feat: update task routing and coze handling

app/web_source/brand.html

@@ -647,7 +647,7 @@
                 <div class="nav-section" data-column-key="brand_front_tools">
                     <div class="nav-section-title">前端工具</div>
                     <div class="nav-section-items">
-                        <span class="nav-item disabled">采集数据</span>
+                        <a class="nav-item" href="/new_web_source/collect-data.html">采集数据</a>
                         <span class="nav-item disabled">变体分析</span>
                         <button type="button" class="nav-item active" data-panel="brandCheck">品牌检测</button>
                         <a class="nav-item" href="/new_web_source/appearance-patent.html">外观专利检测</a>
@@ -1447,4 +1447,4 @@
     </script>
 </body>
 
-</html>
+</html>

backend-java/docs/patrol-delete-python-api.md

@@ -107,7 +107,7 @@ Content-Type: application/json
 当前超时配置来自后端配置项：
 
 - `aiimage.delete-brand-progress.patrol-delete-stale-timeout-minutes`
-- `aiimage.delete-brand-progress.patrol-delete-initial-timeout-minutes`
+- Python should call `POST /api/tasks/{taskId}/heartbeat` every minute; timeout now uses only the normal stale-timeout setting.
 
 ## 6. 历史清理
 

backend-java/src/main/java/com/nanri/aiimage/common/exception/GlobalExceptionHandler.java

@@ -1,8 +1,13 @@
 package com.nanri.aiimage.common.exception;
 
 import com.nanri.aiimage.common.api.ApiResponse;
+import com.nanri.aiimage.common.service.TaskOwnerForwardService;
+import com.nanri.aiimage.config.TaskOperationLockConfig;
+import jakarta.servlet.http.HttpServletRequest;
 import jakarta.validation.ConstraintViolationException;
+import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.http.ResponseEntity;
 import org.springframework.web.bind.MethodArgumentNotValidException;
 import org.springframework.web.bind.annotation.ExceptionHandler;
 import org.springframework.web.bind.annotation.RestControllerAdvice;
@@ -11,9 +16,32 @@ import org.springframework.web.context.request.async.AsyncRequestNotUsableExcept
 import java.io.IOException;
 
 @Slf4j
+@RequiredArgsConstructor
 @RestControllerAdvice
 public class GlobalExceptionHandler {
 
+    private final TaskOwnerForwardService taskOwnerForwardService;
+
+    @ExceptionHandler(TaskOwnerMismatchException.class)
+    public Object handleTaskOwnerMismatchException(TaskOwnerMismatchException ex, HttpServletRequest request) {
+        TaskOperationLockConfig.releaseRequestLock(request);
+        try {
+            ResponseEntity<byte[]> response = taskOwnerForwardService.forwardCurrentRequest(ex, request);
+            return ResponseEntity.status(response.getStatusCode())
+                    .headers(response.getHeaders())
+                    .body(response.getBody());
+        } catch (BusinessException forwardEx) {
+            return forwardEx.getCode() == null
+                    ? ApiResponse.fail(forwardEx.getMessage())
+                    : ApiResponse.fail(forwardEx.getCode(), forwardEx.getMessage());
+        } catch (Exception forwardEx) {
+            log.warn("[instance-routing] forward failed taskId={} operation={} owner={} current={} msg={}",
+                    ex.getTaskId(), ex.getOperation(), ex.getOwnerInstanceId(), ex.getCurrentInstanceId(),
+                    forwardEx.getMessage(), forwardEx);
+            return ApiResponse.fail(40903, "任务归属实例转发失败: " + forwardEx.getMessage());
+        }
+    }
+
     @ExceptionHandler(BusinessException.class)
     public ApiResponse<Void> handleBusinessException(BusinessException ex) {
         if (Integer.valueOf(40901).equals(ex.getCode())) {

backend-java/src/main/java/com/nanri/aiimage/common/exception/TaskOwnerMismatchException.java

