Package io.milvus.client
Interface MilvusClient
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- All Known Implementing Classes:
AbstractMilvusGrpcClient,MilvusServiceClient
public interface MilvusClientThe Milvus Client Interface
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Method Summary
All Methods Instance Methods Abstract Methods Default Methods Modifier and Type Method Description R<RpcStatus>alterAlias(AlterAliasParam requestParam)Alters alias from a collection to another.R<CalcDistanceResults>calcDistance(CalcDistanceParam requestParam)Calculates the distance between the specified vectors.default voidclose()Disconnects from a Milvus server with timeout of 1 minutevoidclose(long maxWaitSeconds)Disconnects from a Milvus server with configurable timeout.R<RpcStatus>createAlias(CreateAliasParam requestParam)Creates an alias for a collection.R<RpcStatus>createCollection(CreateCollectionParam requestParam)Creates a collection in Milvus.R<RpcStatus>createIndex(CreateIndexParam requestParam)Creates an index on a vector field in the specified collection.R<RpcStatus>createPartition(CreatePartitionParam requestParam)Creates a partition in the specified collection.R<MutationResult>delete(DeleteParam requestParam)Deletes entity(s) based on primary key(s) filtered by boolean expression.R<DescribeCollectionResponse>describeCollection(DescribeCollectionParam requestParam)Shows the details of a collection, e.g.R<DescribeIndexResponse>describeIndex(DescribeIndexParam requestParam)Shows the information of the specified index.R<RpcStatus>dropAlias(DropAliasParam requestParam)Drops an alias for the specified collection.R<RpcStatus>dropCollection(DropCollectionParam requestParam)Drops a collection.R<RpcStatus>dropIndex(DropIndexParam requestParam)Drops the index on a vector field in the specified collection.R<RpcStatus>dropPartition(DropPartitionParam requestParam)Drops a partition.R<GetCollectionStatisticsResponse>getCollectionStatistics(GetCollectionStatisticsParam requestParam)Shows the statistics information of a collection.R<GetCompactionStateResponse>getCompactionState(GetCompactionStateParam requestParam)Gets the compaction state by id.R<GetCompactionPlansResponse>getCompactionStateWithPlans(GetCompactionPlansParam requestParam)Gets compaction state with its plan.R<GetFlushStateResponse>getFlushState(GetFlushStateParam requestParam)Get flush state of specified segments.R<GetIndexBuildProgressResponse>getIndexBuildProgress(GetIndexBuildProgressParam requestParam)Shows the index building progress, such as how many rows are indexed.R<GetIndexStateResponse>getIndexState(GetIndexStateParam requestParam)Shows the index building state(in-progress/finished/failed), and the reason for failure (if any).R<GetMetricsResponse>getMetrics(GetMetricsParam requestParam)Gets the runtime metrics information of Milvus, returns the result in .json format.R<GetPartitionStatisticsResponse>getPartitionStatistics(GetPartitionStatisticsParam requestParam)Shows the statistics information of a partition.R<GetPersistentSegmentInfoResponse>getPersistentSegmentInfo(GetPersistentSegmentInfoParam requestParam)Gets the information of persistent segments from data node, including row count, persistence state(growing or flushed), etc.R<GetQuerySegmentInfoResponse>getQuerySegmentInfo(GetQuerySegmentInfoParam requestParam)Gets the query information of segments in a collection from query node, including row count, memory usage size, index name, etc.R<Boolean>hasCollection(HasCollectionParam requestParam)Checks if a collection exists.R<Boolean>hasPartition(HasPartitionParam requestParam)Checks if a partition exists in the specified collection.R<MutationResult>insert(InsertParam requestParam)Inserts entities into a specified collection.R<RpcStatus>loadBalance(LoadBalanceParam requestParam)Moves segment from a query node to another to keep the load balanced.R<RpcStatus>loadCollection(LoadCollectionParam requestParam)Loads a collection to memory before search or query.R<RpcStatus>loadPartitions(LoadPartitionsParam requestParam)Loads a partition into memory.R<ManualCompactionResponse>manualCompaction(ManualCompactionParam requestParam)Performs a manual compaction.R<QueryResults>query(QueryParam requestParam)Queries entity(s) based on scalar field(s) filtered by boolean expression.R<RpcStatus>releaseCollection(ReleaseCollectionParam requestParam)Releases a collection from memory to reduce memory usage.R<RpcStatus>releasePartitions(ReleasePartitionsParam requestParam)Releases a partition from memory.R<SearchResults>search(SearchParam requestParam)Conducts ANN search on a vector field.R<ShowCollectionsResponse>showCollections(ShowCollectionsParam requestParam)Lists all collections or gets collection loading status.R<ShowPartitionsResponse>showPartitions(ShowPartitionsParam requestParam)Shows all partitions in the specified collection.MilvusClientwithTimeout(long timeout, TimeUnit timeoutUnit)Timeout setting for rpc call.
