feat: 支持工作流多知识库向量检索

This commit is contained in:
2026-09-04 17:40:15 +08:00
parent 7900552ede
commit 130423edb4
15 changed files with 2092 additions and 129 deletions

View File

@@ -43,6 +43,11 @@ public class StoreOptions extends Metadata {
public void setEmbeddingOptions(EmbeddingOptions embeddingOptions) {
throw new IllegalStateException("Can not set embeddingOptions to the default instance.");
}
@Override
public void setTimeoutMillis(Long timeoutMillis) {
throw new IllegalStateException("Can not set timeoutMillis to the default instance.");
}
};
/**
@@ -65,6 +70,11 @@ public class StoreOptions extends Metadata {
*/
private EmbeddingOptions embeddingOptions = EmbeddingOptions.DEFAULT;
/**
* Optional upper bound for one store operation.
*/
private Long timeoutMillis;
public String getCollectionName() {
return collectionName;
@@ -111,6 +121,17 @@ public class StoreOptions extends Metadata {
this.embeddingOptions = embeddingOptions;
}
public Long getTimeoutMillis() {
return timeoutMillis;
}
public void setTimeoutMillis(Long timeoutMillis) {
if (timeoutMillis != null && timeoutMillis <= 0L) {
throw new IllegalArgumentException("timeoutMillis must be greater than zero");
}
this.timeoutMillis = timeoutMillis;
}
public static StoreOptions ofCollectionName(String collectionName) {
StoreOptions storeOptions = new StoreOptions();

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@@ -0,0 +1,21 @@
/*
* Copyright (c) 2023-2026, Easy-Agents (fuhai999@gmail.com).
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
*/
package com.easyagents.core.store;
/**
* Indicates that a store operation exhausted its caller-provided time budget.
*/
public class StoreTimeoutException extends RuntimeException {
public StoreTimeoutException(String message) {
super(message);
}
public StoreTimeoutException(String message, Throwable cause) {
super(message, cause);
}
}

View File

@@ -18,6 +18,7 @@ package com.easyagents.flow.core.knowledge;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
public class KnowledgeManager {
@@ -51,4 +52,20 @@ public class KnowledgeManager {
}
return null;
}
/**
* 将完整知识检索请求交给首个能够处理它的 Provider。
*
* @param request 检索请求
* @return 节点输出;没有 Provider 能处理时返回 null
*/
public Map<String, Object> search(KnowledgeSearchRequest request) {
for (KnowledgeProvider provider : providers) {
Map<String, Object> result = provider.search(request);
if (result != null) {
return result;
}
}
return null;
}
}

View File

@@ -15,6 +15,37 @@
*/
package com.easyagents.flow.core.knowledge;
import com.easyagents.flow.core.util.Maps;
import java.util.List;
import java.util.Map;
public interface KnowledgeProvider {
Knowledge getKnowledge(Object id);
/**
* 执行完整的知识库节点检索请求。
*
* <p>默认实现保留单知识库兼容。需要跨知识库汇总的业务 Provider
* 应覆盖本方法并返回完整节点输出。</p>
*
* @param request 检索请求
* @return 节点输出;当前 Provider 不支持该请求时返回 null
*/
default Map<String, Object> search(KnowledgeSearchRequest request) {
if (request == null || request.getKnowledgeIds().size() != 1) {
return null;
}
Object knowledgeId = request.getKnowledgeIds().get(0);
Knowledge knowledge = getKnowledge(knowledgeId);
if (knowledge == null) {
return null;
}
List<Map<String, Object>> documents = knowledge.search(
request.getKeyword(),
request.getLimit(),
request.getKnowledgeNode(),
request.getChain());
return Maps.of("documents", documents);
}
}

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@@ -0,0 +1,67 @@
/**
* Copyright (c) 2025-2026, Michael Yang 杨福海 (fuhai999@gmail.com).
* <p>
* Licensed under the GNU Lesser General Public License (LGPL) ,Version 3.0.
*/
package com.easyagents.flow.core.knowledge;
import com.easyagents.flow.core.chain.Chain;
import com.easyagents.flow.core.node.KnowledgeNode;
import java.util.Collections;
import java.util.ArrayList;
import java.util.List;
/**
* 工作流知识库节点的完整检索请求。
*/
public class KnowledgeSearchRequest {
private final List<Object> knowledgeIds;
private final String keyword;
private final int limit;
private final String retrievalMode;
private final KnowledgeNode knowledgeNode;
private final Chain chain;
public KnowledgeSearchRequest(
List<Object> knowledgeIds,
String keyword,
int limit,
String retrievalMode,
KnowledgeNode knowledgeNode,
Chain chain) {
this.knowledgeIds = knowledgeIds == null
? Collections.emptyList()
: Collections.unmodifiableList(new ArrayList<>(knowledgeIds));
this.keyword = keyword;
this.limit = limit;
this.retrievalMode = retrievalMode;
this.knowledgeNode = knowledgeNode;
this.chain = chain;
}
public List<Object> getKnowledgeIds() {
return knowledgeIds;
}
public String getKeyword() {
return keyword;
}
public int getLimit() {
return limit;
}
public String getRetrievalMode() {
return retrievalMode;
}
public KnowledgeNode getKnowledgeNode() {
return knowledgeNode;
}
public Chain getChain() {
return chain;
}
}

View File

@@ -17,15 +17,15 @@ package com.easyagents.flow.core.node;
import com.easyagents.flow.core.chain.Chain;
import com.easyagents.flow.core.chain.ChainState;
import com.easyagents.flow.core.knowledge.Knowledge;
import com.easyagents.flow.core.knowledge.KnowledgeManager;
import com.easyagents.flow.core.util.Maps;
import com.easyagents.flow.core.knowledge.KnowledgeSearchRequest;
import com.easyagents.flow.core.util.StringUtil;
import com.easyagents.flow.core.util.TextTemplate;
import org.slf4j.Logger;
import java.util.Arrays;
import java.util.ArrayList;
import java.util.Collections;
import java.util.LinkedHashSet;
import java.util.List;
import java.util.Map;
@@ -36,6 +36,7 @@ public class KnowledgeNode extends BaseNode {
private static final Logger logger = org.slf4j.LoggerFactory.getLogger(KnowledgeNode.class);
private Object knowledgeId;
private List<Object> knowledgeIds = new ArrayList<>();
private String keyword;
private String limit;
private String retrievalMode = "HYBRID";
@@ -48,6 +49,32 @@ public class KnowledgeNode extends BaseNode {
this.knowledgeId = knowledgeId;
}
/**
* 获取规范化的知识库集合,兼容历史单值字段。
*
* @return 去重后的知识库 ID
*/
public List<Object> getKnowledgeIds() {
if (knowledgeIds != null && !knowledgeIds.isEmpty()) {
return Collections.unmodifiableList(knowledgeIds);
}
return knowledgeId == null
? Collections.emptyList()
: Collections.singletonList(knowledgeId);
}
public void setKnowledgeIds(List<?> knowledgeIds) {
LinkedHashSet<Object> normalized = new LinkedHashSet<>();
if (knowledgeIds != null) {
for (Object id : knowledgeIds) {
if (id != null && StringUtil.hasText(String.valueOf(id))) {
normalized.add(id);
}
}
}
this.knowledgeIds = new ArrayList<>(normalized);
}
public String getKeyword() {
return keyword;
}
@@ -88,25 +115,44 @@ public class KnowledgeNode extends BaseNode {
if (StringUtil.hasText(realLimitString)) {
try {
realLimit = Integer.parseInt(realLimitString);
} catch (Exception e) {
logger.error(e.toString(), e);
} catch (NumberFormatException exception) {
throw new IllegalArgumentException(
"知识库节点最终返回条数必须为正整数", exception);
}
}
Knowledge knowledge = KnowledgeManager.getInstance().getKnowledge(knowledgeId);
if (knowledge == null) {
return Collections.emptyMap();
if (realLimit <= 0) {
throw new IllegalArgumentException(
"知识库节点最终返回条数必须为正整数");
}
List<Map<String, Object>> result = knowledge.search(realKeyword, realLimit, this, chain);
return Maps.of("documents", result);
List<Object> resolvedKnowledgeIds = getKnowledgeIds();
if (resolvedKnowledgeIds.isEmpty()) {
throw new IllegalArgumentException("知识库节点至少需要选择一个知识库");
}
if (resolvedKnowledgeIds.size() > 1
&& !"VECTOR".equalsIgnoreCase(retrievalMode)) {
throw new IllegalArgumentException("多知识库检索仅支持 VECTOR 模式");
}
Map<String, Object> result = KnowledgeManager.getInstance().search(
new KnowledgeSearchRequest(
resolvedKnowledgeIds,
realKeyword,
realLimit,
retrievalMode,
this,
chain));
if (result == null) {
throw new IllegalStateException("没有可用的知识库 Provider");
}
return result;
}
@Override
public String toString() {
return "KnowledgeNode{" +
"knowledgeId=" + knowledgeId +
", knowledgeIds=" + knowledgeIds +
", keyword='" + keyword + '\'' +
", limit='" + limit + '\'' +
", retrievalMode='" + retrievalMode + '\'' +

View File

@@ -16,15 +16,41 @@
package com.easyagents.flow.core.parser.impl;
import com.alibaba.fastjson.JSONObject;
import com.alibaba.fastjson.JSONArray;
import com.easyagents.flow.core.node.KnowledgeNode;
import com.easyagents.flow.core.parser.BaseNodeParser;
import java.util.ArrayList;
public class KnowledgeNodeParser extends BaseNodeParser<KnowledgeNode> {
@Override
public KnowledgeNode doParse(JSONObject root, JSONObject data, JSONObject chainJSONObject) {
KnowledgeNode knowledgeNode = new KnowledgeNode();
knowledgeNode.setKnowledgeId(data.get("knowledgeId"));
if (data.containsKey("knowledgeIds")) {
Object rawIds = data.get("knowledgeIds");
if (!(rawIds instanceof JSONArray)) {
throw new IllegalArgumentException("knowledgeIds 必须为数组");
}
JSONArray ids = (JSONArray) rawIds;
if (ids.isEmpty()) {
throw new IllegalArgumentException("knowledgeIds 不能为空");
}
java.util.LinkedHashSet<String> normalized =
new java.util.LinkedHashSet<>();
for (Object id : ids) {
String value = id == null ? null : String.valueOf(id).trim();
if (!com.easyagents.flow.core.util.StringUtil.hasText(value)) {
throw new IllegalArgumentException("knowledgeIds 不能包含空值");
}
if (!normalized.add(value)) {
throw new IllegalArgumentException("knowledgeIds 不能包含重复值");
}
}
knowledgeNode.setKnowledgeIds(new ArrayList<>(normalized));
} else {
knowledgeNode.setKnowledgeId(data.get("knowledgeId"));
}
knowledgeNode.setLimit(data.getString("limit"));
knowledgeNode.setKeyword(data.getString("keyword"));
knowledgeNode.setRetrievalMode(data.getString("retrievalMode"));

