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The Reality of NDN Video Streaming https://yoursunny.com/t/2021/NDN-video-reality/
*.mmdb
*.ndjson
.vscode
__pycache__

The Reality of NDN Video Streaming

This gist contains code and input data from blog article The Reality of NDN Video Streaming.

To run this script:

  1. pipenv install
  2. Download MaxMind GeoLite2-ASN.mmdb and GeoLite2-City.mmdb
  3. ./process.sh
#!/usr/bin/python
import datetime
import ipaddress
import json
import sys
import urllib.parse
import geoip2.database
import ndjson
geoip2asn = geoip2.database.Reader("GeoLite2-ASN.mmdb")
geoip2city = geoip2.database.Reader("GeoLite2-City.mmdb")
writer = ndjson.writer(sys.stdout)
date0 = datetime.datetime(2021, 1, 1, tzinfo=datetime.timezone.utc).timestamp()
date1 = datetime.datetime(2021, 2, 1, tzinfo=datetime.timezone.utc).timestamp()
for j in ndjson.reader(sys.stdin):
try:
r = json.loads(urllib.parse.unquote(j["request"]["uri"][1:]))
if j["ts"] < date0 or j["ts"] >= date1:
continue
r["ts"] = j["ts"]
ip = urllib.parse.urlsplit("//" + j["request"]["remote_addr"]).hostname
subnet = ipaddress.IPv4Network((ip, 24), strict=False)
asn = geoip2asn.asn(ip)
city = geoip2city.city(ip)
r["ip"] = str(subnet.network_address)
r["asn"] = asn.autonomous_system_number
r["location"] = [city.location.longitude, city.location.latitude]
r["city_accuracy"] = city.city.geoname_id is not None
r["country"] = city.country.iso_code
r["continent"] = city.continent.code
writer.writerow(r)
except Exception:
pass
#!/usr/bin/python
import sys
from collections import defaultdict
from typing import Any, Dict, List, Set
import ndjson
from ndn.encoding.name import Name
from testbed import find_router
Record = Dict[str, Any]
class Video(dict):
def __init__(self, name: Name.FormalName):
self.name = name
self["name"] = Name.to_str(name)
self["fetch"] = []
self["playback"] = []
def add_fetch_record(self, j: Record):
j["n"] = Name.to_str(Name.from_str(j["n"])[len(self.name):])
self["fetch"].append(j)
def add_playback_record(self, j: Record):
del j["n"]
self["playback"].append(j)
class Session(dict):
SESS_KEYS = ["sess", "site", "remote", "ip", "asn",
"location", "city_accuracy", "country", "continent"]
def __init__(self):
self.fetch: List[Record] = []
self.playback: List[Record] = []
def add_record(self, j: Record):
for KEY in Session.SESS_KEYS:
self[KEY] = j.pop(KEY, None)
if j["a"] == "P":
del j["a"]
self.playback.append(j)
else:
self.fetch.append(j)
def tag_router(self):
router = find_router(self["remote"])
self["router"] = router
self["router_dist"] = None if router is None \
else router.geodistance(self["location"])
def bin_videos(self):
videos: Dict[bytes, Video] = dict()
unaccounted: List[Record] = []
for j in self.playback:
name = Name.from_str(j["n"])[:-1]
video = videos.setdefault(Name.to_bytes(name), Video(name))
video.add_playback_record(j)
for j in self.fetch:
name = Name.from_str(j["n"])
found = False
for video in videos.values():
if Name.is_prefix(video.name, name):
video.add_fetch_record(j)
found = True
break
if not found:
unaccounted.append(j)
self["V"] = list(videos.values())
self["F"] = unaccounted
sessions: defaultdict[str, Session] = defaultdict(lambda: Session())
for j in ndjson.reader(sys.stdin):
sessions[j["sess"]].add_record(j)
for s in sessions.values():
s.tag_router()
s.bin_videos()
ndjson.dump(sessions.values(), sys.stdout)
[[source]]
url = "https://pypi.org/simple"
verify_ssl = true
name = "pypi"
[pipenv]
allow_prereleases = true
[packages]
geoip2 = "~=4.1.0"
geopy = "~=2.1.0"
ndjson = "~=0.3.1"
python-ndn = "==0.3a1.post1"
[dev-packages]
autopep8 = "*"
isort = "*"
[requires]
python_version = "3.9"
[scripts]
lint = "bash -c \"autopep8 -i *.py && isort *.py\""
{
"_meta": {
"hash": {
"sha256": "22aa8c3e8beee0a97ba5a481d7088abb79b11bf99784eeb0399b0d63a0eb4f9c"
},
"pipfile-spec": 6,
"requires": {
"python_version": "3.9"
},
"sources": [
{
"name": "pypi",
"url": "https://pypi.org/simple",
"verify_ssl": true
}
]
},
"default": {
"aiohttp": {
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],
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},
"async-timeout": {
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],
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},
"attrs": {
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],
