felipecrv commented on PR #44230:
URL: https://github.com/apache/arrow/pull/44230#issuecomment-2375491612

   > One question, `jax.numpy.from_dlpack` ("Returns a Array representation of 
a DLPack tensor") and `jax.dlpack.from_dlpack` ("Construct a JAX array via 
DLPack") seem like redundant APIs, do JAX users tend to understand which is 
which or could we make it clear why a user would pick one or other in this 
example?
   
   Yes. JAX itself is a nice to use Python library wrapping the XLA compiler. 
Then it provides public interfaces inspired by famous Python libraries: there 
is `jax.numpy` and `jax.scipy` for instance. `jax.dlpack` is the standalone 
entrypoint to `dlpack` code in case you are not using JAX via the familiar 
interfaces.
   
   


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