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Fix RangeParameterConfig in from_config.py returns ChoiceParameter instead of RangeParameter #4599 #4910

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Fix RangeParameterConfig in from_config.py returns ChoiceParameter instead of RangeParameter #4599 #4910

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18 changes: 9 additions & 9 deletions ax/api/utils/instantiation/from_config.py
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Original file line number Diff line number Diff line change
Expand Up @@ -50,21 +50,21 @@ def parameter_from_config(
"The range of the parameter must be evenly divisible by the "
"step size."
)

return ChoiceParameter(
return RangeParameter(
name=config.name,
parameter_type=_parameter_type_converter(config.parameter_type),
values=[*np.arange(lower, upper + step_size, step_size)],
is_ordered=True,
lower=lower,
upper=upper,
log_scale=config.scaling == "log",
)

return RangeParameter(
return ChoiceParameter(
name=config.name,
parameter_type=_parameter_type_converter(config.parameter_type),
lower=lower,
upper=upper,
log_scale=config.scaling == "log",
values=[*np.arange(lower, upper + step_size, step_size)],
is_ordered=True,
)


elif isinstance(config, DerivedParameterConfig):
return DerivedParameter(
name=config.name,
Expand Down