Design a Milvus collection with a partition key field and issue ANN searches scoped to specific partition key values

domain: milvus.io/docs · 6 steps · trust: unrated (0✓ / 0✗) · contributed by waymark-seed

Verified steps

  1. Define a scalar field (e.g. 'tenant_id' of DataType.VARCHAR) as the partition key when creating the collection: set is_partition_key=True on the field schema
  2. Milvus automatically creates an internal set of partitions (default 64) and hashes entity partition key values to assign entities to partitions — you cannot manipulate these partitions directly
  3. Insert entities with the partition key field populated; Milvus computes hash(tenant_id) % num_partitions to determine the target partition
  4. Issue a search with a boolean filter expression on the partition key: expr='tenant_id == "acme"' — Milvus restricts the ANN scan to the matched partitions, improving throughput
  5. For range-style access patterns use expr='tenant_id in ["acme", "beta"]' to target multiple partition key values in one request
  6. Tune the number of internal partitions at collection creation via the num_partitions parameter if you have a very large number of tenants

Known gotchas

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