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@@ -0,0 +1,217 @@
/**
* Copyright (c) 2025-2026, Michael Yang 杨福海 (fuhai999@gmail.com).
* <p>
* Licensed under the GNU Lesser General Public License (LGPL) ,Version 3.0.
*/
package com.easyagents.flow.core.test;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.easyagents.flow.core.chain.Chain;
import com.easyagents.flow.core.chain.ChainDefinition;
import com.easyagents.flow.core.chain.ChainState;
import com.easyagents.flow.core.knowledge.Knowledge;
import com.easyagents.flow.core.knowledge.KnowledgeManager;
import com.easyagents.flow.core.knowledge.KnowledgeProvider;
import com.easyagents.flow.core.knowledge.KnowledgeSearchRequest;
import com.easyagents.flow.core.node.KnowledgeNode;
import com.easyagents.flow.core.parser.impl.KnowledgeNodeParser;
import org.junit.Assert;
import org.junit.Test;
import java.util.List;
import java.util.Map;
import java.util.concurrent.atomic.AtomicInteger;
/**
* 知识库节点多来源契约测试。
*/
public class KnowledgeNodeTest {
@Test
public void shouldParseLegacyKnowledgeId() {
JSONObject data = baseData();
data.put("knowledgeId", "101");
KnowledgeNode node = parse(data);
Assert.assertEquals(List.of("101"), node.getKnowledgeIds());
}
@Test
public void shouldPreferKnowledgeIdsAndKeepOrder() {
JSONObject data = baseData();
data.put("knowledgeId", "legacy");
JSONArray ids = new JSONArray();
ids.addAll(List.of("201", "202"));
data.put("knowledgeIds", ids);
KnowledgeNode node = parse(data);
Assert.assertEquals(List.of("201", "202"), node.getKnowledgeIds());
}
@Test
public void shouldNormalizeKnowledgeIdsBeforeStoringThem() {
JSONObject data = baseData();
JSONArray ids = new JSONArray();
ids.addAll(List.of(" 201 ", "202"));
data.put("knowledgeIds", ids);
KnowledgeNode node = parse(data);
Assert.assertEquals(List.of("201", "202"), node.getKnowledgeIds());
}
@Test
public void shouldRejectInvalidKnowledgeIds() {
JSONObject data = baseData();
data.put("knowledgeIds", "[201,202]");
assertParseFailure(data, "必须为数组");
JSONArray duplicateIds = new JSONArray();
duplicateIds.addAll(List.of("201", "201"));
data.put("knowledgeIds", duplicateIds);
assertParseFailure(data, "重复值");
}
@Test
public void defaultProviderShouldKeepSingleKnowledgeCompatibility() {
KnowledgeProvider provider = id ->
(keyword, limit, node, chain) -> List.of(Map.of(
"knowledgeId", id,
"content", keyword));
KnowledgeNode node = new KnowledgeNode();
node.setKnowledgeId("301");
Map<String, Object> output = provider.search(
new KnowledgeSearchRequest(
node.getKnowledgeIds(),
"问题",
3,
"HYBRID",
node,
null));
Assert.assertNotNull(output);
Assert.assertEquals(1, ((List<?>) output.get("documents")).size());
}
@Test
public void defaultProviderShouldDeclineMultiKnowledgeRequest() {
KnowledgeProvider provider = id -> null;
KnowledgeNode node = new KnowledgeNode();
node.setKnowledgeIds(List.of("401", "402"));
Assert.assertNull(provider.search(new KnowledgeSearchRequest(
node.getKnowledgeIds(),
"问题",
3,
"VECTOR",
node,
null)));
}
@Test
public void shouldResolveVariableLimitAndDefaultBlankValueAtRuntime() {
Assert.assertEquals(7, executeAndCaptureLimit("{{start.limit}}", "7"));
Assert.assertEquals(10, executeAndCaptureLimit("{{start.limit}}", " "));
Assert.assertEquals(10, executeAndCaptureLimit("{{start.limit ?? }}", null));
}
@Test
public void shouldRejectInvalidResolvedVariableLimitAtRuntime() {
assertRuntimeLimitFailure("abc");
assertRuntimeLimitFailure("0");
assertRuntimeLimitFailure("-2");
}
private static KnowledgeNode parse(JSONObject data) {
return new KnowledgeNodeParser().doParse(
new JSONObject(), data, new JSONObject());
}
private static JSONObject baseData() {
JSONObject data = new JSONObject();
data.put("keyword", "问题");
data.put("limit", "5");
data.put("retrievalMode", "VECTOR");
return data;
}
private static void assertParseFailure(
JSONObject data, String expectedMessage) {
try {
parse(data);
Assert.fail("invalid knowledgeIds must be rejected");
} catch (IllegalArgumentException expected) {
Assert.assertTrue(expected.getMessage().contains(expectedMessage));
}
}
private static int executeAndCaptureLimit(
String limitTemplate,
String runtimeValue) {
AtomicInteger capturedLimit = new AtomicInteger(-1);
KnowledgeProvider provider = new KnowledgeProvider() {
@Override
public Knowledge getKnowledge(Object id) {
return null;
}
@Override
public Map<String, Object> search(KnowledgeSearchRequest request) {
capturedLimit.set(request.getLimit());
return Map.of("documents", List.of());
}
};
KnowledgeManager.getInstance().registerProvider(provider);
try {
KnowledgeNode node = runtimeNode(limitTemplate);
ChainState state = new ChainState();
if (runtimeValue != null) {
state.getMemory().put("start.limit", runtimeValue);
}
node.execute(new FixedStateChain(state));
return capturedLimit.get();
} finally {
KnowledgeManager.getInstance().removeProvider(provider);
}
}
private static void assertRuntimeLimitFailure(String runtimeValue) {
KnowledgeNode node = runtimeNode("{{start.limit}}");
ChainState state = new ChainState();
state.getMemory().put("start.limit", runtimeValue);
IllegalArgumentException exception = Assert.assertThrows(
IllegalArgumentException.class,
() -> node.execute(new FixedStateChain(state)));
Assert.assertTrue(exception.getMessage().contains("必须为正整数"));
}
private static KnowledgeNode runtimeNode(String limitTemplate) {
KnowledgeNode node = new KnowledgeNode();
node.setKnowledgeIds(List.of("501", "502"));
node.setKeyword("问题");
node.setLimit(limitTemplate);
node.setRetrievalMode("VECTOR");
return node;
}
private static final class FixedStateChain extends Chain {
private final ChainState state;
private FixedStateChain(ChainState state) {
super(new ChainDefinition(), "knowledge-node-limit-test");
this.state = state;
}
@Override
public ChainState getExecutionState() {
return state;
}
}
}