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
"version": "==20.3.0"
},
"certifi": {
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],
"version": "==2020.12.5"
},
"chardet": {
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],
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},
"dataclasses": {
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],
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},
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],
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},
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],
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],
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},
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"sha256:f81f7311250d9480e36dec819127897ae772e7e8de07abfabe931b8566770b8e"
],
"markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
"version": "==3.9.9"
},
"pygtrie": {
"hashes": [
"sha256:43205559d28863358dbbf25045029f58e2ab357317a59b11f11ade278ac64692"
],
"version": "==2.4.2"
},
"python-ndn": {
"hashes": [
"sha256:40cb44c311cfc78a4e7c21f1133a90dd1fdd1a228c2ea57d98e11c560895b515",
"sha256:c0b846d544aa9e535b55dd24f73e6be5712195e3bfc7dc12741b6900bc7cdc0c"
],
"index": "pypi",
"version": "==0.3a1.post1"
},
"requests": {
"hashes": [
"sha256:27973dd4a904a4f13b263a19c866c13b92a39ed1c964655f025f3f8d3d75b804",
"sha256:c210084e36a42ae6b9219e00e48287def368a26d03a048ddad7bfee44f75871e"
],
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
"version": "==2.25.1"
},
"typing-extensions": {
"hashes": [
"sha256:7cb407020f00f7bfc3cb3e7881628838e69d8f3fcab2f64742a5e76b2f841918",
"sha256:99d4073b617d30288f569d3f13d2bd7548c3a7e4c8de87db09a9d29bb3a4a60c",
"sha256:dafc7639cde7f1b6e1acc0f457842a83e722ccca8eef5270af2d74792619a89f"
],
"version": "==3.7.4.3"
},
"urllib3": {
"hashes": [
"sha256:1b465e494e3e0d8939b50680403e3aedaa2bc434b7d5af64dfd3c958d7f5ae80",
"sha256:de3eedaad74a2683334e282005cd8d7f22f4d55fa690a2a1020a416cb0a47e73"
],
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'",
"version": "==1.26.3"
},
"yarl": {
"hashes": [
"sha256:00d7ad91b6583602eb9c1d085a2cf281ada267e9a197e8b7cae487dadbfa293e",
"sha256:0355a701b3998dcd832d0dc47cc5dedf3874f966ac7f870e0f3a6788d802d434",
"sha256:15263c3b0b47968c1d90daa89f21fcc889bb4b1aac5555580d74565de6836366",
"sha256:2ce4c621d21326a4a5500c25031e102af589edb50c09b321049e388b3934eec3",
"sha256:31ede6e8c4329fb81c86706ba8f6bf661a924b53ba191b27aa5fcee5714d18ec",
"sha256:324ba3d3c6fee56e2e0b0d09bf5c73824b9f08234339d2b788af65e60040c959",
"sha256:329412812ecfc94a57cd37c9d547579510a9e83c516bc069470db5f75684629e",
"sha256:4736eaee5626db8d9cda9eb5282028cc834e2aeb194e0d8b50217d707e98bb5c",
"sha256:4953fb0b4fdb7e08b2f3b3be80a00d28c5c8a2056bb066169de00e6501b986b6",
"sha256:4c5bcfc3ed226bf6419f7a33982fb4b8ec2e45785a0561eb99274ebbf09fdd6a",
"sha256:547f7665ad50fa8563150ed079f8e805e63dd85def6674c97efd78eed6c224a6",
"sha256:5b883e458058f8d6099e4420f0cc2567989032b5f34b271c0827de9f1079a424",
"sha256:63f90b20ca654b3ecc7a8d62c03ffa46999595f0167d6450fa8383bab252987e",
"sha256:68dc568889b1c13f1e4745c96b931cc94fdd0defe92a72c2b8ce01091b22e35f",
"sha256:69ee97c71fee1f63d04c945f56d5d726483c4762845400a6795a3b75d56b6c50",
"sha256:6d6283d8e0631b617edf0fd726353cb76630b83a089a40933043894e7f6721e2",
"sha256:72a660bdd24497e3e84f5519e57a9ee9220b6f3ac4d45056961bf22838ce20cc",
"sha256:73494d5b71099ae8cb8754f1df131c11d433b387efab7b51849e7e1e851f07a4",
"sha256:7356644cbed76119d0b6bd32ffba704d30d747e0c217109d7979a7bc36c4d970",
"sha256:8a9066529240171b68893d60dca86a763eae2139dd42f42106b03cf4b426bf10",
"sha256:8aa3decd5e0e852dc68335abf5478a518b41bf2ab2f330fe44916399efedfae0",
"sha256:97b5bdc450d63c3ba30a127d018b866ea94e65655efaf889ebeabc20f7d12406",
"sha256:9ede61b0854e267fd565e7527e2f2eb3ef8858b301319be0604177690e1a3896",
"sha256:b2e9a456c121e26d13c29251f8267541bd75e6a1ccf9e859179701c36a078643",
"sha256:b5dfc9a40c198334f4f3f55880ecf910adebdcb2a0b9a9c23c9345faa9185721",
"sha256:bafb450deef6861815ed579c7a6113a879a6ef58aed4c3a4be54400ae8871478",
"sha256:c49ff66d479d38ab863c50f7bb27dee97c6627c5fe60697de15529da9c3de724",
"sha256:ce3beb46a72d9f2190f9e1027886bfc513702d748047b548b05dab7dfb584d2e",
"sha256:d26608cf178efb8faa5ff0f2d2e77c208f471c5a3709e577a7b3fd0445703ac8",
"sha256:d597767fcd2c3dc49d6eea360c458b65643d1e4dbed91361cf5e36e53c1f8c96",
