API: create dataset (#1106)

### What problem does this PR solve?

This PR have finished 'create dataset' of both HTTP API and Python SDK.
HTTP API:
```
curl --request POST --url http://<HOST_ADDRESS>/api/v1/dataset   --header 'Content-Type: application/json' --header 'Authorization: <ACCESS_KEY>' --data-binary '{
  "name": "<DATASET_NAME>"
}'
```

Python SDK:
```
from ragflow.ragflow import RAGFLow
ragflow = RAGFLow('<ACCESS_KEY>', 'http://127.0.0.1:9380')
ragflow.create_dataset("dataset1")

```

TODO: 
- ACCESS_KEY is the login_token when user login RAGFlow, currently.
RAGFlow should have the function that user can add/delete access_key.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
- [x] Documentation Update

---------

Signed-off-by: Jin Hai <haijin.chn@gmail.com>

api/apps/__init__.py

@@ -63,12 +63,17 @@ login_manager.init_app(app)
 
 
 def search_pages_path(pages_dir):
-    return [path for path in pages_dir.glob('*_app.py') if not path.name.startswith('.')]
+    app_path_list = [path for path in pages_dir.glob('*_app.py') if not path.name.startswith('.')]
+    api_path_list = [path for path in pages_dir.glob('*_api.py') if not path.name.startswith('.')]
+    app_path_list.extend(api_path_list)
+    return app_path_list
 
 
 def register_page(page_path):
-    page_name = page_path.stem.rstrip('_app')
+    path = f'{page_path}'
-    module_name = '.'.join(page_path.parts[page_path.parts.index('api'):-1] + (page_name, ))
+
+    page_name = page_path.stem.rstrip('_api') if "_api" in path else page_path.stem.rstrip('_app')
+    module_name = '.'.join(page_path.parts[page_path.parts.index('api'):-1] + (page_name,))
 
     spec = spec_from_file_location(module_name, page_path)
     page = module_from_spec(spec)
@@ -76,17 +81,17 @@ def register_page(page_path):
     page.manager = Blueprint(page_name, module_name)
     sys.modules[module_name] = page
     spec.loader.exec_module(page)
-
     page_name = getattr(page, 'page_name', page_name)
-    url_prefix = f'/{API_VERSION}/{page_name}'
+    url_prefix = f'/api/{API_VERSION}/{page_name}' if "_api" in path else f'/{API_VERSION}/{page_name}'
 
     app.register_blueprint(page.manager, url_prefix=url_prefix)
+    print(f'API file: {page_path}, URL: {url_prefix}')
     return url_prefix
 
 
 pages_dir = [
     Path(__file__).parent,
-    Path(__file__).parent.parent / 'api' / 'apps',
+    Path(__file__).parent.parent / 'api' / 'apps', # FIXME: ragflow/api/api/apps, can be remove?
 ]
 