View File

@@ -7,10 +7,12 @@
package com.easyagents.store.milvus;
import com.easyagents.core.util.StringUtil;
import io.grpc.Context;
import io.milvus.pool.MilvusClientV2Pool;
import io.milvus.pool.PoolConfig;
import io.milvus.v2.client.ConnectConfig;
import io.milvus.v2.client.MilvusClientV2;
import io.milvus.v2.client.RetryConfig;
import java.net.URI;
import java.nio.charset.StandardCharsets;
@@ -20,6 +22,11 @@ import java.time.Duration;
import java.util.Collections;
import java.util.HashSet;
import java.util.Set;
import java.util.concurrent.Callable;
import java.util.concurrent.CancellationException;
import java.util.concurrent.CompletableFuture;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.ConcurrentMap;
import java.util.concurrent.locks.ReentrantReadWriteLock;
import java.util.function.Function;
@@ -29,14 +36,27 @@ import java.util.function.Function;
public class MilvusClientManager implements AutoCloseable {
private static final String POOL_KEY = "default";
private static final RetryConfig SINGLE_ATTEMPT_RETRY_CONFIG = RetryConfig.builder()
.maxRetryTimes(1)
.retryOnRateLimit(false)
.maxRetryTimeoutMs(0L)
.build();
private final ReentrantReadWriteLock lifecycleLock = new ReentrantReadWriteLock();
private final Set<String> initializedCollections =
Collections.synchronizedSet(new HashSet<String>());
private final Set<String> loadedCollections =
Collections.synchronizedSet(new HashSet<String>());
private final ConcurrentMap<String, CollectionLoadTicket> collectionLoads =
new ConcurrentHashMap<String, CollectionLoadTicket>();
private final Set<Context.CancellableContext> activeContexts =
ConcurrentHashMap.newKeySet();
private final ConcurrentMap<Thread, Integer> activeOperations =
new ConcurrentHashMap<Thread, Integer>();
private volatile ManagedMilvusClientV2Pool pool;
private volatile String poolFingerprint;
private volatile long poolGeneration;
private volatile boolean acceptingOperations = true;
private volatile boolean closed;
public MilvusClientManager(MilvusVectorStoreConfig config) {
@@ -67,10 +87,20 @@ public class MilvusClientManager implements AutoCloseable {
}
public <T> T withClient(Function<MilvusClientV2, T> operation) {
return withClient(null, operation);
}
public <T> T withClient(
Duration maxWait,
Function<MilvusClientV2, T> operation
) {
Thread operationThread = registerActiveOperation();
lifecycleLock.readLock().lock();
try {
ManagedMilvusClientV2Pool currentPool = requireOpenPool();
MilvusClientV2 client = currentPool.getClient(POOL_KEY);
MilvusClientV2 client = maxWait == null
? currentPool.getClient(POOL_KEY)
: currentPool.getClient(POOL_KEY, maxWait);
if (client == null) {
throw new IllegalStateException(
"Milvus client pool is exhausted or unavailable"
@@ -78,18 +108,27 @@ public class MilvusClientManager implements AutoCloseable {
}
Throwable operationFailure = null;
try {
return operation.apply(client);
client.retryConfig(SINGLE_ATTEMPT_RETRY_CONFIG);
Context.CancellableContext operationContext =
Context.current().withCancellation();
try {
return withRequestContext(operationContext,
() -> operation.apply(client));
} catch (RuntimeException | Error exception) {
throw exception;
} catch (Exception exception) {
throw new IllegalStateException(
"Milvus client operation failed", exception);
} finally {
operationContext.cancel(null);
}
} catch (RuntimeException | Error exception) {
operationFailure = exception;
throw exception;
} finally {
RuntimeException cleanupFailure = null;
try {
if (operationFailure == null) {
currentPool.returnClient(POOL_KEY, client);
} else {
discardFailedClient(currentPool, client);
}
releaseClient(currentPool, client);
} catch (RuntimeException exception) {
cleanupFailure = exception;
}
@@ -101,10 +140,74 @@ public class MilvusClientManager implements AutoCloseable {
}
}
} finally {
unregisterActiveOperation(operationThread);
lifecycleLock.readLock().unlock();
}
}
private Thread registerActiveOperation() {
ensureAcceptingOperations();
Thread currentThread = Thread.currentThread();
activeOperations.merge(currentThread, 1, Integer::sum);
if (!acceptingOperations) {
unregisterActiveOperation(currentThread);
ensureAcceptingOperations();
}
return currentThread;
}
private void unregisterActiveOperation(Thread operationThread) {
activeOperations.computeIfPresent(operationThread,
(thread, depth) -> depth <= 1 ? null : depth - 1);
}
private void releaseClient(
ManagedMilvusClientV2Pool currentPool,
MilvusClientV2 client
) {
RuntimeException readinessFailure = null;
boolean reusable = false;
try {
reusable = client.clientIsReady();
} catch (RuntimeException exception) {
readinessFailure = exception;
}
try {
if (reusable) {
currentPool.returnClient(POOL_KEY, client);
} else {
discardFailedClient(currentPool, client);
}
} catch (RuntimeException cleanupFailure) {
if (readinessFailure == null) {
throw cleanupFailure;
}
readinessFailure.addSuppressed(cleanupFailure);
}
if (readinessFailure != null) {
throw readinessFailure;
}
}
<T> T withRequestContext(
Context.CancellableContext context,
Callable<T> operation
) throws Exception {
ensureAcceptingOperations();
activeContexts.add(context);
if (!acceptingOperations) {
activeContexts.remove(context);
context.cancel(new CancellationException(
"Milvus client pool is unavailable"));
ensureAcceptingOperations();
}
try {
return context.call(operation);
} finally {
activeContexts.remove(context);
}
}
private void discardFailedClient(
ManagedMilvusClientV2Pool currentPool,
MilvusClientV2 client
@@ -115,15 +218,6 @@ public class MilvusClientManager implements AutoCloseable {
} catch (RuntimeException exception) {
cleanupFailure = exception;
}
try {
currentPool.clear(POOL_KEY);
} catch (RuntimeException exception) {
if (cleanupFailure == null) {
cleanupFailure = exception;
} else {
cleanupFailure.addSuppressed(exception);
}
}
if (cleanupFailure != null) {
throw cleanupFailure;
}
@@ -131,16 +225,19 @@ public class MilvusClientManager implements AutoCloseable {
/**
* Rebuilds the pool when connection or pool settings change.
* Active RPCs finish before the old pool is closed.
* Active operations are cancelled before the old pool is closed.
*
* @return true when a new pool was installed
*/
public boolean reconfigureIfNeeded(MilvusVectorStoreConfig config) {
public synchronized boolean reconfigureIfNeeded(MilvusVectorStoreConfig config) {
PoolSettings nextSettings = PoolSettings.from(config);
String nextFingerprint = fingerprint(nextSettings);
if (nextFingerprint.equals(poolFingerprint)) {
return false;
}
acceptingOperations = false;
cancelActiveContexts("Milvus client pool is reconfiguring");
interruptActiveOperations();
lifecycleLock.writeLock().lock();
try {
if (closed) {
@@ -153,14 +250,19 @@ public class MilvusClientManager implements AutoCloseable {
ManagedMilvusClientV2Pool previous = pool;
pool = replacement;
poolFingerprint = nextFingerprint;
poolGeneration++;
initializedCollections.clear();
loadedCollections.clear();
failCollectionLoads("Milvus client pool was reconfigured");
if (previous != null) {
previous.close();
}
return true;
} finally {
lifecycleLock.writeLock().unlock();
if (!closed) {
acceptingOperations = true;
}
}
}
@@ -180,10 +282,6 @@ public class MilvusClientManager implements AutoCloseable {
return loadedCollections.contains(collectionName);
}
Object loadedCollectionsLock() {
return loadedCollections;
}
void markCollectionLoaded(String collectionName) {
loadedCollections.add(collectionName);
}
@@ -192,6 +290,62 @@ public class MilvusClientManager implements AutoCloseable {
loadedCollections.remove(collectionName);
}
CollectionLoadTicket beginCollectionLoad(String collectionName) {
ensureAcceptingOperations();
lifecycleLock.readLock().lock();
try {
requireOpenPool();
CollectionLoadTicket candidate = new CollectionLoadTicket(
collectionName,
poolGeneration,
new CompletableFuture<Void>(),
true
);
CollectionLoadTicket existing = collectionLoads.putIfAbsent(
collectionName, candidate);
return existing == null ? candidate : existing.asFollower();
} finally {
lifecycleLock.readLock().unlock();
}
}
void completeCollectionLoad(CollectionLoadTicket ticket) {
lifecycleLock.readLock().lock();
try {
requireOpenPool();
if (ticket.generation != poolGeneration) {
throw new IllegalStateException(
"Milvus client pool changed while loading collection: "
+ ticket.collectionName
);
}
loadedCollections.add(ticket.collectionName);
ticket.completion.complete(null);
} finally {
lifecycleLock.readLock().unlock();
}
}
void failCollectionLoad(
CollectionLoadTicket ticket,
Throwable failure,
boolean retryableForFollowers
) {
if (retryableForFollowers && ticket.leader) {
collectionLoads.remove(ticket.collectionName, ticket);
}
Throwable sharedFailure = retryableForFollowers
? new RetryableCollectionLoadException(failure)
: failure;
ticket.completion.completeExceptionally(sharedFailure);
}
void endCollectionLoad(CollectionLoadTicket ticket) {
if (ticket.leader) {
collectionLoads.remove(ticket.collectionName, ticket);
}
}
public int getActiveClientCount() {
lifecycleLock.readLock().lock();
try {
@@ -211,15 +365,23 @@ public class MilvusClientManager implements AutoCloseable {
}
@Override
public void close() {
public synchronized void close() {
if (closed) {
return;
}
acceptingOperations = false;
closed = true;
cancelActiveContexts("Milvus client pool is closing");
interruptActiveOperations();
lifecycleLock.writeLock().lock();
try {
initializedCollections.clear();
loadedCollections.clear();
poolGeneration++;
failCollectionLoads("Milvus client pool was closed");
ManagedMilvusClientV2Pool currentPool = pool;
pool = null;
poolFingerprint = null;
closed = true;
if (currentPool != null) {
currentPool.close();
}
@@ -236,6 +398,41 @@ public class MilvusClientManager implements AutoCloseable {
return currentPool;
}
boolean isClosed() {
return closed;
}
private void ensureAcceptingOperations() {
if (!acceptingOperations) {
throw new IllegalStateException(closed
? "Milvus client pool is closed"
: "Milvus client pool is reconfiguring");
}
}
private void failCollectionLoads(String message) {
IllegalStateException failure = new IllegalStateException(message);
for (CollectionLoadTicket ticket : collectionLoads.values()) {
ticket.completion.completeExceptionally(failure);
}
collectionLoads.clear();
}
private void cancelActiveContexts(String message) {
for (Context.CancellableContext context : activeContexts) {
context.cancel(new CancellationException(message));
}
}
private void interruptActiveOperations() {
Thread currentThread = Thread.currentThread();
for (Thread operationThread : activeOperations.keySet()) {
if (operationThread != currentThread) {
operationThread.interrupt();
}
}
}
private static String fingerprint(PoolSettings settings) {
String value = String.join("\u0000",
String.valueOf(settings.uri()),
@@ -334,6 +531,64 @@ public class MilvusClientManager implements AutoCloseable {
throw new IllegalStateException("Unable to invalidate Milvus client", exception);
}
}
private MilvusClientV2 getClient(String key, Duration maxWait) {
if (maxWait == null || maxWait.isZero() || maxWait.isNegative()) {
throw new IllegalArgumentException("maxWait must be greater than zero");
}
try {
long waitMillis = Math.max(1L, maxWait.toMillis());
return clientPool.borrowObject(key, waitMillis);
} catch (InterruptedException exception) {
Thread.currentThread().interrupt();
throw new IllegalStateException(
"Interrupted while waiting for a Milvus client", exception);
} catch (Exception exception) {
throw new IllegalStateException(
"Unable to borrow a Milvus client", exception);
}
}
}
static final class CollectionLoadTicket {
private final String collectionName;
private final long generation;
private final CompletableFuture<Void> completion;
private final boolean leader;
private CollectionLoadTicket(
String collectionName,
long generation,
CompletableFuture<Void> completion,
boolean leader
) {
this.collectionName = collectionName;
this.generation = generation;
this.completion = completion;
this.leader = leader;
}
boolean isLeader() {
return leader;
}
CompletableFuture<Void> completion() {
return completion;
}
private CollectionLoadTicket asFollower() {
return new CollectionLoadTicket(
collectionName, generation, completion, false);
}
}
static final class RetryableCollectionLoadException
extends RuntimeException {
private RetryableCollectionLoadException(Throwable cause) {
super("The collection load leader exhausted its local budget", cause);
}
}
static String normalizeAndValidateUri(String uri) {

