task-14: batch read image db cache and touch only actual hits

This commit is contained in:
2026-08-29 17:16:40 +08:00
parent 4030897d49
commit d1ea8feb6f
3 changed files with 375 additions and 2 deletions
@@ -144,9 +144,15 @@ public class SimilarAsinImagePrefetchService {
cachedHashes.addAll(found);
}
}
// Task 14:只对实际命中的 url_hash 更新 last_used_at,未命中不 touch。
for (int start = 0; start < allHashes.size(); start += CACHE_LOOKUP_BATCH_SIZE) {
taskImageCacheMapper.touchLastUsedBatch(allHashes.subList(start,
Math.min(start + CACHE_LOOKUP_BATCH_SIZE, allHashes.size())));
List<String> batch = allHashes.subList(start,
Math.min(start + CACHE_LOOKUP_BATCH_SIZE, allHashes.size()));
List<String> hitBatch = new ArrayList<>(batch);
hitBatch.retainAll(cachedHashes);
if (!hitBatch.isEmpty()) {
taskImageCacheMapper.touchLastUsedBatch(hitBatch);
}
}
hit = cachedHashes.size();
}
@@ -189,6 +195,75 @@ public class SimilarAsinImagePrefetchService {
taskId, urls.size(), hit, miss, fail);
}
/**
* Task 14:批量直读 DB cache 缩略图。一次 IN 查询返回全部命中字节;
* last_used_at 只对实际命中的 url_hash 更新(touch 集合 = 命中集合),
* 未命中 url 不产生任何 touch。输入按传入顺序返回,未命中为 null。
* 失败/开关关闭返回空列表,由调用方走回退路径。
*/
List<byte[]> lookupBatch(List<String> urls) {
List<byte[]> result = new ArrayList<>();
if (!properties.isImageDbCacheEnabled()) {
return result;
}
if (urls == null || urls.isEmpty()) {
return result;
}
try {
List<String> hashes = new ArrayList<>(urls.size());
for (String url : urls) {
if (url == null) {
result.add(null);
continue;
}
String trimmed = url.trim();
if (trimmed.isEmpty()) {
result.add(null);
continue;
}
hashes.add(sha256Hex(trimmed));
result.add(null);
}
if (hashes.isEmpty()) {
return result;
}
Map<String, byte[]> bytesByHash = new LinkedHashMap<>();
List<String> hitHashes = new ArrayList<>();
for (int start = 0; start < hashes.size(); start += CACHE_LOOKUP_BATCH_SIZE) {
List<String> batch = hashes.subList(start,
Math.min(start + CACHE_LOOKUP_BATCH_SIZE, hashes.size()));
List<TaskImageCacheEntity> rows = taskImageCacheMapper.selectBytesByUrlHashes(batch);
if (rows == null) {
continue;
}
for (TaskImageCacheEntity row : rows) {
if (row != null && row.getUrlHash() != null && row.getImageBytes() != null
&& row.getImageBytes().length > 0) {
if (bytesByHash.putIfAbsent(row.getUrlHash(), row.getImageBytes()) == null) {
hitHashes.add(row.getUrlHash());
}
}
}
}
for (int i = 0; i < hashes.size(); i++) {
byte[] bytes = bytesByHash.get(hashes.get(i));
if (bytes != null) {
result.set(i, bytes);
}
}
if (!hitHashes.isEmpty()) {
for (int start = 0; start < hitHashes.size(); start += CACHE_LOOKUP_BATCH_SIZE) {
taskImageCacheMapper.touchLastUsedBatch(hitHashes.subList(start,
Math.min(start + CACHE_LOOKUP_BATCH_SIZE, hitHashes.size())));
}
}
} catch (Exception ex) {
log.debug("[similar-asin] prefetch batch lookup failed urls={} err={}", urls.size(), ex.getMessage());
return List.of();
}
return result;
}
/**
* P2-11DB cache 直读入口。命中时同步 touchLastUsed,便于 LRU 清理。
* 失败/未命中返回 null,由调用方走回退路径。
@@ -45,6 +45,14 @@ public interface TaskImageCacheMapper extends BaseMapper<TaskImageCacheEntity> {
@Select("SELECT image_bytes FROM biz_task_image_cache WHERE url_hash = #{urlHash} LIMIT 1")
byte[] selectBytesByUrlHash(@Param("urlHash") String urlHash);
/**
* Task 14:批量直读缩略图字节。只 select url_hash + image_bytes 两列,
* 避免把整行 entity(含 url 字符串)拉回 JVM;配合 batchSize 分片控制 IN 长度。
*/
@Select("<script>SELECT url_hash, image_bytes FROM biz_task_image_cache WHERE url_hash IN " +
"<foreach collection='urlHashes' item='hash' open='(' separator=',' close=')'>#{hash}</foreach></script>")
List<TaskImageCacheEntity> selectBytesByUrlHashes(@Param("urlHashes") List<String> urlHashes);
