From 80f74761da15021fed29d74add2e14d7286703d2 Mon Sep 17 00:00:00 2001 From: Quddus Chong Date: Fri, 11 Sep 2015 15:17:27 -0700 Subject: [PATCH] docs: Migrated performance testing doc from preview microsite to main training section. bug: 23725773 Change-Id: I24e0beb96afd5fd093b7d7a1316353b738160bb8 --- .../perf-test-frame-latency.png | Bin 0 -> 161802 bytes .../perf-test-framestats.png | Bin 0 -> 7785 bytes docs/html/training/testing/performance.jd | 685 ++++++++++++++++++ docs/html/training/training_toc.cs | 6 + 4 files changed, 691 insertions(+) create mode 100644 docs/html/images/performance-testing/perf-test-frame-latency.png create mode 100644 docs/html/images/performance-testing/perf-test-framestats.png create mode 100644 docs/html/training/testing/performance.jd diff --git a/docs/html/images/performance-testing/perf-test-frame-latency.png b/docs/html/images/performance-testing/perf-test-frame-latency.png new file mode 100644 index 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+ + +

+ User interface (UI) performance testing ensures that your app not only meets its functional + requirements, but that user interactions with your app are buttery smooth, running at a + consistent 60 frames per second (why + 60fps?), without any dropped or delayed frames, or as we like to call it, jank. This + document explains tools available to measure UI performance, and lays out an approach to + integrate UI performance measurements into your testing practices. +

+ + +

Measuring UI Performance

+ +

+ In order to improve performance you first need the ability to measure the performance of + your system, and then diagnose and identify problems that may arrive from various parts of your + pipeline. +

+ +

+ dumpsys is an + Android tool that runs on the device and dumps interesting information about the status of system + services. Passing the gfxinfo command to dumpsys provides an output in logcat with + performance information relating to frames of animation that are occurring during the recording + phase. +

+ +
+> adb shell dumpsys gfxinfo <PACKAGE_NAME>
+
+ +

+ This command can produce multiple different variants of frame timing data. +

+ +

Aggregate frame stats

+ +

+ With the M Preview the command prints out aggregated analysis of frame data to logcat, collected + across the entire lifetime of the process. For example: +

+ +
+Stats since: 752958278148ns
+Total frames rendered: 82189
+Janky frames: 35335 (42.99%)
+90th percentile: 34ms
+95th percentile: 42ms
+99th percentile: 69ms
+Number Missed Vsync: 4706
+Number High input latency: 142
+Number Slow UI thread: 17270
+Number Slow bitmap uploads: 1542
+Number Slow draw: 23342
+
+ +

+ These high level statistics convey at a high level the rendering performance of the app, as well + as its stability across many frames. +

+ + +

Precise frame timing info

+ +

+ With the M Preview comes a new command for gfxinfo, and that’s framestats which provides + extremely detailed frame timing information from recent frames, so that you can track down and + debug problems more accurately. +

+ +
+>adb shell dumpsys gfxinfo <PACKAGE_NAME> framestats
+
+ +

+ This command prints out frame timing information, with nanosecond timestamps, from the last 120 + frames produced by the app. Below is example raw output from adb dumpsys gfxinfo + <PACKAGE_NAME> framestats: +

+ +
+0,27965466202353,27965466202353,27965449758000,27965461202353,27965467153286,27965471442505,27965471925682,27965474025318,27965474588547,27965474860786,27965475078599,27965479796151,27965480589068,
+0,27965482993342,27965482993342,27965465835000,27965477993342,27965483807401,27965486875630,27965487288443,27965489520682,27965490184380,27965490568703,27965491408078,27965496119641,27965496619641,
+0,27965499784331,27965499784331,27965481404000,27965494784331,27965500785318,27965503736099,27965504201151,27965506776568,27965507298443,27965507515005,27965508405474,27965513495318,27965514061984,
+0,27965516575320,27965516575320,27965497155000,27965511575320,27965517697349,27965521276151,27965521734797,27965524350474,27965524884536,27965525160578,27965526020891,27965531371203,27965532114484,
+
+ +

