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Author SHA1 Message Date
Nicholas Hope 3687854e42 sample resulting csv 2023-01-03 21:55:22 -05:00
Nicholas Hope 6819ab3c26 updated 2023-01-03 21:54:43 -05:00
Nicholas Hope 51e0a1944a now caches gotten ips 2023-01-03 21:54:09 -05:00
7 changed files with 712 additions and 81 deletions
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223
analysis.csv Normal file
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@ -0,0 +1,223 @@
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96 dublin 95.214.235.205 2511.510583480075 23/01/02 03:17:42 23/01/02 05:17:42 +0200 GET .env
97 dublin 183.136.225.42 8272.063444665 23/01/02 03:37:54 23/01/02 11:37:54 +0800 GET index.html
98 dublin 135.125.217.54 1035.5798158633402 23/01/02 04:00:13 23/01/02 05:00:13 +0100 GET .env
99 dublin 218.149.249.204 9183.528959968153 23/01/02 04:36:42 23/01/02 13:36:42 +0900 GET index.html
100 dublin 135.125.217.54 1035.5798158633402 23/01/02 04:57:28 23/01/02 05:57:28 +0100 GET .env
101 dublin 192.241.209.135 8178.949102381609 23/01/02 05:44:31 23/01/01 21:44:31 -0800 GET index.html
102 dublin 104.152.52.221 5888.443669668307 23/01/02 06:07:24 23/01/02 00:07:24 -0600 GET index.html
103 dublin 205.210.31.147 8191.183154732867 23/01/02 06:55:36 23/01/01 22:55:36 -0800 GET index.html
104 dublin 135.125.244.48 1035.5798158633402 23/01/02 07:01:51 23/01/02 08:01:51 +0100 GET .env
105 dublin 95.214.235.205 2511.510583480075 23/01/02 08:42:08 23/01/02 10:42:08 +0200 GET .env
106 dublin 135.125.244.48 1035.5798158633402 23/01/02 08:51:14 23/01/02 09:51:14 +0100 GET .env
107 dublin 82.146.47.152 2794.5817656424533 23/01/02 09:28:01 23/01/02 12:28:01 +0300 GET .env
108 dublin 167.248.133.60 5620.686365465511 23/01/02 09:28:47 23/01/02 04:28:47 -0500 GET index.html
109 dublin 167.248.133.60 5620.686365465511 23/01/02 09:28:47 23/01/02 04:28:47 -0500 GET index.html
110 dublin 135.125.244.48 1035.5798158633402 23/01/02 09:47:27 23/01/02 10:47:27 +0100 GET .env
111 dublin 185.180.143.138 5439.565595897489 23/01/02 10:06:06 23/01/02 05:06:06 -0500 GET index.html
112 dublin 95.214.235.205 2511.510583480075 23/01/02 10:31:09 23/01/02 12:31:09 +0200 GET .env
113 dublin 135.125.244.48 1035.5798158633402 23/01/02 10:48:35 23/01/02 11:48:35 +0100 GET .env
114 dublin 185.180.143.71 5439.565595897489 23/01/02 11:19:18 23/01/02 06:19:18 -0500 GET index.html
115 dublin 135.125.244.48 1035.5798158633402 23/01/02 13:29:31 23/01/02 14:29:31 +0100 GET .env
116 dublin 95.214.235.205 2511.510583480075 23/01/02 13:40:00 23/01/02 15:40:00 +0200 GET .env
117 dublin 183.136.225.42 8272.063444665 23/01/02 13:42:06 23/01/02 21:42:06 +0800 GET index.html
118 dublin 135.125.244.48 1035.5798158633402 23/01/02 14:14:01 23/01/02 15:14:01 +0100 GET .env
119 dublin 87.236.176.71 315.0085196397239 23/01/02 14:42:09 23/01/02 14:42:09 +0000 GET index.html
120 dublin 185.254.196.115 5111.917148813941 23/01/02 14:43:13 23/01/02 09:43:13 -0500 GET .env
121 dublin 135.125.244.48 1035.5798158633402 23/01/02 15:53:05 23/01/02 16:53:05 +0100 GET .env
122 dublin 38.68.53.60 7178.260606068495 23/01/02 16:19:24 23/01/02 10:19:24 -0600 GET .env