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Method Detail
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withTimeout
MilvusClient withTimeout(long timeout, TimeUnit timeoutUnit)
Timeout setting for rpc call.- Parameters:
timeout- set time waiting for a rpc call.timeoutUnit- time unit
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close
default void close()
Disconnects from a Milvus server with timeout of 1 minute
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close
void close(long maxWaitSeconds) throws InterruptedExceptionDisconnects from a Milvus server with configurable timeout.- Parameters:
maxWaitSeconds- timeout unit: second- Throws:
InterruptedException
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hasCollection
R<Boolean> hasCollection(HasCollectionParam requestParam)
Checks if a collection exists.- Parameters:
requestParam-HasCollectionParam- Returns:
- {status:result code, data: boolean, whether if has collection or not}
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createCollection
R<RpcStatus> createCollection(CreateCollectionParam requestParam)
Creates a collection in Milvus.- Parameters:
requestParam-CreateCollectionParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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dropCollection
R<RpcStatus> dropCollection(DropCollectionParam requestParam)
Drops a collection. Note that this method drops all data in the collection.- Parameters:
requestParam-DropCollectionParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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loadCollection
R<RpcStatus> loadCollection(LoadCollectionParam requestParam)
Loads a collection to memory before search or query.- Parameters:
requestParam-LoadCollectionParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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releaseCollection
R<RpcStatus> releaseCollection(ReleaseCollectionParam requestParam)
Releases a collection from memory to reduce memory usage. Note that you cannot search while the corresponding collection is released from memory.- Parameters:
requestParam-ReleaseCollectionParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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describeCollection
R<DescribeCollectionResponse> describeCollection(DescribeCollectionParam requestParam)
Shows the details of a collection, e.g. name, schema.- Parameters:
requestParam-DescribeCollectionParam- Returns:
- {status:result code, data:DescribeCollectionResponse{schema,collectionID}}
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getCollectionStatistics
R<GetCollectionStatisticsResponse> getCollectionStatistics(GetCollectionStatisticsParam requestParam)
Shows the statistics information of a collection.- Parameters:
requestParam-GetCollectionStatisticsParam- Returns:
- {status:result code, data: GetCollectionStatisticsResponse{status,stats}}
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showCollections
R<ShowCollectionsResponse> showCollections(ShowCollectionsParam requestParam)
Lists all collections or gets collection loading status.- Parameters:
requestParam-ShowCollectionsParam- Returns:
- {status:result code, data: ShowCollectionsResponse{status,collection_names,collection_ids,created_timestamps,created_utc_timestamps}}
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createPartition
R<RpcStatus> createPartition(CreatePartitionParam requestParam)
Creates a partition in the specified collection.- Parameters:
requestParam-CreatePartitionParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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dropPartition
R<RpcStatus> dropPartition(DropPartitionParam requestParam)
Drops a partition. Note that this method drops all data in this partition and the _default partition cannot be dropped.- Parameters:
requestParam-DropPartitionParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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hasPartition
R<Boolean> hasPartition(HasPartitionParam requestParam)
Checks if a partition exists in the specified collection.- Parameters:
requestParam-HasPartitionParam- Returns:
- {status:result code, data: boolean, whether if has collection or not}
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loadPartitions
R<RpcStatus> loadPartitions(LoadPartitionsParam requestParam)
Loads a partition into memory.- Parameters:
requestParam-LoadPartitionsParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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releasePartitions
R<RpcStatus> releasePartitions(ReleasePartitionsParam requestParam)
Releases a partition from memory.- Parameters:
requestParam-ReleasePartitionsParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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getPartitionStatistics
R<GetPartitionStatisticsResponse> getPartitionStatistics(GetPartitionStatisticsParam requestParam)
Shows the statistics information of a partition.- Parameters:
requestParam-GetPartitionStatisticsParam- Returns:
- {status:result code,data:GetPartitionStatisticsResponse{status,stats}}
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showPartitions
R<ShowPartitionsResponse> showPartitions(ShowPartitionsParam requestParam)
Shows all partitions in the specified collection.- Parameters:
requestParam-ShowPartitionsParam- Returns:
- {status:result code, data:ShowPartitionsResponse{partition_names,partitionIDs,created_timestamps,created_utc_timestamps}}
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createAlias
R<RpcStatus> createAlias(CreateAliasParam requestParam)
Creates an alias for a collection. Alias can be used in search or query to replace the collection name- Parameters:
requestParam-CreateAliasParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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dropAlias
R<RpcStatus> dropAlias(DropAliasParam requestParam)
Drops an alias for the specified collection.- Parameters:
requestParam-DropAliasParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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alterAlias
R<RpcStatus> alterAlias(AlterAliasParam requestParam)
Alters alias from a collection to another.- Parameters:
