Merge remote-tracking branch 'origin/main'
This commit is contained in:
ldy
commit
69b10a9f72
@ -1,8 +1,7 @@
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import json
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import os
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from pprint import pprint
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import unicodedata
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from pprint import pprint
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'''
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========== SameWeb_merge(folder_path) 运行顺序 ==========
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@ -53,13 +52,16 @@ def SameWeb_merge(folder_path):
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# Uniform characters in English
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fa = unicodedata.normalize('NFKD', a['affiliation'][-1]["affiliation"]).encode('ascii', 'ignore')
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faa = unicodedata.normalize('NFKD', aa['affiliation'][-1]["affiliation"]).encode('ascii', 'ignore')
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faa = unicodedata.normalize('NFKD', aa['affiliation'][0]["affiliation"]).encode('ascii', 'ignore')
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if fa != faa:
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a['affiliation'].extend(aa['affiliation'])
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elif a['affiliation'][-1]['year'] != aa['affiliation'][0]['year']:
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elif fa == faa and a['affiliation'][-1]['year'] != aa['affiliation'][0]['year']:
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a['affiliation'].extend(aa['affiliation'])
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if len(a['affiliation']) > 1 and a['affiliation'][0] == a['affiliation'][1]:
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a['affiliation'].remove(a['affiliation'][0])
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# Delete extra elements
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Data.remove(aa)
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@ -82,7 +84,7 @@ def SameWeb_merge(folder_path):
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if len(data) > 0:
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Data.extend(data)
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Database = len(Data)
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Database = len(Data) # The length of the original data
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Data = sorted(Data, key=lambda x: x['affiliation'][0]['year'])
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# Same website data merge
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@ -96,7 +98,7 @@ def SameWeb_merge(folder_path):
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print(str(len(Data)) + ' copies of data in total, now.')
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# Save into file
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path = os.path.dirname(folder_path)
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path = os.path.dirname(folder_path) # parent path
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path = os.path.join(path, "Author_data(merged)")
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os.makedirs(path, exist_ok=True)
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path = os.path.join(path, "Author_data(merged).json")
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@ -106,10 +108,10 @@ def SameWeb_merge(folder_path):
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print('\nData has been added to ' + path + '\Author_data(merged).json')
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# =========== input the file path here ==========
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# SameWeb_merge('.\EJQTDE\EJQTDE_buffer\Author_output')
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# SameWeb_merge('.\SpringerOpen\SpringerOpen_buffer\Author_output')
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# SameWeb_merge('.\ejde\ejde_buffer\Author_output')
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@ -1,97 +0,0 @@
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import json
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import os
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import unicodedata
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'''
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========== SameWeb_merge(folder_path) 运行顺序 ==========
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1. 创建新列表，依次读取文件夹内的json文件并录入，对列表按年份进行排序
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2. 使用
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for a in Data:
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Merge(a, count, Data):
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for aa in Data:
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结构进行遍历，每次扫
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描到符合条件的aa元素后，添加至a元素中，然后删除aa元素再次调用Merge
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函数重新遍历，直至data中不再包含符合条件的aa元素为止
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3. 最后Data列表中元素全部完成相同作者合并
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*Tips: 对于相同网站的作者信息合并采用的是对比键值是否相同的方法，对于数
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据格式较为规范的网站效果良好，对于数据格式不做规范的网站效果较差。
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具体表现为某些拉丁文与英文混杂的意义相同的词语没有区分性，或者同
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义词随意增添标点符号和额外信息导致的程序严格对比无法准确判断键值
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是否相同。
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建议：
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1. 在合并部分首先将拉丁文字等非英文字符统一为英文再进行对比(已解决)
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2. 对于随意增添标点符号和任意额外信息的数据进行局部处理再对比（比较
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复杂，暂时没有好思路）
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'''
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def SameWeb_merge(folder_path):
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# Function
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def Merge(a, count, Data):
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for aa in Data:
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if a.get("firstname") == aa.get("firstname") and a.get("middlename") == aa.get("middlename") and a.get(
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"lastname") == aa.get("lastname") and a != aa:
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# Add different key-elements of "from_article" into the first element
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if isinstance(a["from_article"], list):
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if isinstance(aa["from_article"], list):
