pprof support for Node.js
pprof support for Node.js.
Prerequisites
- Your application will need to be using Node.js 10.4.1 or greater, or any
version of Node 12.
The profiler should not be enabled when using earlier versions of Node 10,
since versions of Node.js 10 prior to 10.4.1 are impacted by
this issue,
which can cause garbage collection to take several minutes when heap profiling
is enabled.
-
The
pprofmodule has a native component that is used to collect profiles
with v8's CPU and Heap profilers. You may need to install additional
dependencies to build this module.- For Linux:
pprofhas prebuilt binaries available for Linux and Alpine
Linux for Node 10, 11 and 12. No additional dependencies are required. - For other environments: when using
@google-cloud/profileron environments
thatpprofdoes not have prebuilt binaries for, the module
node-gypwill be used to
build binaries. Seenode-gyp's
documentation
for information on dependencies required to build binaries withnode-gyp.
- For Linux:
-
The
pprofCLI can be used to view profiles collected with
this module. Instructions for installing thepprofCLI can be found
here.
Basic Set-up
Install pprof with npm or add to your package.json.
# Install through npm while saving to the local 'package.json'
npm install --save pprofUsing the Profiler
Collect a Wall Time Profile
In code:
-
Update code to collect and save a profile:
const profile = await pprof.time.profile({ durationMillis: 10000, // time in milliseconds for which to // collect profile. }); const buf = await pprof.encode(profile); fs.writeFile('wall.pb.gz', buf, (err) => { if (err) throw err; });
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View the profile with command line
pprof:pprof -http=: wall.pb.gz
Requiring from the command line
-
Start program from the command line:
node --require pprof app.js
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A wall time profile for the job will be saved in
pprof-profile-${process.pid}.pb.gz. View the profile with command line
pprof:pprof -http=: pprof-profile-${process.pid}.pb.gz
Collect a Heap Profile
-
Enable heap profiling at the start of the application:
// The average number of bytes between samples. const intervalBytes = 512 * 1024; // The maximum stack depth for samples collected. const stackDepth = 64; heap.start(intervalBytes, stackDepth);
-
Collect heap profiles:
-
Collecting and saving a profile in profile.proto format:
const profile = await pprof.heap.profile(); const buf = await pprof.encode(profile); fs.writeFile('heap.pb.gz', buf, (err) => { if (err) throw err; })
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View the profile with command line
pprof.pprof -http=: heap.pb.gz
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Collecting a heap profile with V8 allocation profile format:
const profile = await pprof.heap.v8Profile();
-