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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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# |
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import random |
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from abc import ABC |
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from functools import partial |
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import arxiv |
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import pandas as pd |
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from graph.settings import DEBUG |
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from graph.component.base import ComponentBase, ComponentParamBase |
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class ArXivParam(ComponentParamBase): |
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""" |
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Define the ArXiv component parameters. |
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""" |
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def __init__(self): |
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super().__init__() |
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self.top_n = 6 |
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self.sort_by = 'submittedDate' |
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def check(self): |
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self.check_positive_integer(self.top_n, "Top N") |
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self.check_valid_value(self.sort_by, "ArXiv Search Sort_by", |
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['submittedDate', 'lastUpdatedDate', 'relevance']) |
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class ArXiv(ComponentBase, ABC): |
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component_name = "ArXiv" |
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def _run(self, history, **kwargs): |
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ans = self.get_input() |
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ans = " - ".join(ans["content"]) if "content" in ans else "" |
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if not ans: |
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return ArXiv.be_output("") |
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sort_choices = {"relevance": arxiv.SortCriterion.Relevance, |
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"lastUpdatedDate": arxiv.SortCriterion.LastUpdatedDate, |
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'submittedDate': arxiv.SortCriterion.SubmittedDate} |
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arxiv_client = arxiv.Client() |
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search = arxiv.Search( |
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query=ans, |
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max_results=self._param.top_n, |
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sort_by=sort_choices[self._param.sort_by] |
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) |
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arxiv_res = [ |
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{"content": 'Title: ' + i.title + '\nPdf_Url: <a href="' + i.pdf_url + '"></a> \nSummary: ' + i.summary} for |
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i in list(arxiv_client.results(search))] |
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if not arxiv_res: |
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return ArXiv.be_output("") |
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df = pd.DataFrame(arxiv_res) |
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if DEBUG: print(df, ":::::::::::::::::::::::::::::::::") |
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return df |