@Select("SELECT COALESCE(SUM(byte_size), 0) FROM biz_task_image_cache")
Long sumByteSize();
@@ -0,0 +1,290 @@
package com.nanri.aiimage.modules.similarasin.service;
import com.nanri.aiimage.config.SimilarAsinProperties;
import com.nanri.aiimage.modules.similarasin.util.SimilarAsinImageEmbedder;
import com.nanri.aiimage.modules.task.mapper.TaskImageCacheMapper;
import com.nanri.aiimage.modules.task.model.entity.TaskImageCacheEntity;
import org.junit.jupiter.api.AfterEach;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.extension.ExtendWith;
import org.mockito.InjectMocks;
import org.mockito.Mock;
import org.mockito.junit.jupiter.MockitoExtension;
import java.lang.reflect.Method;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.concurrent.atomic.AtomicInteger;
import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertNotNull;
import static org.junit.jupiter.api.Assertions.assertNull;
import static org.junit.jupiter.api.Assertions.assertThrows;
import static org.junit.jupiter.api.Assertions.assertTrue;
import static org.mockito.ArgumentMatchers.any;
import static org.mockito.ArgumentMatchers.anyString;
import static org.mockito.ArgumentMatchers.eq;
import static org.mockito.Mockito.doAnswer;
import static org.mockito.Mockito.lenient;
import static org.mockito.Mockito.never;
import static org.mockito.Mockito.times;
import static org.mockito.Mockito.verify;
import static org.mockito.Mockito.when;
/**
* Task 14:图片 DB cache 改为批量读取缩略图,并只更新实际命中的 last_used_at。
* 批量 lookup 入口(lookupBatch)一次 IN 查询返回命中字节 Map;
* last_used_at 只对实际命中的 url_hash 更新(touch 集合 = 命中集合),
* 未命中 url 不产生任何 touch/insert。单 URL 旧入口 lookup 语义保持兼容。
*/
@ExtendWith(MockitoExtension.class)
class SimilarAsinImagePrefetchServiceBatchTest {
@Mock private SimilarAsinImageEmbedder imageEmbedder;
@Mock private TaskImageCacheMapper taskImageCacheMapper;
@Mock private SimilarAsinProperties properties;
@InjectMocks private SimilarAsinImagePrefetchService service;
@BeforeEach
void setUp() {
lenient().when(properties.isImageDbCacheEnabled()).thenReturn(true);
}
@AfterEach
void shutdown() {
service.shutdown();
}
private static String sha256Hex(String value) throws Exception {
java.security.MessageDigest md = java.security.MessageDigest.getInstance("SHA-256");
byte[] digest = md.digest(value.getBytes(java.nio.charset.StandardCharsets.UTF_8));
StringBuilder sb = new StringBuilder(digest.length * 2);
for (byte b : digest) {
sb.append(String.format("%02x", b & 0xFF));
}
return sb.toString();
}
/** stub 批量命中读取:只对 hits 集合内的 hash 返回字节。 */
private void stubBatchRead(List<String> hits, Map<String, byte[]> bytesByHash) {
when(taskImageCacheMapper.selectBytesByUrlHashes(any())).thenAnswer(invocation -> {
List<String> hashes = invocation.getArgument(0);
List<TaskImageCacheEntity> rows = new ArrayList<>();
for (String hash : hashes) {
if (hits.contains(hash)) {
TaskImageCacheEntity row = new TaskImageCacheEntity();
row.setUrlHash(hash);
row.setImageBytes(bytesByHash.get(hash));
rows.add(row);
}
}
return rows;
});
}
/** 调用批量入口,按 url 顺序返回字节(未命中为 null)。 */
@SuppressWarnings("unchecked")
private static List<byte[]> invokeLookupBatch(SimilarAsinImagePrefetchService svc, List<String> urls) throws Exception {
Method m = SimilarAsinImagePrefetchService.class.getDeclaredMethod("lookupBatch", List.class);
m.setAccessible(true);
return (List<byte[]>) m.invoke(svc, urls);
}
@Test
void test_task_014_image_normal_default_path() throws Exception {
// 正常输入:命中与未命中混排,批量读回命中字节,touch 只覆盖实际命中。
List<String> urls = List.of("https://img.example.com/a.jpg", "https://img.example.com/b.jpg");
List<String> hits = List.of(sha256Hex(urls.get(0)));
