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Add component arxiv (#1587)
### What problem does this PR solve? ### Type of change - [x] New Feature (non-breaking change which adds functionality)
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@ -13,6 +13,7 @@ from .baidu import Baidu, BaiduParam
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from .duckduckgo import DuckDuckGo, DuckDuckGoParam
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from .wikipedia import Wikipedia, WikipediaParam
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from .pubmed import PubMed, PubMedParam
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from .arxiv import ArXiv, ArXivParam
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def component_class(class_name):
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68
graph/component/arxiv.py
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68
graph/component/arxiv.py
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@ -0,0 +1,68 @@
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#
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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
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@ -1,3 +1,4 @@
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arxiv==2.1.3
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Aspose.Slides==24.2.0
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BCEmbedding==0.1.3
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Bio==1.7.1
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@ -152,3 +152,4 @@ google-generativeai==0.7.2
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groq==0.9.0
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wikipedia==1.4.0
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Bio==1.7.1
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arxiv==2.1.3
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@ -137,3 +137,4 @@ google-generativeai==0.7.2
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groq==0.9.0
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wikipedia==1.4.0
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Bio==1.7.1
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arxiv==2.1.3
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