View File

@@ -22,9 +22,12 @@ import com.easyagents.core.store.DocumentStore;
import com.easyagents.core.store.SearchWrapper;
import com.easyagents.core.store.StoreOptions;
import com.easyagents.core.store.StoreResult;
import com.easyagents.core.store.StoreTimeoutException;
import com.easyagents.core.util.CollectionUtil;
import com.easyagents.core.util.Maps;
import com.easyagents.core.util.StringUtil;
import io.grpc.Context;
import io.grpc.Status;
import io.milvus.v2.client.MilvusClientV2;
import io.milvus.v2.common.ConsistencyLevel;
import io.milvus.v2.common.DataType;
@@ -40,7 +43,17 @@ import io.milvus.v2.service.vector.response.SearchResp;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.time.Duration;
import java.util.*;
import java.util.concurrent.CancellationException;
import java.util.concurrent.CompletableFuture;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.Executors;
import java.util.concurrent.ScheduledExecutorService;
import java.util.concurrent.ThreadFactory;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.TimeoutException;
import java.util.function.Function;
/**
* Milvus vector store based on Milvus Java SDK v2.
@@ -50,6 +63,16 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
private static final Logger LOG = LoggerFactory.getLogger(MilvusVectorStore.class);
private static final long LOAD_TIMEOUT_MS = 30_000L;
private static final long LOAD_POLL_INTERVAL_MS = 200L;
private static final long DEADLINE_SAFETY_MARGIN_MS = 200L;
private static final ScheduledExecutorService DEADLINE_SCHEDULER =
Executors.newSingleThreadScheduledExecutor(new ThreadFactory() {
@Override
public Thread newThread(Runnable runnable) {
Thread thread = new Thread(runnable, "milvus-deadline");
thread.setDaemon(true);
return thread;
}
});
private static final String FIELD_ID = "id";
private static final String FIELD_CONTENT = "content";
@@ -63,9 +86,10 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
private final String defaultCollectionName;
private final boolean ownsClientManager;
private volatile MilvusClientV2 compatibilityClient;
private volatile boolean closed;
public MilvusVectorStore(MilvusVectorStoreConfig config) {
this(config, new MilvusClientManager(config), true);
this(config, createOwnedClientManager(config), true);
}
public MilvusVectorStore(
@@ -80,12 +104,35 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
MilvusClientManager clientManager,
boolean ownsClientManager
) {
validateConfig(config);
this.config = config;
this.defaultCollectionName = config.getDefaultCollectionName();
this.clientManager = Objects.requireNonNull(clientManager, "clientManager");
this.ownsClientManager = ownsClientManager;
}
private static MilvusClientManager createOwnedClientManager(
MilvusVectorStoreConfig config
) {
validateConfig(config);
return new MilvusClientManager(config);
}
private static void validateConfig(MilvusVectorStoreConfig config) {
Objects.requireNonNull(config, "config");
if (config.getSearchTimeoutMillis() <= DEADLINE_SAFETY_MARGIN_MS) {
throw new IllegalArgumentException(
"Milvus searchTimeoutMillis must be greater than "
+ DEADLINE_SAFETY_MARGIN_MS
);
}
if (config.getPoolMaxWaitMillis() <= 0L) {
throw new IllegalArgumentException(
"Milvus poolMaxWaitMillis must be greater than zero"
);
}
}
@Override
public StoreResult doStore(List<Document> documents, StoreOptions options) {
if (CollectionUtil.noItems(documents)) {
@@ -184,78 +231,104 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
if (StringUtil.noText(collectionName)) {
throw new IllegalStateException("CollectionName is null or blank. please config the \"defaultCollectionName\" or store with designative collectionName.");
}
return clientManager.withClient(client -> {
ensureCollectionLoaded(client, collectionName);
if (wrapper.getVector() == null || wrapper.getVector().length == 0) {
return queryByCondition(client, wrapper, options, collectionName);
long timeoutMillis = resolveSearchTimeoutMillis(options);
long rpcBudgetMillis = timeoutMillis - DEADLINE_SAFETY_MARGIN_MS;
long deadlineNanos = deadlineAfterMillis(rpcBudgetMillis);
Context.CancellableContext context = Context.current().withDeadlineAfter(
rpcBudgetMillis, TimeUnit.MILLISECONDS, DEADLINE_SCHEDULER);
try {
return clientManager.withRequestContext(context, () ->
searchWithinDeadline(
wrapper, options, collectionName, deadlineNanos));
} catch (RuntimeException exception) {
if (!(exception instanceof StoreTimeoutException)
&& deadlineExpired(deadlineNanos, exception)) {
throw timeoutException(collectionName, exception);
}
return searchByVector(client, wrapper, options, collectionName);
});
throw exception;
} catch (Exception exception) {
throw new IllegalStateException("Milvus search failed", exception);
} finally {
context.cancel(null);
}
}
private List<Document> searchWithinDeadline(
SearchWrapper wrapper,
StoreOptions options,
String collectionName,
long deadlineNanos
) {
String operation = wrapper.getVector() == null
|| wrapper.getVector().length == 0
? "query"
: "search";
ensureCollectionLoaded(collectionName, deadlineNanos);
try {
return searchOnce(wrapper, options, collectionName, deadlineNanos);
} catch (RuntimeException exception) {
if (!isCollectionNotLoaded(exception)) {
throw propagateSearchFailure(
operation, collectionName, exception);
}
clientManager.markCollectionUnloaded(collectionName);
try {
ensureCollectionLoaded(collectionName, deadlineNanos);
return searchOnce(
wrapper, options, collectionName, deadlineNanos);
} catch (RuntimeException retryException) {
retryException.addSuppressed(exception);
throw propagateSearchFailure(
operation, collectionName, retryException);
}
}
}
private List<Document> searchOnce(
SearchWrapper wrapper,
StoreOptions options,
String collectionName,
long deadlineNanos
) {
if (wrapper.getVector() == null || wrapper.getVector().length == 0) {
return queryByCondition(
wrapper, options, collectionName, deadlineNanos);
}
return searchByVector(wrapper, options, collectionName, deadlineNanos);
}
private List<Document> searchByVector(
MilvusClientV2 client,
SearchWrapper wrapper,
StoreOptions options,
String collectionName
String collectionName,
long deadlineNanos
) {
SearchReq searchReq = buildSearchReq(wrapper, options, collectionName);
try {
SearchResp resp = client.search(searchReq);
return parseSearchResults(resp, wrapper.getMinScore());
} catch (Exception e) {
if (isCollectionNotLoaded(e)) {
clientManager.markCollectionUnloaded(collectionName);
try {
ensureCollectionLoaded(client, collectionName);
SearchResp retryResp = client.search(searchReq);
return parseSearchResults(retryResp, wrapper.getMinScore());
} catch (Exception retryException) {
retryException.addSuppressed(e);
throw propagateSearchFailure("search", collectionName, retryException);
}
}
throw propagateSearchFailure("search", collectionName, e);
}
SearchResp resp = withClientBeforeDeadline(
deadlineNanos, client -> client.search(searchReq));
return parseSearchResults(resp, wrapper.getMinScore());
}
private List<Document> queryByCondition(
MilvusClientV2 client,
SearchWrapper wrapper,
StoreOptions options,
String collectionName
String collectionName,
long deadlineNanos
) {
QueryReq queryReq = buildQueryReq(wrapper, options, collectionName);
try {
QueryResp resp = client.query(queryReq);
return parseQueryResults(resp);
} catch (Exception e) {
if (isCollectionNotLoaded(e)) {
clientManager.markCollectionUnloaded(collectionName);
try {
ensureCollectionLoaded(client, collectionName);
QueryResp retryResp = client.query(queryReq);
return parseQueryResults(retryResp);
} catch (Exception retryException) {
retryException.addSuppressed(e);
throw propagateSearchFailure("query", collectionName, retryException);
}
}
throw propagateSearchFailure("query", collectionName, e);
}
QueryResp resp = withClientBeforeDeadline(
deadlineNanos, client -> client.query(queryReq));
return parseQueryResults(resp);
}
private RuntimeException propagateSearchFailure(
String operation,
String collectionName,
Exception exception
RuntimeException exception
) {
LOG.error("Milvus {} failed. collection={}, message={}",
operation, collectionName, exception.getMessage(), exception);
if (exception instanceof RuntimeException runtimeException) {
return runtimeException;
}
return new IllegalStateException("Milvus " + operation + " failed", exception);
return exception;
}
private SearchReq buildSearchReq(SearchWrapper wrapper, StoreOptions options, String collectionName) {
@@ -450,46 +523,150 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
}
}
private void ensureCollectionLoaded(MilvusClientV2 client, String collectionName) {
if (clientManager.isCollectionLoaded(collectionName)) {
return;
}
synchronized (clientManager.loadedCollectionsLock()) {
if (clientManager.isCollectionLoaded(collectionName)) {
return;
private void ensureCollectionLoaded(
String collectionName,
long deadlineNanos
) {
while (!clientManager.isCollectionLoaded(collectionName)) {
MilvusClientManager.CollectionLoadTicket ticket =
clientManager.beginCollectionLoad(collectionName);
if (!ticket.isLeader()) {
if (awaitCollectionLoad(
ticket, collectionName, deadlineNanos)) {
return;
}
continue;
}
boolean loaded = false;
try {
loaded = Boolean.TRUE.equals(client.getLoadState(GetLoadStateReq.builder().collectionName(collectionName).build()));
} catch (Exception e) {
LOG.warn("Milvus getLoadState failed. collection={}, message={}", collectionName, e.getMessage());
if (clientManager.isCollectionLoaded(collectionName)) {
clientManager.completeCollectionLoad(ticket);
return;
}
withClientBeforeDeadline(deadlineNanos, client -> {
boolean loaded = Boolean.TRUE.equals(client.getLoadState(
GetLoadStateReq.builder()
.collectionName(collectionName)
.build()
));
if (!loaded) {
client.loadCollection(LoadCollectionReq.builder()
.collectionName(collectionName)
.async(false)
.build());
waitForCollectionLoaded(
client, collectionName, deadlineNanos);
}
return null;
});
clientManager.completeCollectionLoad(ticket);
return;
} catch (RuntimeException | Error failure) {
clientManager.failCollectionLoad(
ticket, failure, isLeaderLocalAbort(failure));
throw failure;
} finally {
clientManager.endCollectionLoad(ticket);
}
if (!loaded) {
client.loadCollection(LoadCollectionReq.builder().collectionName(collectionName).build());
waitForCollectionLoaded(client, collectionName);
}
clientManager.markCollectionLoaded(collectionName);
}
}
private void waitForCollectionLoaded(MilvusClientV2 client, String collectionName) {
long deadline = System.currentTimeMillis() + LOAD_TIMEOUT_MS;
while (System.currentTimeMillis() < deadline) {
private boolean isLeaderLocalAbort(Throwable failure) {
if (clientManager.isClosed()) {
return false;
}
if (failure instanceof StoreTimeoutException
|| Thread.currentThread().isInterrupted()
|| Context.current().isCancelled()) {
return true;
}
Throwable current = failure;
while (current != null) {
if (current instanceof InterruptedException) {
return true;
}
current = current.getCause();
}
return false;
}
private boolean awaitCollectionLoad(
MilvusClientManager.CollectionLoadTicket ticket,
String collectionName,
long deadlineNanos
) {
Context currentContext = Context.current();
CompletableFuture<Void> cancelled = new CompletableFuture<Void>();
Context.CancellationListener cancellationListener = context ->
cancelled.completeExceptionally(new CancellationException(
"Milvus search was cancelled"));
currentContext.addListener(cancellationListener, Runnable::run);
try {
CompletableFuture.anyOf(ticket.completion(), cancelled).get(
remainingNanos(deadlineNanos, collectionName),
TimeUnit.NANOSECONDS
);
return true;
} catch (InterruptedException exception) {
Thread.currentThread().interrupt();
throw new IllegalStateException(
"Interrupted while loading Milvus collection: "
+ collectionName,
exception
);
} catch (TimeoutException exception) {
throw timeoutException(collectionName, exception);
} catch (ExecutionException exception) {
Throwable cause = exception.getCause();
if (cause instanceof MilvusClientManager
.RetryableCollectionLoadException) {
remainingNanos(deadlineNanos, collectionName);
return false;
}
if (cause instanceof RuntimeException runtimeException) {
throw runtimeException;
}
if (cause instanceof Error error) {
throw error;
}
throw new IllegalStateException(
"Unable to load Milvus collection: " + collectionName,
cause
);
} catch (CancellationException exception) {
throw new IllegalStateException(
"Milvus collection load was cancelled: " + collectionName,
exception
);
} finally {
currentContext.removeListener(cancellationListener);
}
}
private void waitForCollectionLoaded(
MilvusClientV2 client,
String collectionName,
long deadlineNanos
) {
while (true) {
long remainingNanos = remainingNanos(
deadlineNanos, collectionName);
if (Boolean.TRUE.equals(client.getLoadState(GetLoadStateReq.builder().collectionName(collectionName).build()))) {
return;
}
try {
Thread.sleep(LOAD_POLL_INTERVAL_MS);
long sleepMillis = Math.min(
LOAD_POLL_INTERVAL_MS,
Math.max(1L, TimeUnit.NANOSECONDS.toMillis(remainingNanos))
);
Thread.sleep(sleepMillis);
} catch (InterruptedException e) {
Thread.currentThread().interrupt();
throw new IllegalStateException("Interrupted while loading Milvus collection: " + collectionName, e);
}
}
throw new IllegalStateException("Timeout waiting for Milvus collection loaded: " + collectionName);
}
private boolean isCollectionNotLoaded(Exception e) {
private boolean isCollectionNotLoaded(Throwable e) {
Throwable current = e;
while (current != null) {
String message = current.getMessage();
@@ -501,6 +678,90 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
return false;
}
private <T> T withClientBeforeDeadline(
long deadlineNanos,
Function<MilvusClientV2, T> operation
) {
long remainingNanos = remainingNanos(deadlineNanos, null);
long poolWaitNanos = TimeUnit.MILLISECONDS.toNanos(
config.getPoolMaxWaitMillis());
try {
return clientManager.withClient(
Duration.ofNanos(Math.min(remainingNanos, poolWaitNanos)),
operation
);
} catch (RuntimeException exception) {
if (deadlineExpired(deadlineNanos, exception)) {
throw timeoutException(null, exception);
}
throw exception;
}
}
private long resolveSearchTimeoutMillis(StoreOptions options) {
long timeoutMillis = config.getSearchTimeoutMillis();
Long requestedTimeoutMillis = options.getTimeoutMillis();
if (requestedTimeoutMillis != null) {
timeoutMillis = Math.min(timeoutMillis, requestedTimeoutMillis);
}
if (timeoutMillis <= DEADLINE_SAFETY_MARGIN_MS) {
throw new StoreTimeoutException(
"Insufficient time remaining for Milvus search"
);
}
return timeoutMillis;
}
private static long deadlineAfterMillis(long timeoutMillis) {
long now = System.nanoTime();
long timeoutNanos = TimeUnit.MILLISECONDS.toNanos(timeoutMillis);
if (now > Long.MAX_VALUE - timeoutNanos) {
return Long.MAX_VALUE;
}
return now + timeoutNanos;
}
private static long remainingNanos(
long deadlineNanos,
String collectionName
) {
if (deadlineNanos == Long.MAX_VALUE) {
return Long.MAX_VALUE;
}
long remaining = deadlineNanos - System.nanoTime();
if (remaining <= 0L) {
throw timeoutException(collectionName, null);
}
return remaining;
}
private static boolean deadlineExpired(
long deadlineNanos,
Throwable failure
) {
if (deadlineNanos != Long.MAX_VALUE
&& System.nanoTime() >= deadlineNanos) {
return true;
}
Throwable cancellationCause = Context.current().cancellationCause();
return cancellationCause instanceof TimeoutException
|| Status.fromThrowable(failure).getCode()
== Status.Code.DEADLINE_EXCEEDED;
}
private static StoreTimeoutException timeoutException(
String collectionName,
Throwable cause
) {
String suffix = StringUtil.hasText(collectionName)
? ": " + collectionName
: "";
return new StoreTimeoutException(
"Timeout waiting for Milvus search" + suffix,
cause
);
}
private void createCollection(MilvusClientV2 client, String collectionName, int dimension) {
List<CreateCollectionReq.FieldSchema> fieldSchemaList = new ArrayList<CreateCollectionReq.FieldSchema>();
fieldSchemaList.add(CreateCollectionReq.FieldSchema.builder()
@@ -547,7 +808,30 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
.indexParams(indexParams)
.build();
client.createCollection(createCollectionReq);
ensureCollectionLoaded(client, collectionName);
ensureCollectionLoadedForWrite(client, collectionName);
}
private void ensureCollectionLoadedForWrite(
MilvusClientV2 client,
String collectionName
) {
if (clientManager.isCollectionLoaded(collectionName)) {
return;
}
boolean loaded = Boolean.TRUE.equals(client.getLoadState(
GetLoadStateReq.builder().collectionName(collectionName).build()));
if (!loaded) {
client.loadCollection(LoadCollectionReq.builder()
.collectionName(collectionName)
.async(false)
.build());
waitForCollectionLoaded(
client,
collectionName,
deadlineAfterMillis(LOAD_TIMEOUT_MS)
);
}
clientManager.markCollectionLoaded(collectionName);
}
public boolean checkAvailable() {
@@ -568,25 +852,29 @@ public class MilvusVectorStore extends DocumentStore implements AutoCloseable {
* Prefer store operations so pooled lifecycle management remains automatic.
*/
@Deprecated
public MilvusClientV2 getClient() {
MilvusClientV2 current = compatibilityClient;
if (current != null) {
return current;
public synchronized MilvusClientV2 getClient() {
if (closed) {
throw new IllegalStateException("Milvus vector store is closed");
}
synchronized (this) {
if (compatibilityClient == null) {
compatibilityClient = new MilvusClientV2(
MilvusClientManager.buildConnectConfig(config)
);
}
return compatibilityClient;
if (compatibilityClient == null) {
compatibilityClient = new MilvusClientV2(
MilvusClientManager.buildConnectConfig(config)
);
}
return compatibilityClient;
}
@Override
public void close() {
MilvusClientV2 legacyClient = compatibilityClient;
compatibilityClient = null;
MilvusClientV2 legacyClient;
synchronized (this) {
if (closed) {
return;
}
closed = true;
legacyClient = compatibilityClient;
compatibilityClient = null;
}
if (legacyClient != null) {
try {
legacyClient.close(1L);