 client_urls_prefix = [

api/apps/dataset_api.py

@@ -0,0 +1,142 @@
+#
+#  Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+
+import json
+import os
+import re
+from datetime import datetime, timedelta
+from flask import request, Response
+from flask_login import login_required, current_user
+
+from api.db import FileType, ParserType, FileSource, StatusEnum
+from api.db.db_models import APIToken, API4Conversation, Task, File
+from api.db.services import duplicate_name
+from api.db.services.api_service import APITokenService, API4ConversationService
+from api.db.services.dialog_service import DialogService, chat
+from api.db.services.document_service import DocumentService
+from api.db.services.file2document_service import File2DocumentService
+from api.db.services.file_service import FileService
+from api.db.services.knowledgebase_service import KnowledgebaseService
+from api.db.services.task_service import queue_tasks, TaskService
+from api.db.services.user_service import UserTenantService, TenantService
+from api.settings import RetCode, retrievaler
+from api.utils import get_uuid, current_timestamp, datetime_format
+# from api.utils.api_utils import server_error_response, get_data_error_result, get_json_result, validate_request
+from itsdangerous import URLSafeTimedSerializer
+
+from api.utils.file_utils import filename_type, thumbnail
+from rag.utils.minio_conn import MINIO
+
+# import library
+from api.utils.api_utils import construct_json_result, construct_result, construct_error_response, validate_request
+from api.contants import NAME_LENGTH_LIMIT
+
+# ------------------------------ create a dataset ---------------------------------------
+@manager.route('/', methods=['POST'])
+@login_required # use login
+@validate_request("name")  # check name key
+def create_dataset():
+    # Check if Authorization header is present
+    authorization_token = request.headers.get('Authorization')
+    if not authorization_token:
+        return construct_json_result(code=RetCode.AUTHENTICATION_ERROR, message="Authorization header is missing.")
+
+    # TODO: Login or API key
+    # objs = APIToken.query(token=authorization_token)
+    #
+    # # Authorization error
+    # if not objs:
+    #     return construct_json_result(code=RetCode.AUTHENTICATION_ERROR, message="Token is invalid.")
+    #
+    # tenant_id = objs[0].tenant_id
+
+    tenant_id = current_user.id
+    request_body = request.json
+
+    # In case that there's no name
+    if "name" not in request_body:
+        return construct_json_result(code=RetCode.DATA_ERROR, message="Expected 'name' field in request body")
+
+    dataset_name = request_body["name"]
+
+    # empty dataset_name
+    if not dataset_name:
+        return construct_json_result(code=RetCode.DATA_ERROR, message="Empty dataset name")
+
+    # In case that there's space in the head or the tail
+    dataset_name = dataset_name.strip()
+
+    # In case that the length of the name exceeds the limit
+    dataset_name_length = len(dataset_name)
+    if dataset_name_length > NAME_LENGTH_LIMIT:
+        return construct_json_result(
+            message=f"Dataset name: {dataset_name} with length {dataset_name_length} exceeds {NAME_LENGTH_LIMIT}!")
+
+    # In case that there are other fields in the data-binary
+    if len(request_body.keys()) > 1:
+        name_list = []
+        for key_name in request_body.keys():
+            if key_name != 'name':
+                name_list.append(key_name)
+        return construct_json_result(code=RetCode.DATA_ERROR,
+                                     message=f"fields: {name_list}, are not allowed in request body.")
+
+    # If there is a duplicate name, it will modify it to make it unique
+    request_body["name"] = duplicate_name(
+        KnowledgebaseService.query,
+        name=dataset_name,
+        tenant_id=tenant_id,
+        status=StatusEnum.VALID.value)
+    try:
+        request_body["id"] = get_uuid()
+        request_body["tenant_id"] = tenant_id
+        request_body["created_by"] = tenant_id
+        e, t = TenantService.get_by_id(tenant_id)
+        if not e:
+            return construct_result(code=RetCode.AUTHENTICATION_ERROR, message="Tenant not found.")
+        request_body["embd_id"] = t.embd_id
+        if not KnowledgebaseService.save(**request_body):
+            # failed to create new dataset
+            return construct_result()
+        return construct_json_result(data={"dataset_id": request_body["id"]})
+    except Exception as e:
+        return construct_error_response(e)
+
+
+@manager.route('/<dataset_id>', methods=['DELETE'])
+@login_required
+def remove_dataset(dataset_id):
+    return construct_json_result(code=RetCode.DATA_ERROR, message=f"attempt to remove dataset: {dataset_id}")
+
+
+@manager.route('/<dataset_id>', methods=['PUT'])
+@login_required
+@validate_request("name")
+def update_dataset(dataset_id):
+    return construct_json_result(code=RetCode.DATA_ERROR, message=f"attempt to update dataset: {dataset_id}")
+
+
+@manager.route('/<dataset_id>', methods=['GET'])
+@login_required
+def get_dataset(dataset_id):
+    return construct_json_result(code=RetCode.DATA_ERROR, message=f"attempt to get detail of dataset: {dataset_id}")
+
+
+@manager.route('/', methods=['GET'])
+@login_required
+def list_datasets():
+    return construct_json_result(code=RetCode.DATA_ERROR, message=f"attempt to list datasets")
+

api/contants.py

@@ -0,0 +1,16 @@
+#
+#  Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+NAME_LENGTH_LIMIT = 2 ** 10

api/settings.py

@@ -239,4 +239,5 @@ class RetCode(IntEnum, CustomEnum):
     RUNNING = 106
     PERMISSION_ERROR = 108
     AUTHENTICATION_ERROR = 109
+    UNAUTHORIZED = 401
     SERVER_ERROR = 500

api/utils/api_utils.py

@@ -38,7 +38,6 @@ from base64 import b64encode
 from hmac import HMAC
 from urllib.parse import quote, urlencode
 
-
 requests.models.complexjson.dumps = functools.partial(
     json.dumps, cls=CustomJSONEncoder)
 
