import datetime
import json
from flask import request
from flask_login import current_user
from flask_restful import Resource, marshal_with, reqparse
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.indexing_runner import IndexingRunner
from core.rag.extractor.entity.extract_setting import ExtractSetting
from core.rag.extractor.notion_extractor import NotionExtractor
from extensions.ext_database import db
from fields.data_source_fields import integrate_list_fields, integrate_notion_info_list_fields
from libs.login import login_required
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
class DataSourceApi(Resource):
@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.now(datetime.timezone.utc).replace(tzinfo=None)
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.now(datetime.timezone.utc).replace(tzinfo=None)
db.session.add(data_source_binding)
db.session.commit()
else:
raise ValueError('Data source is disabled.')
return {'result': 'success'}, 200
class DataSourceNotionListApi(Resource):
@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.')
extractor = NotionExtractor(
notion_workspace_id=workspace_id,
notion_obj_id=page_id,
notion_page_type=page_type,
notion_access_token=data_source_binding.access_token,
tenant_id=current_user.current_tenant_id
)
text_docs = extractor.extract()
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')
parser.add_argument('doc_form', type=str, default='text_model', required=False, nullable=False, location='json')
parser.add_argument('doc_language', type=str, default='English', required=False, nullable=False, location='json')
args = parser.parse_args()
# validate args
DocumentService.estimate_args_validate(args)
notion_info_list = args['notion_info_list']
extract_settings = []
for notion_info in notion_info_list:
workspace_id = notion_info['workspace_id']
for page in notion_info['pages']:
extract_setting = ExtractSetting(
datasource_type="notion_import",
notion_info={
"notion_workspace_id": workspace_id,
"notion_obj_id": page['page_id'],
"notion_page_type": page['type'],
"tenant_id": current_user.current_tenant_id
},
document_model=args['doc_form']
)
extract_settings.append(extract_setting)
indexing_runner = IndexingRunner()
response = indexing_runner.indexing_estimate(current_user.current_tenant_id, extract_settings,
args['process_rule'], args['doc_form'],
args['doc_language'])
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')