@@ -0,0 +1,36 @@
+package com.nanri.aiimage.common.exception;
+
+public class TaskOwnerMismatchException extends BusinessException {
+
+    private final Long taskId;
+    private final String operation;
+    private final String ownerInstanceId;
+    private final String currentInstanceId;
+
+    public TaskOwnerMismatchException(Long taskId,
+                                      String operation,
+                                      String ownerInstanceId,
+                                      String currentInstanceId) {
+        super(40903, "该任务已绑定到另一台服务实例处理，请通过原实例继续处理");
+        this.taskId = taskId;
+        this.operation = operation;
+        this.ownerInstanceId = ownerInstanceId;
+        this.currentInstanceId = currentInstanceId;
+    }
+
+    public Long getTaskId() {
+        return taskId;
+    }
+
+    public String getOperation() {
+        return operation;
+    }
+
+    public String getOwnerInstanceId() {
+        return ownerInstanceId;
+    }
+
+    public String getCurrentInstanceId() {
+        return currentInstanceId;
+    }
+}

backend-java/src/main/java/com/nanri/aiimage/common/service/TaskOwnerForwardService.java

@@ -0,0 +1,156 @@
+package com.nanri.aiimage.common.service;
+
+import com.nanri.aiimage.common.exception.BusinessException;
+import com.nanri.aiimage.common.exception.TaskOwnerMismatchException;
+import com.nanri.aiimage.config.InstanceRoutingProperties;
+import jakarta.servlet.http.HttpServletRequest;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.http.HttpHeaders;
+import org.springframework.http.HttpMethod;
+import org.springframework.http.MediaType;
+import org.springframework.http.ResponseEntity;
+import org.springframework.http.client.SimpleClientHttpRequestFactory;
+import org.springframework.stereotype.Service;
+import org.springframework.util.StreamUtils;
+import org.springframework.web.client.RestClient;
+import org.springframework.web.util.ContentCachingRequestWrapper;
+
+import java.io.IOException;
+import java.util.Enumeration;
+import java.util.List;
+import java.util.Set;
+
+@Slf4j
+@Service
+@RequiredArgsConstructor
+public class TaskOwnerForwardService {
+
+    public static final String FORWARDED_HEADER = "X-AIIMAGE-Owner-Forwarded";
+
+    private static final Set<String> HOP_BY_HOP_HEADERS = Set.of(
+            "connection",
+            "keep-alive",
+            "proxy-authenticate",
+            "proxy-authorization",
+            "te",
+            "trailer",
+            "transfer-encoding",
+            "upgrade",
+            "host",
+            "content-length"
+    );
+
+    private final InstanceRoutingProperties properties;
+
+    private volatile RestClient sharedRestClient;
+
+    public ResponseEntity<byte[]> forwardCurrentRequest(TaskOwnerMismatchException ex, HttpServletRequest request) {
+        if (request == null) {
+            throw new BusinessException(40903, "无法获取当前请求，不能转发到任务归属实例");
+        }
+        if (hasAlreadyForwarded(request)) {
+            throw new BusinessException(40903, "任务归属实例转发检测到循环，请检查实例路由配置");
+        }
+        HttpMethod method = HttpMethod.valueOf(request.getMethod());
+        String url = resolveUrl(ex, currentPathAndQuery(request));
+        byte[] body = requestBody(request);
+        HttpHeaders headers = copyForwardHeaders(request, ex.getCurrentInstanceId());
+        log.info("[instance-routing] forward {} taskId={} operation={} owner={} current={} url={}",
+                method, ex.getTaskId(), ex.getOperation(), ex.getOwnerInstanceId(), ex.getCurrentInstanceId(), url);
+        return restClient().method(method)
+                .uri(url)
+                .headers(target -> target.addAll(headers))
+                .body(body)
+                .retrieve()
+                .toEntity(byte[].class);
+    }
+
+    private String resolveUrl(TaskOwnerMismatchException ex, String path) {
+        String owner = ex.getOwnerInstanceId();
+        String baseUrl = properties.getRoutes().get(owner);
+        if (baseUrl == null || baseUrl.isBlank()) {
+            throw new BusinessException(40903, "任务归属实例未配置服务路由：" + owner);
+        }
+        return stripTrailingSlash(baseUrl) + ensureLeadingSlash(path);
+    }
+
+    private RestClient restClient() {
+        RestClient client = sharedRestClient;
+        if (client != null) {
+            return client;
+        }
+        synchronized (this) {
+            if (sharedRestClient == null) {
+                SimpleClientHttpRequestFactory requestFactory = new SimpleClientHttpRequestFactory();
+                requestFactory.setConnectTimeout(properties.getConnectTimeoutMillis());
+                requestFactory.setReadTimeout(properties.getReadTimeoutMillis());
+                sharedRestClient = RestClient.builder().requestFactory(requestFactory).build();
+            }
+            return sharedRestClient;
+        }
+    }
+
+    private static boolean hasAlreadyForwarded(HttpServletRequest request) {
+        String value = request.getHeader(FORWARDED_HEADER);
+        return value != null && !value.isBlank();
+    }
+
+    private static String currentPathAndQuery(HttpServletRequest request) {
+        String path = request.getRequestURI();
+        String query = request.getQueryString();
+        return query == null || query.isBlank() ? path : path + "?" + query;
+    }
+
+    private static byte[] requestBody(HttpServletRequest request) {
+        if (request instanceof ContentCachingRequestWrapper wrapper) {
+            byte[] body = wrapper.getContentAsByteArray();
+            return body == null ? new byte[0] : body;
+        }
+        try {
+            return StreamUtils.copyToByteArray(request.getInputStream());
+        } catch (IOException ex) {
+            throw new BusinessException("读取转发请求体失败：" + ex.getMessage());
+        }
+    }
+
+    private static HttpHeaders copyForwardHeaders(HttpServletRequest request, String currentInstanceId) {
+        HttpHeaders headers = new HttpHeaders();
+        Enumeration<String> headerNames = request.getHeaderNames();
+        while (headerNames != null && headerNames.hasMoreElements()) {
+            String headerName = headerNames.nextElement();
+            if (headerName == null || HOP_BY_HOP_HEADERS.contains(headerName.toLowerCase())) {
+                continue;
+            }
+            Enumeration<String> values = request.getHeaders(headerName);
+            while (values != null && values.hasMoreElements()) {
+                headers.add(headerName, values.nextElement());
+            }
+        }
+        headers.set(FORWARDED_HEADER, currentInstanceId == null ? "unknown-instance" : currentInstanceId);
+        if (!headers.containsKey(HttpHeaders.ACCEPT)) {
+            headers.setAccept(List.of(MediaType.APPLICATION_JSON));
+        }
+        if (!headers.containsKey(HttpHeaders.CONTENT_TYPE)
+                && request.getContentType() != null
+                && !request.getContentType().isBlank()) {
+            headers.set(HttpHeaders.CONTENT_TYPE, request.getContentType());
+        }
+        return headers;
+    }
+
+    private static String stripTrailingSlash(String value) {
+        String result = value == null ? "" : value.trim();
+        while (result.endsWith("/")) {
+            result = result.substring(0, result.length() - 1);
+        }
+        return result;
+    }
+
+    private static String ensureLeadingSlash(String value) {
+        if (value == null || value.isBlank()) {
+            return "/";
+        }
+        return value.startsWith("/") ? value : "/" + value;
+    }
+}

