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	• ema
	Jun 21 2019, 5:17 AM

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raw.txt
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	#!/usr/bin/python3

	import os
	import requests

	ldap_user = os.getenv('LDAP_USER')
	ldap_pass = os.getenv('LDAP_PASS')
	query = 'logger_name:varnishslowlog request-Host:en.wikipedia.org AND layer:backend AND http-status:200 AND @timestamp:[2018-03-10 TO 2018-03-10] AND host:cp1*'
	print query
	url = "https://logstash.wikimedia.org/elasticsearch/_search?size=10000&q={}".format(query)

	resp = requests.get(url, auth=requests.auth.HTTPBasicAuth(ldap_user, ldap_pass))
	assert resp.status_code == 200

	data = resp.json()
	for line in data['hits']['hits']:
	log = line['_source']
	timing = log.get('response-Backend-Timing')
	if not timing:
	# This is not coming from mediawiki
	continue

	mw_seconds = float(timing.split()[0].replace('D=', '')) / 1000000.0
	log['varnish-seconds'] = float(log['time-fetch']) - mw_seconds
	if log['varnish-seconds'] > 0.5:
	print "%(@timestamp)s %(http-url)s %(host)s %(layer)s %(http-status)s %(varnish-seconds)f" % log,
	print log.get('response-X-Cache-Int', '')