View File

@@ -37,6 +37,7 @@ public class MilvusVectorStoreConfig implements DocumentStoreConfig {
private long poolMaxWaitMillis = 3_000L;
private long poolEvictionIntervalMillis = 60_000L;
private long poolMinEvictableIdleMillis = 300_000L;
private long searchTimeoutMillis = 10_000L;
public String getUri() {
return uri;
@@ -150,6 +151,14 @@ public class MilvusVectorStoreConfig implements DocumentStoreConfig {
this.poolMinEvictableIdleMillis = poolMinEvictableIdleMillis;
}
public long getSearchTimeoutMillis() {
return searchTimeoutMillis;
}
public void setSearchTimeoutMillis(long searchTimeoutMillis) {
this.searchTimeoutMillis = searchTimeoutMillis;
}
@Override
public boolean checkAvailable() {
return StringUtil.hasText(this.uri);

View File

@@ -72,4 +72,21 @@ public class MilvusVectorStoreCompatibilityTest {
Assert.assertEquals(Double.valueOf(0.0D), MilvusVectorStore.normalizeScore(-1.0F));
Assert.assertNull(MilvusVectorStore.normalizeScore(null));
}
@Test
public void shouldRejectCompatibilityClientAfterStoreCloses() {
MilvusVectorStoreConfig config = new MilvusVectorStoreConfig();
config.setUri("http://127.0.0.1:19530");
MilvusVectorStore store = new MilvusVectorStore(config);
store.close();
try {
store.getClient();
Assert.fail("A closed store must not recreate a compatibility client");
} catch (IllegalStateException expected) {
Assert.assertEquals(
"Milvus vector store is closed", expected.getMessage());
}
}
}

View File

@@ -44,5 +44,14 @@ public class MilvusVectorStoreConfigTest {
Assert.assertEquals(1, config.getPoolMinIdlePerKey());
Assert.assertEquals(3_000L, config.getPoolMaxWaitMillis());
Assert.assertEquals(300_000L, config.getPoolMinEvictableIdleMillis());
Assert.assertEquals(10_000L, config.getSearchTimeoutMillis());
}
@Test(expected = IllegalArgumentException.class)
public void testSearchTimeoutMustLeaveCleanupMargin() {
MilvusVectorStoreConfig config = new MilvusVectorStoreConfig();
config.setUri("http://127.0.0.1:19530");
config.setSearchTimeoutMillis(200L);
new MilvusVectorStore(config);
}
}