123 dublin 196.119.70.73 2148.1916261180495 23/01/02 16:49:15 23/01/02 17:49:15 +0100 GET .env
124 dublin 135.125.244.48 1035.5798158633402 23/01/02 16:54:18 23/01/02 17:54:18 +0100 GET .env
125 dublin 95.214.235.205 2511.510583480075 23/01/02 18:14:25 23/01/02 20:14:25 +0200 GET .env
126 dublin 128.14.134.170 8304.539468209041 23/01/02 18:36:31 23/01/02 10:36:31 -0800 GET index.html
127 dublin 20.253.165.153 8175.766291981561 23/01/02 18:41:32 23/01/02 10:41:32 -0800 GET .env
128 dublin 78.224.132.4 1268.926800548124 23/01/02 18:44:57 23/01/02 19:44:57 +0100 GET index.html
129 dublin 135.125.244.48 1035.5798158633402 23/01/02 18:55:39 23/01/02 19:55:39 +0100 GET .env
130 dublin 191.96.106.147 8304.539468209041 23/01/02 19:21:55 23/01/02 11:21:55 -0800 GET .env
131 dublin 95.214.235.205 2511.510583480075 23/01/02 19:31:54 23/01/02 21:31:54 +0200 GET .env
132 dublin 135.125.217.54 1035.5798158633402 23/01/02 00:02:24 23/01/02 01:02:24 +0100 GET .env
133 dublin 183.136.225.42 8272.063444665 23/01/02 00:27:25 23/01/02 08:27:25 +0800 GET index.html
134 dublin 198.235.24.20 8191.201573607875 23/01/02 00:33:35 23/01/01 16:33:35 -0800 GET index.html
135 dublin 45.14.165.26 5457.851422384024 23/01/02 00:55:43 23/01/01 19:55:43 -0500 GET index.html
136 dublin 135.125.217.54 1035.5798158633402 23/01/02 01:07:02 23/01/02 02:07:02 +0100 GET .env
137 dublin 210.8.251.118 17219.320107006963 23/01/02 01:33:47 23/01/02 12:33:47 +1100 GET index.html
138 dublin 185.254.196.115 5111.917148813941 23/01/02 01:34:31 23/01/01 20:34:31 -0500 GET .env
139 dublin 93.200.54.155 939.1838528466022 23/01/02 01:55:50 23/01/02 02:55:50 +0100 GET index.html
140 dublin 135.125.217.54 1035.5798158633402 23/01/02 02:02:22 23/01/02 03:02:22 +0100 GET .env
141 dublin 93.171.244.53 3437.864849633758 23/01/02 02:15:13 23/01/02 05:15:13 +0300 GET index.html
142 dublin 95.214.235.205 2511.510583480075 23/01/02 03:17:42 23/01/02 05:17:42 +0200 GET .env
143 dublin 183.136.225.42 8272.063444665 23/01/02 03:37:54 23/01/02 11:37:54 +0800 GET index.html
144 dublin 135.125.217.54 1035.5798158633402 23/01/02 04:00:13 23/01/02 05:00:13 +0100 GET .env
145 dublin 218.149.249.204 9183.528959968153 23/01/02 04:36:42 23/01/02 13:36:42 +0900 GET index.html
146 dublin 135.125.217.54 1035.5798158633402 23/01/02 04:57:28 23/01/02 05:57:28 +0100 GET .env
147 dublin 192.241.209.135 8178.949102381609 23/01/02 05:44:31 23/01/01 21:44:31 -0800 GET index.html
148 dublin 104.152.52.221 5888.443669668307 23/01/02 06:07:24 23/01/02 00:07:24 -0600 GET index.html
149 dublin 205.210.31.147 8191.183154732867 23/01/02 06:55:36 23/01/01 22:55:36 -0800 GET index.html
150 dublin 135.125.244.48 1035.5798158633402 23/01/02 07:01:51 23/01/02 08:01:51 +0100 GET .env
151 dublin 95.214.235.205 2511.510583480075 23/01/02 08:42:08 23/01/02 10:42:08 +0200 GET .env
152 dublin 135.125.244.48 1035.5798158633402 23/01/02 08:51:14 23/01/02 09:51:14 +0100 GET .env
153 dublin 82.146.47.152 2794.5817656424533 23/01/02 09:28:01 23/01/02 12:28:01 +0300 GET .env
154 dublin 167.248.133.60 5620.686365465511 23/01/02 09:28:47 23/01/02 04:28:47 -0500 GET index.html