backend-java/src/main/java/com/nanri/aiimage/common/util/CozeGroupResultPropagator.java

@@ -50,9 +50,9 @@ public final class CozeGroupResultPropagator {
 
     /**
      * 否定前缀关键字。若当前值同时包含 standard 和这些关键字之一，则不视为命中。
-     * 用于规避"没有侵权""不侵权""未发现明显侵权风险"等被 contains 误判为命中"侵权"的情况。
+     * 用于规避"没有侵权""无侵权""不侵权""未发现明显侵权风险"等被 contains 误判为命中"侵权"的情况。
      */
-    private static final List<String> NEGATIVE_KEYWORDS = Arrays.asList("没有", "不", "未");
+    private static final List<String> NEGATIVE_KEYWORDS = Arrays.asList("没有", "无", "不", "未");
 
     private CozeGroupResultPropagator() {
     }
@@ -134,8 +134,8 @@ public final class CozeGroupResultPropagator {
             }
 
             // 按 hitValues 顺序检测组内是否有命中（包含语义），命中即定下"标准值"。
-            // 命中需同时满足：当前值包含 standard 且不含任何否定关键字（"没有"/"不"/"未"），
-            // 避免"没有侵权""不侵权""未发现明显侵权风险"这类被 contains 误判为命中。
+            // 命中需同时满足：当前值包含 standard 且不含任何否定关键字（"没有"/"无"/"不"/"未"），
+            // 避免"没有侵权""无侵权""不侵权""未发现明显侵权风险"这类被 contains 误判为命中。
             String matchedStandardValue = null;
             outer:
             for (String standard : hitValues) {

backend-java/src/main/java/com/nanri/aiimage/config/AppearancePatentProperties.java

@@ -23,6 +23,11 @@ public class AppearancePatentProperties {
     private int cozePollTimeoutMillis = 600000;
     private int staleTimeoutMinutes = 30;
     private String staleFinalizeCron = "0 */2 * * * *";
+    /**
+     * 末尾不足一批的数据等待该时长后强制提交 Coze。
+     * Python 回传超时后会直接封口；这个配置处理 Python 慢回传但仍未超时的零头批次。
+     */
+    private int cozeFlushPendingMinutes = 1;
 
