Spaces:
Build error
Build error
File size: 11,253 Bytes
a8b3f00 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 |
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.wraps import account_initialization_required, setup_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 import DataSourceOauthBinding, Document
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(DataSourceOauthBinding)
.filter(
DataSourceOauthBinding.tenant_id == current_user.current_tenant_id,
DataSourceOauthBinding.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 = DataSourceOauthBinding.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 = DataSourceOauthBinding.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 = DataSourceOauthBinding.query.filter(
db.and_(
DataSourceOauthBinding.tenant_id == current_user.current_tenant_id,
DataSourceOauthBinding.provider == "notion",
DataSourceOauthBinding.disabled == False,
DataSourceOauthBinding.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"
)
|