SearchIterator()

This operation creates a search iterator that retrieves ANN search results in batches. Use this for large result sets that should not be loaded into memory all at once.

func (c *Client) SearchIterator(ctx context.Context, option SearchIteratorOption, callOptions ...grpc.CallOption) (SearchIterator, error)

Request Syntax

client.SearchIterator(ctx, milvusclient.NewSearchIteratorOption(collectionName, vector).
    WithBatchSize(batchSize).
    WithIteratorLimit(limit).
    WithPartitions(partitionNames...).
    WithFilter(expr).
    WithOutputFields(fieldNames...).
    WithConsistencyLevel(consistencyLevel).
    WithANNSField(annsField).
    WithAnnParam(ap),
)

PARAMETERS:

• collectionName (string)

  The name of the target collection.

• vector (entity.Vector)

  The query vector to search with.

BUILDER METHODS:

• NewSearchIteratorOption(collectionName string, vector entity.Vector) -

  [REQUIRED]

  Creates a new search iterator option for the specified collection and query vector.

• WithBatchSize(batchSize int) -

  The number of entities to return per iteration batch. Default: 1000.

• WithIteratorLimit(limit int64) -

  The maximum total number of entities to iterate over. A negative value means unlimited. Default: Unlimited (-1).

• WithPartitions(partitionNames ...string) -

  The partitions to search. If not specified, all partitions are searched.

• WithNamespace(namespace string) -

  Scopes the search iterator to a collection namespace.

• WithFilter(expr string) -

  A boolean expression to filter entities. Only entities matching the expression are returned.

• WithTemplateParam(key string, val any) -

  Sets a template parameter for expression evaluation.

• WithOffset(offset int) -

  Sets the number of results to skip before returning matches.

• WithOutputFields(fieldNames ...string) -

  The fields to include in the returned entities.

• WithConsistencyLevel(consistencyLevel [entity.ConsistencyLevel](../Collection/ConsistencyLevel.md)) -

  The consistency level for the search. Default: Bounded.

• WithANNSField(annsField string) -

  Specifies the vector field to search on when a collection has multiple vector fields.

• WithGroupByField(groupByField string) -

  Groups search results by the specified field.

• WithGroupSize(groupSize int) -

  Sets the number of results to return per group when grouping is enabled.

• WithStrictGroupSize(strictGroupSize bool) -

  Enforces strict group size limits.

• WithIgnoreGrowing(ignoreGrowing bool) -

  Ignores growing segments during the search.

• WithAnnParam(ap [index.AnnParam](AnnParam/AnnParam.md)) -

  Sets the approximate nearest neighbor search parameters (e.g., nprobe, ef).

• WithSearchParam(key, value string) -

  Sets a custom search parameter key-value pair.

RETURNS:

SearchIterator, error

The SearchIterator interface provides paginated access to search results. Call Next() repeatedly until io.EOF is returned.

ERROR HANDLING:

• error - The specified collection does not exist, the server does not support search iterators, invalid parameters, or the server is unreachable.

Example

import (
    "context"
    "fmt"
    "io"

    "github.com/milvus-io/milvus/client/v3/entity"
    "github.com/milvus-io/milvus/client/v3/milvusclient"
)

ctx, cancel := context.WithCancel(context.Background())
defer cancel()

cli, err := milvusclient.New(ctx, &milvusclient.ClientConfig{
    Address: milvusAddr,
})
if err != nil {
    // handle error
}
defer cli.Close(ctx)

queryVector := entity.FloatVector([]float32{0.3580376395471989, -0.6023495712049978, 0.18414012509913835})

iter, err := cli.SearchIterator(ctx, milvusclient.NewSearchIteratorOption("quick_setup", queryVector).
    WithBatchSize(500).
    WithIteratorLimit(1000),
)
if err != nil {
    // handle error
}

for {
    rs, err := iter.Next(ctx)
    if err == io.EOF {
        break
    }
    if err != nil {
        // handle error
    }
    fmt.Printf("Got %d results\n", rs.Len())
}

SearchIterator

The SearchIterator interface returned by the SearchIterator() method. It has a single method:

• Next(ctx context.Context) -

  Returns the next batch of search results as a ResultSet. When all results have been consumed, returns io.EOF as the error.