Files
datapipe/clean/step1_modify_status_with_database.py
2025-01-18 17:09:51 +08:00

88 lines
3.4 KiB
Python

import os
import tqdm
import sqlite3
import mysql.connector
import PyPDF2
def read_dois_from_db(db_path):
conn = sqlite3.connect(db_path)
cursor = conn.cursor()
cursor.execute(f"SELECT doi FROM doi_status;")
dois = [row[0] for row in cursor.fetchall()]
conn.close()
return dois
def main():
cur_path = os.path.dirname(os.path.abspath(__file__))
# db_path = os.path.join(cur_path, 'psk_high_cited', 'doi_status.db')
# dois_db = read_dois_from_db(db_path)
# for doi in tqdm.tqdm(dois_db):
# pdf = doi.replace('/','_').replace('<','_').replace('>','_').replace(':','_') + '.pdf'
# pdf_path = os.path.join(cur_path, 'psk_high_cited/pdfs', pdf)
# if os.path.exists(pdf_path):
# conn = sqlite3.connect(db_path)
# cursor = conn.cursor()
# cursor.execute(f"UPDATE doi_status SET status = 'success' WHERE doi = '{doi}';")
# conn.close()
###########################################################################################
TABLE_NAME = 'mp_cif_info'
mysql_connection = mysql.connector.connect(
host='100.84.94.73',
user='metadata_mat_papers',
password='siat-mic',
database='metadata_mat_papers'
)
mysql_cursor = mysql_connection.cursor()
try:
# 获取所有 doi
mysql_cursor.execute(f"SELECT doi FROM {TABLE_NAME};")
dois = [row[0] for row in mysql_cursor.fetchall()]
for doi in tqdm.tqdm(dois):
# pdf = doi.replace('/','_').replace('<','_').replace('>','_').replace(':','_') + '.pdf'
pdf = doi + '.pdf'
# 需要更改为你的pdf路径
pdf_path = os.path.join(cur_path, 'mp_cif/pdfs', pdf)
if os.path.exists(pdf_path):
try:
# 尝试打开PDF文件
with open(pdf_path, 'rb') as file:
pdf_reader = PyPDF2.PdfReader(file) # 如果无法解析,可能抛出异常
# 如果文件成功打开和解析,更新数据库状态为 'success'
query = f"UPDATE {TABLE_NAME} SET scihub_downloaded = %s WHERE doi = %s"
mysql_cursor.execute(query, ('success', doi))
mysql_connection.commit()
except (PyPDF2.errors.PdfReadError, PyPDF2.errors.PdfStreamError):
# 如果 PDF 解析失败,将 scihub_downlowded 设置为 NULL
query = f"UPDATE {TABLE_NAME} SET scihub_downloaded = %s WHERE doi = %s"
mysql_cursor.execute(query, (None, doi)) # None 会映射为 SQL 中的 NULL
mysql_connection.commit()
except Exception as e:
# 其他异常处理
print(f"处理 PDF {doi} 时出现未知错误: {e}")
query = f"UPDATE {TABLE_NAME} SET scihub_downloaded = %s WHERE doi = %s"
mysql_cursor.execute(query, (None, doi))
mysql_connection.commit()
except mysql.connector.Error as error:
print("Failed to insert record into MySQL table: {}".format(error))
# 如果发生错误,撤回事务
mysql_connection.rollback()
finally:
# 关闭游标和连接
mysql_cursor.close()
mysql_connection.close()
if __name__ == "__main__":
main()