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NDN Video Streaming over QUIC https://yoursunny.com/t/2021/NDN-video-QUIC/
*.mmdb
*.ndjson
.vscode
__pycache__

NDN Video Streaming over QUIC

This gist contains code and input data from blog article NDN Video Streaming over QUIC.

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, 2, 12, tzinfo=datetime.timezone.utc).timestamp()
date1 = datetime.datetime(
2021, 3, 14, 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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],
"markers": "python_version >= '3.6'",
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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": {
"hashes": [
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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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},
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],
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