Codegen support for bool #1524
Codegen support for bool #1524
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Codecov Report
@@ Coverage Diff @@
## main #1524 +/- ##
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+ Coverage 100.0% 100.0% +0.1%
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Files 228 228
Lines 15629 15658 +29
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+ Hits 15621 15650 +29
Misses 8 8
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bchen1116
requested review from
dsherry,
freddyaboulton,
angela97lin,
christopherbunn,
eccabay,
jeremyliweishih and
ParthivNaresh
and removed request for
dsherry and
freddyaboulton
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@bchen1116 I think this is great! Thanks for making the fix. I left a couple of non-blocking comments about testing and handling non-json-serializable types.
| try: | ||
| json.dumps(v) | ||
| except TypeError: | ||
| raise TypeError(f"Value {v} of type {type(v)} cannot be JSON-serialized") |
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@bchen1116 for what types does this error occur? Should we add test coverage of those cases?
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It errors out for lots of python-specific types. I can add more coverage of that in the tests
fix #1495
Add support for pythonic types that JSON doesn't normally support, like boolean and None values.
I didn't add in support/tests for Python objects (like Datetime) or tuples (which get converted to lists by
json.dumpsand remains a list afterjson.loads) since these seem to be edge cases and are unlikely to be params in pipelines/pipeline hyperparameters. Certainly down to discuss this if it is otherwise important to have support for these/other cases!