requestParam-AlterAliasParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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createIndex
R<RpcStatus> createIndex(CreateIndexParam requestParam)
Creates an index on a vector field in the specified collection. Note that index building is an async progress.- Parameters:
requestParam-CreateIndexParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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dropIndex
R<RpcStatus> dropIndex(DropIndexParam requestParam)
Drops the index on a vector field in the specified collection.- Parameters:
requestParam-DropIndexParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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describeIndex
R<DescribeIndexResponse> describeIndex(DescribeIndexParam requestParam)
Shows the information of the specified index. Current release of Milvus only supports showing latest built index.- Parameters:
requestParam-DescribeIndexParam- Returns:
- {status:result code, data:DescribeIndexResponse{status,index_descriptions}}
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getIndexState
R<GetIndexStateResponse> getIndexState(GetIndexStateParam requestParam)
Shows the index building state(in-progress/finished/failed), and the reason for failure (if any).- Parameters:
requestParam-GetIndexStateParam- Returns:
- {status:result code, data:GetIndexStateResponse{status,state}}
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getIndexBuildProgress
R<GetIndexBuildProgressResponse> getIndexBuildProgress(GetIndexBuildProgressParam requestParam)
Shows the index building progress, such as how many rows are indexed.- Parameters:
requestParam-GetIndexBuildProgressParam- Returns:
- {status:result code, data:GetIndexBuildProgressResponse{status,indexed_rows}}
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insert
R<MutationResult> insert(InsertParam requestParam)
Inserts entities into a specified collection. Note that you don't need to input primary key field if auto_id is enabled.- Parameters:
requestParam-InsertParam- Returns:
- {status:result code, data: MutationResult{insert results}}
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delete
R<MutationResult> delete(DeleteParam requestParam)
Deletes entity(s) based on primary key(s) filtered by boolean expression. Current release of Milvus only supports expression in the format "pk_field in [1, 2, ...]"- Parameters:
requestParam-DeleteParam- Returns:
- {status:result code, data: MutationResult{delete results}}
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search
R<SearchResults> search(SearchParam requestParam)
Conducts ANN search on a vector field. Use expression to do filtering before search.- Parameters:
requestParam-SearchParam- Returns:
- {status:result code, data: SearchResults{topK results}}
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query
R<QueryResults> query(QueryParam requestParam)
Queries entity(s) based on scalar field(s) filtered by boolean expression. Note that the order of the returned entities cannot be guaranteed.- Parameters:
requestParam-QueryParam- Returns:
- {status:result code,data: QueryResults{filter results}}
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calcDistance
R<CalcDistanceResults> calcDistance(CalcDistanceParam requestParam)
Calculates the distance between the specified vectors.- Parameters:
requestParam-CalcDistanceParam- Returns:
- {status:result code, data: CalcDistanceResults{distances}}
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getMetrics
R<GetMetricsResponse> getMetrics(GetMetricsParam requestParam)
Gets the runtime metrics information of Milvus, returns the result in .json format.- Parameters:
requestParam-GetMetricsParam- Returns:
- {status:result code, data:GetMetricsResponse{status,metrics}}
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getFlushState
R<GetFlushStateResponse> getFlushState(GetFlushStateParam requestParam)
Get flush state of specified segments.- Parameters:
requestParam-GetFlushStateParam- Returns:
- {status:result code, data:GetMetricsResponse{status,metrics}}
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getPersistentSegmentInfo
R<GetPersistentSegmentInfoResponse> getPersistentSegmentInfo(GetPersistentSegmentInfoParam requestParam)
Gets the information of persistent segments from data node, including row count, persistence state(growing or flushed), etc.- Parameters:
requestParam-GetPersistentSegmentInfoParam- Returns:
- {status:result code, data:GetPersistentSegmentInfoResponse{status,info}}
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getQuerySegmentInfo
R<GetQuerySegmentInfoResponse> getQuerySegmentInfo(GetQuerySegmentInfoParam requestParam)
Gets the query information of segments in a collection from query node, including row count, memory usage size, index name, etc.- Parameters:
requestParam-GetQuerySegmentInfoParam- Returns:
- {status:result code, data:GetQuerySegmentInfoResponse{status,info}}
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loadBalance
R<RpcStatus> loadBalance(LoadBalanceParam requestParam)
Moves segment from a query node to another to keep the load balanced.- Parameters:
requestParam-LoadBalanceParam- Returns:
- {status:result code, data:RpcStatus{msg: result message}}
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getCompactionState
R<GetCompactionStateResponse> getCompactionState(GetCompactionStateParam requestParam)
Gets the compaction state by id.- Parameters:
requestParam-GetCompactionStateParam- Returns:
- {status:result code, data:GetCompactionStateResponse{status,info}}
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manualCompaction
R<ManualCompactionResponse> manualCompaction(ManualCompactionParam requestParam)
Performs a manual compaction.- Parameters:
requestParam-ManualCompactionParam- Returns:
- {status:result code, data:ManualCompactionResponse{status,info}}
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getCompactionStateWithPlans
R<GetCompactionPlansResponse> getCompactionStateWithPlans(GetCompactionPlansParam requestParam)
Gets compaction state with its plan.- Parameters:
requestParam-GetCompactionPlansParam- Returns:
- {status:result code, data:GetCompactionPlansResponse{status,info}}
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