View File

@@ -0,0 +1,935 @@
package com.easyagents.store.milvus;
import com.easyagents.core.document.Document;
import com.easyagents.core.store.SearchWrapper;
import com.easyagents.core.store.StoreOptions;
import com.easyagents.core.store.StoreTimeoutException;
import io.grpc.Context;
import io.grpc.Server;
import io.grpc.netty.shaded.io.grpc.netty.NettyServerBuilder;
import io.grpc.stub.ServerCallStreamObserver;
import io.grpc.stub.StreamObserver;
import io.milvus.grpc.CheckHealthRequest;
import io.milvus.grpc.CheckHealthResponse;
import io.milvus.grpc.ConnectRequest;
import io.milvus.grpc.ConnectResponse;
import io.milvus.grpc.CollectionSchema;
import io.milvus.grpc.DataType;
import io.milvus.grpc.DescribeCollectionRequest;
import io.milvus.grpc.DescribeCollectionResponse;
import io.milvus.grpc.ErrorCode;
import io.milvus.grpc.FieldSchema;
import io.milvus.grpc.GetLoadStateRequest;
import io.milvus.grpc.GetLoadStateResponse;
import io.milvus.grpc.ListDatabasesRequest;
import io.milvus.grpc.ListDatabasesResponse;
import io.milvus.grpc.LoadCollectionRequest;
import io.milvus.grpc.LoadState;
import io.milvus.grpc.MilvusServiceGrpc;
import io.milvus.grpc.QueryRequest;
import io.milvus.grpc.QueryResults;
import io.milvus.v2.client.MilvusClientV2;
import io.milvus.v2.service.vector.request.QueryReq;
import org.junit.Assert;
import org.junit.Test;
import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import java.util.Set;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.CountDownLatch;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.Future;
import java.util.concurrent.TimeUnit;
import java.util.concurrent.TimeoutException;
import java.util.concurrent.atomic.AtomicBoolean;
import java.util.concurrent.atomic.AtomicInteger;
import java.util.concurrent.atomic.AtomicReference;
import java.util.function.BooleanSupplier;
public class MilvusVectorStoreGrpcTest {
private static final long AWAIT_SECONDS = 5L;
@Test(timeout = 10_000L)
public void shouldUseOneSdkAttemptAndKeepClientReusable() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 2_000L)) {
fixture.manager.markCollectionLoaded("docs");
Assert.assertEquals(
0L,
MilvusClientManager.buildConnectConfig(fixture.config).getRpcDeadlineMs()
);
server.failQueriesWithUnavailable();
assertSearchFails(fixture.store, "docs");
Assert.assertEquals(1, server.queryCalls.get());
Assert.assertEquals(0, fixture.manager.getActiveClientCount());
Assert.assertEquals(1, fixture.manager.getIdleClientCount());
server.succeedQueries();
Assert.assertTrue(search(fixture.store, "docs").isEmpty());
Assert.assertEquals(2, server.queryCalls.get());
Assert.assertEquals(1, server.connectCalls.get());
}
}
@Test(timeout = 10_000L)
public void shouldReleaseAndReuseClientAfterContextDeadline() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 1_000L)) {
fixture.manager.markCollectionLoaded("docs");
fixture.manager.withClient(client -> client);
QueryBlock block = server.blockQueries();
ExecutorService executor = Executors.newSingleThreadExecutor();
try {
Future<List<Document>> search = executor.submit(() ->
search(fixture.store, "docs"));
block.awaitEntered();
block.awaitCancelled();
Throwable failure = futureFailure(search);
Assert.assertTrue(failure.toString(),
failure instanceof StoreTimeoutException);
Assert.assertTrue(server.querySawDeadline.get());
Assert.assertEquals(0, fixture.manager.getActiveClientCount());
Assert.assertEquals(1, fixture.manager.getIdleClientCount());
server.succeedQueries();
Assert.assertTrue(search(fixture.store, "docs").isEmpty());
Assert.assertEquals(1, server.connectCalls.get());
} finally {
executor.shutdownNow();
}
}
}
@Test(timeout = 10_000L)
public void shouldReleaseAndReuseClientAfterThreadInterrupt() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 5_000L)) {
fixture.manager.markCollectionLoaded("docs");
fixture.manager.withClient(client -> client);
QueryBlock block = server.blockQueries();
CountDownLatch finished = new CountDownLatch(1);
AtomicReference<Throwable> failure = new AtomicReference<>();
AtomicBoolean interrupted = new AtomicBoolean();
Thread searchThread = new Thread(() -> {
try {
search(fixture.store, "docs");
} catch (Throwable exception) {
failure.set(exception);
} finally {
interrupted.set(Thread.currentThread().isInterrupted());
finished.countDown();
}
}, "milvus-interrupt-test");
searchThread.start();
block.awaitEntered();
searchThread.interrupt();
Assert.assertTrue(finished.await(AWAIT_SECONDS, TimeUnit.SECONDS));
block.awaitCancelled();
Assert.assertNotNull(failure.get());
Assert.assertTrue(interrupted.get());
Assert.assertEquals(0, fixture.manager.getActiveClientCount());
Assert.assertEquals(1, fixture.manager.getIdleClientCount());
server.succeedQueries();
Assert.assertTrue(search(fixture.store, "docs").isEmpty());
Assert.assertEquals(1, server.connectCalls.get());
}
}
@Test(timeout = 10_000L)
public void shouldKeepPoolAfterOrdinaryBusinessFailure() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 2_000L)) {
MilvusClientV2 first = fixture.manager.withClient(client -> client);
try {
fixture.manager.withClient(client -> {
throw new IllegalArgumentException("synthetic business failure");
});
Assert.fail("The business failure must be propagated");
} catch (IllegalArgumentException expected) {
Assert.assertEquals("synthetic business failure", expected.getMessage());
}
MilvusClientV2 second = fixture.manager.withClient(client -> client);
Assert.assertSame(first, second);
Assert.assertEquals(1, server.connectCalls.get());
Assert.assertEquals(0, fixture.manager.getActiveClientCount());
Assert.assertEquals(1, fixture.manager.getIdleClientCount());
}
}
@Test(timeout = 10_000L)
public void shouldAttachContextToEveryClientOperation() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 2_000L)) {
Context callerContext = Context.current();
Context operationContext = fixture.manager.withClient(client ->
Context.current());
Assert.assertNotSame(callerContext, operationContext);
Assert.assertTrue(operationContext.isCancelled());
}
}
@Test(timeout = 10_000L)
public void shouldCapPoolWaitByRemainingSearchDeadline() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 5_000L)) {
fixture.manager.markCollectionLoaded("docs");
ExecutorService executor = Executors.newSingleThreadExecutor();
CountDownLatch borrowed = new CountDownLatch(1);
CountDownLatch release = new CountDownLatch(1);
try {
Future<?> holder = executor.submit(() ->
fixture.manager.withClient(client -> {
borrowed.countDown();
try {
Assert.assertTrue(release.await(
AWAIT_SECONDS, TimeUnit.SECONDS));
} catch (InterruptedException exception) {
Thread.currentThread().interrupt();
throw new IllegalStateException(exception);
}
return null;
}));
Assert.assertTrue(borrowed.await(
AWAIT_SECONDS, TimeUnit.SECONDS));
StoreOptions options = StoreOptions.ofCollectionName("docs");
options.setTimeoutMillis(500L);
long startedAt = System.nanoTime();
try {
search(fixture.store, options);
Assert.fail("Pool wait must respect the remaining deadline");
} catch (RuntimeException expected) {
Assert.assertTrue(expected.toString(),
expected instanceof StoreTimeoutException);
long elapsedMillis = TimeUnit.NANOSECONDS.toMillis(
System.nanoTime() - startedAt);
Assert.assertTrue("elapsedMillis=" + elapsedMillis,
elapsedMillis < 800L);
}
release.countDown();
holder.get(AWAIT_SECONDS, TimeUnit.SECONDS);
Assert.assertEquals(0, fixture.manager.getActiveClientCount());
} finally {
release.countDown();
executor.shutdownNow();
}
}
}
@Test(timeout = 10_000L)
public void shouldInvalidateOnlyClosedClient() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 2, 2_000L)) {
ExecutorService executor = Executors.newSingleThreadExecutor();
CountDownLatch firstBorrowed = new CountDownLatch(1);
CountDownLatch releaseFirst = new CountDownLatch(1);
try {
Future<?> holder = executor.submit(() ->
fixture.manager.withClient(client -> {
firstBorrowed.countDown();
try {
Assert.assertTrue(releaseFirst.await(
AWAIT_SECONDS, TimeUnit.SECONDS));
} catch (InterruptedException exception) {
Thread.currentThread().interrupt();
throw new IllegalStateException(exception);
}
return null;
}));
Assert.assertTrue(firstBorrowed.await(
AWAIT_SECONDS, TimeUnit.SECONDS));
fixture.manager.withClient(client -> client);
releaseFirst.countDown();
holder.get(AWAIT_SECONDS, TimeUnit.SECONDS);
Assert.assertEquals(2, fixture.manager.getIdleClientCount());
AtomicReference<MilvusClientV2> closed = new AtomicReference<>();
try {
fixture.manager.withClient(client -> {
closed.set(client);
client.close();
throw new IllegalStateException("synthetic closed client");
});
Assert.fail("The closed-client failure must be propagated");
} catch (IllegalStateException expected) {
Assert.assertEquals(
"synthetic closed client", expected.getMessage());
}
Assert.assertEquals(1, fixture.manager.getIdleClientCount());
MilvusClientV2 remaining = fixture.manager.withClient(
client -> client);
Assert.assertNotSame(closed.get(), remaining);
Assert.assertEquals(2, server.connectCalls.get());
} finally {
releaseFirst.countDown();
executor.shutdownNow();
}
}
}
@Test(timeout = 10_000L)
public void shouldLoadSameCollectionOnlyOnce() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 2, 3_000L)) {
LoadGate gate = server.blockLoad("shared");
ExecutorService executor = Executors.newFixedThreadPool(2);
try {
Future<List<Document>> first = executor.submit(() ->
search(fixture.store, "shared"));
gate.awaitEntered();
Future<List<Document>> second = executor.submit(() ->
search(fixture.store, "shared"));
MilvusClientManager.CollectionLoadTicket follower =
fixture.manager.beginCollectionLoad("shared");
Assert.assertFalse(follower.isLeader());
awaitCondition(() -> follower.completion().getNumberOfDependents() > 0);
Assert.assertEquals(1, server.loadCalls("shared"));
Assert.assertEquals(1, fixture.manager.getActiveClientCount());
gate.release();
Assert.assertTrue(first.get(AWAIT_SECONDS, TimeUnit.SECONDS).isEmpty());
Assert.assertTrue(second.get(AWAIT_SECONDS, TimeUnit.SECONDS).isEmpty());
Assert.assertEquals(1, server.loadCalls("shared"));
Assert.assertTrue(fixture.manager.isCollectionLoaded("shared"));
} finally {
gate.release();
executor.shutdownNow();
}
}
}
@Test(timeout = 10_000L)
public void shouldRemoveLeaderTicketAfterLateCacheHit() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer()) {
MilvusVectorStoreConfig config = new MilvusVectorStoreConfig();
config.setUri(server.uri());
config.setDefaultCollectionName("docs");
config.setPoolMinIdlePerKey(0);
config.setSearchTimeoutMillis(2_000L);
RacingMilvusClientManager manager =
new RacingMilvusClientManager(config, "late-hit");
MilvusVectorStore store = new MilvusVectorStore(config, manager);
try {
Assert.assertTrue(search(store, "late-hit").isEmpty());
manager.markCollectionUnloaded("late-hit");
Assert.assertTrue(search(store, "late-hit").isEmpty());
Assert.assertEquals(1, server.loadCalls("late-hit"));
Assert.assertTrue(manager.isCollectionLoaded("late-hit"));
} finally {
store.close();
manager.close();
}
}
}
@Test(timeout = 10_000L)
public void shouldLoadDifferentCollectionsInParallel() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 2, 3_000L)) {
LoadGate firstGate = server.blockLoad("first");
LoadGate secondGate = server.blockLoad("second");
ExecutorService executor = Executors.newFixedThreadPool(2);
try {
Future<List<Document>> first = executor.submit(() ->
search(fixture.store, "first"));
Future<List<Document>> second = executor.submit(() ->
search(fixture.store, "second"));
firstGate.awaitEntered();
secondGate.awaitEntered();
Assert.assertEquals(2, server.activeLoads.get());
Assert.assertEquals(2, server.maxConcurrentLoads.get());
Assert.assertEquals(2, fixture.manager.getActiveClientCount());
firstGate.release();
secondGate.release();
Assert.assertTrue(first.get(AWAIT_SECONDS, TimeUnit.SECONDS).isEmpty());
Assert.assertTrue(second.get(AWAIT_SECONDS, TimeUnit.SECONDS).isEmpty());
} finally {
firstGate.release();
secondGate.release();
executor.shutdownNow();
}
}
}
@Test(timeout = 10_000L)
public void shouldReelectFollowerAfterLoadLeaderTimesOut() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 3_000L)) {
LoadGate gate = server.blockLoad("reelect");
ExecutorService executor = Executors.newFixedThreadPool(2);
try {
StoreOptions shortBudget =
StoreOptions.ofCollectionName("reelect");
shortBudget.setTimeoutMillis(500L);
Future<List<Document>> first = executor.submit(() ->
search(fixture.store, shortBudget));
gate.awaitEntered();
Future<List<Document>> second = executor.submit(() ->
search(fixture.store, "reelect"));
awaitCondition(() -> server.loadCalls("reelect") == 2);
gate.release();
Throwable firstFailure = futureFailure(first);
Assert.assertTrue(firstFailure.toString(),
firstFailure instanceof StoreTimeoutException);
Assert.assertTrue(second.get(
AWAIT_SECONDS, TimeUnit.SECONDS).isEmpty());
Assert.assertEquals(2, server.loadCalls("reelect"));
Assert.assertTrue(
fixture.manager.isCollectionLoaded("reelect"));
} finally {
gate.release();
executor.shutdownNow();
}
}
}
@Test(timeout = 10_000L)
public void shouldCancelWaitingFollowerWithoutBorrowingClient() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 5_000L)) {
MilvusClientManager.CollectionLoadTicket leader =
fixture.manager.beginCollectionLoad("waiting");
CountDownLatch finished = new CountDownLatch(1);
AtomicReference<Throwable> failure = new AtomicReference<>();
Thread follower = new Thread(() -> {
try {
search(fixture.store, "waiting");
} catch (Throwable exception) {
failure.set(exception);
} finally {
finished.countDown();
}
}, "milvus-load-follower-test");
try {
follower.start();
awaitCondition(() -> leader.completion().getNumberOfDependents() > 0);