byte[] bytesA = new byte[]{1, 2, 3};
stubBatchRead(hits, Map.of(sha256Hex(urls.get(0)), bytesA));
List<byte[]> result = invokeLookupBatch(service, urls);
assertEquals(2, result.size(), "批量入口必须按输入顺序返回");
assertEquals(bytesA, result.get(0), "命中行返回缓存字节");
assertNull(result.get(1), "未命中行返回 null,不虚构缓存内容");
verify(taskImageCacheMapper, times(1)).selectBytesByUrlHashes(any());
verify(taskImageCacheMapper, times(1)).touchLastUsedBatch(List.of(sha256Hex(urls.get(0))));
verify(taskImageCacheMapper, never()).touchLastUsed(anyString());
verify(taskImageCacheMapper, never()).insert(any(TaskImageCacheEntity.class));
}
@Test
void test_task_014_image_normal_multiple_items() throws Exception {
// 批量场景:全命中多 url,一次 IN 查询返回全部字节,touch 覆盖全部命中。
List<String> urls = List.of("https://img.example.com/a.jpg", "https://img.example.com/b.jpg",
"https://img.example.com/c.jpg");
List<String> hits = new ArrayList<>();
Map<String, byte[]> bytesByHash = new java.util.LinkedHashMap<>();
for (int i = 0; i < urls.size(); i++) {
hits.add(sha256Hex(urls.get(i)));
bytesByHash.put(hits.get(i), new byte[]{(byte) (i + 1)});
}
stubBatchRead(hits, bytesByHash);
List<byte[]> result = invokeLookupBatch(service, urls);
assertEquals(3, result.size());
for (int i = 0; i < urls.size(); i++) {
assertEquals(bytesByHash.get(sha256Hex(urls.get(i))), result.get(i), "顺序稳定、字节不丢失");
}
verify(taskImageCacheMapper, times(1)).selectBytesByUrlHashes(any());
verify(taskImageCacheMapper, times(1)).touchLastUsedBatch(new ArrayList<>(hits));
verify(taskImageCacheMapper, never()).touchLastUsed(anyString());
}
@Test
void test_task_014_image_normal_repeated_operation_is_idempotent() throws Exception {
// 重复执行同一输入:每次行为一致,不产生重复请求/重复 touch。
List<String> urls = List.of("https://img.example.com/a.jpg");
String hash = sha256Hex(urls.get(0));
stubBatchRead(List.of(hash), Map.of(hash, new byte[]{9}));
invokeLookupBatch(service, urls);
invokeLookupBatch(service, urls);
verify(taskImageCacheMapper, times(2)).selectBytesByUrlHashes(any());
verify(taskImageCacheMapper, times(2)).touchLastUsedBatch(List.of(hash));
verify(taskImageCacheMapper, never()).insert(any(TaskImageCacheEntity.class));
verify(taskImageCacheMapper, never()).touchLastUsed(anyString());
}
@Test
void test_task_014_image_boundary_empty_input() throws Exception {
// 空输入:null/空列表安全返回空结果,不产生任何数据库访问。
List<byte[]> nullResult = invokeLookupBatch(service, null);
assertNotNull(nullResult);
assertTrue(nullResult.isEmpty());
List<byte[]> emptyResult = invokeLookupBatch(service, List.of());
assertNotNull(emptyResult);
assertTrue(emptyResult.isEmpty());
verify(taskImageCacheMapper, never()).selectBytesByUrlHashes(any());
verify(taskImageCacheMapper, never()).touchLastUsedBatch(any());
verify(taskImageCacheMapper, never()).touchLastUsed(anyString());
}
@Test
void test_task_014_image_boundary_single_item() throws Exception {
// 单 url:不依赖批量路径,命中时单次查询 + 单次 touch。
String url = "https://img.example.com/single.jpg";
String hash = sha256Hex(url);
stubBatchRead(List.of(hash), Map.of(hash, new byte[]{7}));
List<byte[]> result = invokeLookupBatch(service, List.of(url));
assertEquals(1, result.size());
assertEquals(7, result.get(0)[0]);
verify(taskImageCacheMapper, times(1)).selectBytesByUrlHashes(any());
verify(taskImageCacheMapper, times(1)).touchLastUsedBatch(List.of(hash));
}
@Test
void test_task_014_image_boundary_limit_and_overflow() throws Exception {
// 大批量(超过单批上限 500):分片查询,命中 touch 只覆盖命中集合。
List<String> urls = new ArrayList<>();
for (int i = 0; i < 1200; i++) {
urls.add("https://img.example.com/overflow-" + i + ".jpg");
}
Map<String, byte[]> bytesByHash = new java.util.LinkedHashMap<>();
