[feat] Sort SQL result tuples for fair comparison during evaluation #159

[lucaordronneau]

Description

This feature was created to provide a better comparison when evaluating the Bird dataset. With the use of generative models for SQL generation, the SQL clauses in the SELECT statement are not always in the same order (see issue #159)

Example

Ground Truth: SELECT price, user FROM <table>
Prediction: SELECT user, price FROM <table>

In the evaluation of the Bird dataset, this case is not taken into account. This improvement integrates a sorting mechanism for the tuples resulting from the SQL query execution to ensure consistent evaluation.

Changes:

• Added sorting of tuples in the SQL query results for accurate comparison.
• Updated evaluation logic to handle the sorted clauses.

[CLAassistant]

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