"sha256:d5c32c82990e4ac4d8150fd7652b972216b204de4e83a122546dce571c1bdf25",
"sha256:d8d07d102f17b68966e2de0e07bfd6e139c7c02ef06d3a0f8d2f0f055e13bb76",
"sha256:e46fba844f4895b36f4c398c5af062a9808d1f26b2999c58909517384d5deda2",
"sha256:e6b5460dc5ad42ad2b36cca524491dfcaffbfd9c8df50508bddc354e787b8dc2",
"sha256:f040bcc6725c821a4c0665f3aa96a4d0805a7aaf2caf266d256b8ed71b9f041c",
"sha256:f0b059678fd549c66b89bed03efcabb009075bd131c248ecdf087bdb6faba24a",
"sha256:fcbb48a93e8699eae920f8d92f7160c03567b421bc17362a9ffbbd706a816f71"
],
"markers": "python_version >= '3.6'",
"version": "==1.6.3"
}
},
"develop": {
"autopep8": {
"hashes": [
"sha256:d21d3901cb0da6ebd1e83fc9b0dfbde8b46afc2ede4fe32fbda0c7c6118ca094"
],
"index": "pypi",
"version": "==1.5.4"
},
"isort": {
"hashes": [
"sha256:c729845434366216d320e936b8ad6f9d681aab72dc7cbc2d51bedc3582f3ad1e",
"sha256:fff4f0c04e1825522ce6949973e83110a6e907750cd92d128b0d14aaaadbffdc"
],
"index": "pypi",
"version": "==5.7.0"
},
"pycodestyle": {
"hashes": [
"sha256:2295e7b2f6b5bd100585ebcb1f616591b652db8a741695b3d8f5d28bdc934367",
"sha256:c58a7d2815e0e8d7972bf1803331fb0152f867bd89adf8a01dfd55085434192e"
],
"markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
"version": "==2.6.0"
},
"toml": {
"hashes": [
"sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b",
"sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"
],
"markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
"version": "==0.10.2"
}
}
}
#!/bin/bash
set -eo pipefail
if ! [[ -f testbed.ndjson ]]; then
pipenv run python testbed.py > testbed.ndjson
fi
# routers by continent
jq -sc 'group_by(.continent)[] | [.[0].continent, (.|length), (.|map(select(.wss))|length)]' testbed.ndjson > testbed-continent.ndjson
if ! [[ -f logs.ndjson ]]; then
xzcat ndnts-video-beacon.log.xz | pipenv run python decode.py > logs.ndjson
fi
if ! [[ -f sessions.ndjson ]]; then
pipenv run python group.py < logs.ndjson > sessions.ndjson
fi
# log entries by type
jq -sc 'group_by(.a)[] | [.[0].a, (.|length)]' logs.ndjson > log-type.ndjson
# session video count
jq -sc 'group_by(.V|length)[] | [(.[0].V|length), (.|length)]' sessions.ndjson > session-videos.ndjson
# session location accuracy
jq -sc 'group_by(.city_accuracy)[] | [(.[0].city_accuracy), (.|length)]' sessions.ndjson > session-city-accuracy.ndjson
# session continent and top country
jq -sc 'group_by(.continent)[] | [.[0].continent, (.|length), (.|group_by(.country)|sort_by(.|length)|.[-1] | (.[0].country, (.|length)))]' sessions.ndjson > continent-country.ndjson
# playback duration
jq -sc 'map(.V[].playback | length) | group_by(.)[] | [5*(.[0]), (.|length)]' sessions.ndjson > duration.ndjson
# interval resolution by playback time
jq -sc '. as $a | range(map(.V[].playback | length) | max) | [(. as $i | [null,240,360,480,720,1080] | .[] as $r | [$a[].V[].playback | select((.|length)>$i and .[$i].r==$r)] | length)]' sessions.ndjson > resolution-time.ndjson
# interval resolution by continent
jq -sc '. as $a | map(.continent) | unique[] as $continent | [$continent, ([null,240,360,480,720,1080] | .[] as $r | [$a[] | select(.continent==$continent) | .V[].playback[] | select(.r==$r)] | length)]' sessions.ndjson > resolution-continent.ndjson
# startup latency CDF by continent
jq -sc '. as $a | map(.continent) | unique[] | . as $continent | [$continent, ([$a[] | select(.continent==$continent) | .V[].playback[-1].tl | select(.!=null)] | sort)]' sessions.ndjson > startup-continent.ndjson
# router distance - avg estimated bandwidth - median resolution
jq -c '
def avg: . | map(select(.!=null)) | length as $len | if $len==0 then null else (.|add/$len) end;
def median: . | map(select(.!=null)) | sort | length as $len | if $len==0 then null else .[$len/2 | floor] end;
select((.V|length)>0 and .router_dist!=null) | [.continent, .country, .router_dist, ([.V[].playback[].be] | avg), ([.V[].playback[].r] | median)]' sessions.ndjson | jq -sc '. | sort[]' > router-distance.ndjson
{
"UNIVH2C": {
"ws-tls": false,
"neighbors": [
"WU",
"LACL",
"UFBA",
"PADUA",
"COPELABS",
"URJC"
],
"hr_radius": "15.7232",
"name": "University Hassan II Casablanca",
"ip_addresses": [
"196.200.164.99"
],
"backbone": false,
"fch-enabled": false,
"site": "http://196.200.164.99:80/",
"prefix": "ndn:/ndn/ma/univh2c",
"ndn-up": false,
"https": "https://196.200.164.99:443/",
"memsize": "unknown",
"position": [
33.5,
-7.2
],
