audioflinger: Replace cpustats/CentralTendencyStatistics with audio_utils/Statistics

Revert CPU_FREQUENCY_STATISTICS macro in Configuration.h.

Test: build with different #define, dumpsys media.audio_flinger
Change-Id: I91680c462b069779d8db3b7a10603fb11a81a135
diff --git a/services/audioflinger/Configuration.h b/services/audioflinger/Configuration.h
index 64bb426..34cd821 100644
--- a/services/audioflinger/Configuration.h
+++ b/services/audioflinger/Configuration.h
@@ -27,7 +27,7 @@
 //#define AUDIO_WATCHDOG
 
 // uncomment to display CPU load adjusted for CPU frequency
-#define CPU_FREQUENCY_STATISTICS
+//define CPU_FREQUENCY_STATISTICS
 
 // uncomment to enable fast threads to take performance samples for later statistical analysis
 #define FAST_THREAD_STATISTICS
diff --git a/services/audioflinger/FastMixer.cpp b/services/audioflinger/FastMixer.cpp
index ad35264..a42d6b3 100644
--- a/services/audioflinger/FastMixer.cpp
+++ b/services/audioflinger/FastMixer.cpp
@@ -32,7 +32,7 @@
 #include <utils/Trace.h>
 #include <system/audio.h>
 #ifdef FAST_THREAD_STATISTICS
-#include <cpustats/CentralTendencyStatistics.h>
+#include <audio_utils/Statistics.h>
 #ifdef CPU_FREQUENCY_STATISTICS
 #include <cpustats/ThreadCpuUsage.h>
 #endif
diff --git a/services/audioflinger/FastMixerDumpState.cpp b/services/audioflinger/FastMixerDumpState.cpp
index c0f9f0f..ffdc117 100644
--- a/services/audioflinger/FastMixerDumpState.cpp
+++ b/services/audioflinger/FastMixerDumpState.cpp
@@ -19,7 +19,7 @@
 
 #include "Configuration.h"
 #ifdef FAST_THREAD_STATISTICS
-#include <cpustats/CentralTendencyStatistics.h>
+#include <audio_utils/Statistics.h>
 #ifdef CPU_FREQUENCY_STATISTICS
 #include <cpustats/ThreadCpuUsage.h>
 #endif
@@ -92,9 +92,9 @@
     }
     // statistics for monotonic (wall clock) time, thread raw CPU load in time, CPU clock frequency,
     // and adjusted CPU load in MHz normalized for CPU clock frequency
-    CentralTendencyStatistics wall, loadNs;
+    Statistics<double> wall, loadNs;
 #ifdef CPU_FREQUENCY_STATISTICS
-    CentralTendencyStatistics kHz, loadMHz;
+    Statistics<double> kHz, loadMHz;
     uint32_t previousCpukHz = 0;
 #endif
     // Assuming a normal distribution for cycle times, three standard deviations on either side of
@@ -109,18 +109,18 @@
         if (tail != NULL) {
             tail[j] = wallNs;
         }
-        wall.sample(wallNs);
+        wall.add(wallNs);
         uint32_t sampleLoadNs = mLoadNs[i];
-        loadNs.sample(sampleLoadNs);
+        loadNs.add(sampleLoadNs);
 #ifdef CPU_FREQUENCY_STATISTICS
         uint32_t sampleCpukHz = mCpukHz[i];
         // skip bad kHz samples
         if ((sampleCpukHz & ~0xF) != 0) {
-            kHz.sample(sampleCpukHz >> 4);
+            kHz.add(sampleCpukHz >> 4);
             if (sampleCpukHz == previousCpukHz) {
                 double megacycles = (double) sampleLoadNs * (double) (sampleCpukHz >> 4) * 1e-12;
                 double adjMHz = megacycles / mixPeriodSec;  // _not_ wallNs * 1e9
-                loadMHz.sample(adjMHz);
+                loadMHz.add(adjMHz);
             }
         }
         previousCpukHz = sampleCpukHz;
@@ -128,42 +128,42 @@
     }
     if (n) {
         dprintf(fd, "  Simple moving statistics over last %.1f seconds:\n",
-                    wall.n() * mixPeriodSec);
+                    wall.getN() * mixPeriodSec);
         dprintf(fd, "    wall clock time in ms per mix cycle:\n"
                     "      mean=%.2f min=%.2f max=%.2f stddev=%.2f\n",
-                    wall.mean()*1e-6, wall.minimum()*1e-6, wall.maximum()*1e-6,
-                    wall.stddev()*1e-6);
+                    wall.getMean()*1e-6, wall.getMin()*1e-6, wall.getMax()*1e-6,
+                    wall.getStdDev()*1e-6);
         dprintf(fd, "    raw CPU load in us per mix cycle:\n"
                     "      mean=%.0f min=%.0f max=%.0f stddev=%.0f\n",
-                    loadNs.mean()*1e-3, loadNs.minimum()*1e-3, loadNs.maximum()*1e-3,
-                    loadNs.stddev()*1e-3);
+                    loadNs.getMean()*1e-3, loadNs.getMin()*1e-3, loadNs.getMax()*1e-3,
+                    loadNs.getStdDev()*1e-3);
     } else {
         dprintf(fd, "  No FastMixer statistics available currently\n");
     }
 #ifdef CPU_FREQUENCY_STATISTICS
     dprintf(fd, "  CPU clock frequency in MHz:\n"
                 "    mean=%.0f min=%.0f max=%.0f stddev=%.0f\n",
-                kHz.mean()*1e-3, kHz.minimum()*1e-3, kHz.maximum()*1e-3, kHz.stddev()*1e-3);
+                kHz.getMean()*1e-3, kHz.getMin()*1e-3, kHz.getMax()*1e-3, kHz.getStdDev()*1e-3);
     dprintf(fd, "  adjusted CPU load in MHz (i.e. normalized for CPU clock frequency):\n"
                 "    mean=%.1f min=%.1f max=%.1f stddev=%.1f\n",
-                loadMHz.mean(), loadMHz.minimum(), loadMHz.maximum(), loadMHz.stddev());
+                loadMHz.getMean(), loadMHz.getMin(), loadMHz.getMax(), loadMHz.getStdDev());
 #endif
     if (tail != NULL) {
         qsort(tail, n, sizeof(uint32_t), compare_uint32_t);
         // assume same number of tail samples on each side, left and right
         uint32_t count = n / kTailDenominator;
-        CentralTendencyStatistics left, right;
+        Statistics<double> left, right;
         for (uint32_t i = 0; i < count; ++i) {
-            left.sample(tail[i]);
-            right.sample(tail[n - (i + 1)]);
+            left.add(tail[i]);
+            right.add(tail[n - (i + 1)]);
         }
         dprintf(fd, "  Distribution of mix cycle times in ms for the tails "
                     "(> ~3 stddev outliers):\n"
                     "    left tail: mean=%.2f min=%.2f max=%.2f stddev=%.2f\n"
                     "    right tail: mean=%.2f min=%.2f max=%.2f stddev=%.2f\n",
-                    left.mean()*1e-6, left.minimum()*1e-6, left.maximum()*1e-6, left.stddev()*1e-6,
-                    right.mean()*1e-6, right.minimum()*1e-6, right.maximum()*1e-6,
-                    right.stddev()*1e-6);
+                    left.getMean()*1e-6, left.getMin()*1e-6, left.getMax()*1e-6, left.getStdDev()*1e-6,
+                    right.getMean()*1e-6, right.getMin()*1e-6, right.getMax()*1e-6,
+                    right.getStdDev()*1e-6);
         delete[] tail;
     }
 #endif
diff --git a/services/audioflinger/Threads.cpp b/services/audioflinger/Threads.cpp
index d55da1b..6c7179e 100644
--- a/services/audioflinger/Threads.cpp
+++ b/services/audioflinger/Threads.cpp
@@ -73,7 +73,7 @@
 #endif
 