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a["from_article"] += aa["from_article"]
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else:
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a["from_article"].append(aa["from_article"])
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elif isinstance(a["from_article"], str):
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if isinstance(aa["from_article"], list):
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a["from_article"] = [a["from_article"]] + aa["from_article"]
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else:
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a["from_article"] = [a["from_article"], aa["from_article"]]
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# Add different key-elements of "affiliation" into the first element
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a['affiliation'] = sorted(a['affiliation'], key=lambda x: x['year']) # Sort by year
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# Uniform characters in English
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fa = unicodedata.normalize('NFKD', a['affiliation'][-1]["affiliation"]).encode('ascii', 'ignore')
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faa = unicodedata.normalize('NFKD', aa['affiliation'][-1]["affiliation"]).encode('ascii', 'ignore')
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if fa != faa:
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a['affiliation'].extend(aa['affiliation'])
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elif a['affiliation'][-1]['year'] != aa['affiliation'][0]['year']:
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a['affiliation'].extend(aa['affiliation'])
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# Delete extra elements
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Data.remove(aa)
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# Update the counter
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count[0] += 1
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return Merge(a, count, Data)
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# ========== Main code ==========
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Data = [] # Empty list
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count = [0] # counter
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# Add data into list
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for filename in os.listdir(folder_path):
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if filename.endswith('.json'):
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file_path = os.path.join(folder_path, filename)
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with open(file_path, 'r', encoding='utf-8') as file:
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data = json.load(file)
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if len(data) > 0:
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Data.extend(data)
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Database = len(Data)
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Data = sorted(Data, key=lambda x: x['affiliation'][0]['year'])
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# Same website data merge
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for a in Data:
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Merge(a, count, Data)
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# Information
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print(str(count[0]) + ' copies of data have been merged.')
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print(str(Database) + ' copies of data in total, before')
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print(str(len(Data)) + ' copies of data in total, now.')
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# =========== input the file path here ==========
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SameWeb_merge('./EJDE_buffer/Author_output')
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@ -63,17 +63,17 @@ def Transf():
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# The path of storage
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author_output_file = [
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'./ejde_buffer/Author_output/Author_output_file(oldest).json',
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'./ejde_buffer/Author_output/Author_output_file(2010-2014).json',
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'./ejde_buffer/Author_output/Author_output_file(2015-2020).json',
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'./ejde_buffer/Author_output/Author_output_file(newest).json'
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'./ejde_buffer/Author_output/EJDE_Author_output_file(oldest).json',
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'./ejde_buffer/Author_output/EJDE_Author_output_file(2010-2014).json',
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'./ejde_buffer/Author_output/EJDE_Author_output_file(2015-2020).json',
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'./ejde_buffer/Author_output/EJDE_Author_output_file(newest).json'
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]
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article_output_file = [
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'./ejde_buffer/Article_output/Article_output_file(oldest).json',
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'./ejde_buffer/Article_output/Article_output_file(2010-2014).json',
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'./ejde_buffer/Article_output/Article_output_file(2015-2020).json',
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'./ejde_buffer/Article_output/Article_output_file(newest).json'
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'./ejde_buffer/Article_output/EJDE_Article_output_file(oldest).json',
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'./ejde_buffer/Article_output/EJDE_Article_output_file(2010-2014).json',
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'./ejde_buffer/Article_output/EJDE_Article_output_file(2015-2020).json',
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'./ejde_buffer/Article_output/EJDE_Article_output_file(newest).json'
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]
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# Read and write into files
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@ -35,7 +35,7 @@ def Transf():
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for Dict in data:
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if Dict.get('volume') is not None or Dict.get('affiliation', [{}])[0].get('year', 0) is not None:
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# 筛选文章
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# Select data