List<String> hits = new ArrayList<>();
for (int i = 0; i < 1200; i += 2) {
String hash = sha256Hex(urls.get(i));
hits.add(hash);
bytesByHash.put(hash, new byte[]{(byte) (i % 100)});
}
stubBatchRead(hits, bytesByHash);
List<byte[]> result = invokeLookupBatch(service, urls);
assertEquals(1200, result.size(), "超大批量结果不丢失、顺序稳定");
int hitCount = 0;
for (int i = 0; i < 1200; i++) {
if (i % 2 == 0) {
assertNotNull(result.get(i), "偶数下标命中必须返回字节");
hitCount++;
} else {
assertNull(result.get(i), "奇数下标未命中返回 null");
}
}
assertEquals(600, hitCount);
verify(taskImageCacheMapper, times(3)).selectBytesByUrlHashes(any());
// touch 按单批 500 分片:600 命中 → 2 次 touch 调用,且只覆盖命中集合。
var captor = org.mockito.ArgumentCaptor.forClass(List.class);
verify(taskImageCacheMapper, times(2)).touchLastUsedBatch(captor.capture());
List<List<String>> touchCalls = new ArrayList<>();
for (Object call : captor.getAllValues()) {
@SuppressWarnings("unchecked")
List<String> casted = (List<String>) call;
touchCalls.add(casted);
}
assertEquals(2, touchCalls.size());
assertEquals(500, touchCalls.get(0).size(), "第一批 touch 500 个命中");
assertEquals(100, touchCalls.get(1).size(), "第二批 touch 剩余 100 个命中");
assertEquals(hits.subList(0, 500), touchCalls.get(0), "touch 只覆盖实际命中集合");
assertEquals(hits.subList(500, 600), touchCalls.get(1));
verify(taskImageCacheMapper, never()).touchLastUsed(anyString());
}
@Test
void test_task_014_image_invalid_input_rejected() throws Exception {
// 非法输入:db cache 关闭时批量入口直接返回空,不访问数据库。
lenient().when(properties.isImageDbCacheEnabled()).thenReturn(false);
List<String> urls = List.of("https://img.example.com/a.jpg");
List<byte[]> result = invokeLookupBatch(service, urls);
assertNotNull(result);
assertTrue(result.isEmpty(), "db cache 关闭时必须直接返回空结果");
verify(taskImageCacheMapper, never()).selectBytesByUrlHashes(any());
verify(taskImageCacheMapper, never()).touchLastUsedBatch(any());
}
@Test
void test_task_014_image_dependency_failure_releases_resources() throws Exception {
// 依赖失败:查询抛异常时批量入口返回空结果、无任何 touch/insert 残留;
// 恢复后重试成功。
List<String> urls = List.of("https://img.example.com/a.jpg");
String hash = sha256Hex(urls.get(0));
AtomicInteger callCount = new AtomicInteger(0);
doAnswer(invocation -> {
if (callCount.getAndIncrement() == 0) {
throw new IllegalStateException("db down");
}
TaskImageCacheEntity row = new TaskImageCacheEntity();
row.setUrlHash(hash);
row.setImageBytes(new byte[]{5});
return List.of(row);
}).when(taskImageCacheMapper).selectBytesByUrlHashes(any());
List<byte[]> failed = invokeLookupBatch(service, urls);
assertNotNull(failed);
assertTrue(failed.isEmpty(), "查询失败必须返回空结果而不是抛错阻断组装");
verify(taskImageCacheMapper, never()).touchLastUsedBatch(any());
verify(taskImageCacheMapper, never()).touchLastUsed(anyString());
verify(taskImageCacheMapper, never()).insert(any(TaskImageCacheEntity.class));
List<byte[]> recovered = invokeLookupBatch(service, urls);
assertEquals(1, recovered.size());
assertEquals(5, recovered.get(0)[0], "依赖恢复后重试成功");
verify(taskImageCacheMapper, times(1)).touchLastUsedBatch(List.of(hash));
}
@Test
void test_task_014_image_normal_single_lookup_legacy_compat() throws Exception {
// 兼容性:单 URL 旧入口 lookup 保持"命中才 touch"语义不变。
String url = "https://img.example.com/legacy.jpg";
String hash = sha256Hex(url);
byte[] bytes = new byte[]{6};
when(taskImageCacheMapper.selectBytesByUrlHash(hash)).thenReturn(bytes);
byte[] result = service.lookup(url);
assertEquals(bytes, result);
verify(taskImageCacheMapper, times(1)).touchLastUsed(hash);
assertNull(service.lookup("https://img.example.com/missing.jpg"), "未命中返回 null");
verify(taskImageCacheMapper, times(1)).touchLastUsed(anyString());
}
}