dify/api/controllers/console/datasets/data_source.py
Jyong 4b53bb1a32
Feat/token support (#909)
Co-authored-by: StyleZhang <jasonapring2015@outlook.com>
Co-authored-by: jyong <jyong@dify.ai>
2023-08-21 13:57:18 +08:00

302 lines
11 KiB
Python

import datetime
import json
from cachetools import TTLCache
from flask import request, current_app
from flask_login import current_user
from core.login.login import login_required
from flask_restful import Resource, marshal_with, fields, reqparse, marshal
from werkzeug.exceptions import NotFound
from controllers.console import api
from controllers.console.setup import setup_required
from controllers.console.wraps import account_initialization_required
from core.data_loader.loader.notion import NotionLoader
from core.indexing_runner import IndexingRunner
from extensions.ext_database import db
from libs.helper import TimestampField
from models.dataset import Document
from models.source import DataSourceBinding
from services.dataset_service import DatasetService, DocumentService
from tasks.document_indexing_sync_task import document_indexing_sync_task
cache = TTLCache(maxsize=None, ttl=30)
class DataSourceApi(Resource):
integrate_icon_fields = {
'type': fields.String,
'url': fields.String,
'emoji': fields.String
}
integrate_page_fields = {
'page_name': fields.String,
'page_id': fields.String,
'page_icon': fields.Nested(integrate_icon_fields, allow_null=True),
'parent_id': fields.String,
'type': fields.String
}
integrate_workspace_fields = {
'workspace_name': fields.String,
'workspace_id': fields.String,
'workspace_icon': fields.String,
'pages': fields.List(fields.Nested(integrate_page_fields)),
'total': fields.Integer
}
integrate_fields = {
'id': fields.String,
'provider': fields.String,
'created_at': TimestampField,
'is_bound': fields.Boolean,
'disabled': fields.Boolean,
'link': fields.String,
'source_info': fields.Nested(integrate_workspace_fields)
}
integrate_list_fields = {
'data': fields.List(fields.Nested(integrate_fields)),
}
@setup_required
@login_required
@account_initialization_required
@marshal_with(integrate_list_fields)
def get(self):
# get workspace data source integrates
data_source_integrates = db.session.query(DataSourceBinding).filter(
DataSourceBinding.tenant_id == current_user.current_tenant_id,
DataSourceBinding.disabled == False
).all()
base_url = request.url_root.rstrip('/')
data_source_oauth_base_path = "/console/api/oauth/data-source"
providers = ["notion"]
integrate_data = []
for provider in providers:
# existing_integrate = next((ai for ai in data_source_integrates if ai.provider == provider), None)
existing_integrates = filter(lambda item: item.provider == provider, data_source_integrates)
if existing_integrates:
for existing_integrate in list(existing_integrates):
integrate_data.append({
'id': existing_integrate.id,
'provider': provider,
'created_at': existing_integrate.created_at,
'is_bound': True,
'disabled': existing_integrate.disabled,
'source_info': existing_integrate.source_info,
'link': f'{base_url}{data_source_oauth_base_path}/{provider}'
})
else:
integrate_data.append({
'id': None,
'provider': provider,
'created_at': None,
'source_info': None,
'is_bound': False,
'disabled': None,
'link': f'{base_url}{data_source_oauth_base_path}/{provider}'
})
return {'data': integrate_data}, 200
@setup_required
@login_required
@account_initialization_required
def patch(self, binding_id, action):
binding_id = str(binding_id)
action = str(action)
data_source_binding = DataSourceBinding.query.filter_by(
id=binding_id
).first()
if data_source_binding is None:
raise NotFound('Data source binding not found.')
# enable binding
if action == 'enable':
if data_source_binding.disabled:
data_source_binding.disabled = False
data_source_binding.updated_at = datetime.datetime.utcnow()
db.session.add(data_source_binding)
db.session.commit()
else:
raise ValueError('Data source is not disabled.')
# disable binding
if action == 'disable':
if not data_source_binding.disabled:
data_source_binding.disabled = True
data_source_binding.updated_at = datetime.datetime.utcnow()
db.session.add(data_source_binding)
db.session.commit()
else:
raise ValueError('Data source is disabled.')
return {'result': 'success'}, 200
class DataSourceNotionListApi(Resource):
integrate_icon_fields = {
'type': fields.String,
'url': fields.String,
'emoji': fields.String
}
integrate_page_fields = {
'page_name': fields.String,
'page_id': fields.String,
'page_icon': fields.Nested(integrate_icon_fields, allow_null=True),
'is_bound': fields.Boolean,
'parent_id': fields.String,
'type': fields.String
}
integrate_workspace_fields = {
'workspace_name': fields.String,
'workspace_id': fields.String,
'workspace_icon': fields.String,
'pages': fields.List(fields.Nested(integrate_page_fields))
}
integrate_notion_info_list_fields = {
'notion_info': fields.List(fields.Nested(integrate_workspace_fields)),
}
@setup_required
@login_required
@account_initialization_required
@marshal_with(integrate_notion_info_list_fields)
def get(self):
dataset_id = request.args.get('dataset_id', default=None, type=str)
exist_page_ids = []
# import notion in the exist dataset
if dataset_id:
dataset = DatasetService.get_dataset(dataset_id)
if not dataset:
raise NotFound('Dataset not found.')