Assert.assertEquals(0, fixture.manager.getActiveClientCount());
Assert.assertEquals(0, server.connectCalls.get());
follower.interrupt();
Assert.assertTrue(finished.await(AWAIT_SECONDS, TimeUnit.SECONDS));
Assert.assertNotNull(failure.get());
Assert.assertFalse(leader.completion().isDone());
Assert.assertEquals(0, fixture.manager.getActiveClientCount());
Assert.assertEquals(0, server.connectCalls.get());
} finally {
follower.interrupt();
fixture.manager.failCollectionLoad(
leader, new IllegalStateException("test cleanup"), false);
fixture.manager.endCollectionLoad(leader);
}
}
}
@Test(timeout = 10_000L)
public void shouldRecoverAfterCollectionLoadFailure() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 2_000L)) {
server.failNextLoad("recoverable");
LoadGate gate = server.blockLoad("recoverable");
ExecutorService executor = Executors.newFixedThreadPool(2);
try {
Future<List<Document>> first = executor.submit(() ->
search(fixture.store, "recoverable"));
gate.awaitEntered();
Future<List<Document>> second = executor.submit(() ->
search(fixture.store, "recoverable"));
MilvusClientManager.CollectionLoadTicket follower =
fixture.manager.beginCollectionLoad("recoverable");
Assert.assertFalse(follower.isLeader());
awaitCondition(() ->
follower.completion().getNumberOfDependents() > 0);
gate.release();
assertFutureFails(first);
assertFutureFails(second);
} finally {
gate.release();
executor.shutdownNow();
}
Assert.assertEquals(1, server.loadCalls("recoverable"));
Assert.assertFalse(fixture.manager.isCollectionLoaded("recoverable"));
Assert.assertEquals(0, fixture.manager.getActiveClientCount());
Assert.assertEquals(1, fixture.manager.getIdleClientCount());
Assert.assertTrue(search(fixture.store, "recoverable").isEmpty());
Assert.assertEquals(2, server.loadCalls("recoverable"));
Assert.assertTrue(fixture.manager.isCollectionLoaded("recoverable"));
Assert.assertEquals(1, server.connectCalls.get());
}
}
@Test(timeout = 10_000L)
public void shouldCancelActiveRpcWhenManagerCloses() throws Exception {
FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 5_000L);
ExecutorService executor = Executors.newFixedThreadPool(2);
try {
fixture.manager.markCollectionLoaded("docs");
QueryBlock block = server.blockQueries();
Future<?> operation = executor.submit(() ->
query(fixture.manager));
block.awaitEntered();
Future<?> close = executor.submit(fixture.manager::close);
block.awaitCancelled();
close.get(AWAIT_SECONDS, TimeUnit.SECONDS);
assertFutureFails(operation);
try {
fixture.manager.withClient(client -> null);
Assert.fail("A closed manager must reject client borrows");
} catch (IllegalStateException expected) {
Assert.assertEquals("Milvus client pool is closed", expected.getMessage());
}
} finally {
executor.shutdownNow();
fixture.close();
server.close();
}
}
@Test(timeout = 10_000L)
public void shouldCancelActiveRpcWhenManagerReconfigures() throws Exception {
try (FakeMilvusServer server = new FakeMilvusServer();
Fixture fixture = new Fixture(server, 1, 5_000L)) {
ExecutorService executor = Executors.newFixedThreadPool(2);
try {
QueryBlock block = server.blockQueries();
Future<?> operation = executor.submit(() ->
query(fixture.manager));
block.awaitEntered();
fixture.config.setPoolMaxTotal(2);
Future<Boolean> reconfigure = executor.submit(() ->
fixture.manager.reconfigureIfNeeded(fixture.config));
block.awaitCancelled();
Assert.assertTrue(reconfigure.get(
AWAIT_SECONDS, TimeUnit.SECONDS));
assertFutureFails(operation);
server.succeedQueries();
query(fixture.manager);
} finally {
executor.shutdownNow();
}
}
}
private static Object query(MilvusClientManager manager) {
return manager.withClient(client -> client.query(
QueryReq.builder()
.collectionName("docs")
.filter("id == \"synthetic-id\"")
.outputFields(List.of("id"))
.build()
));
}
private static List<Document> search(MilvusVectorStore store, String collection) {
return search(store, StoreOptions.ofCollectionName(collection));
}
private static List<Document> search(
MilvusVectorStore store,
StoreOptions options
) {
SearchWrapper wrapper = new SearchWrapper();
wrapper.setWithVector(false);
wrapper.eq("id", "synthetic-id");
return store.search(wrapper, options);
}
private static void assertSearchFails(MilvusVectorStore store, String collection) {
try {
search(store, collection);
Assert.fail("The synthetic Milvus failure must be propagated");
} catch (RuntimeException expected) {
Assert.assertNotNull(expected);
}
}
private static void assertFutureFails(Future<?> future)
throws InterruptedException, TimeoutException {
futureFailure(future);
}
private static Throwable futureFailure(Future<?> future)
throws InterruptedException, TimeoutException {
try {
future.get(AWAIT_SECONDS, TimeUnit.SECONDS);
Assert.fail("The synthetic Milvus failure must be propagated");
} catch (ExecutionException expected) {
Assert.assertNotNull(expected.getCause());
return expected.getCause();
}
throw new AssertionError("Expected future to fail");
}
private static void awaitCondition(BooleanSupplier condition)
throws InterruptedException, TimeoutException {
long deadline = System.nanoTime() + TimeUnit.SECONDS.toNanos(AWAIT_SECONDS);
while (!condition.getAsBoolean()) {
if (System.nanoTime() >= deadline) {
throw new TimeoutException("Timed out waiting for test condition");
}
if (Thread.interrupted()) {
throw new InterruptedException();
}
Thread.onSpinWait();
}
}
private static final class Fixture implements AutoCloseable {
private final MilvusVectorStoreConfig config;
private final MilvusClientManager manager;
private final MilvusVectorStore store;
private Fixture(FakeMilvusServer server, int poolSize, long searchTimeoutMillis) {
config = new MilvusVectorStoreConfig();
config.setUri(server.uri());
config.setDefaultCollectionName("docs");
config.setPoolMaxTotal(poolSize);
config.setPoolMaxTotalPerKey(poolSize);
config.setPoolMaxIdlePerKey(poolSize);
config.setPoolMinIdlePerKey(0);
config.setPoolMaxWaitMillis(1_000L);
config.setSearchTimeoutMillis(searchTimeoutMillis);
manager = new MilvusClientManager(config);
store = new MilvusVectorStore(config, manager);
}
@Override
public void close() {
store.close();
manager.close();
}
}
private static final class RacingMilvusClientManager
extends MilvusClientManager {
private final String collectionName;
private final AtomicInteger observations = new AtomicInteger();
private RacingMilvusClientManager(
MilvusVectorStoreConfig config,
String collectionName
) {
super(config);
this.collectionName = collectionName;
}
@Override
boolean isCollectionLoaded(String requestedCollectionName) {
if (collectionName.equals(requestedCollectionName)) {
int observation = observations.getAndIncrement();
if (observation == 0) {
return false;
}
if (observation == 1) {
return true;
}
}
return super.isCollectionLoaded(requestedCollectionName);
}
}
private static final class QueryBlock {
private final CountDownLatch entered = new CountDownLatch(1);
private final CountDownLatch cancelled = new CountDownLatch(1);
private void awaitEntered() throws InterruptedException {
Assert.assertTrue(entered.await(AWAIT_SECONDS, TimeUnit.SECONDS));
}
private void awaitCancelled() throws InterruptedException {
Assert.assertTrue(cancelled.await(AWAIT_SECONDS, TimeUnit.SECONDS));
}
}
private static final class LoadGate {
private final CountDownLatch entered = new CountDownLatch(1);
private final CountDownLatch release = new CountDownLatch(1);
private void awaitEntered() throws InterruptedException {
Assert.assertTrue(entered.await(AWAIT_SECONDS, TimeUnit.SECONDS));
}
private void release() {
release.countDown();
}
}
private static final class FakeMilvusServer implements AutoCloseable {
private static final io.milvus.grpc.Status SUCCESS =
io.milvus.grpc.Status.newBuilder()
.setErrorCode(ErrorCode.Success)
.setCode(0)
.build();
private final AtomicInteger connectCalls = new AtomicInteger();
private final AtomicInteger queryCalls = new AtomicInteger();
private final AtomicInteger activeLoads = new AtomicInteger();
private final AtomicInteger maxConcurrentLoads = new AtomicInteger();
private final AtomicBoolean querySawDeadline = new AtomicBoolean();
private final ConcurrentHashMap<String, AtomicInteger> loadCalls =
new ConcurrentHashMap<>();
private final ConcurrentHashMap<String, LoadGate> loadGates =
new ConcurrentHashMap<>();
private final Set<String> loadedCollections = ConcurrentHashMap.newKeySet();
private final Set<String> failNextLoads = ConcurrentHashMap.newKeySet();
private final ExecutorService rpcExecutor = Executors.newCachedThreadPool();
private final Server server;
private volatile QueryAction queryAction = QueryAction.SUCCESS;
private volatile QueryBlock queryBlock;
private FakeMilvusServer() throws IOException {
server = NettyServerBuilder.forPort(0)
.executor(rpcExecutor)
.addService(new Service())
.build()
.start();
}
private String uri() {
return "http://127.0.0.1:" + server.getPort();
}
private void succeedQueries() {
queryAction = QueryAction.SUCCESS;
queryBlock = null;
}
private void failQueriesWithUnavailable() {
queryAction = QueryAction.UNAVAILABLE;
queryBlock = null;
}
private QueryBlock blockQueries() {
QueryBlock block = new QueryBlock();
queryBlock = block;
queryAction = QueryAction.BLOCK;
return block;
}
private LoadGate blockLoad(String collectionName) {
LoadGate gate = new LoadGate();
loadGates.put(collectionName, gate);
return gate;
}
private void failNextLoad(String collectionName) {
failNextLoads.add(collectionName);
}
private int loadCalls(String collectionName) {
AtomicInteger calls = loadCalls.get(collectionName);
return calls == null ? 0 : calls.get();
}
@Override
public void close() {
for (LoadGate gate : new ArrayList<>(loadGates.values())) {
gate.release();
}
server.shutdownNow();
try {
server.awaitTermination(AWAIT_SECONDS, TimeUnit.SECONDS);
} catch (InterruptedException exception) {
Thread.currentThread().interrupt();
} finally {
rpcExecutor.shutdownNow();
}
}
private enum QueryAction {
SUCCESS,
UNAVAILABLE,
BLOCK
}
private final class Service extends MilvusServiceGrpc.MilvusServiceImplBase {
@Override
public void connect(
ConnectRequest request,
StreamObserver<ConnectResponse> observer
) {
connectCalls.incrementAndGet();
observer.onNext(ConnectResponse.newBuilder()
.setStatus(SUCCESS)
.setIdentifier(1L)
.build());
observer.onCompleted();
}
@Override
public void listDatabases(
ListDatabasesRequest request,
StreamObserver<ListDatabasesResponse> observer
) {
observer.onNext(ListDatabasesResponse.newBuilder()
.setStatus(SUCCESS)
.addDbNames("default")
.build());
observer.onCompleted();
}
@Override
public void checkHealth(
CheckHealthRequest request,
StreamObserver<CheckHealthResponse> observer
) {
observer.onNext(CheckHealthResponse.newBuilder()
.setStatus(SUCCESS)
.setIsHealthy(true)
.build());
observer.onCompleted();
}
@Override
public void getLoadState(
GetLoadStateRequest request,
StreamObserver<GetLoadStateResponse> observer
) {
LoadState state = loadedCollections.contains(request.getCollectionName())
? LoadState.LoadStateLoaded
: LoadState.LoadStateNotLoad;
observer.onNext(GetLoadStateResponse.newBuilder()
.setStatus(SUCCESS)
.setState(state)
.build());
observer.onCompleted();
}
@Override
public void describeCollection(
DescribeCollectionRequest request,
StreamObserver<DescribeCollectionResponse> observer
) {
CollectionSchema schema = CollectionSchema.newBuilder()
.setName(request.getCollectionName())
.addFields(FieldSchema.newBuilder()
.setName("id")
.setIsPrimaryKey(true)
.setDataType(DataType.VarChar)
.build())
.build();
observer.onNext(DescribeCollectionResponse.newBuilder()
.setStatus(SUCCESS)
.setCollectionName(request.getCollectionName())
.setSchema(schema)
.build());
observer.onCompleted();
}
@Override
public void loadCollection(
LoadCollectionRequest request,
StreamObserver<io.milvus.grpc.Status> observer
) {
String collectionName = request.getCollectionName();
loadCalls.computeIfAbsent(
collectionName, ignored -> new AtomicInteger()).incrementAndGet();
LoadGate gate = loadGates.get(collectionName);
if (gate != null) {
int active = activeLoads.incrementAndGet();
maxConcurrentLoads.accumulateAndGet(active, Math::max);
gate.entered.countDown();
try {
if (!gate.release.await(AWAIT_SECONDS, TimeUnit.SECONDS)) {
observer.onError(io.grpc.Status.DEADLINE_EXCEEDED
.withDescription("test load gate timed out")
.asRuntimeException());
return;
}
} catch (InterruptedException exception) {
Thread.currentThread().interrupt();
observer.onError(io.grpc.Status.CANCELLED
.withCause(exception)
.asRuntimeException());
return;
} finally {
activeLoads.decrementAndGet();
}
}
if (failNextLoads.remove(collectionName)) {
observer.onNext(io.milvus.grpc.Status.newBuilder()
.setErrorCode(ErrorCode.UnexpectedError)
.setCode(1)
.setReason("synthetic load failure")
.build());
observer.onCompleted();
return;
}
loadedCollections.add(collectionName);
observer.onNext(SUCCESS);
observer.onCompleted();
}
@Override
public void query(
QueryRequest request,
StreamObserver<QueryResults> observer
) {
queryCalls.incrementAndGet();
querySawDeadline.compareAndSet(
false, Context.current().getDeadline() != null);
QueryAction action = queryAction;
if (action == QueryAction.UNAVAILABLE) {
observer.onError(io.grpc.Status.UNAVAILABLE
.withDescription("synthetic query failure")
.asRuntimeException());
return;
}
if (action == QueryAction.BLOCK) {
QueryBlock block = queryBlock;
@SuppressWarnings("unchecked")
ServerCallStreamObserver<QueryResults> serverObserver =
(ServerCallStreamObserver<QueryResults>) observer;
serverObserver.setOnCancelHandler(block.cancelled::countDown);
block.entered.countDown();
return;
}
observer.onNext(QueryResults.newBuilder()
.setStatus(SUCCESS)
.setCollectionName(request.getCollectionName())
.build());
observer.onCompleted();
}
}
}
}