     @Data
     public static class CozeCredential {

backend-java/src/main/java/com/nanri/aiimage/config/BrandCheckProperties.java

@@ -0,0 +1,15 @@
+package com.nanri.aiimage.config;
+
+import lombok.Data;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+@Data
+@ConfigurationProperties(prefix = "aiimage.brand-check")
+public class BrandCheckProperties {
+    private String baseUrl = "http://47.110.241.161:16890";
+    private String path = "/brand_check";
+    private String token = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9";
+    private String defaultStrategy = "Terms";
+    private int connectTimeoutMillis = 10000;
+    private int readTimeoutMillis = 60000;
+}

backend-java/src/main/java/com/nanri/aiimage/config/DeleteBrandProgressProperties.java

@@ -7,7 +7,6 @@ import org.springframework.boot.context.properties.ConfigurationProperties;
 @ConfigurationProperties(prefix = "aiimage.delete-brand-progress")
 public class DeleteBrandProgressProperties {
     private long heartbeatTimeoutMinutes = 15;
-    private long deleteBrandInitialTimeoutMinutes = 20;
     private String staleCheckCron = "*/30 * * * * *";
 
     /**
@@ -19,24 +18,25 @@ public class DeleteBrandProgressProperties {
      * 商品风险（PRODUCT_RISK_RESOLVE）RUNNING 超时自动收尾/失败，按分钟计算；
      * 与删除品牌共用同一定时调度。
      */
-    private long productRiskStaleTimeoutMinutes = 20;
-    private long productRiskInitialTimeoutMinutes = 20;
+    private long productRiskStaleTimeoutMinutes = 30;
 
     /**
      * Price track RUNNING timeout auto-finalize/fail threshold in minutes.
      */
-    private long priceTrackStaleTimeoutMinutes = 20;
-    private long priceTrackInitialTimeoutMinutes = 20;
+    private long priceTrackStaleTimeoutMinutes = 30;
 
     /**
      * Shop match RUNNING timeout auto-finalize/fail threshold in minutes.
      */
-    private long shopMatchStaleTimeoutMinutes = 20;
-    private long shopMatchInitialTimeoutMinutes = 20;
+    private long shopMatchStaleTimeoutMinutes = 30;
 
     /**
      * Patrol delete RUNNING timeout auto-finalize/fail threshold in minutes.
      */
-    private long patrolDeleteStaleTimeoutMinutes = 20;
-    private long patrolDeleteInitialTimeoutMinutes = 20;
+    private long patrolDeleteStaleTimeoutMinutes = 30;
+
+    /**
+     * Query ASIN RUNNING timeout auto-finalize/fail threshold in minutes.
+     */
+    private long queryAsinStaleTimeoutMinutes = 30;
 }

backend-java/src/main/java/com/nanri/aiimage/config/InstanceRoutingProperties.java

@@ -0,0 +1,17 @@
+package com.nanri.aiimage.config;
+
+import lombok.Data;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+@Data
+@ConfigurationProperties(prefix = "aiimage.instance-routing")
+public class InstanceRoutingProperties {
+
+    private Map<String, String> routes = new LinkedHashMap<>();
+    private int connectTimeoutMillis = 3000;
+    private int readTimeoutMillis = 300000;
+    private int requestBodyCacheLimitBytes = 104857600;
+}

backend-java/src/main/java/com/nanri/aiimage/config/PropertiesConfig.java

@@ -4,6 +4,6 @@ import org.springframework.boot.context.properties.EnableConfigurationProperties
 import org.springframework.context.annotation.Configuration;
 