"shortname": "UNIVH2C",
"hr_angle": "3.03408"
},
"AWS-US-W-2": {
"ws-tls": false,
"neighbors": [],
"name": "AWS US West 2 Region, Oregon",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
44.1,
-123.1
],
"shortname": "AWS-US-W-2"
},
"MINHO": {
"ws-tls": false,
"neighbors": [
"AVEIRO",
"CORUNA",
"COPELABS",
"BASEL",
"URJC",
"PADUA"
],
"hr_radius": "16.2060",
"name": "University oh Minho",
"ip_addresses": [
"193.136.9.206"
],
"backbone": false,
"fch-enabled": true,
"site": "http://netlab.gcom.di.uminho.pt:80/",
"prefix": "ndn:/ndn/pt/uminho",
"ndn-up": true,
"https": "https://netlab.gcom.di.uminho.pt:443/",
"memsize": "4G",
"position": [
41.8,
-8.2
],
"shortname": "MINHO",
"hr_angle": "2.62083"
},
"MUMBAI_AWS": {
"ws-tls": true,
"neighbors": [
"WU",
"AFA",
"UUM"
],
"hr_radius": "12.8934",
"name": "MUMBAI gateway at AWS in Mumbai, India",
"ip_addresses": [
"13.126.132.174"
],
"backbone": false,
"fch-enabled": true,
"site": "http://mumbai.testbed.named-data.net:80/",
"prefix": "ndn:/ndn/aws/mumbai",
"ndn-up": true,
"https": "https://mumbai.testbed.named-data.net:443/",
"memsize": "1G",
"position": [
19.0,
73.2
],
"shortname": "MUMBAI_AWS",
"hr_angle": "2.95081"
},
"MSU": {
"ws-tls": false,
"neighbors": [
"UUM",
"SRRU",
"UCLA",
"TNO",
"ANYANG"
],
"hr_radius": "19.6533",
"name": "Mahasarakham University, Thailand",
"ip_addresses": [
"202.28.34.249"
],
"backbone": false,
"fch-enabled": false,
"site": "http://msu.testbed.named-data.net:80/",
"prefix": "ndn:/ndn/th/ac/msu",
"ndn-up": false,
"https": "https://msu.testbed.named-data.net:443/",
"memsize": "unknown",
"position": [
17.3,
103.7
],
"shortname": "MSU",
"hr_angle": "3.64135"
},
"AVEIRO": {
"ws-tls": false,
"neighbors": [
"WU",
"URJC",
"MINHO",
"COPELABS",
"AFA"
],
"hr_radius": "16.2060",
"name": "University Aveiro",
"ip_addresses": [
"193.136.92.155"
],
"backbone": false,
"fch-enabled": true,
"site": "http://selficn.av.it.pt:80/",
"prefix": "ndn:/ndn/pt/it/av",
"ndn-up": true,
"https": "https://selficn.av.it.pt:443/",
"memsize": "4G",
"position": [
40.6,
-9.0
],
"shortname": "AVEIRO",
"hr_angle": "2.62081"
},
"BASEL": {
"ws-tls": true,
"neighbors": [
"BERN",
"TNO",
"MINHO",
"GOETTINGEN",
"PADUA",
"LIP6",
"URJC"
],
"hr_radius": "13.2717",
"name": "University of Basel",
"ip_addresses": [
"192.43.193.111"
],
"backbone": false,
"fch-enabled": true,
"site": "http://dmi-ndn-testbed1.dmi.unibas.ch:80/",
"prefix": "ndn:/ndn/ch/unibas",
"ndn-up": true,
"https": "https://dmi-ndn-testbed1.dmi.unibas.ch:443/",
"memsize": "2G",
"position": [
47.55858,
7.5836
],
"shortname": "BASEL",
"hr_angle": "2.41932"
},
"WU": {
"ws-tls": true,
"neighbors": [
"MML1",
"BERN",
"QUB",
"WU2",
"MUMBAI_AWS",
"AVEIRO",
"UNIVH2C",
"UFBA",
"CORUNA",
"UCLACS",
"UCLA",
"URJC",
"ARIZONA",
"MEMPHIS",
"UIUC"
],
"hr_radius": "19.4268",
"name": "Washington University in St. Louis",
"ip_addresses": [
"128.252.153.194"
],
"backbone": false,
"fch-enabled": true,
"site": "http://wundngw.arl.wustl.edu:80/",
"_real_position": [
38.6490701,
-90.3033471
],
"prefix": "ndn:/ndn/edu/wustl",
"ndn-up": true,
"https": "https://wundngw.arl.wustl.edu:443/",
"memsize": "2G",
"position": [
38.1490701,
-90.3033471
],
"shortname": "WU",
"hr_angle": "4.31067"
},
"NEU": {
"ws-tls": false,
"neighbors": [
"QUB",
"SAVI",
"MICHIGAN",
"MEMPHIS"
],
"hr_radius": "19.9001",
"name": "Northeastern University",
"ip_addresses": [
"129.10.224.42"
],
"backbone": false,
"fch-enabled": true,
"site": "http://neu.testbed.named-data.net:80/",
"_real_position": [
42.3398783,
-71.0887358
],
"prefix": "ndn:/ndn/edu/neu",
"ndn-up": true,
"https": "https://neu.testbed.named-data.net:443/",
"memsize": "unknown",
"position": [
42.7,
-71.0887358
],
"shortname": "NEU",
"hr_angle": "2.13894"
},
"AWS-EU-W-2": {
"ws-tls": false,
"neighbors": [],
"name": "AWS EU West 2 Region, London",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
51.5,
0.1
],
"shortname": "AWS-EU-W-2"
},
"AWS-EU-W-1": {
"ws-tls": false,
"neighbors": [],
"name": "AWS EU West 1 Region, Ireland",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
53.5,
-7.0
],
"shortname": "AWS-EU-W-1"
},
"AWS-AP-SE-1": {
"ws-tls": false,
"neighbors": [],
"name": "AWS AP SouthEast 1 Region, Singapore",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
1.4,
103.8
],
"shortname": "AWS-AP-SE-1"
},
"AWS-US-W-1": {
"ws-tls": false,
"neighbors": [],
