# # 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. # from abc import ABC from Bio import Entrez import pandas as pd import xml.etree.ElementTree as ET from agent.settings import DEBUG from agent.component.base import ComponentBase, ComponentParamBase class PubMedParam(ComponentParamBase): """ Define the PubMed component parameters. """ def __init__(self): super().__init__() self.top_n = 5 self.email = "A.N.Other@example.com" def check(self): self.check_positive_integer(self.top_n, "Top N") class PubMed(ComponentBase, ABC): component_name = "PubMed" def _run(self, history, **kwargs): ans = self.get_input() ans = " - ".join(ans["content"]) if "content" in ans else "" if not ans: return PubMed.be_output("") try: Entrez.email = self._param.email pubmedids = Entrez.read(Entrez.esearch(db='pubmed', retmax=self._param.top_n, term=ans))['IdList'] pubmedcnt = ET.fromstring( Entrez.efetch(db='pubmed', id=",".join(pubmedids), retmode="xml").read().decode("utf-8")) pubmed_res = [{"content": 'Title:' + child.find("MedlineCitation").find("Article").find( "ArticleTitle").text + '\nUrl:' + '\n' + 'Abstract:' + child.find( "MedlineCitation").find("Article").find("Abstract").find("AbstractText").text} for child in pubmedcnt.findall("PubmedArticle")] except Exception as e: return PubMed.be_output("**ERROR**: " + str(e)) if not pubmed_res: return PubMed.be_output("") df = pd.DataFrame(pubmed_res) if DEBUG: print(df, ":::::::::::::::::::::::::::::::::") return df