155 dublin 167.248.133.60 5620.686365465511 23/01/02 09:28:47 23/01/02 04:28:47 -0500 GET index.html
156 dublin 135.125.244.48 1035.5798158633402 23/01/02 09:47:27 23/01/02 10:47:27 +0100 GET .env
157 dublin 185.180.143.138 5439.565595897489 23/01/02 10:06:06 23/01/02 05:06:06 -0500 GET index.html
158 dublin 95.214.235.205 2511.510583480075 23/01/02 10:31:09 23/01/02 12:31:09 +0200 GET .env
159 dublin 135.125.244.48 1035.5798158633402 23/01/02 10:48:35 23/01/02 11:48:35 +0100 GET .env
160 dublin 185.180.143.71 5439.565595897489 23/01/02 11:19:18 23/01/02 06:19:18 -0500 GET index.html
161 dublin 135.125.244.48 1035.5798158633402 23/01/02 13:29:31 23/01/02 14:29:31 +0100 GET .env
162 dublin 95.214.235.205 2511.510583480075 23/01/02 13:40:00 23/01/02 15:40:00 +0200 GET .env
163 dublin 183.136.225.42 8272.063444665 23/01/02 13:42:06 23/01/02 21:42:06 +0800 GET index.html
164 dublin 135.125.244.48 1035.5798158633402 23/01/02 14:14:01 23/01/02 15:14:01 +0100 GET .env
165 dublin 87.236.176.71 315.0085196397239 23/01/02 14:42:09 23/01/02 14:42:09 +0000 GET index.html
166 dublin 185.254.196.115 5111.917148813941 23/01/02 14:43:13 23/01/02 09:43:13 -0500 GET .env
167 dublin 135.125.244.48 1035.5798158633402 23/01/02 15:53:05 23/01/02 16:53:05 +0100 GET .env
168 dublin 38.68.53.60 7178.260606068495 23/01/02 16:19:24 23/01/02 10:19:24 -0600 GET .env
169 dublin 196.119.70.73 2148.1916261180495 23/01/02 16:49:15 23/01/02 17:49:15 +0100 GET .env
170 dublin 135.125.244.48 1035.5798158633402 23/01/02 16:54:18 23/01/02 17:54:18 +0100 GET .env
171 dublin 95.214.235.205 2511.510583480075 23/01/02 18:14:25 23/01/02 20:14:25 +0200 GET .env
172 dublin 128.14.134.170 8304.539468209041 23/01/02 18:36:31 23/01/02 10:36:31 -0800 GET index.html
173 dublin 20.253.165.153 8175.766291981561 23/01/02 18:41:32 23/01/02 10:41:32 -0800 GET .env
174 dublin 78.224.132.4 1268.926800548124 23/01/02 18:44:57 23/01/02 19:44:57 +0100 GET index.html
175 dublin 135.125.244.48 1035.5798158633402 23/01/02 18:55:39 23/01/02 19:55:39 +0100 GET .env
176 dublin 191.96.106.147 8304.539468209041 23/01/02 19:21:55 23/01/02 11:21:55 -0800 GET .env
177 dublin 95.214.235.205 2511.510583480075 23/01/02 19:31:54 23/01/02 21:31:54 +0200 GET .env
178 dublin 135.125.217.54 1035.5798158633402 23/01/02 00:02:24 23/01/02 01:02:24 +0100 GET .env
179 dublin 183.136.225.42 8272.063444665 23/01/02 00:27:25 23/01/02 08:27:25 +0800 GET index.html
180 dublin 198.235.24.20 8191.201573607875 23/01/02 00:33:35 23/01/01 16:33:35 -0800 GET index.html
181 dublin 45.14.165.26 5457.851422384024 23/01/02 00:55:43 23/01/01 19:55:43 -0500 GET index.html
182 dublin 135.125.217.54 1035.5798158633402 23/01/02 01:07:02 23/01/02 02:07:02 +0100 GET .env
183 dublin 210.8.251.118 17219.320107006963 23/01/02 01:33:47 23/01/02 12:33:47 +1100 GET index.html
184 dublin 185.254.196.115 5111.917148813941 23/01/02 01:34:31 23/01/01 20:34:31 -0500 GET .env
185 dublin 93.200.54.155 939.1838528466022 23/01/02 01:55:50 23/01/02 02:55:50 +0100 GET index.html
186 dublin 135.125.217.54 1035.5798158633402 23/01/02 02:02:22 23/01/02 03:02:22 +0100 GET .env
