''
|
|
|
|
simple_configs_fields = {
|
|
'prompt_template': fields.String,
|
|
}
|
|
|
|
simple_model_config_fields = {
|
|
'model': fields.Raw(attribute='model_dict'),
|
|
'pre_prompt': fields.String,
|
|
}
|
|
|
|
simple_message_detail_fields = {
|
|
'inputs': fields.Raw,
|
|
'query': fields.String,
|
|
'message': MessageTextField,
|
|
'answer': fields.String,
|
|
}
|
|
|
|
conversation_fields = {
|
|
'id': fields.String,
|
|
'status': fields.String,
|
|
'from_source': fields.String,
|
|
'from_end_user_id': fields.String,
|
|
'from_end_user_session_id': fields.String(),
|
|
'from_account_id': fields.String,
|
|
'read_at': TimestampField,
|
|
'created_at': TimestampField,
|
|
'annotation': fields.Nested(annotation_fields, allow_null=True),
|
|
'model_config': fields.Nested(simple_model_config_fields),
|
|
'user_feedback_stats': fields.Nested(feedback_stat_fields),
|
|
'admin_feedback_stats': fields.Nested(feedback_stat_fields),
|
|
'message': fields.Nested(simple_message_detail_fields, attribute='first_message')
|
|
}
|
|
|
|
conversation_pagination_fields = {
|
|
'page': fields.Integer,
|
|
'limit': fields.Integer(attribute='per_page'),
|
|
'total': fields.Integer,
|
|
'has_more': fields.Boolean(attribute='has_next'),
|
|
'data': fields.List(fields.Nested(conversation_fields), attribute='items')
|
|
}
|
|
|
|
@setup_required
|
|
@login_required
|
|
@account_initialization_required
|
|
@marshal_with(conversation_pagination_fields)
|
|
def get(self, app_id):
|
|
app_id = str(app_id)
|
|
|
|
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()
|
|
|
|
# get app info
|
|
app = _get_app(app_id, 'completion')
|
|
|
|
query = db.select(Conversation).where(Conversation.app_id == app.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):
|
|
conversation_detail_fields = {
|
|
'id': fields.String,
|
|
'status': fields.String,
|
|
'from_source': fields.String,
|
|
'from_end_user_id': fields.String,
|
|
'from_account_id': fields.String,
|
|
'created_at': TimestampField,
|
|
'model_config': fields.Nested(model_config_fields),
|
|
'message': fields.Nested(message_detail_fields, attribute='first_message'),
|
|
}
|
|
|
|
@setup_required
|
|
@login_required
|
|
@account_initialization_required
|
|
@marshal_with(conversation_detail_fields)
|
|
def get(self, app_id, conversation_id):
|
|
app_id = str(app_id)
|
|
conversation_id = str(conversation_id)
|
|
|
|
return _get_conversation(app_id, conversation_id, 'completion')
|
|
|
|
@setup_required
|
|
@login_required
|
|
@account_initialization_required
|
|
def delete(self, app_id, conversation_id):
|
|
app_id = str(app_id)
|
|
conversation_id = str(conversation_id)
|
|
|
|
app = _get_app(app_id, 'chat')
|
|
|
|
conversation = db.session.query(Conversation) \
|
|
.filter(Conversation.id == conversation_id, Conversation.app_id == app.id).first()
|
|
|
|
if not conversation:
|
|
raise NotFound("Conversation Not Exists.")
|
|
|
|
conversation.is_deleted = True
|
|
db.session.commit()
|
|
|
|
return {'result': 'success'}, 204
|
|
|
|
|
|
class ChatConversationApi(Resource):
|
|
simple_configs_fields = {
|
|
'prompt_template': fields.String,
|
|
}
|
|
|
|
simple_model_config_fields = {
|
|
'model': fields.Raw(attribute='model_dict'),
|
|
'pre_prompt': fields.String,
|
|
}
|
|
|
|
conversation_fields = {
|
|
'id': fields.String,
|
|
'status': fields.String,
|
|
'from_source': fields.String,
|
|
'from_end_user_id': fields.String,
|
|
'from_end_user_session_id': fields.String,
|
|
'from_account_id': fields.String,
|
|
'summary': fields.String(attribute='summary_or_query'),
|
|
'read_at': TimestampField,
|
|
'created_at': TimestampField,
|
|
'annotated': fields.Boolean,
|
|
'model_config': fields.Nested(simple_model_config_fields),
|
|
'message_count': fields.Integer,
|
|
'user_feedback_stats': fields.Nested(feedback_stat_fields),
|
|
'admin_feedback_stats': fields.Nested(feedback_stat_fields)
|
|
}
|
|
|
|
conversation_pagination_fields = {
|
|
'page': fields.Integer,
|
|
'limit': fields.Integer(attribute='per_page'),
|
|
'total': fields.Integer,
|
|
'has_more': fields.Boolean(attribute='has_next'),
|
|
'data': fields.List(fields.Nested(conversation_fields), attribute='items')
|
|
}
|
|
|
|
@setup_required
|
|
@login_required
|
|
@account_initialization_required
|
|
@marshal_with(conversation_pagination_fields)
|
|
def get(self, app_id):
|
|
app_id = str(app_id)
|
|
|
|
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()
|
|
|
|
# get app info
|
|
app = _get_app(app_id, 'chat')
|
|
|
|
query = db.select(Conversation).where(Conversation.app_id == app.id, Conversation.mode == 'chat')
|
|
|
|
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'])),
|
|
Conversation.name.ilike('%{}%'.format(args['keyword'])),
|
|
Conversation.introduction.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)
|
|
|
|
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'])
|
|
)
|
|
|
|
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):
|
|
conversation_detail_fields = {
|
|
'id': fields.String,
|
|
'status': fields.String,
|
|
'from_source': fields.String,
|
|
'from_end_user_id': fields.String,
|
|
'from_account_id': fields.String,
|
|
'created_at': TimestampField,
|
|
'annotated': fields.Boolean,
|
|
'model_config': fields.Nested(model_config_fields),
|
|
'message_count': fields.Integer,
|
|
'user_feedback_stats': fields.Nested(feedback_stat_fields),
|
|
'admin_feedback_stats': fields.Nested(feedback_stat_fields)
|
|
}
|
|
|
|
@setup_required
|
|
@login_required
|
|
@account_initialization_required
|
|
@marshal_with(conversation_detail_fields)
|
|
def get(self, app_id, conversation_id):
|
|
app_id = str(app_id)
|
|
conversation_id = str(conversation_id)
|
|
|
|
return _get_conversation(app_id, conversation_id, 'chat')
|
|
|
|
@setup_required
|
|
@login_required
|
|
@account_initialization_required
|
|
def delete(self, app_id, conversation_id):
|
|
app_id = str(app_id)
|
|
conversation_id = str(conversation_id)
|
|
|
|
# get app info
|
|
app = _get_app(app_id, 'chat')
|
|
|
|
conversation = db.session.query(Conversation) \
|
|
.filter(Conversation.id == conversation_id, Conversation.app_id == app.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_id, conversation_id, mode):
|
|
# get app info
|
|
app = _get_app(app_id, mode)
|
|
|
|
conversation = db.session.query(Conversation) \
|
|
.filter(Conversation.id == conversation_id, Conversation.app_id == app.id).first()
|
|
|
|
if not conversation:
|
|
raise NotFound("Conversation Not Exists.")
|
|
|
|
if not conversation.read_at:
|
|
conversation.read_at = datetime.utcnow()
|
|
conversation.read_account_id = current_user.id
|
|
db.session.commit()
|
|
|
|
return conversation
|