"name": "AWS US West 1 Region, N. California",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
41.1,
-121.4
],
"shortname": "AWS-US-W-1"
},
"UASLP": {
"ws-tls": false,
"neighbors": [
"UFBA",
"ARIZONA",
"MEMPHIS"
],
"hr_radius": "19.0473",
"name": "Universidad Aut\u00f3noma de San Luis Potos\u00ed",
"ip_addresses": [
"148.224.92.99"
],
"backbone": false,
"fch-enabled": true,
"site": "http://uaslp.testbed.named-data.net:80/",
"prefix": "ndn:/ndn/mx/uaslp",
"ndn-up": false,
"https": "https://uaslp.testbed.named-data.net:443/",
"memsize": "8B",
"position": [
22.0,
-100.5
],
"shortname": "UASLP",
"hr_angle": "2.96488"
},
"UIUC": {
"ws-tls": false,
"neighbors": [
"MICHIGAN",
"CSU",
"WU",
"PADUA"
],
"hr_radius": "29.2553",
"name": "University of Illinois, Urbana-Champaign",
"ip_addresses": [
"72.36.112.82"
],
"backbone": false,
"fch-enabled": true,
"site": "http://ndnx.cs.illinois.edu:80/",
"_real_position": [
40.1026039,
-88.23171080000002
],
"prefix": "ndn:/ndn/edu/illinois",
"ndn-up": false,
"https": "https://ndnx.cs.illinois.edu:443/",
"memsize": "8G",
"position": [
40.6026039,
-88.23171080000002
],
"shortname": "UIUC",
"hr_angle": "2.98231"
},
"COPELABS": {
"ws-tls": false,
"neighbors": [
"UNIVH2C",
"AFA",
"UFBA",
"AVEIRO",
"MINHO",
"LIP6",
"URJC",
"PADUA"
],
"hr_radius": "16.2060",
"name": "COPELABS, University Lusofona",
"ip_addresses": [
"193.137.75.171"
],
"backbone": false,
"fch-enabled": false,
"site": "http://copelabs.testbed.named-data.net:80/",
"prefix": "ndn:/ndn/pt/ulusofona/copelabs",
"ndn-up": true,
"https": "https://copelabs.testbed.named-data.net:443/",
"memsize": "1G",
"position": [
38.6,
-9.0
],
"shortname": "COPELABS",
"hr_angle": "2.62082"
},
"AWS-AP-SE-2": {
"ws-tls": false,
"neighbors": [],
"name": "AWS AP SouthEast 2 Region, Sydney",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
-33.9,
151.0
],
"shortname": "AWS-AP-SE-2"
},
"AWS-AP-NE-1": {
"ws-tls": false,
"neighbors": [],
"name": "AWS AP NorthEast 1 Region, Tokyo",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"_real_position": [
35.6,
139.9
],
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
35.0,
140.9
],
"shortname": "AWS-AP-NE-1"
},
"PADUA": {
"ws-tls": false,
"neighbors": [
"UNIVH2C",
"AFA",
"MINHO",
"GOETTINGEN",
"COPELABS",
"URJC",
"UIUC",
"BASEL"
],
"hr_radius": "13.5903",
"name": "University of Padua",
"ip_addresses": [
"147.162.114.18"
],
"backbone": false,
"fch-enabled": true,
"site": "http://ndnnode.math.unipd.it:80/",
"prefix": "ndn:/ndn/it/unipd",
"ndn-up": true,
"https": "https://ndnnode.math.unipd.it:443/",
"memsize": "unknown",
"position": [
45.35858,
11.7836
],
"shortname": "PADUA",
"hr_angle": "1.13934"
},
"LIP6": {
"ws-tls": true,
"neighbors": [
"MML2",
"SAVI",
"QUB",
"LACL",
"BERN",
"TNO",
"COPELABS",
"BASEL",
"URJC",
"MICHIGAN"
],
"hr_radius": "29.2553",
"name": "University Pierre et Marie Curie, Sorbonne Universities LIP6",
"ip_addresses": [
"132.227.62.163",
"2001:660:3302:282c:160::163"
],
"backbone": false,
"fch-enabled": true,
"site": "http://ndnhub.ipv6.lip6.fr:80/",
"_real_position": [
48.86,
2.34
],
"prefix": "ndn:/ndn/fr/lip6",
"ndn-up": true,
"https": "https://ndnhub.ipv6.lip6.fr:443/",
"memsize": "4G",
"position": [
48.86,
2.34
],
"shortname": "LIP6",
"hr_angle": "2.62295"
},
"ANYANG": {
"ws-tls": true,
"neighbors": [
"SRRU",
"MSU",
"OSAKA",
"WASEDA",
"UCLA"
],
"hr_radius": "14.3378",
"name": "Anyang University",
"ip_addresses": [
"210.114.89.49"
],
"backbone": false,
"fch-enabled": false,
"site": "http://anyang.testbed.named-data.net:80/",
"prefix": "ndn:/ndn/kr/anyang",
"ndn-up": true,
"https": "https://anyang.testbed.named-data.net:443/",
"memsize": "48G",
"position": [
37.7,
127.0
],
"shortname": "ANYANG",
"hr_angle": "2.99956"
},
"UFBA": {
"ws-tls": true,
"neighbors": [
"WU",
"UNIVH2C",
"UASLP",
"MEMPHIS",
"COPELABS"
],
"hr_radius": "29.2553",
"name": "Federal University of Bahia, Brazil",
"ip_addresses": [
"200.128.51.61"
],
"backbone": false,
"fch-enabled": true,
"site": "http://ufba.testbed.named-data.net:80/",
"prefix": "ndn:/ndn/br/ufba",
"ndn-up": true,
"https": "https://ufba.testbed.named-data.net:443/",
"memsize": "unknown",
"position": [
-3.7,
-49.6
],
"shortname": "UFBA",
"hr_angle": "3.51898"
},
"URJC": {
"ws-tls": true,
"neighbors": [
"UNIVH2C",
"AVEIRO",
"CORUNA",
"MINHO",
"COPELABS",
"PADUA",
"BASEL",
"WU",
"LIP6"
],
"hr_radius": "13.6888",