 @Configuration
-@EnableConfigurationProperties({OssProperties.class, TransientStorageProperties.class, StorageProperties.class, BrandProgressProperties.class, DeleteBrandProgressProperties.class, ZiniaoProperties.class, ModuleCleanupProperties.class, TaskPressureProperties.class, AppearancePatentProperties.class, SimilarAsinProperties.class})
+@EnableConfigurationProperties({OssProperties.class, TransientStorageProperties.class, StorageProperties.class, BrandProgressProperties.class, DeleteBrandProgressProperties.class, BrandCheckProperties.class, ZiniaoProperties.class, ModuleCleanupProperties.class, TaskPressureProperties.class, TaskImageCacheCleanupProperties.class, AppearancePatentProperties.class, SimilarAsinProperties.class, InstanceRoutingProperties.class})
 public class PropertiesConfig {
 }

backend-java/src/main/java/com/nanri/aiimage/config/RequestTraceFilter.java

@@ -6,8 +6,10 @@ import jakarta.servlet.http.HttpServletRequest;
 import jakarta.servlet.http.HttpServletResponse;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Component;
 import org.springframework.web.filter.OncePerRequestFilter;
+import org.springframework.web.util.ContentCachingRequestWrapper;
 
 import java.io.IOException;
 import java.util.Optional;
@@ -18,27 +20,31 @@ public class RequestTraceFilter extends OncePerRequestFilter {
     private static final Logger log = LoggerFactory.getLogger(RequestTraceFilter.class);
 
     private final InstanceMetadata instanceMetadata;
+    private final int requestBodyCacheLimitBytes;
 
-    public RequestTraceFilter(InstanceMetadata instanceMetadata) {
+    public RequestTraceFilter(InstanceMetadata instanceMetadata,
+                              @Value("${aiimage.instance-routing.request-body-cache-limit-bytes:104857600}") int requestBodyCacheLimitBytes) {
         this.instanceMetadata = instanceMetadata;
+        this.requestBodyCacheLimitBytes = Math.max(1024 * 1024, requestBodyCacheLimitBytes);
     }
 
     @Override
     protected void doFilterInternal(HttpServletRequest request, HttpServletResponse response, FilterChain filterChain)
             throws ServletException, IOException {
         long start = System.currentTimeMillis();
+        HttpServletRequest requestToUse = wrapRequestIfNeeded(request, requestBodyCacheLimitBytes);
         String remoteAddr = firstNonBlank(
-                request.getHeader("X-Forwarded-For"),
-                request.getHeader("X-Real-IP"),
-                request.getRemoteAddr()
+                requestToUse.getHeader("X-Forwarded-For"),
+                requestToUse.getHeader("X-Real-IP"),
+                requestToUse.getRemoteAddr()
         );
-        String forwardedProto = request.getHeader("X-Forwarded-Proto");
-        String forwardedHost = firstNonBlank(request.getHeader("X-Forwarded-Host"), request.getHeader("Host"));
-        String forwardedPort = request.getHeader("X-Forwarded-Port");
+        String forwardedProto = requestToUse.getHeader("X-Forwarded-Proto");
+        String forwardedHost = firstNonBlank(requestToUse.getHeader("X-Forwarded-Host"), requestToUse.getHeader("Host"));
+        String forwardedPort = requestToUse.getHeader("X-Forwarded-Port");
         String requestId = firstNonBlank(
-                request.getHeader("X-Request-Id"),
-                request.getHeader("X-Amzn-Trace-Id"),
-                request.getHeader("Traceparent")
+                requestToUse.getHeader("X-Request-Id"),
+                requestToUse.getHeader("X-Amzn-Trace-Id"),
+                requestToUse.getHeader("Traceparent")
         );
 
         response.setHeader("X-AIIMAGE-Instance", instanceMetadata.getInstanceId());
@@ -47,7 +53,7 @@ public class RequestTraceFilter extends OncePerRequestFilter {
         response.setHeader("X-AIIMAGE-Instance-Stable", String.valueOf(instanceMetadata.isStable()));
 
         try {
-            filterChain.doFilter(request, response);
+            filterChain.doFilter(requestToUse, response);
         } finally {
             long costMs = System.currentTimeMillis() - start;
             log.info(
@@ -56,20 +62,34 @@ public class RequestTraceFilter extends OncePerRequestFilter {
                     instanceMetadata.getSource(),
                     instanceMetadata.isStable(),
                     instanceMetadata.getHostname(),
-                    request.getMethod(),
-                    request.getRequestURI(),
+                    requestToUse.getMethod(),
+                    requestToUse.getRequestURI(),
                     response.getStatus(),
                     remoteAddr,
                     blankToDash(forwardedHost),
                     blankToDash(forwardedProto),
                     blankToDash(forwardedPort),
                     blankToDash(requestId),
-                    blankToDash(request.getHeader("User-Agent")),
+                    blankToDash(requestToUse.getHeader("User-Agent")),
                     costMs
             );
         }
     }
 
