From 7ba39cb9a6c97f07eb392a1cf99ce65c1f23ded0 Mon Sep 17 00:00:00 2001
From: mtklein <mtklein@chromium.org>
Date: Mon, 24 Nov 2014 12:39:59 -0800
Subject: [PATCH] Add nanobench stats scripts to Skia repo.

These are the scripts I've been homegrowing for measuring perf impact.  I think we found them useful today as a way of sifting through the noise.

BUG=skia:

Review URL: https://codereview.chromium.org/703713002
---
 bin/ac      | 24 ++++++++++++++++++++++++
 bin/c       | 24 ++++++++++++++++++++++++
 bin/compare | 39 +++++++++++++++++++++++++++++++++++++++
 3 files changed, 87 insertions(+)
 create mode 100755 bin/ac
 create mode 100755 bin/c
 create mode 100755 bin/compare

diff --git a/bin/ac b/bin/ac
new file mode 100755
index 000000000..d9e0fd3bf
--- /dev/null
+++ b/bin/ac
@@ -0,0 +1,24 @@
+#!/bin/sh
+
+set -e
+
+BRANCH=$(git branch | grep \* | cut -d" "  -f 2)
+CLEAN=${CLEAN-clean}
+SAMPLES=100
+
+if [ $BRANCH == $CLEAN ]; then
+    echo "Comparing $BRANCH to itself."
+    exit 1
+fi
+
+git checkout $CLEAN
+./gyp_skia >/dev/null
+platform_tools/android/bin/android_ninja -t Release nanobench
+platform_tools/android/bin/android_run_skia -t Release nanobench $@ --skps /data/local/tmp/skps -i /data/local/tmp/resources --samples $SAMPLES -v > $CLEAN.log
+
+git checkout $BRANCH
+./gyp_skia >/dev/null
+platform_tools/android/bin/android_ninja -t Release nanobench
+platform_tools/android/bin/android_run_skia -t Release nanobench $@ --skps /data/local/tmp/skps -i /data/local/tmp/resources --samples $SAMPLES -v > $BRANCH.log
+
+compare $CLEAN.log $BRANCH.log
diff --git a/bin/c b/bin/c
new file mode 100755
index 000000000..a7b752cc6
--- /dev/null
+++ b/bin/c
@@ -0,0 +1,24 @@
+#!/bin/sh
+
+set -e
+
+BRANCH=$(git branch | grep \* | cut -d" "  -f 2)
+CLEAN=${CLEAN-clean}
+SAMPLES=100
+
+if [ $BRANCH == $CLEAN ]; then
+    echo "Comparing $BRANCH to itself."
+    exit 1
+fi
+
+git checkout $CLEAN
+./gyp_skia >/dev/null
+ninja -C out/Release nanobench
+out/Release/nanobench $@ --samples $SAMPLES -v 2> $CLEAN.log
+
+git checkout $BRANCH
+./gyp_skia >/dev/null
+ninja -C out/Release nanobench
+out/Release/nanobench $@ --samples $SAMPLES -v 2> $BRANCH.log
+
+compare $CLEAN.log $BRANCH.log
diff --git a/bin/compare b/bin/compare
new file mode 100755
index 000000000..fe489abad
--- /dev/null
+++ b/bin/compare
@@ -0,0 +1,39 @@
+#!/usr/bin/env python
+
+import sys
+from scipy.stats import mannwhitneyu
+
+SIGNIFICANCE_THRESHOLD = 0.0001
+
+a,b = {},{}
+for (path, d) in [(sys.argv[1], a), (sys.argv[2], b)]:
+    for line in open(path):
+        try:
+            tokens  = line.split()
+            samples = tokens[:-1]
+            label   = tokens[-1]
+            d[label] = map(float, samples)
+        except:
+            pass
+
+common = set(a.keys()).intersection(b.keys())
+
+ps = []
+for key in common:
+    _, p = mannwhitneyu(a[key], b[key])    # Non-parametric t-test.  Doesn't assume normal dist.
+    am, bm = min(a[key]), min(b[key])
+    ps.append((bm/am, p, key, am, bm))
+ps.sort(reverse=True)
+
+def humanize(ns):
+    for threshold, suffix in [(1e9, 's'), (1e6, 'ms'), (1e3, 'us'), (1e0, 'ns')]:
+        if ns > threshold:
+            return "%.3g%s" % (ns/threshold, suffix)
+
+maxlen = max(map(len, common))
+
+# We print only signficant changes in benchmark timing distribution.
+bonferroni = SIGNIFICANCE_THRESHOLD / len(ps)  # Adjust for the fact we've run multiple tests.
+for ratio, p, key, am, bm in ps:
+    if p < bonferroni:
+        print '%*s\t%6s -> %6s\t%.2gx' % (maxlen, key, humanize(am), humanize(bm), ratio)