From c247daba014a0f7572533f07aa27bbec8711f655 Mon Sep 17 00:00:00 2001
From: "Casper V. Kristensen" <casper@vkristensen.dk>
Date: Fri, 6 Dec 2019 11:42:21 +0100
Subject: [PATCH] Graphs.

---
 graph/collect.py                 |  12 ++
 graph/graph.py                   |  88 ++++++++++
 graph/results_only_with_8_bs.log |  73 ++++++++
 graph/results_overflow.log       | 290 +++++++++++++++++++++++++++++++
 graph/results_small.log          |  60 +++++++
 5 files changed, 523 insertions(+)
 create mode 100644 graph/collect.py
 create mode 100644 graph/graph.py
 create mode 100644 graph/results_only_with_8_bs.log
 create mode 100644 graph/results_overflow.log
 create mode 100644 graph/results_small.log

diff --git a/graph/collect.py b/graph/collect.py
new file mode 100644
index 0000000..322c88a
--- /dev/null
+++ b/graph/collect.py
@@ -0,0 +1,12 @@
+import subprocess
+
+
+def main():
+    for num_servers in [2]:
+        for database_size in [2, 64, 512, 2048, 8192, 32_768, 65_536, 131_072, 262_144, 524_288, 1_048_576, 2_097_152, 4_194_304, 8_388_608]:
+            for block_size in [2, 64, 512, 1024, 4096, 8192, 16_384]:
+                subprocess.run(["java", "dk.au.pir.Driver", "-Xmx60G", str(num_servers), str(database_size), str(block_size)])
+
+
+if __name__ == '__main__':
+    main()
diff --git a/graph/graph.py b/graph/graph.py
new file mode 100644
index 0000000..86bc3c8
--- /dev/null
+++ b/graph/graph.py
@@ -0,0 +1,88 @@
+import math
+import statistics
+from collections import defaultdict
+
+import matplotlib.pyplot as plt
+
+
+def load_results(filename) -> dict:
+    results = defaultdict(list)
+    with open(filename, "r") as file:
+        for line in file:
+            if "error" in line:
+                continue
+            values = line.split()
+            keys = [
+                ("num_servers", int),
+                ("database_size", int),
+                ("block_size", int),
+                ("protocol_name", str),
+                ("total_cpu_time", int),
+                ("bytes_sent", int),
+                ("bytes_received", int)
+            ]
+            d = dict([(a[0], a[1](b)) for a, b in zip(keys, values)])
+            results[(d["num_servers"], d["database_size"], d["block_size"], d["protocol_name"])].append(d)
+    return results
+
+
+def clean_results(results) -> dict:
+    cleaned_results = defaultdict(list)
+    for test, result in results.items():
+        cpu_time = statistics.mean(sorted([int(r["total_cpu_time"]) for r in result]))  # [1:-1]
+        cleaned_results[result[0]["protocol_name"]].append({**result[0], "total_cpu_time": cpu_time})
+    return cleaned_results
+
+
+def plot(all_results: dict, y_func: callable, x_func: callable, title=None, y_label=None, x_label=None):
+    fig, ax = plt.subplots()
+    for protocol_name, results in all_results.items():
+        sorted_results = sorted(results, key=lambda r: x_func(r))
+        ax.plot(
+            [x_func(r) for r in sorted_results],
+            [y_func(r) for r in sorted_results],
+        )
+
+    ax.set_xscale("log", basex=2)
+    #ax.set_yscale("log", basey=10)
+
+    if x_label is not None:
+        plt.xlabel(x_label)
+    if y_label is not None:
+        plt.ylabel(y_label)
+
+    plt.legend(all_results.keys(), loc="upper left")
+    if title is not None:
+        plt.title(title)
+
+    plt.savefig(title.replace(" ", "_").replace("/", "") + ".pdf")
+    #plt.show()
+
+
+if __name__ == '__main__':
+    plot(
+        clean_results(load_results("results_only_with_8_bs.log")),
+        y_label="Time",
+        x_label="Total Database Size",
+        title="Fixed 8-bit block size",
+        y_func=lambda r: max(1, r["total_cpu_time"]),
+        x_func=lambda r: r["database_size"] * r["block_size"]
+    )
+
+    plot(
+        clean_results(load_results("results_only_with_8_bs.log")),
+        y_label="Time",
+        x_label="Total Database Size",
+        title="Fixed 8-bit block size - simulated 1MiB/s tx, 5MiB/s rx",
+        y_func=lambda r: r["total_cpu_time"] + (r["bytes_sent"]/(1*1024)) + (r["bytes_received"]/(5*1024)),  # 1024 B/ms = 1MiB/s
+        x_func=lambda r: r["database_size"] * r["block_size"]
+    )
+
+    #plot(
+    #    {n: [r for r in rs if r["block_size"] == 2] for n, rs in clean_results(load_results("results_overflow.log")).items()},
+    #    y_label="Time",
+    #    x_label="Total Database Size",
+    #    title="lol",
+    #    y_func=lambda r: r["total_cpu_time"] + (r["bytes_sent"]/(1*1024)) + (r["bytes_received"]/(10*1024)),  # 1024 B/ms = 1MiB/s
+    #    x_func=lambda r: r["database_size"] * r["block_size"]
+    #)
diff --git a/graph/results_only_with_8_bs.log b/graph/results_only_with_8_bs.log
new file mode 100644
index 0000000..a491ff9
--- /dev/null
+++ b/graph/results_only_with_8_bs.log
@@ -0,0 +1,73 @@
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diff --git a/graph/results_overflow.log b/graph/results_overflow.log
new file mode 100644
index 0000000..311fac4
--- /dev/null
+++ b/graph/results_overflow.log
@@ -0,0 +1,290 @@
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diff --git a/graph/results_small.log b/graph/results_small.log
new file mode 100644
index 0000000..19fd3a1
--- /dev/null
+++ b/graph/results_small.log
@@ -0,0 +1,60 @@
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