[Feature] Remove Bloom Filter for Dictionary Encoded Tags

[hanahmily]

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• I had searched in the issues and found no similar feature requirement.

Description

We need to consider removing the Bloom filter from tags that are encoded using the dictionary. Since the dictionary can provide the existing check, the tags that utilize dictionary encoding do not require a Bloom filter.

Proposed Changes:

• Analyze the current implementation of Bloom filters in relation to dictionary encoded tags.
• Identify necessary modifications to remove the Bloom filter.
• Test the impact of this change on performance and accuracy within the stream model and secondary index.

Use case

This improvement is aimed explicitly at the stream model and the secondary index skipping filter.

Related issues

No response

Are you willing to submit a pull request to implement this on your own?

• Yes I am willing to submit a pull request on my own!

Code of Conduct

• I agree to follow this project's Code of Conduct

[ButterBright]

I'd like to work on this issue.