View File

@@ -63,7 +63,7 @@ public class MilvusVectorStoreIntegrationTest {
assertQueryFailureIsNotReportedAsEmpty(store, options);
assertPoolExhaustionIsBounded(manager);
assertFailedClientIsNotReused(manager);
assertBusinessFailurePreservesClient(manager);
Assert.assertTrue(store.checkAvailable());
} finally {
try {
@@ -104,10 +104,11 @@ public class MilvusVectorStoreIntegrationTest {
}
}
private static void assertFailedClientIsNotReused(MilvusClientManager manager)
private static void assertBusinessFailurePreservesClient(MilvusClientManager manager)
throws InterruptedException, ExecutionException {
ExecutorService executor = Executors.newFixedThreadPool(2);
CountDownLatch borrowed = new CountDownLatch(1);
CountDownLatch waiterStarted = new CountDownLatch(1);
CountDownLatch fail = new CountDownLatch(1);
AtomicReference<Object> failedClient = new AtomicReference<>();
try {
@@ -132,11 +133,14 @@ public class MilvusVectorStoreIntegrationTest {
}
});
Assert.assertTrue(borrowed.await(2, TimeUnit.SECONDS));
Future<Object> waiting = executor.submit(() -> manager.withClient(client -> client));
Thread.sleep(100L);
Future<Object> waiting = executor.submit(() -> {
waiterStarted.countDown();
return manager.withClient(client -> client);
});
Assert.assertTrue(waiterStarted.await(2, TimeUnit.SECONDS));
fail.countDown();
failing.get();
Assert.assertNotSame(failedClient.get(), waiting.get());
Assert.assertSame(failedClient.get(), waiting.get());
} finally {
fail.countDown();
executor.shutdownNow();