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[DRAFT] call_jax sets the JAX contextual mesh#9043

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tengyifei wants to merge 3 commits intomasterfrom
yifeit/call-jax-mesh-2
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[DRAFT] call_jax sets the JAX contextual mesh#9043
tengyifei wants to merge 3 commits intomasterfrom
yifeit/call-jax-mesh-2

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Now we can run a JAX SPMD function that accesses the ambient SPMD mesh
from xb.call_jax.

Fixes #8972.

Also I beefed up the assume_pure tests and updated the docs to mention
that mark_sharding is supported thanks to qihqi@'
#8989.
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