187 dublin 93.171.244.53 3437.864849633758 23/01/02 02:15:13 23/01/02 05:15:13 +0300 GET index.html
188 dublin 95.214.235.205 2511.510583480075 23/01/02 03:17:42 23/01/02 05:17:42 +0200 GET .env
189 dublin 183.136.225.42 8272.063444665 23/01/02 03:37:54 23/01/02 11:37:54 +0800 GET index.html
190 dublin 135.125.217.54 1035.5798158633402 23/01/02 04:00:13 23/01/02 05:00:13 +0100 GET .env
191 dublin 218.149.249.204 9183.528959968153 23/01/02 04:36:42 23/01/02 13:36:42 +0900 GET index.html
192 dublin 135.125.217.54 1035.5798158633402 23/01/02 04:57:28 23/01/02 05:57:28 +0100 GET .env
193 dublin 192.241.209.135 8178.949102381609 23/01/02 05:44:31 23/01/01 21:44:31 -0800 GET index.html
194 dublin 104.152.52.221 5888.443669668307 23/01/02 06:07:24 23/01/02 00:07:24 -0600 GET index.html
195 dublin 205.210.31.147 8191.183154732867 23/01/02 06:55:36 23/01/01 22:55:36 -0800 GET index.html
196 dublin 135.125.244.48 1035.5798158633402 23/01/02 07:01:51 23/01/02 08:01:51 +0100 GET .env
197 dublin 95.214.235.205 2511.510583480075 23/01/02 08:42:08 23/01/02 10:42:08 +0200 GET .env
198 dublin 135.125.244.48 1035.5798158633402 23/01/02 08:51:14 23/01/02 09:51:14 +0100 GET .env
199 dublin 82.146.47.152 2794.5817656424533 23/01/02 09:28:01 23/01/02 12:28:01 +0300 GET .env
200 dublin 167.248.133.60 5620.686365465511 23/01/02 09:28:47 23/01/02 04:28:47 -0500 GET index.html
201 dublin 167.248.133.60 5620.686365465511 23/01/02 09:28:47 23/01/02 04:28:47 -0500 GET index.html
202 dublin 135.125.244.48 1035.5798158633402 23/01/02 09:47:27 23/01/02 10:47:27 +0100 GET .env
203 dublin 185.180.143.138 5439.565595897489 23/01/02 10:06:06 23/01/02 05:06:06 -0500 GET index.html
204 dublin 95.214.235.205 2511.510583480075 23/01/02 10:31:09 23/01/02 12:31:09 +0200 GET .env
205 dublin 135.125.244.48 1035.5798158633402 23/01/02 10:48:35 23/01/02 11:48:35 +0100 GET .env
206 dublin 185.180.143.71 5439.565595897489 23/01/02 11:19:18 23/01/02 06:19:18 -0500 GET index.html
207 dublin 135.125.244.48 1035.5798158633402 23/01/02 13:29:31 23/01/02 14:29:31 +0100 GET .env
208 dublin 95.214.235.205 2511.510583480075 23/01/02 13:40:00 23/01/02 15:40:00 +0200 GET .env
209 dublin 183.136.225.42 8272.063444665 23/01/02 13:42:06 23/01/02 21:42:06 +0800 GET index.html
210 dublin 135.125.244.48 1035.5798158633402 23/01/02 14:14:01 23/01/02 15:14:01 +0100 GET .env
211 dublin 87.236.176.71 315.0085196397239 23/01/02 14:42:09 23/01/02 14:42:09 +0000 GET index.html
212 dublin 185.254.196.115 5111.917148813941 23/01/02 14:43:13 23/01/02 09:43:13 -0500 GET .env
213 dublin 135.125.244.48 1035.5798158633402 23/01/02 15:53:05 23/01/02 16:53:05 +0100 GET .env
214 dublin 38.68.53.60 7178.260606068495 23/01/02 16:19:24 23/01/02 10:19:24 -0600 GET .env
215 dublin 196.119.70.73 2148.1916261180495 23/01/02 16:49:15 23/01/02 17:49:15 +0100 GET .env
216 dublin 135.125.244.48 1035.5798158633402 23/01/02 16:54:18 23/01/02 17:54:18 +0100 GET .env
217 dublin 95.214.235.205 2511.510583480075 23/01/02 18:14:25 23/01/02 20:14:25 +0200 GET .env
218 dublin 128.14.134.170 8304.539468209041 23/01/02 18:36:31 23/01/02 10:36:31 -0800 GET index.html
219 dublin 20.253.165.153 8175.766291981561 23/01/02 18:41:32 23/01/02 10:41:32 -0800 GET .env