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if (isinstance(Dict, dict) and int(
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Dict.get('volume') or Dict.get('affiliation', [{}])[0].get('year', 0)) <= 2009):
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data_oldest.append(Dict)
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# The path of storage
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author_output_file = [
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'./EJQTDE_buffer/Author_output/Author_output_file(oldest).json',
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'./EJQTDE_buffer/Author_output/Author_output_file(2010-2014).json',
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'./EJQTDE_buffer/Author_output/Author_output_file(2015-2020).json',
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'./EJQTDE_buffer/Author_output/Author_output_file(newest).json'
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'./EJQTDE_buffer/Author_output/EJQTDE_Author_output_file(oldest).json',
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'./EJQTDE_buffer/Author_output/EJQTDE_Author_output_file(2010-2014).json',
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'./EJQTDE_buffer/Author_output/EJQTDE_Author_output_file(2015-2020).json',
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'./EJQTDE_buffer/Author_output/EJQTDE_Author_output_file(newest).json'
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]
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article_output_file = [
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'./EJQTDE_buffer/Article_output/Article_output_file(oldest).json',
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'./EJQTDE_buffer/Article_output/Article_output_file(2010-2014).json',
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'./EJQTDE_buffer/Article_output/Article_output_file(2015-2020).json',
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'./EJQTDE_buffer/Article_output/Article_output_file(newest).json'
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'./EJQTDE_buffer/Article_output/EJQTDE_Article_output_file(oldest).json',
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'./EJQTDE_buffer/Article_output/EJQTDE_Article_output_file(2010-2014).json',
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'./EJQTDE_buffer/Article_output/EJQTDE_Article_output_file(2015-2020).json',
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'./EJQTDE_buffer/Article_output/EJQTDE_Article_output_file(newest).json'
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]
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# Read and write into files
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file_path = os.path.join(folder_path, file_name)
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if os.path.isfile(file_path):
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os.remove(file_path)
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os.rmdir(folder_path)
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print('\nAttention: The temporary storage files have been deleted!')
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@ -63,17 +63,17 @@ def Transf():
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# 存储路径
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author_output_file = [
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'./SpringerOpen_buffer/Author_output/Author_output_file(oldest).json',
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'./SpringerOpen_buffer/Author_output/Author_output_file(2010-2014).json',
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'./SpringerOpen_buffer/Author_output/Author_output_file(2015-2020).json',
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'./SpringerOpen_buffer/Author_output/Author_output_file(newest).json'
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'./SpringerOpen_buffer/Author_output/SpringerOpen_Author_output_file(oldest).json',
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'./SpringerOpen_buffer/Author_output/SpringerOpen_Author_output_file(2010-2014).json',
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'./SpringerOpen_buffer/Author_output/SpringerOpen_Author_output_file(2015-2020).json',
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'./SpringerOpen_buffer/Author_output/SpringerOpen_Author_output_file(newest).json'
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]
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article_output_file = [
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'./SpringerOpen_buffer/Article_output/Article_output_file(oldest).json',
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'./SpringerOpen_buffer/Article_output/Article_output_file(2010-2014).json',
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'./SpringerOpen_buffer/Article_output/Article_output_file(2015-2020).json',
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'./SpringerOpen_buffer/Article_output/Article_output_file(newest).json'
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'./SpringerOpen_buffer/Article_output/SpringerOpen_Article_output_file(oldest).json',
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'./SpringerOpen_buffer/Article_output/SpringerOpen_Article_output_file(2010-2014).json',
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'./SpringerOpen_buffer/Article_output/SpringerOpen_Article_output_file(2015-2020).json',
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'./SpringerOpen_buffer/Article_output/SpringerOpen_Article_output_file(newest).json'
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]
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# 读取并写入文件
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@ -85,12 +85,14 @@ def Transf():
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# 删除暂存区文件
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def delete(folder_path):
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def delete():
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folder_paths = ['./SpringerOpen_buffer/Author_TS', './SpringerOpen_buffer/Article_TS']
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for folder_path in folder_paths:
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file_names = os.listdir(folder_path)
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for file_name in file_names:
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file_path = os.path.join(folder_path, file_name)
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if os.path.isfile(file_path):
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os.remove(file_path)
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os.rmdir(folder_path)
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print('\nAttention: The temporary storage files have been deleted!')
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