@@ -235,3 +234,35 @@ def cors_reponse(retcode=RetCode.SUCCESS,
     response.headers["Access-Control-Allow-Headers"] = "*"
     response.headers["Access-Control-Expose-Headers"] = "Authorization"
     return response
+
+def construct_result(code=RetCode.DATA_ERROR, message='data is missing'):
+    import re
+    result_dict = {"code": code, "message": re.sub(r"rag", "seceum", message, flags=re.IGNORECASE)}
+    response = {}
+    for key, value in result_dict.items():
+        if value is None and key != "code":
+            continue
+        else:
+            response[key] = value
+    return jsonify(response)
+
+
+def construct_json_result(code=RetCode.SUCCESS, message='success', data=None):
+    if data == None:
+        return jsonify({"code": code, "message": message})
+    else:
+        return jsonify({"code": code, "message": message, "data": data})
+
+def construct_error_response(e):
+    stat_logger.exception(e)
+    try:
+        if e.code == 401:
+            return construct_json_result(code=RetCode.UNAUTHORIZED, message=repr(e))
+    except BaseException:
+        pass
+    if len(e.args) > 1:
+        return construct_json_result(code=RetCode.EXCEPTION_ERROR, message=repr(e.args[0]), data=e.args[1])
+    if repr(e).find("index_not_found_exception") >=0:
+        return construct_json_result(code=RetCode.EXCEPTION_ERROR, message="No chunk found, please upload file and parse it.")
+
+    return construct_json_result(code=RetCode.EXCEPTION_ERROR, message=repr(e))

sdk/python/README.md

@@ -1 +1,41 @@
-# ragflow
+# python-ragflow
+
+# update python client
+
+- Update "version" field of [project] chapter
+- build new python SDK
+- upload to pypi.org
+- install new python SDK
+
+# build python SDK
+
+```shell
+rm -f dist/* && python setup.py sdist bdist_wheel
+```
+
+# install python SDK
+```shell
+pip uninstall -y ragflow && pip install dist/*.whl
+```
+
+This will install ragflow-sdk and its dependencies.
+
+# upload to pypi.org
+```shell
+twine upload dist/*.whl
+```
+
+Enter your pypi API token according to the prompt.
+
+Note that pypi allow a version of a package [be uploaded only once](https://pypi.org/help/#file-name-reuse). You need to change the `version` inside the `pyproject.toml` before build and upload.
+
+# using
+
+```python
+
+```
+
+# For developer
+```shell
+pip install -e .
+```

sdk/python/ragflow/dataset.py

@@ -0,0 +1,21 @@
+#
+#  Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+
+class DataSet:
+    def __init__(self, user_key, dataset_url, uuid, name):
+        self.user_key = user_key
+        self.dataset_url = dataset_url
+        self.uuid = uuid
+        self.name = name

sdk/python/ragflow/ragflow.py

@@ -12,33 +12,43 @@
 #  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
-#
+
 import os
-from abc import ABC
 import requests
+import json
 
-
+class RAGFLow:
-class RAGFLow(ABC):
+    def __init__(self, user_key, base_url, version = 'v1'):
-    def __init__(self, user_key, base_url):
+        '''
+        api_url: http://<host_address>/api/v1
+        dataset_url: http://<host_address>/api/v1/dataset
+        '''
         self.user_key = user_key
-        self.base_url = base_url
+        self.api_url = f"{base_url}/api/{version}"
+        self.dataset_url = f"{self.api_url}/dataset"
+        self.authorization_header = {"Authorization": "{}".format(self.user_key)}
 
-    def create_dataset(self, name):
+    def create_dataset(self, dataset_name):
-        return name
+        """
+        name: dataset name
+        """
+        res = requests.post(url=self.dataset_url, json={"name": dataset_name}, headers=self.authorization_header)
+        result_dict = json.loads(res.text)
+        return result_dict
 
-    def delete_dataset(self, name):
+    def delete_dataset(self, dataset_name = None, dataset_id = None):
-        return name
+        return dataset_name
 
     def list_dataset(self):
-        endpoint = f"{self.base_url}/api/v1/dataset"
+        response = requests.get(self.dataset_url)
-        response = requests.get(endpoint)
+        print(response)
         if response.status_code == 200:
             return response.json()['datasets']
         else:
             return None
 
     def get_dataset(self, dataset_id):
-        endpoint = f"{self.base_url}/api/v1/dataset/{dataset_id}"
+        endpoint = f"{self.dataset_url}/{dataset_id}"
         response = requests.get(endpoint)
         if response.status_code == 200:
             return response.json()
@@ -46,7 +56,7 @@ class RAGFLow(ABC):
             return None
 
     def update_dataset(self, dataset_id, params):
-        endpoint = f"{self.base_url}/api/v1/dataset/{dataset_id}"
+        endpoint = f"{self.dataset_url}/{dataset_id}"
         response = requests.put(endpoint, json=params)
         if response.status_code == 200:
             return True

sdk/python/test/common.py

@@ -0,0 +1,4 @@
+
+
+API_KEY = 'IjJiMTVkZWNhMjU3MzExZWY4YzNiNjQ0OTdkMTllYjM3Ig.ZmQZrA.x9Z7c-1ErBUSL3m8SRtBRgGq5uE'
+HOST_ADDRESS = 'http://127.0.0.1:9380'

sdk/python/test/test_basic.py

@@ -3,49 +3,46 @@ import ragflow
 from ragflow.ragflow import RAGFLow
 import pytest
 from unittest.mock import MagicMock
+from common import API_KEY, HOST_ADDRESS
 