"name": "Universidad Rey Juan Carlos (King Juan Carlos University)",
"ip_addresses": [
"193.147.79.41"
],
"backbone": false,
"fch-enabled": true,
"site": "http://insula.gsyc.es:80/",
"_real_position": [
40.3359,
-3.8732
],
"prefix": "ndn:/ndn/es/urjc",
"ndn-up": true,
"https": "https://insula.gsyc.es:443/",
"memsize": "24G",
"position": [
41.3359,
-3.8732
],
"shortname": "URJC",
"hr_angle": "1.17169"
},
"AWS-SA-E-1": {
"ws-tls": false,
"neighbors": [],
"name": "AWS SA East 1 Region, Sao Paolo",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
-23.2,
-45.0
],
"shortname": "AWS-SA-E-1"
},
"LACL": {
"ws-tls": false,
"neighbors": [
"BERN",
"LIP6",
"UNIVH2C"
],
"hr_radius": "12.5144",
"name": "Laboratoire D'Algorithmique, Complexite et Logique (LACL), Universite Paris-Est Creteil",
"ip_addresses": [
"193.48.143.172"
],
"backbone": false,
"fch-enabled": true,
"site": "http://ndn.lacl.fr:80/",
"_real_position": [
48.5,
2.21
],
"prefix": "ndn:/ndn/fr/lacl",
"ndn-up": true,
"https": "https://ndn.lacl.fr:443/",
"memsize": "unknown",
"position": [
47.5,
2.5
],
"shortname": "LACL",
"hr_angle": "2.62296"
},
"MICHIGAN": {
"ws-tls": true,
"neighbors": [
"SAVI",
"CSU",
"UIUC",
"MEMPHIS",
"NEU",
"LIP6"
],
"hr_radius": "17.7738",
"name": "University Michigan",
"ip_addresses": [
"198.111.224.197"
],
"backbone": false,
"fch-enabled": true,
"site": "http://michigan.testbed.named-data.net:80/",
"_real_position": [
42.1026039,
-80.23171080000002
],
"prefix": "ndn:/ndn/edu/umich",
"ndn-up": true,
"https": "https://michigan.testbed.named-data.net:443/",
"memsize": "4G",
"position": [
42.5026039,
-83.4
],
"shortname": "MICHIGAN",
"hr_angle": "2.98018"
},
"AFA": {
"ws-tls": true,
"neighbors": [
"AVEIRO",
"MUMBAI_AWS",
"PADUA",
"COPELABS",
"BERN"
],
"hr_radius": "10.3354",
"name": "AFA Systems",
"ip_addresses": [
"93.42.157.82"
],
"backbone": false,
"fch-enabled": true,
"site": "http://93-42-157-82.ip87.fastwebnet.it:80/",
"prefix": "ndn:/ndn/it/afasystems",
"ndn-up": true,
"https": "https://93-42-157-82.ip87.fastwebnet.it:443/",
"memsize": "4G",
"position": [
42.1,
14.5
],
"shortname": "AFA",
"hr_angle": "1.12640"
},
"MML1": {
"ws-tls": true,
"neighbors": [
"WU",
"MEMPHIS"
],
"hr_radius": "14.1225",
"name": "Athens University of Economics and Business, Greece",
"ip_addresses": [
"195.251.234.11"
],
"backbone": false,
"fch-enabled": true,
"site": "http://mmlab-aueb-1.mmlab.edu.gr:80/",
"_real_position": [
37.9942,
23.7326
],
"prefix": "ndn:/ndn/gr/edu/mmlab1",
"ndn-up": true,
"https": "http://mmlab-aueb-1.mmlab.edu.gr:443/",
"memsize": "2G",
"position": [
38.9942,
24.7326
],
"shortname": "MML1",
"hr_angle": "3.01596"
},
"CORUNA": {
"ws-tls": true,
"neighbors": [
"URJC",
"MINHO",
"WU"
],
"hr_radius": "13.6888",
"name": "Universidade da Coruna",
"ip_addresses": [
"193.144.50.247"
],
"backbone": false,
"fch-enabled": true,
"site": "http://ndn.gtec.udc.es:80/",
"prefix": "ndn:/ndn/es/udc",
"ndn-up": true,
"https": "https://ndn.gtec.udc.es:443/",
"memsize": "2G",
"position": [
43.3,
-8.2
],
"shortname": "CORUNA",
"hr_angle": "1.17180"
},
"WASEDA": {
"ws-tls": false,
"neighbors": [
"OSAKA",
"ANYANG",
"ARIZONA"
],
"hr_radius": "19.3583",
"name": "Waseda University",
"ip_addresses": [
"133.9.67.98"
],
"backbone": false,
"fch-enabled": true,
"site": "http://ndn-tb.nz.comm.waseda.ac.jp:80/",
"_real_position": [
35.7092,
139.7193
],
"prefix": "ndn:/ndn/jp/waseda",
"ndn-up": true,
"https": "https://ndn-tb.nz.comm.waseda.ac.jp:443/",
"memsize": "unknown",
"position": [
35.8092,
139.7193
],
"shortname": "WASEDA",
"hr_angle": "2.99935"
},
"CSU": {
"ws-tls": false,
"neighbors": [
"ARIZONA",
"UCLA",
"MICHIGAN",
"UIUC"
],
"hr_radius": "14.1056",
"name": "Colorado State University",
"ip_addresses": [
"129.82.138.48"
],
"backbone": false,
"fch-enabled": true,
"site": "http://mccoy.netsec.colostate.edu:80/",
"prefix": "ndn:/ndn/edu/colostate",
"ndn-up": true,
"https": "https://mccoy.netsec.colostate.edu:443/",
"memsize": "4G",
"position": [
40.5747175,
-105.0848293
],
"shortname": "CSU",
"hr_angle": "2.99266"
},
"TNO": {
"ws-tls": false,
"neighbors": [
"MML2",
"QUB",
"GOETTINGEN",
"LIP6",
"BASEL",
"MSU"
],
"hr_radius": "12.0148",
"name": "Netherlands Organization for Applied Scientific Research",
"ip_addresses": [
"134.221.116.42"
],
"backbone": false,
"fch-enabled": false,
"site": "http://tno.testbed.named-data.net:80/",
