From 14a644ec5372b36cc34d6449811bce04b565adc1 Mon Sep 17 00:00:00 2001 From: AKP Date: Thu, 12 Dec 2024 16:19:59 +0000 Subject: [PATCH] Add capture, data and graphs --- .gitignore | 2 + analyse.py | 88 + data.json | 19882 +++++++++++++++++++++++++++ doCapture.sh | 24 + gather.py | 13 + graphs.py | 94 + graphs/400X-connections-closed.png | Bin 0 -> 20914 bytes graphs/400X-data-transferred.png | Bin 0 -> 24580 bytes graphs/400X-number-successes.png | Bin 0 -> 18983 bytes graphs/400X-success-durations.png | Bin 0 -> 20002 bytes graphs/401X-connections-closed.png | Bin 0 -> 21024 bytes graphs/401X-data-transferred.png | Bin 0 -> 25748 bytes graphs/401X-number-successes.png | Bin 0 -> 18966 bytes graphs/401X-success-durations.png | Bin 0 -> 19605 bytes graphs/402X-connections-closed.png | Bin 0 -> 20863 bytes graphs/402X-data-transferred.png | Bin 0 -> 24496 bytes graphs/402X-number-successes.png | Bin 0 -> 18894 bytes graphs/402X-success-durations.png | Bin 0 -> 20688 bytes graphs/403X-connections-closed.png | Bin 0 -> 21082 bytes graphs/403X-data-transferred.png | Bin 0 -> 25131 bytes graphs/403X-number-successes.png | Bin 0 -> 18922 bytes graphs/403X-success-durations.png | Bin 0 -> 20587 bytes poetry.lock | 588 +- poetry.toml | 2 + pyproject.toml | 7 +- 25 files changed, 20698 insertions(+), 2 deletions(-) create mode 100644 .gitignore create mode 100644 analyse.py create mode 100644 data.json create mode 100644 doCapture.sh create mode 100644 gather.py create mode 100644 graphs.py create mode 100644 graphs/400X-connections-closed.png create mode 100644 graphs/400X-data-transferred.png create mode 100644 graphs/400X-number-successes.png create mode 100644 graphs/400X-success-durations.png create mode 100644 graphs/401X-connections-closed.png create mode 100644 graphs/401X-data-transferred.png create mode 100644 graphs/401X-number-successes.png create mode 100644 graphs/401X-success-durations.png create mode 100644 graphs/402X-connections-closed.png create mode 100644 graphs/402X-data-transferred.png create mode 100644 graphs/402X-number-successes.png create mode 100644 graphs/402X-success-durations.png create mode 100644 graphs/403X-connections-closed.png create mode 100644 graphs/403X-data-transferred.png create mode 100644 graphs/403X-number-successes.png create mode 100644 graphs/403X-success-durations.png create mode 100644 poetry.toml diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..0770f4e --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +.venv +*.pcap diff --git a/analyse.py b/analyse.py new file mode 100644 index 0000000..9828b04 --- /dev/null +++ b/analyse.py @@ -0,0 +1,88 @@ +import sys +import pcapkit +from pcapkit.const.tcp.flags import Flags as TCPFlags +import pcapkit.utilities.warnings +from pathlib import Path +from functools import reduce +import json +from collections import defaultdict +import os +from tqdm import tqdm +import logging + + +logging.getLogger("pcapkit").setLevel(logging.ERROR) + + +# libpcap style capture filter: +# host 45.76.35.230 or host 2001:19f0:5001:32f3:5400:3ff:fe07:2a1c + +# did the transmission complete properly? +# did it timeout? +# how much data was transferred? +# how long did it take +# speed? though not especially useful + +def process_trace(fname: str, results: dict): + # etc/etc/tcpdyn-4039-256K-009.pcap + _, port, _, run_number = (p := Path(fname)).name.removesuffix(p.suffix).split("-") + # print(f"{port=} {run_number=}") + + extraction = pcapkit.extract(fin=fname, nofile=True, reassembly=True) + + our_ip = extraction.frame[0][pcapkit.IP].src # only useful because we're always the one starting the connection + + # print(f"{our_ip=}") + + sent_server_data = filter( + lambda x: x[pcapkit.IP].src != our_ip, # was this sent from the server? + extraction.frame, + ) + + total_data_received = reduce(lambda acc, v: acc + len((tcpp := v[pcapkit.TCP])) - tcpp.length, sent_server_data, 0) + + # print(total_data_received) + # print(total_data_received / 256000 * 100) + + was_connection_reset = extraction.frame[-1][pcapkit.TCP].connection & TCPFlags.RST != 0 + + # print(f"{was_connection_reset=}") + + connection_reset_by_remote = extraction.frame[-1][pcapkit.IP].src != our_ip + + # print(f"{connection_reset_by_remote=}") + + time_start = extraction.frame[0].info.time_epoch + time_end = extraction.frame[-1].info.time_epoch + runtime = time_end - time_start + + # print(f"{runtime=} {runtime/60=}") + + res = { + "run_number": run_number, + "total_data_received": total_data_received, + "was_connection_reset": was_connection_reset, + "reset_by_remote": connection_reset_by_remote, + "runtime": float(runtime), + "time_start": float(time_start), + "time_end": float(time_end), + } + + results[port].append(res) + + +if __name__ == "__main__": + INPUT_DIRECTORY = sys.argv[1] + + results = defaultdict(list) + + eis = list(os.scandir(INPUT_DIRECTORY)) + for entry in tqdm(eis): + if entry.is_dir(): + continue + if not entry.name.endswith(".pcap"): + continue + + process_trace(entry.path, results) + + print(json.dumps(results, indent="\t")) \ No newline at end of file diff --git a/data.json b/data.json new file mode 100644 index 0000000..9ffd9a6 --- /dev/null +++ b/data.json @@ -0,0 +1,19882 @@ +{ + "4000": [ + { + "run_number": "001", + "total_data_received": 262402, + "was_connection_reset": false, + "reset_by_remote": false, + "runtime": 0.11064, + "time_start": 1733845626.059449, + "time_end": 1733845626.170089 + }, + { + "run_number": "002", + "total_data_received": 262402, + "was_connection_reset": false, + "reset_by_remote": false, + "runtime": 0.100774, + "time_start": 1733845628.673757, + "time_end": 1733845628.774531 + }, + { + "run_number": "003", + "total_data_received": 262402, + "was_connection_reset": false, + "reset_by_remote": false, + "runtime": 0.110574, + "time_start": 1733845631.280618, + "time_end": 1733845631.391192 + }, + { + "run_number": 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1733933607.660889 + }, + { + "run_number": "008", + "total_data_received": 41992, + "was_connection_reset": true, + "reset_by_remote": true, + "runtime": 210.469964, + "time_start": 1733933610.182837, + "time_end": 1733933820.652801 + }, + { + "run_number": "009", + "total_data_received": 72400, + "was_connection_reset": true, + "reset_by_remote": true, + "runtime": 151.075791, + "time_start": 1733933823.176282, + "time_end": 1733933974.252073 + }, + { + "run_number": "010", + "total_data_received": 24616, + "was_connection_reset": true, + "reset_by_remote": true, + "runtime": 245.284674, + "time_start": 1733933976.774995, + "time_end": 1733934222.059669 + } + ] +} diff --git a/doCapture.sh b/doCapture.sh new file mode 100644 index 0000000..03df03b --- /dev/null +++ b/doCapture.sh @@ -0,0 +1,24 @@ +#!