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Well it is compiled to byte code in a first step, and this byte code then gets processed by the interpreter. Now Java does the exact same thing: gets compiled to byte code which then gets executed by the jvm (java virtual machine), which is essentially a interpreter that is just a little simpler than the python one (has fewer types for example). And yet, nobody talks about a java interpreter
I think there's several reasons for that, not the least of which is that you can't distribute python bytecode.
With java, I run through an intentional compilation step and then ship the jar file to my consumers. I'd never ship a .pyc to the field.
In python (specifically cpython), that step is just an implementation detail of the interpreter/runtime.
If you ever used something other than the default python interpreter, it probably wouldn't implement the same bytecode subsystem under the hood. Python bytecode isn't part of the spec.