220 dublin 78.224.132.4 1268.926800548124 23/01/02 18:44:57 23/01/02 19:44:57 +0100 GET index.html
221 dublin 135.125.244.48 1035.5798158633402 23/01/02 18:55:39 23/01/02 19:55:39 +0100 GET .env
222 dublin 191.96.106.147 8304.539468209041 23/01/02 19:21:55 23/01/02 11:21:55 -0800 GET .env
223 dublin 95.214.235.205 2511.510583480075 23/01/02 19:31:54 23/01/02 21:31:54 +0200 GET .env

158
analyze.py
View File

@ -3,6 +3,53 @@ import requests
from math import radians, cos, sin, acos, asin, sqrt
from pathlib import Path
from os import chdir
from datetime import datetime, timezone
from dateutil import tz
import pickle
class IPCache:
picklefile_name = 'cached_ips.pkl'
def __init__(self, /):
with Path('.') as p:
self.creation_dir = p.resolve()
def get(self, ip, /):
if ip in self.cache:
return self.cache[ip]
addr = f'http://ip-api.com/json/{ip}'
response = requests.get(addr)
if not response.ok:
raise RuntimeError(f'request for ip failed with {response.status_code}')
resulting_dict = eval(response.content)
if resulting_dict['status'] == 'fail':
raise RuntimeError(f'ip was invalid')
# the given timezone is like, 'Australia/Sydney'. we need to convert to
# a datetime.timezone type
timezone_str = resulting_dict['timezone']
tzfile = tz.gettz(timezone_str)
as_timedelta = tzfile.utcoffset(datetime.utcnow())
as_timezone_type = timezone(as_timedelta)
self.cache[ip] = ((resulting_dict['lat'], resulting_dict['lon']), as_timezone_type)
return self.cache[ip]
def __enter__(self, filename=picklefile_name, /):
chdir(self.creation_dir)
with Path(filename) as p:
if p.exists():
with open(filename, 'rb') as f:
cache = pickle.load(f)
else:
cache = {}
self.filename = filename
self.cache = cache
return self
def __exit__(self, err_type, err_value, traceback, /):
chdir(self.creation_dir)
with open(self.filename, 'wb') as f:
pickle.dump(self.cache, f)
def filter_logs(filename: str):
with open(filename, 'r') as f:
@ -13,24 +60,8 @@ def filter_logs(filename: str):
if (
status != '200'
or method != 'GET'
or file not in validnames
): continue
date, time, timezone = timethings.split(' ')
yield ip, date, time, timezone, status, method, file
def get_ip_latlon(ip: str) -> (int, int):
# make a reqest to ip-api.com to associate an ip to a
# latitude and longitude
addr = f'http://ip-api.com/json/{ip}'
response = requests.get(addr)
if not response.ok:
raise RuntimeError(f'request for ip failed with {response.status_code}')
resulting_dict = eval(response.content)
if resulting_dict['status'] != 'fail':
return resulting_dict['lat'], resulting_dict['lon']
def value_sort(d: dict, reverse=True) -> dict:
return sorted(d.items(), key=lambda kv_pair: kv_pair[1], reverse=reverse)
yield ip, timethings, status, method, file
def latlon_distance(p1, p2) -> float:
# black magic do not touch. use the haversine formula to find the distance
@ -54,45 +85,31 @@ def analyze_server(server: Path, serverip: str) -> None:
if not server.is_dir():
return
result = ''
filename = f'{server.name}/access.log'
hitfiles = {}
requesters = {}
distances = {}
times = {}
self_latlon = get_ip_latlon(serverip)
