How can I monitor the memory usage of Node.js?
The built-in process module has a method memoryUsage that offers insight in the memory usage of the current Node.js process. Here is an example from in Node v0.12.2 on a 64-bit system:
$ node --expose-gc
> process.memoryUsage(); // Initial usage
{ rss: 19853312, heapTotal: 9751808, heapUsed: 4535648 }
> gc(); // Force a GC for the baseline.
undefined
> process.memoryUsage(); // Baseline memory usage.
{ rss: 22269952, heapTotal: 11803648, heapUsed: 4530208 }
> var a = new Array(1e7); // Allocate memory for 10m items in an array
undefined
> process.memoryUsage(); // Memory after allocating so many items
{ rss: 102535168, heapTotal: 91823104, heapUsed: 85246576 }
> a = null; // Allow the array to be garbage-collected
null
> gc(); // Force GC (requires node --expose-gc)
undefined
> process.memoryUsage(); // Memory usage after GC
{ rss: 23293952, heapTotal: 11803648, heapUsed: 4528072 }
> process.memoryUsage(); // Memory usage after idling
{ rss: 23293952, heapTotal: 11803648, heapUsed: 4753376 }
In this simple example, you can see that allocating an array of 10M elements consumers approximately 80MB (take a look at heapUsed
).
If you look at V8's source code (Array::New, Heap::AllocateRawFixedArray, FixedArray::SizeFor), then you'll see that the memory used by an array is a fixed value plus the length multiplied by the size of a pointer. The latter is 8 bytes on a 64-bit system, which confirms that observed memory difference of 8 x 10 = 80MB makes sense.
You can use node.js memoryUsage
const formatMemmoryUsage = (data: any) => `${Math.round(data / 1024 / 1024 * 100) / 100} MB`
const memoryData = process.memoryUsage()
const memmoryUsage: {
rss: `${formatMemmoryUsage(memoryData.rss)} -> Resident Set Size - total memory allocated for the process execution`,
heapTotal: `${formatMemmoryUsage(memoryData.heapTotal)} -> total size of the allocated heap`,
heapUsed: `${formatMemmoryUsage(memoryData.heapUsed)} -> actual memory used during the execution`,
external: `${formatMemmoryUsage(memoryData.external)} -> V8 external memory`,
}
console.log(memoryUsage)
/*
{
"rss": "177.54 MB -> Resident Set Size - total memory allocated for the process execution",
"heapTotal": "102.3 MB -> total size of the allocated heap",
"heapUsed": "94.3 MB -> actual memory used during the execution",
"external": "3.03 MB -> V8 external memory"
}
*/
Also, if you'd like to know global memory rather than node process':
var os = require('os');
os.freemem();
os.totalmem();
See documentation
The original memwatch is essentially dead. Try memwatch-next instead, which seems to be working well on modern versions of Node.
node-memwatch : detect and find memory leaks in Node.JS code. Check this tutorial Tracking Down Memory Leaks in Node.js
On Linux/Unix (note: Mac OS is a Unix) use top
and press M (Shift+M) to sort processes by memory usage.
On Windows use the Task Manager.