/usr/bin/env bash + +set -e + +PORT=$1 +FSIZE=$2 + +OUTPUT_FNAME_TPL="tcpdyn-$PORT-$FSIZE-" +N=$((1 + $(find . -name ${OUTPUT_FNAME_TPL}'*' -type f | wc -l))) +N=$(printf "%03d" $N) +OUTPUT_FNAME="$OUTPUT_FNAME_TPL$N.pcap" + +tcpdump -i wlp0s20f3 -n -U -w $OUTPUT_FNAME -n 'host 45.76.35.230 or host 2001:19f0:5001:32f3:5400:3ff:fe07:2a1c' & +TCPDUMP_PID=$! + +sleep 0.5 + +curl -v -m 600 -o /dev/null "http://tcpdynamics.uk:$PORT/$FSIZE" || true + +sleep 2 + +kill -SIGINT $TCPDUMP_PID + +fg || true diff --git a/gather.py b/gather.py new file mode 100644 index 0000000..ea3e7b6 --- /dev/null +++ b/gather.py @@ -0,0 +1,13 @@ +import subprocess +import os + +try: + os.makedirs("tcpdyn-data") +except FileExistsError: + pass + +for n, port in enumerate(range(4000, 4040)): + total = 10*(10-(n % 10)) + for i in range(total): + print(f"====================== {port} {i+1}/{total} ======================") + subprocess.run(["bash", "../doCapture.sh", str(port), "256K"], cwd="tcpdyn-data", check=True) diff --git a/graphs.py b/graphs.py new file mode 100644 index 0000000..1fb1a14 --- /dev/null +++ b/graphs.py @@ -0,0 +1,94 @@ +import matplotlib.pyplot as plt +import json +import sys + + +def do_port_ranges(name: str, data: dict, include_ports: list[str]): + + # average percentage of data transferred per connection port (bar graph) + + percentages_transferred = [] + for port in include_ports: + cumulative = sum(d["total_data_received"] for d in data[port]) + n = len(data[port]) + percentages_transferred.append((cumulative / n) / 256_000 * 100) + + plt.bar(include_ports, percentages_transferred) + plt.axhline(y=100, color="#fc8080", linestyle="--") + plt.title("Average percentage of expected data transferred per connection per port") + plt.ylabel("Percentage of 256KB") + plt.xlabel("Port number") + plt.savefig(f"{name}-data-transferred.png") + plt.clf() # clear figure + + # percentage of dropped connections per port (bar graph) + + amount_dropped = [] + for port in include_ports: + count = sum(1 if d["was_connection_reset"] and d["reset_by_remote"] else 0 for d in data[port]) + n = len(data[port]) + amount_dropped.append(count / n * 100) + + plt.bar(include_ports, amount_dropped) + plt.axhline(y=100, color="#fc8080", linestyle="--") + plt.title("Percentage of connections reset by the remote per port") + plt.ylabel("Percentage of runs") + plt.xlabel("Port number") + plt.savefig(f"{name}-connections-closed.png") + plt.clf() # clear figure + + # number of successful transactions (bar graph) + + successes = [] + total = [] + for port in include_ports: + successes.append(sum(1 if not d["was_connection_reset"] else 0 for d in data[port])) + total.append(len(data[port])) + + plt.bar(include_ports, total, label="failures") + plt.bar(include_ports, successes, label="successes") + plt.legend() + plt.title("Number of successful transactions per port") + plt.xlabel("Port number") + plt.savefig(f"{name}-number-successes.png") + plt.clf() # clear figure + + # average duration of successful transactions (bar graph) + + ports_with_successes = include_ports.copy() + durations = [] + for port in include_ports: + cumulative_time = 0 + n_successes = 0 + + for result in data[port]: + if result["was_connection_reset"]: + continue + + cumulative_time += result["runtime"] + n_successes += 1 + + if n_successes == 0: + ports_with_successes.remove(port) + else: + durations.append(cumulative_time / n_successes) + + plt.bar(ports_with_successes, durations) + plt.title("Average duration of successful transactions per port") + plt.ylabel("Runtime (seconds)") + plt.xlabel("Port number") + plt.savefig(f"{name}-success-durations.png") + plt.clf() # clear figure + + return + +if __name__ == "__main__": + INPUT_DATA = sys.argv[1] + + with open(INPUT_DATA) as f: + data = json.load(f) + + do_port_ranges("400X", data, list(map(str, range(4000, 4010)))) # normal (with SACK and window scaling) + do_port_ranges("401X", data, list(map(str, range(4010, 4020)))) # without SACK + do_port_ranges("402X", data, list(map(str, range(4020, 4030)))) # without window scaling + do_port_ranges("403X", data, list(map(str, range(4030, 4040)))) # without 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