 
-class TestCase(TestSdk):
+class TestBasic(TestSdk):
-
-    @pytest.fixture
-    def ragflow_instance(self):
-        # Here we create a mock instance of RAGFlow for testing
-        return ragflow.ragflow.RAGFLow('123', 'url')
 
     def test_version(self):
         print(ragflow.__version__)
 
-    def test_create_dataset(self):
+    # def test_create_dataset(self):
-        assert ragflow.ragflow.RAGFLow('123', 'url').create_dataset('abc') == 'abc'
+    #     res = RAGFLow(API_KEY, HOST_ADDRESS).create_dataset('abc')
-
+    #     print(res)
-    def test_delete_dataset(self):
+    #
-        assert ragflow.ragflow.RAGFLow('123', 'url').delete_dataset('abc') == 'abc'
+    # def test_delete_dataset(self):
-
+    #     assert RAGFLow('123', 'url').delete_dataset('abc') == 'abc'
-    def test_list_dataset_success(self, ragflow_instance, monkeypatch):
+    #
-        # Mocking the response of requests.get method
+    # def test_list_dataset_success(self, ragflow_instance, monkeypatch):
-        mock_response = MagicMock()
+    #     # Mocking the response of requests.get method
-        mock_response.status_code = 200
+    #     mock_response = MagicMock()
-        mock_response.json.return_value = {'datasets': [{'id': 1, 'name': 'dataset1'}, {'id': 2, 'name': 'dataset2'}]}
+    #     mock_response.status_code = 200
-
+    #     mock_response.json.return_value = {'datasets': [{'id': 1, 'name': 'dataset1'}, {'id': 2, 'name': 'dataset2'}]}
-        # Patching requests.get to return the mock_response
+    #
-        monkeypatch.setattr("requests.get", MagicMock(return_value=mock_response))
+    #     # Patching requests.get to return the mock_response
-
+    #     monkeypatch.setattr("requests.get", MagicMock(return_value=mock_response))
-        # Call the method under test
+    #
-        result = ragflow_instance.list_dataset()
+    #     # Call the method under test
-
+    #     result = ragflow_instance.list_dataset()
-        # Assertion
+    #
-        assert result == [{'id': 1, 'name': 'dataset1'}, {'id': 2, 'name': 'dataset2'}]
+    #     # Assertion
-
+    #     assert result == [{'id': 1, 'name': 'dataset1'}, {'id': 2, 'name': 'dataset2'}]
-    def test_list_dataset_failure(self, ragflow_instance, monkeypatch):
+    #
-        # Mocking the response of requests.get method
+    # def test_list_dataset_failure(self, ragflow_instance, monkeypatch):
-        mock_response = MagicMock()
+    #     # Mocking the response of requests.get method
-        mock_response.status_code = 404  # Simulating a failed request
+    #     mock_response = MagicMock()
-
+    #     mock_response.status_code = 404  # Simulating a failed request
-        # Patching requests.get to return the mock_response
+    #
-        monkeypatch.setattr("requests.get", MagicMock(return_value=mock_response))
+    #     # Patching requests.get to return the mock_response
-
+    #     monkeypatch.setattr("requests.get", MagicMock(return_value=mock_response))
-        # Call the method under test
+    #
-        result = ragflow_instance.list_dataset()
+    #     # Call the method under test
-
+    #     result = ragflow_instance.list_dataset()
-        # Assertion
+    #
-        assert result is None
+    #     # Assertion
+    #     assert result is None

sdk/python/test/test_dataset.py

@@ -0,0 +1,26 @@
+from test_sdkbase import TestSdk
+import ragflow
+from ragflow.ragflow import RAGFLow
+import pytest
+from unittest.mock import MagicMock
+from common import API_KEY, HOST_ADDRESS
+
+class TestDataset(TestSdk):
+
+    def test_create_dataset(self):
+        '''
+        1. create a kb
+        2. list the kb
+        3. get the detail info according to the kb id
+        4. update the kb
+        5. delete the kb
+        '''
+        ragflow = RAGFLow(API_KEY, HOST_ADDRESS)
+
+        # create a kb
+        res = ragflow.create_dataset("kb1")
+        assert res['code'] == 0 and res['message'] == 'success'
+        dataset_id = res['data']['dataset_id']
+        print(dataset_id)
+
+        # TODO: list the kb