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kishorenc avatar kishorenc commented on May 20, 2024

@gut4 As far as the underlying design goes, thousands of collections is not a problem as the in-memory overhead associated with each collection is minimal. All documents (across all collections) are stored in a single RocksDB store on disk, so disk performance is also the same as storing all documents in a single collection. We also only do O(1) per-collection lookups during indexing and searching so no impact there as well.

As for benchmarking, you can create a few thousand collections and index them with the kind of data you would be using in your actual production application. That would give you a sense of how the indexing performs. To test the search performance, you can run a benchmark using a tool like siege.

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