+ Each line of this output represents a frame produced by the app. Each line has a fixed number of + columns describing time spent in each stage of the frame-producing pipeline. The next section + describes this format in detail, including what each column represents. +

+ + +

Framestats data format

+ +

+ Since the block of data is output in CSV format, it's very straightforward to paste it to your + spreadsheet tool of choice, or collect and parse with a script. The following table explains the + format of the output data columns. All timestamps are in nanoseconds. +

+ +
    +
  • FLAGS +
      +
    • Rows with a ‘0’ for the FLAGS column can have their total frame time computed by + subtracting the INTENDED_VSYNC column from the FRAME_COMPLETED column. +
    • + +
    • If this is non-zero the row should be ignored, as the frame has been determined as being + an outlier from normal performance, where it is expected that layout & draw take longer + than 16ms. Here are a few reasons this could occur: +
        +
      • The window layout changed (such as the first frame of the application or after a + rotation) +
      • + +
      • It is also possible the frame was skipped in which case some of the values will have + garbage timestamps. A frame can be skipped if for example it is out-running 60fps or if + nothing on-screen ended up being dirty, this is not necessarily a sign of a problem in + the app. +
      • +
      +
    • +
    +
  • + +
  • INTENDED_VSYNC +
      +
    • The intended start point for the frame. If this value is different from VSYNC, there + was work occurring on the UI thread that prevented it from responding to the vsync signal + in a timely fashion. +
    • +
    +
  • + +
  • VSYNC +
      +
    • The time value that was used in all the vsync listeners and drawing for the frame + (Choreographer frame callbacks, animations, View.getDrawingTime(), etc…) +
    • + +
    • To understand more about VSYNC and how it influences your application, check out the + + Understanding VSYNC video. +
    • +
    +
  • + +
  • OLDEST_INPUT_EVENT +
      +
    • The timestamp of the oldest input event in the input queue, or Long.MAX_VALUE if + there were no input events for the frame. +
    • + +
    • This value is primarily intended for platform work and has limited usefulness to app + developers. +
    • +
    +
  • + +
  • NEWEST_INPUT_EVENT +
      +
    • The timestamp of the newest input event in the input queue, or 0 if there were no + input events for the frame. +
    • + +
    • This value is primarily intended for platform work and has limited usefulness to app + developers. +
    • + +
    • However it’s possible to get a rough idea of how much latency the app is adding by + looking at (FRAME_COMPLETED - NEWEST_INPUT_EVENT). +
    • +
    +
  • + +
  • HANDLE_INPUT_START +
      +
    • The timestamp at which input events were dispatched to the application. +
    • + +
    • By looking at the time between this and ANIMATION_START it is possible to measure how + long the application spent handling input events. +
    • + +
    • If this number is high (>2ms), this indicates the app is spending an unusually + long time processing input events, such as View.onTouchEvent(), which may indicate this + work needs to be optimized, or offloaded to a different thread. Note that there are some + scenarios, such as click events that launch new activities or similar, where it is + expected and acceptable that this number is large. +
    • +
    +
  • + +
  • ANIMATION_START +
      +
    • The timestamp at which animations registered with Choreographer were run. +
    • + +
    • By looking at the time between this and PERFORM_TRANVERSALS_START it is possible to + determine how long it took to evaluate all the animators (ObjectAnimator, + ViewPropertyAnimator, and Transitions being the common ones) that are running. +
    • + +
    • If this number is high (>2ms), check to see if your app has written any custom + animators or what fields ObjectAnimators are animating and ensure they are appropriate + for an animation. +
    • + +
    • To learn more about Choreographer, check out the For Butter or Worse + video. +
    • +
    +
  • + +
  • PERFORM_TRAVERSALS_START +
      +
    • If you subtract out DRAW_START from this value, you can extract how long the layout + & measure phases took to complete. (note, during a scroll, or animation, you would + hope this should be close to zero..) +
    • + +
    • To learn more about the measure & layout phases of the rendering pipeline, check + out the + Invalidations, Layouts and Performance video +
    • +
    +
  • + +
  • DRAW_START +
      +
    • The time at which the draw phase of performTraversals started. This is the start + point of recording the display lists of any views that were invalidated. +
    • + +
    • The time between this and SYNC_START is how long it took to call View.draw() on all + the invalidated views in the tree. +
    • + +
    • For more information on the drawing model, see Hardware Acceleration + or the + Invalidations, Layouts and Performance video +
    • +
    +
  • + +
  • SYNC_QUEUED +
      +
    • The time at which a sync request was sent to the RenderThread. +
    • + +
    • This marks the point at which a message to start the sync + phase was sent to the RenderThread. If the time between this and + SYNC_START is substantial (>0.1ms or so), it means that + the RenderThread was busy working on a different frame. Internally + this is used to differentiate between the frame doing too much work + and exceeding the 16ms budget and the frame being stalled due to + the previous frame exceeding the 16ms budget. +
    • +
    +
  • + +
  • SYNC_START +
      +
    • The time at which the sync phase of the drawing started. +
    • + +
    • If the time between this and ISSUE_DRAW_COMMANDS_START is substantial (>0.4ms or + so), it typically indicates a lot of new Bitmaps were drawn which must be uploaded to the + GPU. +
    • + +
    • To understand more about the sync phase, check out the + Profile GPU Rendering video +
    • +
    +
  • + +
  • ISSUE_DRAW_COMMANDS_START +
      +
    • The time at which the hardware renderer started issuing drawing commands to the GPU. +
    • + +
    • The time between this and FRAME_COMPLETED gives a rough idea of how much GPU work the + app is producing. Problems like too much overdraw or inefficient rendering effects show + up here. +
    • +
    +
  • + +
  • SWAP_BUFFERS +
      +
    • The time at which eglSwapBuffers was called, relatively uninteresting outside of + platform work. +
    • +
    +
  • + +
  • FRAME_COMPLETED +
      +
    • All done! The total time spent working on this frame can be computed by doing + FRAME_COMPLETED - INTENDED_VSYNC. +
    • +
    +
  • + +
+ +

