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add local crawler #121

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Nov 21, 2023
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2 changes: 1 addition & 1 deletion _config.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -27,7 +27,7 @@ auto-cite:
- ../_data/sources-2022.yaml
- ../_data/sources-2023.yaml
output: ../_data/citations.yaml
depth: 5
depth: 1

# default front matter parameters for markdown files
defaults:
Expand Down
127 changes: 127 additions & 0 deletions auto-cite/local-auto-cite-by-crawler.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,127 @@
# 由于线上环境不稳定,本地运行爬虫爬取谷歌学术的论文信息后更新到仓库中
from util import *
from importlib import import_module
from dict_hash import sha256
from datetime import datetime

# config info for input/output files and plugins
config = {}
try:
config = load_data("../_config.yaml", type_check=False).get("auto-cite")
if not config:
raise Exception("Couldn't find auto-cite key in config")
except Exception as e:
log(e, 3, "red")
exit(1)

log("Compiling list of sources to cite")

# error exit flag
will_exit = False

# loop through plugins
# exit at end of loop if error occurred
if will_exit:
log("One or more input files or plugins failed", 3, "red")
exit(1)

log("Generating citations for sources")

# load existing citations
citations = []
try:
citations = load_data(config["output"])
except Exception as e:
log(e, 2, "yellow")

# error exit flag
will_exit = False

# list of new citations to overwrite existing citations
new_citations = []
from selenium import webdriver
from webdriver_manager.chrome import ChromeDriverManager
from webdriver_manager.core.os_manager import ChromeType
from time import sleep
from selenium.webdriver.common.by import By
from selenium.webdriver.chrome.options import Options
from selenium.webdriver.chrome.service import Service
def setup_webdriver():
# setup webdriver

driver = webdriver.Chrome()
return driver

wd = setup_webdriver()
publications={}
supervisors = ['https://scholar.google.com/citations?user=NJOnxh4AAAAJ&hl=en','https://scholar.google.com/citations?user=0HtCYQEAAAAJ&hl=en','https://scholar.google.com/citations?user=UKqaI5IAAAAJ&hl=en']
for supervisor in supervisors:
depth = config.get("depth", 10)
wd.get(supervisor)
wd.find_element(By.XPATH, '//*[@id="gsc_a_ha"]/a').click()
for i in range(1):
wd.find_element(By.XPATH, '//*[@id="gsc_bpf_more"]/span/span[2]').click()
sleep(3)

for i in range(depth):
part = wd.find_element(By.XPATH, f'//*[@id="gsc_a_b"]/tr[{i+1}]/td[1]/a')
href = part.get_attribute('href')
sleep(1)
wd.execute_script(f"window.open('{href}', 'new_tab')")
wd.switch_to.window("new_tab")
title = wd.find_element(By.ID, 'gsc_oci_title').text
author = wd.find_element(By.CLASS_NAME, 'gsc_oci_value').text
date = wd.find_element(By.XPATH, '//*[@id="gsc_oci_table"]/div[2]/div[2]').text.replace('/','-')
pub = wd.find_element(By.XPATH, '//*[@id="gsc_oci_table"]/div[3]/div[2]').text
cnt = 4
while True:
try:
url = wd.find_element(By.XPATH, f'//*[@id="gsc_oci_table"]/div[{cnt}]/div[2]/div/div[1]/a').get_attribute("href")
break
except:
cnt+=1
publications[title.lower()] = {'title':title, 'authors':[a.strip() for a in author.split(",")], 'publisher':pub, 'date':date, 'link':url}
sleep(1)
wd.close()
wd.switch_to.window(wd.window_handles[0])

for pub in citations:
title = pub["title"]
if 'id' in pub:
pub.pop("id")
if '_cache' in pub:
pub.pop("_cache")
publications[title.lower()] = pub

def convert_to_datetime(time_string):
try:
return datetime.strptime(time_string, "%Y-%m-%d")
except:
try:
return datetime.strptime(time_string, "%Y-%m")
except:
return datetime.strptime(time_string, "%Y")

new_citations = []
for id in publications:
date = publications[id]['date'].replace('/','-')
converted_date = convert_to_datetime(date)
date = converted_date.strftime("%Y-%m-%d")
new_citations.append({'id':id, 'title':publications[id]['title'], "authors":publications[id]['authors'], "publisher":publications[id]['publisher'], "date":date, "link":publications[id]['link']})

new_citations.sort(key=lambda x:convert_to_datetime(x['date']),reverse=True)
# exit at end of loop if error occurred
if will_exit:
log("One or more sources failed to be cited", 3, "red")
exit(1)

log("Exporting citations")

# save new citations
try:
save_data(config["output"], new_citations)
except Exception as e:
log(e, 2, "red")
exit(1)

log(f"Exported {len(new_citations)} citations", 2, "green")
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