automl / automl/HPOlibConfigSpace
get_array after get_default_configuration contains wrong values
- Dominant language
- Python
- Stars
- 8
- Forks
- 9
- PR merge metrics
- No merged PRs in 30d
Description
I was trying to setup a simple all-continuous PCS (code below).
```
import ConfigSpace as CS
cs = CS.ConfigurationSpace()
for i in range(5):
cs.add_hyperparameter(CS.UniformFloatHyperparameter('x%i'%i, i-1, i+1, i ))
default = cs.get_default_configuration()
print(cs.get_hyperparameters())
print(default.get_dictionary())
print(default.get_array())
```
Running above code, I get the following output (slightly reformatted to improve readability):
```
[ x0, Type: UniformFloat, Range: [-1.0, 1.0], Default: 0.0,
x1, Type: UniformFloat, Range: [0.0, 2.0], Default: 1.0,
x2, Type: UniformFloat, Range: [1.0, 3.0], Default: 2.0,
x3, Type: UniformFloat, Range: [2.0, 4.0], Default: 3.0,
x4, Type: UniformFloat, Range: [3.0, 5.0], Default: 4.0]
{'x2': 2.0, 'x3': 3.0, 'x4': 4.0, 'x0': 0.0, 'x1': 1.0}
[ 0.5 0.5 0.5 0.5 0.5]
```
The last line should be [0,1,2,3,4], but instead consists of 0.5 everywhere.
Contributor guide
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Research direction
Reproduce the issue with the Python snippet, then read the implementations of get_default_configuration, get_dictionary, and get_array to trace how default values are converted. Add or update a regression test for the reported case; done means get_array() returns [0, 1, 2, 3, 4] for the five default hyperparameters.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- tooling
- Issue type
- Bug
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Clearly specified
- Newbie friendliness
- 45/100