Adding search load for hybrid query with sort

[martin-gaievski]

Description

Adding procedure for existing workload for semantic search https://github.com/opensearch-project/opensearch-benchmark-workloads/tree/main/noaa_semantic_search that were added under #291.

New procedure is focused on performing hybrid and bool search queries when sort and search_after options are set.

This is needed for new sorting related features in hybrid query:

• [RFC] Sorting in Hybrid Search neural-search#866
• [RFC] Pagination in Hybrid query neural-search#933

[Describe how this change was tested]
Stability of OSB tested with this PR: opensearch-project/opensearch-benchmark#727

Run following two commands.
First one creates index and ingests documents from NOAA dataset:

opensearch-benchmark execute-test --workload-path="/home/user/dev/opensearch/opensearch-benchmark-workloads/noaa_semantic_search/" --workload-params="/home/user/dev/opensearch/opensearch-benchmark-workloads/noaa_semantic_search/params/one_replica_no_concurrent_segment_search.json" --pipeline=benchmark-only --client-options=timeout:30 --target-host=localhost:9200 --kill-running-processes --test-procedure="create-and-index"

second command executes the new test procedure with all new search queries:

opensearch-benchmark execute-test --workload-path="/home/user/dev/opensearch/opensearch-benchmark-workloads-second/noaa_semantic_search/" --workload-params="/home/user/dev/opensearch/opensearch-benchmark-workloads/noaa_semantic_search/params/one_replica_no_concurrent_segment_search.json" --pipeline=benchmark-only --client-options=timeout:30 --target-host=localhost:9200 --kill-running-processes --test-procedure="hybrid-search-sorting"

Backport to Branches:

• 6
• 7
• 1
• 2
• 3

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[IanHoang]

Can you add these new queries and test procedures to the README?

[martin-gaievski]

Can you add these new queries and test procedures to the README?

@IanHoang Updated README with new procedure and also rebased on latest main branch.

[martin-gaievski]

@IanHoang I've addressed your comments, do you have more requests or this can be merged?

[IanHoang]

@martin-gaievski Looks good to me. Only backporting to branches 2 and 3 since those are the only branches that have noaa_semantic_search.