Task: Efficient Multiple Filter Application for Pandas DataFrame/Series

Task: Efficient Multiple Filter Application for Pandas DataFrame/Series: a task in Terminal-Lego-15k (Harbor dataset). Implement an efficient filtering system that applies multiple relational operator filters to a Pandas DataFrame or Series without unnecessary data copying. The solution should…

The task

Implement an efficient filtering system that applies multiple relational operator filters to a Pandas DataFrame or Series without unnecessary data copying. The solution should accept a dictionary of filter conditions and return the filtered result using boolean indexing rather than `reindex()`.

Part of PrimeIntellect/Terminal-Lego-15k.