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from typing import List
from .document import Document
from .base import Base
class DataSet(Base):
class ParserConfig(Base):
def __init__(self, rag, res_dict):
super().__init__(rag, res_dict)
def __init__(self, rag, res_dict):
self.id = ""
self.name = ""
self.avatar = ""
self.tenant_id = None
self.description = ""
self.language = "English"
self.embedding_model = ""
self.permission = "me"
self.document_count = 0
self.chunk_count = 0
self.chunk_method = "naive"
self.parser_config = None
for k in list(res_dict.keys()):
if k not in self.__dict__:
res_dict.pop(k)
super().__init__(rag, res_dict)
def update(self, update_message: dict):
res = self.put(f'/datasets/{self.id}',
update_message)
res = res.json()
if res.get("code") != 0:
raise Exception(res["message"])
def upload_documents(self,document_list: List[dict]):
url = f"/datasets/{self.id}/documents"
files = [("file",(ele["displayed_name"],ele["blob"])) for ele in document_list]
res = self.post(path=url,json=None,files=files)
res = res.json()
if res.get("code") == 0:
doc_list=[]
for doc in res["data"]:
document = Document(self.rag,doc)
doc_list.append(document)
return doc_list
raise Exception(res.get("message"))
def list_documents(self, id: str = None, keywords: str = None, page: int =1, page_size: int = 30, orderby: str = "create_time", desc: bool = True):
res = self.get(f"/datasets/{self.id}/documents",params={"id": id,"keywords": keywords,"page": page,"page_size": page_size,"orderby": orderby,"desc": desc})
res = res.json()
documents = []
if res.get("code") == 0:
for document in res["data"].get("docs"):
documents.append(Document(self.rag,document))
return documents
raise Exception(res["message"])
def delete_documents(self,ids: List[str] = None):
res = self.rm(f"/datasets/{self.id}/documents",{"ids":ids})
res = res.json()
if res.get("code") != 0:
raise Exception(res["message"])
def async_parse_documents(self,document_ids):
res = self.post(f"/datasets/{self.id}/chunks",{"document_ids":document_ids})
res = res.json()
if res.get("code") != 0:
raise Exception(res.get("message"))
def async_cancel_parse_documents(self,document_ids):
res = self.rm(f"/datasets/{self.id}/chunks",{"document_ids":document_ids})
res = res.json()
if res.get("code") != 0:
raise Exception(res.get("message"))
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