 #ifdef DEBUG_CPU_USAGE
-#include <cpustats/CentralTendencyStatistics.h>
+#include <audio_utils/Statistics.h>
 #include <cpustats/ThreadCpuUsage.h>
 #endif
 
@@ -335,9 +335,9 @@
 #ifdef DEBUG_CPU_USAGE
 private:
     ThreadCpuUsage mCpuUsage;           // instantaneous thread CPU usage in wall clock ns
-    CentralTendencyStatistics mWcStats; // statistics on thread CPU usage in wall clock ns
+    Statistics<double> mWcStats;        // statistics on thread CPU usage in wall clock ns
 
-    CentralTendencyStatistics mHzStats; // statistics on thread CPU usage in cycles
+    Statistics<double> mHzStats;        // statistics on thread CPU usage in cycles
 
     int mCpuNum;                        // thread's current CPU number
     int mCpukHz;                        // frequency of thread's current CPU in kHz
@@ -363,7 +363,7 @@
 
     // record sample for wall clock statistics
     if (valid) {
-        mWcStats.sample(wcNs);
+        mWcStats.add(wcNs);
     }
 
     // get the current CPU number
@@ -382,26 +382,26 @@
 
     // if no change in CPU number or frequency, then record sample for cycle statistics
     if (valid && mCpukHz > 0) {
-        double cycles = wcNs * cpukHz * 0.000001;
-        mHzStats.sample(cycles);
+        const double cycles = wcNs * cpukHz * 0.000001;
+        mHzStats.add(cycles);
     }
 
-    unsigned n = mWcStats.n();
+    const unsigned n = mWcStats.getN();
     // mCpuUsage.elapsed() is expensive, so don't call it every loop
     if ((n & 127) == 1) {
-        long long elapsed = mCpuUsage.elapsed();
+        const long long elapsed = mCpuUsage.elapsed();
         if (elapsed >= DEBUG_CPU_USAGE * 1000000000LL) {
-            double perLoop = elapsed / (double) n;
-            double perLoop100 = perLoop * 0.01;
-            double perLoop1k = perLoop * 0.001;
-            double mean = mWcStats.mean();
-            double stddev = mWcStats.stddev();
-            double minimum = mWcStats.minimum();
-            double maximum = mWcStats.maximum();
-            double meanCycles = mHzStats.mean();
-            double stddevCycles = mHzStats.stddev();
-            double minCycles = mHzStats.minimum();
-            double maxCycles = mHzStats.maximum();
+            const double perLoop = elapsed / (double) n;
+            const double perLoop100 = perLoop * 0.01;
+            const double perLoop1k = perLoop * 0.001;
+            const double mean = mWcStats.getMean();
+            const double stddev = mWcStats.getStdDev();
+            const double minimum = mWcStats.getMin();
+            const double maximum = mWcStats.getMax();
+            const double meanCycles = mHzStats.getMean();
+            const double stddevCycles = mHzStats.getStdDev();
+            const double minCycles = mHzStats.getMin();
+            const double maxCycles = mHzStats.getMax();
             mCpuUsage.resetElapsed();
             mWcStats.reset();
             mHzStats.reset();