Better error descriptions from Standardization
Open
feature
priority: undecided
Standardization
under discussion
- Dominant language
- Scala
- Stars
- 33
- Forks
- 16
- PR merge metrics
- No merged PRs in 30d
Description
## Background
When Standardization fails on a value the error provided is often not very informative.
## Feature
Make the messages in the `errCol` much more informative to better hint what went wrong.
## Example
For a Byte column trying to Standardize `1024` value -> _Byte size type overflow_
Similarly for Fractional types, not just Integral ones
For an Integer column trying on `3.14` -> _Loss of precision_
Not adhering to pattern fail.
...
Contributor guide
Assessment
This issue has not been assessed yet.