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authorSiim Sammul <siims@google.com>2021-02-17 15:59:29 +0000
committerSiim Sammul <siims@google.com>2021-05-11 15:52:04 +0000
commitfff7124d3a7eb9dfdaf4e8e9d622ea0a0f8c2479 (patch)
tree7a042e58a7cd54be12473aa0452710d4fcc9ba89 /core/java
parent46dff8e09fea14dac3e82e5f781fa49766b9a035 (diff)
Store the collected binder latency samples in buckets to form a
histogram. Add the ability to generate histograms with varying bucket counts and sizes. This is a direct cherrypick with no changes Bug: 179999191 Test: unit tests Change-Id: I58d3cbdd9ae43c8da121ec41d994b077e29bb371 Merged-In: I58d3cbdd9ae43c8da121ec41d994b077e29bb371 (cherry picked from commit dcd3dc69a1d707a6c7185a57bee0cfc50c9f3411)
Diffstat (limited to 'core/java')
-rw-r--r--core/java/com/android/internal/os/BinderLatencyBuckets.java91
-rw-r--r--core/java/com/android/internal/os/BinderLatencyObserver.java57
2 files changed, 136 insertions, 12 deletions
diff --git a/core/java/com/android/internal/os/BinderLatencyBuckets.java b/core/java/com/android/internal/os/BinderLatencyBuckets.java
new file mode 100644
index 000000000000..bdee4ca8a6b8
--- /dev/null
+++ b/core/java/com/android/internal/os/BinderLatencyBuckets.java
@@ -0,0 +1,91 @@
+/*
+ * Copyright (C) 2017 The Android Open Source Project
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package com.android.internal.os;
+
+import android.util.Slog;
+
+import com.android.internal.annotations.VisibleForTesting;
+
+import java.util.ArrayList;
+import java.util.Collections;
+
+/**
+ * Generates the bucket thresholds (with a custom logarithmic scale) for a histogram to store
+ * latency samples in.
+ */
+public class BinderLatencyBuckets {
+ private static final String TAG = "BinderLatencyBuckets";
+ private ArrayList<Integer> mBuckets;
+
+ /**
+ * @param bucketCount the number of buckets the histogram should have
+ * @param firstBucketSize the size of the first bucket (used to avoid excessive small buckets)
+ * @param scaleFactor the rate in which each consecutive bucket increases (before rounding)
+ */
+ public BinderLatencyBuckets(int bucketCount, int firstBucketSize, float scaleFactor) {
+ mBuckets = new ArrayList<>(bucketCount - 1);
+ mBuckets.add(firstBucketSize);
+
+ // Last value and the target are disjoint as we never want to create buckets smaller than 1.
+ double lastTarget = firstBucketSize;
+ int lastValue = firstBucketSize;
+
+ // First bucket is already created and the last bucket is anything greater than the final
+ // bucket in the list, so create 'bucketCount' - 2 buckets.
+ for (int i = 1; i < bucketCount - 1; i++) {
+ // Increase the target bucket limit value by the scale factor.
+ double nextTarget = lastTarget * scaleFactor;
+
+ if (nextTarget > Integer.MAX_VALUE || lastValue == Integer.MAX_VALUE) {
+ // Do not throw an exception here as this should not affect binder calls.
+ Slog.w(TAG, "Attempted to create a bucket larger than maxint");
+ return;
+ }
+
+ if ((int) nextTarget > lastValue) {
+ // Convert the target bucket limit value to an integer.
+ mBuckets.add((int) nextTarget);
+ lastValue = (int) nextTarget;
+ } else {
+ // Avoid creating redundant buckets, so bucket size should be 1 at a minimum.
+ mBuckets.add(lastValue + 1);
+ lastValue = lastValue + 1;
+ }
+ lastTarget = nextTarget;
+ }
+ }
+
+ /** Gets the bucket index to insert the provided sample in. */
+ public int sampleToBucket(int sample) {
+ if (sample > mBuckets.get(mBuckets.size() - 1)) {
+ return mBuckets.size();
+ }
+
+ // Binary search returns the element index if it is contained in the list - in this case the
+ // correct bucket is the index after as we use [minValue, maxValue) for bucket boundaries.
+ // Otherwise, it returns (-(insertion point) - 1), where insertion point is the point where
+ // to insert the element so that the array remains sorted - in this case the bucket index
+ // is the insertion point.
