Support `entropy` in Aggregation function

[Weijun-H]

Is your feature request related to a problem or challenge?

Calculates Shannon entropy of a column of values.

Describe the solution you'd like

D CREATE TABLE entropy (vals UInt32,strings String);
D INSERT INTO entropy VALUES (1, 'A'), (1, 'A'), (1,'A'), (1,'A'), (2,'B'), (2,'B'), (2,'C'), (2,'D');
D
D SELECT entropy(vals), entropy(strings) FROM entropy;
┌───────────────┬──────────────────┐
│ entropy(vals) │ entropy(strings) │
│    double     │      double      │
├───────────────┼──────────────────┤
│           1.0 │             1.75 │
└───────────────┴──────────────────┘

Describe alternatives you've considered

No response

Additional context

https://duckdb.org/docs/sql/functions/aggregates#entropyx
https://clickhouse.com/docs/en/sql-reference/aggregate-functions/reference/entropy

[dharanad]

Haven't worked on a problem like this before. I would like to give this a try.

[thinh2]

take

[alamb]

Given #12357 we may want to move this function to some other repo rather than the core

[thinh2]

thank for notify @alamb

[alamb]

Suggestion: #12254 (comment)

[alamb]

We are going to implement these in a different repository so closing this ticket to avoid: #12254 (comment)