> Generate a flame graph using [async-profiler](https://github.com/jvm-profiling-tools/async-profiler) The `profiler` command supports generate flame graph for application hotspots. The basic usage of the `profiler` command is `profiler action [actionArg]` ### Supported Options |Name|Specification| |---:|:---| |*action*|Action to execute| |*actionArg*|Attribute name pattern| |[i:]|sampling interval in ns (default: 10'000'000, i.e. 10 ms)| |[f:]|dump output to specified directory| |[d:]|run profiling for specified seconds| |[e:]|which event to trace (cpu, alloc, lock, cache-misses etc.), default value is cpu| ### View all supported actions `profiler actions`{{execute T2}} ```bash $ profiler actions Supported Actions: [resume, dumpCollapsed, getSamples, start, list, execute, version, stop, load, dumpFlat, actions, dumpTraces, status] ``` ### View version `profiler version`{{execute T2}} ```bash $ profiler version Async-profiler 1.6 built on Sep 9 2019 Copyright 2019 Andrei Pangin ``` ### Start profiler `profiler start -e itimer`{{execute T2}} ``` $ profiler start Started [cpu] profiling ``` > By default, the sample event is `cpu`. Can be specified with the `--event` parameter. > Since katacoda environment doesn't support `perf_events`,here use `-e itimer` to specify event to be `itimer` ### Get the number of samples collected `profiler getSamples`{{execute T2}} ``` $ profiler getSamples 23 ``` ### View profiler status `profiler status`{{execute T2}} ```bash $ profiler status [cpu] profiling is running for 4 seconds ``` Can view which `event` and sampling time. ### Stop profiler #### Generating html format results By default, the result file is `html` format. You can also specify it with the `--format` parameter: `profiler stop --format html`{{execute T2}} ```bash $ profiler stop --format html profiler output file: /tmp/test/arthas-output/20211207-111550.html OK ``` Or use the file name name format in the `--file` parameter. For example, `--file /tmp/result.html`. `profiler stop --file /tmp/result.html`{{execute T2}} ### View profiler results under arthas-output via browser By default, arthas uses http port 8563, which can be opened: https://[[HOST_SUBDOMAIN]]-8563-[[KATACODA_HOST]].environments.katacoda.com/arthas-output/ View the `arthas-output` directory below Profiler results: ![](https://arthas.aliyun.com/doc/_images/arthas-output.jpg) Click to view specific results: ![](https://arthas.aliyun.com/doc/_images/arthas-output-svg.jpg) > If using the chrome browser, may need to be refreshed multiple times. ### Profiler supported events `profiler list`{{execute T2}} Under different platforms and different OSs, the supported events are different. For example, under macos: ```bash $ profiler list Basic events: cpu alloc lock wall itimer ``` Under linux ```bash $ profiler list Basic events: cpu alloc lock wall itimer Perf events: page-faults context-switches cycles instructions cache-references cache-misses branches branch-misses bus-cycles L1-dcache-load-misses LLC-load-misses dTLB-load-misses mem:breakpoint trace:tracepoint ``` If you encounter the permissions/configuration issues of the OS itself and then missing some events, you can refer to the [async-profiler](https://github.com/jvm-profiling-tools/async-profiler) documentation. You can use the `--event` parameter to specify the event to sample, such as sampling the `alloc` event: `profiler start --event alloc`{{execute T2}} ```bash $ profiler start --event alloc ``` ### Resume sampling `profiler resume`{{execute T2}} ```bash $ profiler resume Started [cpu] profiling ``` The difference between `start` and `resume` is: `start` is the new start sampling, `resume` will retain the data of the last `stop`. You can verify the number of samples by executing `profiler getSamples`. ### Use `execute` action to execute complex commands `profiler execute 'start,framebuf=5000000'`{{execute T2}} For example, start sampling: ```bash profiler execute 'start,framebuf=5000000' ``` Stop sampling and save to the specified file: `profiler execute 'stop,file=/tmp/result.html'`{{execute T2}} ```bash profiler execute 'stop,file=/tmp/result.html' ``` Specific format reference: [arguments.cpp](https://github.com/jvm-profiling-tools/async-profiler/blob/v2.5/src/arguments.cpp#L50)