if dataset.data_source_type != 'notion_import':
raise ValueError('Dataset is not notion type.')
documents = Document.query.filter_by(
dataset_id=dataset_id,
tenant_id=current_user.current_tenant_id,
data_source_type='notion_import',
enabled=True
).all()
if documents:
for document in documents:
data_source_info = json.loads(document.data_source_info)
exist_page_ids.append(data_source_info['notion_page_id'])
# get all authorized pages
data_source_bindings = DataSourceBinding.query.filter_by(
tenant_id=current_user.current_tenant_id,
provider='notion',
disabled=False
).all()
if not data_source_bindings:
return {
'notion_info': []
}, 200
pre_import_info_list = []
for data_source_binding in data_source_bindings:
source_info = data_source_binding.source_info
pages = source_info['pages']
# Filter out already bound pages
for page in pages:
if page['page_id'] in exist_page_ids:
page['is_bound'] = True
else:
page['is_bound'] = False
pre_import_info = {
'workspace_name': source_info['workspace_name'],
'workspace_icon': source_info['workspace_icon'],
'workspace_id': source_info['workspace_id'],
'pages': pages,
}
pre_import_info_list.append(pre_import_info)
return {
'notion_info': pre_import_info_list
}, 200
class DataSourceNotionApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self, workspace_id, page_id, page_type):
workspace_id = str(workspace_id)
page_id = str(page_id)
data_source_binding = DataSourceBinding.query.filter(
db.and_(
DataSourceBinding.tenant_id == current_user.current_tenant_id,
DataSourceBinding.provider == 'notion',
DataSourceBinding.disabled == False,
DataSourceBinding.source_info['workspace_id'] == f'"{workspace_id}"'
)
).first()
if not data_source_binding:
raise NotFound('Data source binding not found.')
loader = NotionLoader(
notion_access_token=data_source_binding.access_token,
notion_workspace_id=workspace_id,
notion_obj_id=page_id,
notion_page_type=page_type
)
text_docs = loader.load()
return {
'content': "\n".join([doc.page_content for doc in text_docs])
}, 200
@setup_required
@login_required
@account_initialization_required
def post(self):
parser = reqparse.RequestParser()
parser.add_argument('notion_info_list', type=list, required=True, nullable=True, location='json')
parser.add_argument('process_rule', type=dict, required=True, nullable=True, location='json')
args = parser.parse_args()
# validate args
DocumentService.estimate_args_validate(args)
indexing_runner = IndexingRunner()
response = indexing_runner.notion_indexing_estimate(current_user.current_tenant_id, args['notion_info_list'], args['process_rule'])
return response, 200
class DataSourceNotionDatasetSyncApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self, dataset_id):
dataset_id_str = str(dataset_id)
dataset = DatasetService.get_dataset(dataset_id_str)
if dataset is None:
raise NotFound("Dataset not found.")
documents = DocumentService.get_document_by_dataset_id(dataset_id_str)
for document in documents:
document_indexing_sync_task.delay(dataset_id_str, document.id)
return 200
class DataSourceNotionDocumentSyncApi(Resource):
@setup_required
@login_required
@account_initialization_required
def get(self, dataset_id, document_id):
dataset_id_str = str(dataset_id)
document_id_str = str(document_id)
dataset = DatasetService.get_dataset(dataset_id_str)
if dataset is None:
raise NotFound("Dataset not found.")
document = DocumentService.get_document(dataset_id_str, document_id_str)
if document is None:
raise NotFound("Document not found.")
document_indexing_sync_task.delay(dataset_id_str, document_id_str)
return 200
api.add_resource(DataSourceApi, '/data-source/integrates', '/data-source/integrates/<uuid:binding_id>/<string:action>')
api.add_resource(DataSourceNotionListApi, '/notion/pre-import/pages')
api.add_resource(DataSourceNotionApi,
'/notion/workspaces/<uuid:workspace_id>/pages/<uuid:page_id>/<string:page_type>/preview',
'/datasets/notion-indexing-estimate')
api.add_resource(DataSourceNotionDatasetSyncApi, '/datasets/<uuid:dataset_id>/notion/sync')
api.add_resource(DataSourceNotionDocumentSyncApi, '/datasets/<uuid:dataset_id>/documents/<uuid:document_id>/notion/sync')