!multiprocessing --- Process-based parallelism — Proxy Objects
A proxy is an object which refers to a shared object which lives (presumably) in a different process.
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A proxy is an object which refers to a shared object which lives (presumably) in a different process. The shared object is said to be the referent of the proxy. Multiple proxy objects may have the same referent.
A proxy object has methods which invoke corresponding methods of its referent (although not every method of the referent will necessarily be available through the proxy). In this way, a proxy can be used just like its referent can
>>> mp_context = multiprocessing.get_context('spawn') >>> manager = mp_context.Manager() >>> l = manager.list([ii for i in range(10)]) >>> print(l) [0, 1, 4, 9, 16, 25, 36, 49, 64, 81] >>> print(repr(l)) >>> l[4] 16 >>> l[2:5] [4, 9, 16]
Notice that applying str to a proxy will return the representation of the referent, whereas applying repr will return the representation of the proxy.
An important feature of proxy objects is that they are picklable
Attribution: Adapted from Python Documentation under PSF-2.0. Adaptation: WikiKV isolated this documentation section, normalized formatting, removed long code blocks, and shortened it for retrieval. Verify version-sensitive details at the source.
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Python Documentation — Doc/library/multiprocessing.rst :: Proxy Objects ↗Revision 948fd7e5c084 · PSF-2.0