for ip, date, time_str, timezone, status, method, file in filter_logs(filename):
if file in hitfiles:
hitfiles[file] += 1
else:
hitfiles[file] = 1
self_latlon, _ = ip_cache.get(serverip)
for ip, timethings, status, method, file in filter_logs(filename):
# get_ip_latlon_tz() returns the latitude, longitude, and timezone
# of an ip
# TODO: cache results in a picklefile
latlon, timezone = ip_cache.get(ip)
if ip in requesters:
requesters[ip] += 1
else:
requesters[ip] = 1
latlon = get_ip_latlon(ip)
if latlon is not None:
distances[ip] = latlon_distance(self_latlon, latlon)
# convert `timethings` to a datetime object
time_of_hit = datetime.strptime(timethings, log_date_format)
# convert from its default timezone in GMT to the timezone of the requester
localtime = time_of_hit.replace(tzinfo=timezone.utc).astimezone(timezone)
# convert this time back to a string for logging purposes
localtime_str = localtime.strftime(log_date_format)
hour = time_str.split(':')[0]
if hour in times:
times[hour] += 1
else:
times[hour] = 1
print(f'\n\n--- ANALYSIS FOR {server.name.upper()} ---\n')
for dict_name in ['hitfiles', 'requesters', 'distances', 'times']:
print(
dict_name + ': {\n '
+ ',\n '.join(
f'{k!r}: {v!r}'
for k, v in value_sort(eval(dict_name))
)
+ '\n}'
distance = latlon_distance(self_latlon, latlon)
date, time = timethings.split(' ')[:2]
result += (
f'{server.name},{ip},{distance},{date},{time},'
+ f'{localtime_str},{method},{file}\n'
)
print(f'average: {sum(distances.values())/len(distances)}')
return result
def get_server_ip(servername: str) -> str:
# associate servers with ips
@ -115,45 +132,24 @@ def main(args: list) -> int:
print('no logdir provided')
return 1
outfile = 'analysis.csv'
start_dir = Path('.').resolve()
f = open(outfile, 'a')
for logdir in args[1:]:
chdir(logdir)
serverdir = Path('.')
for subdir in serverdir.iterdir():
serverip = get_server_ip(subdir.name)
analyze_server(subdir, serverip)
csv_lines = analyze_server(subdir, serverip)
chdir(start_dir)
f.write(csv_lines)
f.close()
return 0
validnames = {
'wp-login.php',
'.env',
'plugins/system/debug/debug.xml',
'administrator/language/en-GB/en-GB.xml',
'administrator/help/en-GB/toc.json',
'.git/config',
'vendor/phpunit/phpunit/src/Util/PHP/eval-stdin.php',
'xmlrpc.php',
'wp1/wp-includes/wlwmanifest.xml',
'wp/wp-includes/wlwmanifest.xml',
'wordpress/wp-includes/wlwmanifest.xml',
'web/wp-includes/wlwmanifest.xml',
'test/wp-includes/wlwmanifest.xml',
'site/wp-includes/wlwmanifest.xml',
'shop/wp-includes/wlwmanifest.xml',
'cms/wp-includes/wlwmanifest.xml',
'blog/wp-includes/wlwmanifest.xml',
'2019/wp-includes/wlwmanifest.xml',
'wp-load.php',
'public/_ignition/health-check',
'_ignition/health-check',
'admin/.env',
'protected/.env',
'wp-includes/wp-class.php',
'wp-commentin.php',
'wp-signin.php'
}
log_date_format = r'%y/%m/%d %H:%M:%S %z'
if __name__ == '__main__':
sys.exit(main(sys.argv))
with IPCache() as ip_cache:
sys.exit(main(sys.argv))

92
logs/brazil/access.log
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logs/dublin/access.log
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logs/nova/access.log
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