"prefix": "ndn:/ndn/nl/tno",
"ndn-up": true,
"https": "https://tno.testbed.named-data.net:443/",
"memsize": "4G",
"position": [
52.05858,
4.0
],
"shortname": "TNO",
"hr_angle": "2.46031"
},
"BERN": {
"ws-tls": false,
"neighbors": [
"WU",
"LACL",
"LIP6",
"BASEL",
"AFA"
],
"hr_radius": "13.2717",
"name": "University of Bern",
"ip_addresses": [
"130.92.70.172"
],
"backbone": false,
"fch-enabled": false,
"site": "http://os-float172.cnds.unibe.ch:80/",
"prefix": "ndn:/ndn/ch/unibe",
"ndn-up": true,
"https": "https://os-float172.cnds.unibe.ch:443/",
"memsize": "unknown",
"position": [
46.8,
8.5836
],
"shortname": "BERN",
"hr_angle": "2.41933"
},
"AWS-US-E-2": {
"ws-tls": false,
"neighbors": [],
"name": "AWS US East 2 Region, Ohio",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"_real_position": [
40.0,
-83.0
],
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
40.5,
-82.0
],
"shortname": "AWS-US-E-2"
},
"AWS-US-E-1": {
"ws-tls": false,
"neighbors": [],
"name": "AWS US East 1 Region, N. Virginia",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
38.0,
-78.5
],
"shortname": "AWS-US-E-1"
},
"AWS-AP-NE-2": {
"ws-tls": false,
"neighbors": [],
"name": "AWS AP NorthEast 2 Region, Seoul",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"_real_position": [
37.3,
127.0
],
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
37.0,
128.0
],
"shortname": "AWS-AP-NE-2"
},
"MML2": {
"ws-tls": true,
"neighbors": [
"LIP6",
"TNO"
],
"hr_radius": "14.1226",
"name": "Athens University of Economics and Business, Greece",
"ip_addresses": [
"195.251.234.11"
],
"backbone": false,
"fch-enabled": true,
"site": "http://mmlab-aueb-2.mmlab.edu.gr:80/",
"prefix": "ndn:/ndn/gr/edu/mmlab1",
"ndn-up": true,
"https": "http://mmlab-aueb-2.mmlab.edu.gr:443/",
"memsize": "2G",
"position": [
37.9942,
23.7326
],
"shortname": "MML2",
"hr_angle": "3.01597"
},
"AWS-EU-C-1": {
"ws-tls": false,
"neighbors": [],
"name": "AWS EU Central 1 Region, Frankfurt",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"_real_position": [
50.1,
8.7
],
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
51.0,
9.5
],
"shortname": "AWS-EU-C-1"
},
"ARIZONA": {
"ws-tls": true,
"neighbors": [
"UASLP",
"UCLACS",
"UCLA",
"CSU",
"MEMPHIS",
"WU",
"WASEDA",
"OSAKA"
],
"hr_radius": "16.2305",
"name": "The University of Arizona",
"ip_addresses": [
"128.196.203.36"
],
"backbone": false,
"fch-enabled": true,
"site": "http://hobo.cs.arizona.edu:80/",
"prefix": "ndn:/ndn/edu/arizona",
"ndn-up": true,
"https": "https://hobo.cs.arizona.edu:443/",
"memsize": "8G",
"position": [
32.2289614,
-110.9483226
],
"shortname": "ARIZONA",
"hr_angle": "2.97033"
},
"AWS-CA-C-1": {
"ws-tls": false,
"neighbors": [],
"name": "AWS CA Central 1 Region, Toronto",
"ip_addresses": [
""
],
"backbone": false,
"fch-enabled": false,
"site": "http://0.0.0.0:80/",
"_real_position": [
43.6,
-79.4
],
"ndn-up": false,
"https": "https://0.0.0.0:443/",
"memsize": "unknown",
"position": [
44.6,
-78.4
],
"shortname": "AWS-CA-W-1"
},
"SRRU": {
"ws-tls": false,
"neighbors": [
"MEMPHIS",
"UUM",
"MSU",
"ANYANG",
"OSAKA"
],
"hr_radius": "12.8769",
"name": "Surindra Rajabhat University, Thailand",
"ip_addresses": [
"202.29.30.31"
],
"backbone": false,
"fch-enabled": false,
"site": "http://srru.testbed.named-data.net:80/",
"prefix": "ndn:/ndn/th/ac/srru",
"ndn-up": true,
"https": "https://srru.testbed.named-data.net:443/",
"memsize": "8G",
"position": [
15.3,
103.7
],
"shortname": "SRRU",
"hr_angle": "3.63761"
},
"MEMPHIS": {
"ws-tls": true,
"neighbors": [
"MML1",
"SRRU",
"UASLP",
"UFBA",
"ARIZONA",
"WU",
"WU2",
"MICHIGAN",
"NEU"
],
"hr_radius": "15.2647",
"name": "University of Memphis",
"ip_addresses": [
"141.225.11.173"
],
"backbone": false,
"fch-enabled": true,
"site": "http://titan.cs.memphis.edu:80/",
"prefix": "ndn:/ndn/edu/memphis",
"ndn-up": true,
"https": "https://titan.cs.memphis.edu:443/",
"memsize": "4G",
"position": [
35.1186099,
-89.93700109999999
],
"shortname": "MEMPHIS",
"hr_angle": "2.98360"
},
"OSAKA": {
"ws-tls": false,
"neighbors": [
"UUM",
"SRRU",
"ANYANG",
"GOETTINGEN",
"WASEDA",
"ARIZONA"
],
"hr_radius": "19.3573",
"name": "Osaka University",
"ip_addresses": [
"133.1.17.51"
],
"backbone": false,
"fch-enabled": true,
"site": "http://ndn.ist.osaka-u.ac.jp:80/",
"_real_position": [
34.72,
135.5193
],
"prefix": "ndn:/ndn/jp/ac/osaka-u",
