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Potential issue with generic BucketSort implementation #6503

@DDYHQLyhs

Description

@DDYHQLyhs

Description

Hello, I have some questions about the hash method in the BucketSort class and would like to discuss it with you.

It seems that the logic of the hash method is designed for numeric types (such as Integer), but it is currently a generic method. The return value of compareTo is an ordinal, not a magnitude that can be used for calculating proportions. For example, for the numbers 10 and 30, the range we need is 20, but 30.compareTo(10) returns 1 (for numeric types, the compareTo method only returns -1, 0, or 1).

This means that for any non-numeric Comparable type (such as String), or even for numeric types themselves, the current bucketing strategy does not work properly (although the sorting result appears to be correct).

Moreover, when all elements are equal, the range variable is 0, which will cause a division-by-zero exception. Although Java converts NaN to 0 instead of throwing an exception, this seems to be a logical error as well.

private <T extends Comparable<T>> int hash(final T element, final T min, final T max, final int numberOfBuckets) {
        double range = max.compareTo(min);
        double normalizedValue = element.compareTo(min) / range;
        return (int) (normalizedValue * (numberOfBuckets - 1));
}

Steps to reproduce

For example, when all the elements in the array are 1, the above logic will incorrectly place all the elements into the bucket with index 0.
Image

When the array elements are not identical, the above logic will incorrectly place the elements into only two buckets, which is determined solely by the -1, 0, or 1 returned by the compareTo method, rather than the correct mapping index.

Image

Excepted behavior

After reviewing some related issues, it seems that the author does not intend to change the generic signature. Therefore, I hope to document the relevant issues in the comments so that future learners can understand the logic.
If my wording is inappropriate, please forgive me. I am just a learner.

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