Add capture, data and graphs

.gitignore

@@ -0,0 +1,2 @@
+.venv
+*.pcap

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"))

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

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)

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 SACK or window scaling

poetry.lock

@@ -23,6 +23,105 @@ files = [
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+]
+
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=8.1)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
+
+[[package]]
+name = "pyparsing"
+version = "3.2.0"
+description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pyparsing-3.2.0-py3-none-any.whl", hash = "sha256:93d9577b88da0bbea8cc8334ee8b918ed014968fd2ec383e868fb8afb1ccef84"},
+    {file = "pyparsing-3.2.0.tar.gz", hash = "sha256:cbf74e27246d595d9a74b186b810f6fbb86726dbf3b9532efb343f6d7294fe9c"},
+]
+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
 [[package]]
 name = "pypcapkit"
 version = "1.3.5.post3"
@@ -77,6 +617,31 @@ pyshark = ["pyshark"]
 scapy = ["scapy"]
 vendor = ["beautifulsoup4[html5lib]", "requests[socks]"]
 
+[[package]]
+name = "python-dateutil"
+version = "2.9.0.post0"
+description = "Extensions to the standard Python datetime module"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
+    {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
+]
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "six"
+version = "1.17.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
+]
+
 [[package]]
 name = "tbtrim"
 version = "0.3.1"
@@ -88,6 +653,27 @@ files = [
     {file = "tbtrim-0.3.1.tar.gz", hash = "sha256:b6285ac02e9a7b78fab97de65668fe2def0f5d8783b0e0dfcb4b7c0a635b3d11"},
 ]
 
+[[package]]
+name = "tqdm"
+version = "4.67.1"
+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
+    {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
+discord = ["requests"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
 [[package]]
 name = "typing-extensions"
 version = "4.12.2"
@@ -102,4 +688,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "b3230c7403528530dab8f78e538f533e87f56b6b62db93d7e6ed79f46d2a18fe"
+content-hash = "187e8e3a18e9559d1d279b4bc6d98212579995076905acb3167bbf05fdfd9150"

poetry.toml

@@ -0,0 +1,2 @@
+[virtualenvs]
+in-project = true

pyproject.toml

@@ -9,8 +9,13 @@ package-mode = false
 [tool.poetry.dependencies]
 python = "^3.10"
 pypcapkit = "^1.3.5.post3"
-
+tqdm = "^4.67.1"
+matplotlib = "^3.9.3"
 
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
+
+[tool.pyright]
+venvPath = "."
+venv = ".venv"