"ndn-up": true,
"https": "https://ndn.ist.osaka-u.ac.jp:443/",
"memsize": "16G",
"position": [
34.3,
135.7193
],
"shortname": "OSAKA",
"hr_angle": "3.53687"
},
"UCLA": {
"ws-tls": true,
"neighbors": [
"ARIZONA",
"WU",
"UCLACS",
"CSU",
"MSU",
"ANYANG"
],
"hr_radius": "16.5866",
"name": "University of California, Los Angeles",
"ip_addresses": [
"131.179.196.48"
],
"backbone": false,
"fch-enabled": true,
"site": "http://suns.cs.ucla.edu:80/",
"_real_position": [
34.0728225,
-118.4387398
],
"prefix": "ndn:/ndn/edu/ucla",
"ndn-up": true,
"https": "https://suns.cs.ucla.edu:443/",
"memsize": "2G",
"position": [
36.5,
-130
],
"shortname": "UCLA",
"hr_angle": "2.99911"
},
"UUM": {
"ws-tls": true,
"neighbors": [
"MSU",
"SRRU",
"MUMBAI_AWS",
"OSAKA"
],
"hr_radius": "14.8351",
"name": "Universiti Utara Malaysia",
"ip_addresses": [
"203.80.17.88"
],
"backbone": false,
"fch-enabled": true,
"site": "http://uum.testbed.named-data.net:80/",
"prefix": "ndn:/ndn/my/edu/uum",
"ndn-up": true,
"https": "https://uum.testbed.named-data.net:443/",
"memsize": "16G",
"position": [
6.6,
100.3
],
"shortname": "UUM",
"hr_angle": "3.44434"
},
"QUB": {
"ws-tls": true,
"neighbors": [
"WU",
"NEU",
"TNO",
"LIP6"
],
"hr_radius": "17.8582321576696",
"name": "Queen's University Belfast, UK",
"ip_addresses": [
"80.76.206.92"
],
"backbone": false,
"fch-enabled": true,
"site": "http://ndn.qub.ac.uk:80/",
"prefix": "ndn:/ndn/uk/ac/qub",
"ndn-up": true,
"https": "https://ndn.qub.ac.uk:443/",
"memsize": "8G",
"position": [
54.5973,
-5.9301
],
"shortname": "QUB",
"hr_angle": "2.42743127401714"
},
"SAVI": {
"ws-tls": true,
"neighbors": [
"NEU",
"MICHIGAN",
"LIP6"
],
"hr_radius": "19.5605",
"name": "SAVI, University of Toronto",
"ip_addresses": [
"142.150.208.242"
],
"backbone": false,
"fch-enabled": true,
"site": "http://savi.testbed.named-data.net:80/",
"prefix": "ndn:/ndn/ca/utoronto",
"ndn-up": true,
"https": "https://savi.testbed.named-data.net:443/",
"memsize": "8G",
"position": [
43.6,
-79.4
],
"shortname": "SAVI",
"hr_angle": "4.04925"
},
"UCLACS": {
"ws-tls": true,
"neighbors": [
"UCLA",
"ARIZONA",
"WU"
],
"hr_radius": "16.5866",
"name": "University of California, Los Angeles",
"ip_addresses": [
"131.179.196.46"
],
"backbone": false,
"fch-enabled": false,
"site": "http://spurs.cs.ucla.edu:80/",
"_real_position": [
34.0728225,
-118.4387398
],
"prefix": "ndn:/ndn/edu/ucla/cs",
"ndn-up": true,
"https": "https://spurs.cs.ucla.edu:443/",
"memsize": "2G",
"position": [
35.5,
-120
],
"shortname": "UCLACS",
"hr_angle": "2.99910"
}
}
#!/usr/bin/python
import ipaddress
import json
import re
import sys
import urllib.parse
from typing import Any, Dict, List, Optional
import geoip2.database
import ndjson
from geopy.distance import geodesic
Record = Dict[str, Any]
geoip2asn = geoip2.database.Reader("GeoLite2-ASN.mmdb")
class TestbedRouter(dict):
def __init__(self, j: Record):
self.router: str = urllib.parse.urlsplit(j["site"]).hostname
self["host"] = self.router
self.wss: bool = j["ws-tls"]
(lon, lat) = j["_real_position"] if "_real_position" in j \
else j["position"]
self.lonlat = [lon, lat]
self["location"] = [lat, lon]
for ipAddr in j["ip_addresses"]:
try:
ip = str(ipaddress.IPv4Address(ipAddr))
self["ip"] = ip
self["asn"] = geoip2asn.asn(ip).autonomous_system_number
break
except Exception:
pass
def geodistance(self, latlon: List[float]) -> float:
return geodesic(reversed(latlon), self.lonlat).meters
testbed: Dict[str, TestbedRouter] = dict()
with open("testbed-nodes.json") as testbedNodesData:
for j in json.load(testbedNodesData).values():
try:
router = TestbedRouter(j)
testbed[router.router] = router
except Exception:
continue
reWss = re.compile(r"wss:[^)]+")
def find_router(remote: Optional[str]) -> Optional[TestbedRouter]:
if remote is None:
return None
m = reWss.search(remote)
if m is None:
return None
return testbed.get(urllib.parse.urlsplit(m[0]).hostname)
if __name__ == "__main__":
geoip2city = geoip2.database.Reader("GeoLite2-City.mmdb")
writer = ndjson.writer(sys.stdout)
for router in testbed.values():
router["wss"] = router.wss
try:
city = geoip2city.city(router["ip"])
router["country"] = city.country.iso_code
router["continent"] = city.continent.code
except Exception:
router["country"] = None
router["continent"] = None
continue
writer.writerow(router)
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