+ You can use this data in different ways. One simple but useful visualization is a + histogram showing the distribution of frames times (FRAME_COMPLETED - INTENDED_VSYNC) in + different latency buckets, see figure below. This graph tells us at a glance that most + frames were very good - well below the 16ms deadline (depicted in red), but a few frames + were significantly over the deadline. We can look at changes in this histogram over time + to see wholesale shifts or new outliers being created. You can also graph input latency, + time spent in layout, or other similar interesting metrics based on the many timestamps + in the data. +

+ + + + +

Simple frame timing dump

+ +

+ If Profile GPU rendering is set to In adb shell dumpsys gfxinfo + in Developer Options, the adb shell dumpsys gfxinfo command prints out timing + information for the most recent 120 frames, broken into a few different categories with + tab-separated-values. This data can be useful for indicating which parts of the drawing pipeline + may be slow at a high level. +

+ +

+ Similar to framestats above, it's very + straightforward to paste it to your spreadsheet tool of choice, or collect and parse with + a script. The following graph shows a breakdown of where many frames produced by the app + were spending their time. +

+ + + +

+ The result of running gfxinfo, copying the output, pasting it into a spreadsheet + application, and graphing the data as stacked bars. +

+ +

+ Each vertical bar represents one frame of animation; its height represents the number of + milliseconds it took to compute that frame of animation. Each colored segment of the bar + represents a different stage of the rendering pipeline, so that you can see what parts of + your application may be creating a bottleneck. For more information on understanding the + rendering pipeline, and how to optimize for it, see the + Invalidations Layouts and Performance video. +

+ + +

Controlling the window of stat collection

+ +

+ Both the framestats and simple frame timings gather data over a very short window - about + two seconds worth of rendering. In order to precisely control this window of time - for + example, to constrain the data to a particular animation - you can reset all counters, + and aggregate statistics gathered. +

