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2c771fb0b4
### What problem does this PR solve? Complete DataSet SDK implementation #1102 ### Type of change - [x] New Feature (non-breaking change which adds functionality) --------- Co-authored-by: Feiue <10215101452@stu.ecun.edu.cn>
81 lines
3.4 KiB
Python
81 lines
3.4 KiB
Python
#
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# Copyright 2024 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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from typing import List
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import requests
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from .modules.dataset import DataSet
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class RAGFlow:
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def __init__(self, user_key, base_url, version='v1'):
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"""
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api_url: http://<host_address>/api/v1
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"""
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self.user_key = user_key
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self.api_url = f"{base_url}/api/{version}"
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self.authorization_header = {"Authorization": "{} {}".format("Bearer", self.user_key)}
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def post(self, path, param):
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res = requests.post(url=self.api_url + path, json=param, headers=self.authorization_header)
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return res
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def get(self, path, params=None):
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res = requests.get(url=self.api_url + path, params=params, headers=self.authorization_header)
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return res
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def delete(self, path, params):
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res = requests.delete(url=self.api_url + path, params=params, headers=self.authorization_header)
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return res
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def create_dataset(self, name: str, avatar: str = "", description: str = "", language: str = "English",
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permission: str = "me",
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document_count: int = 0, chunk_count: int = 0, parse_method: str = "naive",
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parser_config: DataSet.ParserConfig = None) -> DataSet:
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if parser_config is None:
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parser_config = DataSet.ParserConfig(self, {"chunk_token_count": 128, "layout_recognize": True,
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"delimiter": "\n!?。；！？", "task_page_size": 12})
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parser_config = parser_config.to_json()
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res = self.post("/dataset/save",
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{"name": name, "avatar": avatar, "description": description, "language": language,
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"permission": permission,
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"document_count": document_count, "chunk_count": chunk_count, "parse_method": parse_method,
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"parser_config": parser_config
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}
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)
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res = res.json()
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if res.get("retmsg") == "success":
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return DataSet(self, res["data"])
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raise Exception(res["retmsg"])
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def list_datasets(self, page: int = 1, page_size: int = 1024, orderby: str = "create_time", desc: bool = True) -> \
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List[DataSet]:
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res = self.get("/dataset/list", {"page": page, "page_size": page_size, "orderby": orderby, "desc": desc})
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res = res.json()
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result_list = []
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if res.get("retmsg") == "success":
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for data in res['data']:
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result_list.append(DataSet(self, data))
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return result_list
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raise Exception(res["retmsg"])
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def get_dataset(self, id: str = None, name: str = None) -> DataSet:
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res = self.get("/dataset/detail", {"id": id, "name": name})
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res = res.json()
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if res.get("retmsg") == "success":
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return DataSet(self, res['data'])
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raise Exception(res["retmsg"])
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