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https://github.com/infiniflow/ragflow.git
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653d4bdbf5
### What problem does this PR solve? fix failing p3 tests ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue)
115 lines
4.0 KiB
Python
115 lines
4.0 KiB
Python
#
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# Copyright 2025 The InfiniFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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from pathlib import Path
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from ragflow_sdk import Chat, Chunk, DataSet, Document, RAGFlow, Session
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from utils.file_utils import create_txt_file
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REST_API_MAX_PAGE_SIZE = 100
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def list_all_documents(dataset: DataSet, *, limit: int | None = None, page_size: int = REST_API_MAX_PAGE_SIZE) -> list[Document]:
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page_size = min(page_size, REST_API_MAX_PAGE_SIZE)
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documents: list[Document] = []
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page = 1
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while True:
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batch = dataset.list_documents(page=page, page_size=page_size)
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documents.extend(batch)
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if limit is not None and len(documents) >= limit:
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return documents[:limit]
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if len(batch) < page_size:
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return documents
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page += 1
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def list_all_sessions(chat_assistant: Chat, *, limit: int | None = None, page_size: int = REST_API_MAX_PAGE_SIZE) -> list[Session]:
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page_size = min(page_size, REST_API_MAX_PAGE_SIZE)
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sessions: list[Session] = []
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page = 1
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while True:
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batch = chat_assistant.list_sessions(page=page, page_size=page_size)
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sessions.extend(batch)
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if limit is not None and len(sessions) >= limit:
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return sessions[:limit]
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if len(batch) < page_size:
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return sessions
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page += 1
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def valid_chat_llm_id(client: RAGFlow) -> str:
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# SDK tests use the tenant's configured chat model; this helper discovers test fixture state, not SDK behavior.
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res = client.get('/users/me/models')
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data = res.json()
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if data.get('code') == 0:
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llm_id = (data.get('data') or {}).get('llm_id')
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if llm_id:
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return llm_id
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raise Exception('No valid chat llm_id is configured for the current tenant')
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# DATASET MANAGEMENT
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def batch_create_datasets(client: RAGFlow, num: int) -> list[DataSet]:
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return [client.create_dataset(name=f"dataset_{i}") for i in range(num)]
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def delete_all_datasets(client: RAGFlow, *, page_size: int = 100) -> None:
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client.delete_datasets(delete_all=True)
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def delete_all_chats(client: RAGFlow, *, page_size: int = 100) -> None:
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client.delete_chats(delete_all=True)
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# FILE MANAGEMENT WITHIN DATASET
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def bulk_upload_documents(dataset: DataSet, num: int, tmp_path: Path) -> list[Document]:
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document_infos = []
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for i in range(num):
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fp = create_txt_file(tmp_path / f"ragflow_test_upload_{i}.txt")
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with fp.open("rb") as f:
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blob = f.read()
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document_infos.append({"display_name": fp.name, "blob": blob})
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return dataset.upload_documents(document_infos)
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def delete_all_documents(dataset: DataSet, *, page_size: int = 100) -> None:
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dataset.delete_documents(delete_all=True)
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def delete_all_sessions(chat_assistant: Chat, *, page_size: int = 100) -> None:
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chat_assistant.delete_sessions(delete_all=True)
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def delete_all_chunks(document: Document, *, page_size: int = 100) -> None:
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document.delete_chunks(delete_all=True)
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# CHUNK MANAGEMENT WITHIN DATASET
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def batch_add_chunks(document: Document, num: int) -> list[Chunk]:
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return [document.add_chunk(content=f"chunk test {i}") for i in range(num)]
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# CHAT ASSISTANT MANAGEMENT
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def batch_create_chat_assistants(client: RAGFlow, num: int) -> list[Chat]:
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return [client.create_chat(name=f"test_chat_assistant_{i}") for i in range(num)]
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# SESSION MANAGEMENT
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def batch_add_sessions_with_chat_assistant(chat_assistant: Chat, num) -> list[Session]:
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return [chat_assistant.create_session(name=f"session_with_chat_assistant_{i}") for i in range(num)]
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