+ +
+>adb shell dumpsys gfxinfo <PACKAGE_NAME> reset
+
+ +

+ This can also be used in conjunction with the dumping commands themselves to collect and + reset at a regular cadence, capturing less-than-two-second windows of frames + continuously. +

+ + +

Diagnosing performance regressions

+ +

+ Identification of regressions is a good first step to tracking down problems, and + maintaining high application health. However, dumpsys just identifies the existence and + relative severity of problems. You still need to diagnose the particular cause of the + performance problems, and find appropriate ways to fix them. For that, it’s highly + recommended to use the systrace tool. +

+ + +

Additional resources

+ +

+ For more information on how Android’s rendering pipeline works, common problems that you + can find there, and how to fix them, some of the following resources may be useful to + you: +

+ +
    +
  • Rendering Performance 101 +
  • +
  • Why 60fps? +
  • +
  • Android UI and the GPU +
  • +
  • Invalidations Layouts and performance +
  • +
  • Analyzing UI Performance with Systrace +
  • +
+ + +

Automating UI Perfomance Tests

+ +

+ One approach to UI Performance testing is to simply have a human tester perform a set of + user operations on the target app, and either visually look for jank, or spend an very + large amount of time using a tool-driven approach to find it. But this manual approach is + fraught with peril - human ability to perceive frame rate changes varies tremendously, + and this is also time consuming, tedious, and error prone. +

+ +

+ A more efficient approach is to log and analyze key performance metrics from automated UI + tests. The Android M developer preview includes new logging capabilities which make it + easy to determine the amount and severity of jank in your application’s animations, and + that can be used to build a rigorous process to determine your current performance and + track future performance objectives. +

+ +

+ This article walks you through a recommended approach to using that data to automate your + performance testing. +

+ +

+ This is mostly broken down into two key actions. Firstly, identifying what you're + testing, and how you’re testing it. and Secondly, setting up, and maintaining an + automated testing environment. +

+ + +

Setting up UI tests

+ +

+ Before you can get started with automated testing, it’s important to determine a few high + level decisions, in order to properly understand your test space, and needs you may have. +

+ +

+ Identify key animations / flows to test +

+ +

+ Remember that bad performance is most visible to users when it interrupts a smooth + animation. As such, when identifying what types of UI actions to test for, it’s useful to + focus on the key animations that users see most, or are most important to their + experience. For example, here are some common scenarios that may be useful to identify: +

+ +
    +
  • Scrolling a primary ListView or RecyclerView +
  • + +
  • Animations during async wait cycles +
  • + +
  • Any animation that may have bitmap loading / manipulation in it +
  • + +
  • Animations including Alpha Blending +
  • + +
  • Custom View drawing with Canvas +
  • +
+ +

+ Work with engineers, designers, and product managers on your team to prioritize these key + product animations for test coverage. +

+ +

+ Define your future objectives and track against them +

+ +

+ From a high-level, it may be critical to identify your specific performance goals, and + focus on writing tests, and collecting data around them. For example: +

+ +
    +
  • Do you just want to begin tracking UI performance for the first time to learn more? +
  • + +
  • Do you want to prevent regressions that might be introduced in the future? +
  • + +
  • Are you at 90% of smooth frames today and want to get to 98% this quarter? +
  • + +
  • Are you at 98% smooth frames and don’t want to regress? +
  • + +
  • Is your goal to improve performance on low end devices? +
  • +
+ +

+ In all of these cases, you’ll want historical tracking which shows performance across + multiple versions of your application. +

+ +

+ Identify devices to test on +

+ +

+ Application performance varies depending on the device it's running on. Some devices may + contain less memory, less powerful GPUs, or slower CPU chips. This means that animations + which may perform well on one set of hardware, may not on others, and worse, may be a + result of a bottleneck in a different part of the pipeline. So, to account for this + variation in what a user might see, pick a range of devices to execute tests on, both + current high end devices, low end devices, tablets, etc. Look for variation in CPU + performance, RAM, screen density, size, and so on. Tests that pass on a high end device + may fail on a low end device. +

