# Overview The project provides an easy way to save before/after CPU traces from Microbenchmark runs, and compare them visually using Differential Flame Graphs. ![Differential graph illustration](assets/illustration-diff.webp) Areas where the code got slower are highlighted in red, while areas that are now faster are marked in blue; the intensity of the colour is proportional to the size of the difference. See also the [end-to-end demo (video)](https://drive.google.com/file/d/119nI_zlAMbTHzh-Rdzf8UuUVCGEKnKFQ/view?usp=drive_link&resourcekey=0-SRRmKgVZYfAlnkL4Hvh-cg). # Usage ## Interacting with the script - Overview of all commands: `./bench-flame-diff.sh -h` - Help for a specific command: `./bench-flame-diff.sh -h` ## First usage On first usage, initialise all dependencies by running: `./bench-flame-diff.sh init` ## General workflow 1. Run a specific Microbenchmark with CPU Stack sampling enabled (see below for instructions) 1. Save the trace as _base_ for comparison using `./bench-flame-diff.sh save`. It's worth picking a good names for the saved traces since you're likely going to e.g. re-use the _base_ while iterating on code changes. 1. Apply changes in your code and run the same benchmark as in step 1 1. Save the trace as _current_ `./bench-flame-diff.sh save` 1. Compare both traces using `./bench-flame-diff.sh diff` which will create and open a diff in a web browser 1. Toggle between graphs using the buttons on the top: - `base`: flamegraph for the _base_ trace - `base-vs-curr`: differential flame graph showing _base_ vs _current_ on the _base_ trace - `curr`: flamegraph for the _current_ trace - `curr-vs-base`: differential flame graph showing _base_ vs _current_ on the _current_ trace 1. You can later go back to generated diffs using `./bench-flame-diff.sh open` # Misc ## Enabling stack sampling in Benchmark traces This can be done in CLI or by editing `build.gradle`. Full documentation is [here](https://developer.android.com/topic/performance/benchmarking/microbenchmark-profile). Quick CLI example: ``` # pick a target benchmark tgt=:compose:foundation:foundation-benchmark:connectedCheck # create a regex that targets a specific benchmark (test) test_rx="androidx.compose.foundation.benchmark.lazy.LazyListScrollingBenchmark.scrollProgrammatically_noNewItems\[.*Row.*\]" # run the benchmark and gather a 5 second (default) stack sample at 1000 Hz (default) ./gradlew $tgt -Pandroid.testInstrumentationRunnerArguments.tests_regex="$test_rx" \ -P android.testInstrumentationRunnerArguments.androidx.benchmark.profiling.mode=StackSampling \ -P android.testInstrumentationRunnerArguments.androidx.benchmark.profiling.sampleDurationSeconds=5 \ -P android.testInstrumentationRunnerArguments.androidx.benchmark.profiling.sampleFrequency=1000 ``` ## CLI completion Generate shell-specific completion files with `./generate-completion.sh`. Then, source in your shell config, e.g.: - For `bash`: `dst="$(pwd)/completion_bash.sh"; echo "source '$dst'" >> ~/.bashrc` - For `zsh`: `dst="$(pwd)/completion_zsh.sh"; echo "source '$dst'" >> ~/.zshrc` After restarting the shell session, you will be able to 'tab-autocomplete' commands and argument names. # Dependencies On top of dependencies discoverable with `./gradlew app:dependencies` the project depends on: - https://github.com/brendangregg/FlameGraph - https://android.googlesource.com/platform/system/extras/+/refs/heads/main/simpleperf/scripts Both are fetched from the network in the `init` command and pinned to known-good-revisions. # Reporting issues File an issue on Buganizer using [this link](https://b.corp.google.com/issues/new?component=1229612&hotlistIds=3622386&hotlistIds=5709693&assignee=jgielzak@google.com&title=bench-flame-diff:%20) or reach out directly to [jgielzak@](http://go/moma/chat?with=jgielzak). Known issues and future work items are tracked [here](https://b.corp.google.com/hotlists/5709693).