covid19/wikipedia/scripts/fetch_enwiki_revisions.py
2020-04-01 07:51:20 -07:00

157 lines
5.9 KiB
Python
Executable File

#!/usr/bin/env python3
###############################################################################
#
# This script assumes the presence of the COVID-19 repo.
#
# It (1) reads in the article list and then (2) calls the Wikimedia API to
# fetch view information for each article. Output is to (3) JSON and TSV.
#
###############################################################################
import argparse
import logging
import os.path
import json
import subprocess
import datetime
from requests import Request
from csv import DictWriter
from mw import api
def parse_args():
parser = argparse.ArgumentParser(description='Call the views API to collect Wikipedia revision data.')
parser.add_argument('-o', '--output_folder', help='Where to save output', default="wikipedia/data", type=str)
parser.add_argument('-i', '--article_file', help='File listing article names', default="wikipedia/resources/enwp_wikiproject_covid19_articles.txt", type=str)
parser.add_argument('-d', '--query_date', help='Date if not yesterday, in YYYYMMDD format.', type=str)
parser.add_argument('-L', '--logging_level', help='Logging level. Options are debug, info, warning, error, critical. Default: info.', default='info', type=str),
parser.add_argument('-W', '--logging_destination', help='Logging destination file. (default: standard error)', type=str),
args = parser.parse_args()
return(args)
def main():
args = parse_args()
output_path = args.output_folder
article_filename = args.article_file
#handle -d
if args.query_date:
query_date = args.query_date
else:
yesterday = datetime.datetime.today() - datetime.timedelta(days=1)
query_date = yesterday.strftime("%Y%m%d")
query_data = query_date + "00" #requires specifying hours
#handle -L
loglevel_mapping = { 'debug' : logging.DEBUG,
'info' : logging.INFO,
'warning' : logging.WARNING,
'error' : logging.ERROR,
'critical' : logging.CRITICAL }
if args.logging_level in loglevel_mapping:
loglevel = loglevel_mapping[args.logging_level]
else:
print("Choose a valid log level: debug, info, warning, error, or critical")
exit
#handle -W
if args.logging_destination:
logging.basicConfig(filename=args.logging_destination, filemode='a', level=loglevel)
else:
logging.basicConfig(level=loglevel)
export_git_hash = subprocess.check_output(['git', 'rev-parse', 'HEAD']).decode().strip()
export_git_short_hash = subprocess.check_output(['git', 'rev-parse', '--short', 'HEAD']).decode().strip()
export_time = str(datetime.datetime.now())
logging.info(f"Starting run at {export_time}")
logging.info(f"Last commit: {export_git_hash}")
json_output_filename = os.path.join(output_path, f"digobs_covid19-wikipedia-enwiki_revisions-{query_date}.json")
tsv_output_filename = os.path.join(output_path, f"digobs_covid19-wikipedia-enwiki_revisions-{query_data}.tsv")
api_session = api.Session("https://en.wikipedia.org/w/api.php")
# list of properties from the API we want to gather (basically all of
# them supported by mediawik-utilities)
rv_props = {'revid' : 'ids',
'timestamp' : 'timestamp',
'user' : 'user',
'userid' : 'userid',
'size' : 'size',
'sha1' : 'sha1',
'contentmodel' : 'contentmodel',
'tags' : 'tags',
'comment' : 'comment',
'content' : 'content' }
exclude_from_tsv = ['tags', 'comment', 'content']
# load the list of articles
with open(article_filename, 'r') as infile:
article_list = [art.strip() for art in list(infile)]
def get_revisions_for_page(title):
return api_session.revisions.query(properties=rv_props.values(),
titles={title},
direction="newer")
tsv_fields = ['title', 'pageid', 'namespace']
tsv_fields = tsv_fields + list(rv_props.keys())
# drop fields that we identified for exclusion
tsv_fields = [e for e in tsv_fields if e not in exclude_from_tsv]
# add special export fields
tsv_fields = tsv_fields + ['url', 'export_timestamp', 'export_commit']
export_info = { 'git_commit' : export_git_hash,
'timestamp' : export_time }
with open(json_output_filename, 'w') as json_output, \
open(tsv_output_filename, 'w') as tsv_output:
tsv_writer = DictWriter(tsv_output, fieldnames=tsv_fields, delimiter="\t")
tsv_writer.writeheader()
for article in article_list:
logging.info(f"pulling revisiosn for: {article}")
for rev in get_revisions_for_page(article):
logging.debug(f"processing raw revision: {rev}")
# add export metadata
rev['exported'] = export_info
# save the json version of the code
print(json.dumps(rev), file=json_output)
# handle missing data
if "sha1" not in rev:
rev["sha1"] = ""
# add page title information
rev['title'] = rev['page']['title']
rev['pageid'] = rev['page']['pageid']
rev['namespace'] = rev['page']['ns']
# construct a URL
rev['url'] = Request('GET', 'https://en.wikipedia.org/w/index.php',
params={'title' : rev['title'].replace(" ", "_"),
'oldid' : rev['revid']}).prepare().url
rev['export_timestamp'] = export_time
rev['export_commit'] = export_git_short_hash
tsv_writer.writerow({k: rev[k] for k in tsv_fields})
break
if __name__ == "__main__":
main()