+ +

+ Basic frameworks for UI Testing +

+ +

+ Tool suites, like UI Automator and + Espresso, are + built to help automate the action of a user moving through your application. These are simple + frameworks which mimic user interaction with your device. To use these frameworks, you + effectively create unique scripts, which run through a set of user-actions, and play them + out on the device itself. +

+ +

+ By combining these automated tests, alongside dumpsys gfxinfo you can quickly + create a reproducible system that allows you to execute a test, and measure the + performance information of that particular condition. +

+ + +

Setting up automated UI testing

+ +

+ Once you have the ability to execute a UI test, and a pipeline to gather the data from a + single test, the next important step is to embrace a framework which can execute that + test multiple times, across multiple devices, and aggregate the resulting performance + data for further analysis by your development team. +

+ +

+ A framework for test automation +

+ +

+ It’s worth noting that UI testing frameworks (like UI Automator) + run on the target device/emulator directly. While performance gathering information done + by dumpsys gfxinfo is driven by a host machine, sending commands over ADB. To + help bridge the automation of these separate entities, MonkeyRunner framework was + developed; A scripting system that runs on your host machine, which can issue commands to + a set of connected devices, as well as receive data from them. +

+ +

+ Building a set of scripts for proper automation of UI Performance testing, at a minimum, + should be able to utilize monkeyRunner to accomplish the following tasks: +

+ +
    +
  • Load & Launch a desired APK to a target device, devices, or emulator. +
  • + +
  • Launch a UI Automator UI test, and allow it to be executed +
  • + +
  • Collect performance information through dumpsys gfxinfo. +
  • + +
  • Aggregate information and display it back in a useful fashion to the developer. +
  • +
+ + +

Triaging and fixing observed problems

+ +

+ Once problem patterns or regressions are identified, the next step is identifying and + applying the fix. If your automated test framework preserves precise timing breakdowns + for frames, it can help you scrutinize recent suspicious code/layout changes (in the case + of regression), or narrow down the part of the system you’re analyzing when you switch to + manual investigation. For manual investigation, systrace is a great place to start, showing + precise timing information about every stage of the rendering pipeline, every thread and + core in the system, as well as any custom event markers you define. +

+ +

+ Properly profiling temporal timings +

+ +

+ It is important to note the difficulties in obtaining and measuring timings that come from + rendering performance. These numbers are, by nature, non deterministic, and often + fluctuate depending on the state of the system, amount of memory available, thermal + throttling, and the last time a sun flare hit your area of the earth. The point is that + you can run the same test, twice and get slightly different numbers that may be close to + each other, but not exact. +

+ +

+ Properly gathering and profiling data in this manner means running the same test, + multiple times, and accumulating the results as an average, or median value. (for the + sake of simplicity, let’s call this a ‘batch’) This gives you the rough approximation of + the performance of the test, while not needing exact timings. +

+ +

+ Batches can be used between code changes to see the relative impact of those changes on + performance. If the average frame rate for the pre-change Batch is larger than the + post-change batch, then you generally have an overall win wrt performance for that + particular change. +

+ +

+ This means that any Automated UI testing you do should take this concept into + consideration, and also account for any anomalies that might occur during a test. For + example, if your application performance suddenly dips, due to some device issue (that + isn’t caused by your application) then you may want to re-run the batch in order to get + less chaotic timings. +

+ +

+ So, how many times should you run a test, before the measurements become meaningful? 10 + times should be the minimum, with higher numbers like 50 or 100 yielding more accurate + results (of course, you’re now trading off time for accuracy) +

diff --git a/docs/html/training/training_toc.cs b/docs/html/training/training_toc.cs index 002fb09927dde..cd53fe6f1fa5c 100644 --- a/docs/html/training/training_toc.cs +++ b/docs/html/training/training_toc.cs @@ -2021,6 +2021,12 @@ results." +