BUG: Fix equality behavior for Literal ops #2387
Merged
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The Problem
Currently the equality method for Literal is ill defined, e.g.:
This IMO is bad behavior because it breaks the contract of equal and hashcode (if a == b, then hash(a) must == hash(b)).
What's even worse:
Here a and b are totally different objects.
The Fix
The PR proposes a fix where we also checks the dtype equality in literal equality check.
This fix deals with the two problems above. However, it does change some existing behavior:
Before the PR:
After the PR:
I'd like to be more careful with this and hear what other people think. I think after PR behavior is more correct but might break people's code if they are relying the correct behavior. Thoughts?