+ int searchResult = Collections.binarySearch(mBuckets, sample);
+ return searchResult < 0 ? -(1 + searchResult) : searchResult + 1;
+ }
+
+ @VisibleForTesting
+ public ArrayList<Integer> getBuckets() {
+ return mBuckets;
+ }
+}
diff --git a/core/java/com/android/internal/os/BinderLatencyObserver.java b/core/java/com/android/internal/os/BinderLatencyObserver.java
index 92b495284de2..59cc66d79bce 100644
--- a/core/java/com/android/internal/os/BinderLatencyObserver.java
+++ b/core/java/com/android/internal/os/BinderLatencyObserver.java
@@ -26,7 +26,6 @@ import com.android.internal.annotations.GuardedBy;
import com.android.internal.annotations.VisibleForTesting;
import com.android.internal.os.BinderInternal.CallSession;
-import java.util.ArrayList;
import java.util.Random;
/** Collects statistics about Binder call latency per calling API and method. */
@@ -34,18 +33,25 @@ public class BinderLatencyObserver {
private static final String TAG = "BinderLatencyObserver";
public static final int PERIODIC_SAMPLING_INTERVAL_DEFAULT = 10;
- // This is not the final data structure - we will eventually store latency histograms instead of
- // raw samples as it is much more memory / disk space efficient.
- // TODO(b/179999191): change this to store the histogram.
- // TODO(b/179999191): pre allocate the array size so we would not have to resize this.
+ // Histogram buckets parameters.
+ public static final int BUCKET_COUNT_DEFAULT = 100;
+ public static final int FIRST_BUCKET_SIZE_DEFAULT = 5;
+ public static final float BUCKET_SCALE_FACTOR_DEFAULT = 1.125f;
+
@GuardedBy("mLock")
- private final ArrayMap<LatencyDims, ArrayList<Long>> mLatencySamples = new ArrayMap<>();
+ private final ArrayMap<LatencyDims, int[]> mLatencyHistograms = new ArrayMap<>();
private final Object mLock = new Object();
// Sampling period to control how often to track CPU usage. 1 means all calls, 100 means ~1 out
// of 100 requests.
private int mPeriodicSamplingInterval = PERIODIC_SAMPLING_INTERVAL_DEFAULT;
+
+ private int mBucketCount = BUCKET_COUNT_DEFAULT;
+ private int mFirstBucketSize = FIRST_BUCKET_SIZE_DEFAULT;
+ private float mBucketScaleFactor = BUCKET_SCALE_FACTOR_DEFAULT;
+
private final Random mRandom;
+ private BinderLatencyBuckets mLatencyBuckets;
/** Injector for {@link BinderLatencyObserver}. */
public static class Injector {
@@ -56,6 +62,8 @@ public class BinderLatencyObserver {
public BinderLatencyObserver(Injector injector) {
mRandom = injector.getRandomGenerator();
+ mLatencyBuckets = new BinderLatencyBuckets(
+ mBucketCount, mFirstBucketSize, mBucketScaleFactor);
}
/** Should be called when a Binder call completes, will store latency data. */
@@ -67,12 +75,21 @@ public class BinderLatencyObserver {
LatencyDims dims = new LatencyDims(s.binderClass, s.transactionCode);
long callDuration = getElapsedRealtimeMicro() - s.timeStarted;
+ // Find the bucket this sample should go to.
+ int bucketIdx = mLatencyBuckets.sampleToBucket(
+ callDuration > Integer.MAX_VALUE ? Integer.MAX_VALUE : (int) callDuration);
+
synchronized (mLock) {
- if (!mLatencySamples.containsKey(dims)) {
- mLatencySamples.put(dims, new ArrayList<Long>());
+ int[] buckets = mLatencyHistograms.get(dims);
+ if (buckets == null) {
+ buckets = new int[mBucketCount];
+ mLatencyHistograms.put(dims, buckets);
}
- mLatencySamples.get(dims).add(callDuration);
+ // Increment the correct bucket.
+ if (buckets[bucketIdx] < Integer.MAX_VALUE) {
+ buckets[bucketIdx] += 1;
+ }
}
}
@@ -100,10 +117,26 @@ public class BinderLatencyObserver {
}
}
+ /** Updates the histogram buckets parameters. */
+ public void setHistogramBucketsParams(
+ int bucketCount, int firstBucketSize, float bucketScaleFactor) {
+ synchronized (mLock) {
+ if (bucketCount != mBucketCount || firstBucketSize != mFirstBucketSize
+ || bucketScaleFactor != mBucketScaleFactor) {
+ mBucketCount = bucketCount;
+ mFirstBucketSize = firstBucketSize;
+ mBucketScaleFactor = bucketScaleFactor;
+ mLatencyBuckets = new BinderLatencyBuckets(
+ mBucketCount, mFirstBucketSize, mBucketScaleFactor);
+ reset();
+ }
+ }
+ }
+
/** Resets the sample collection. */
public void reset() {
synchronized (mLock) {
- mLatencySamples.clear();
+ mLatencyHistograms.clear();
}
}
@@ -151,7 +184,7 @@ public class BinderLatencyObserver {
}
@VisibleForTesting
- public ArrayMap<LatencyDims, ArrayList<Long>> getLatencySamples() {
- return mLatencySamples;
+ public ArrayMap<LatencyDims, int[]> getLatencyHistograms() {
+ return mLatencyHistograms;
}
}