+    private static HttpServletRequest wrapRequestIfNeeded(HttpServletRequest request, int requestBodyCacheLimitBytes) {
+        if (request instanceof ContentCachingRequestWrapper) {
+            return request;
+        }
+        String method = request.getMethod();
+        if ("POST".equalsIgnoreCase(method)
+                || "PUT".equalsIgnoreCase(method)
+                || "PATCH".equalsIgnoreCase(method)
+                || "DELETE".equalsIgnoreCase(method)) {
+            return new ContentCachingRequestWrapper(request, requestBodyCacheLimitBytes);
+        }
+        return request;
+    }
+
     private static String firstNonBlank(String... values) {
         for (String value : values) {
             if (value != null && !value.isBlank()) {

backend-java/src/main/java/com/nanri/aiimage/config/TaskImageCacheCleanupProperties.java

@@ -0,0 +1,15 @@
+package com.nanri.aiimage.config;
+
+import lombok.Data;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+
+@Data
+@ConfigurationProperties(prefix = "aiimage.task-image-cache-cleanup")
+public class TaskImageCacheCleanupProperties {
+
+    private boolean enabled = true;
+    private String cron = "0 30 2 * * *";
+    private int retentionDays = 3;
+    private int batchSize = 5000;
+    private int maxBatchesPerRun = 200;
+}

backend-java/src/main/java/com/nanri/aiimage/config/TaskOperationLockConfig.java

@@ -20,6 +20,8 @@ import java.util.regex.Pattern;
 @RequiredArgsConstructor
 public class TaskOperationLockConfig implements WebMvcConfigurer {
 
+    private static final String LOCK_ATTRIBUTE = TaskOperationLockConfig.class.getName() + ".LOCK";
+
     private final TaskDistributedLockService taskDistributedLockService;
 
     @Override
@@ -28,6 +30,19 @@ public class TaskOperationLockConfig implements WebMvcConfigurer {
                 .addPathPatterns("/api/**");
     }
 
+    public static boolean releaseRequestLock(HttpServletRequest request) {
+        if (request == null) {
+            return false;
+        }
+        Object lockHandle = request.getAttribute(LOCK_ATTRIBUTE);
+        if (lockHandle instanceof TaskDistributedLockService.LockHandle handle) {
+            request.removeAttribute(LOCK_ATTRIBUTE);
+            handle.close();
+            return true;
+        }
+        return false;
+    }
+
     @Slf4j
     private static final class TaskOperationLockInterceptor implements HandlerInterceptor {
 
@@ -36,7 +51,6 @@ public class TaskOperationLockConfig implements WebMvcConfigurer {
         private static final Set<String> MUTATING_METHODS = Set.of("POST", "PUT", "PATCH", "DELETE");
         private static final long RESULT_SUBMIT_WAIT_MILLIS = 30 * 1000L;
         private static final long DELETE_WAIT_MILLIS = 60 * 1000L;
-        private static final String LOCK_ATTRIBUTE = TaskOperationLockInterceptor.class.getName() + ".LOCK";
 
         private final TaskDistributedLockService taskDistributedLockService;
 
@@ -83,10 +97,7 @@ public class TaskOperationLockConfig implements WebMvcConfigurer {
                                     HttpServletResponse response,
                                     Object handler,
                                     Exception ex) {
-            Object lockHandle = request.getAttribute(LOCK_ATTRIBUTE);
-            if (lockHandle instanceof TaskDistributedLockService.LockHandle handle) {
-                handle.close();
-            }
+            releaseRequestLock(request);
         }
     }
 }

backend-java/src/main/java/com/nanri/aiimage/modules/appearancepatent/client/AppearancePatentCozeClient.java

@@ -4,6 +4,7 @@ import com.fasterxml.jackson.databind.JsonNode;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.nanri.aiimage.config.AppearancePatentProperties;
 import com.nanri.aiimage.modules.appearancepatent.model.dto.AppearancePatentResultRowDto;
+import com.nanri.aiimage.modules.brand.client.BrandCheckClient;
 import com.nanri.aiimage.modules.coze.service.CozeCredentialPoolService;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
@@ -29,10 +30,14 @@ public class AppearancePatentCozeClient {
 
     private static final String MODULE_TYPE = "APPEARANCE_PATENT";
     private static final MediaType APPLICATION_JSON_UTF8 = new MediaType("application", "json", StandardCharsets.UTF_8);
+    private static final String INFRINGEMENT = "侵权";
+    private static final String NO_INFRINGEMENT = "无侵权";
+    private static final String BRAND_QUERY_FAILED = "商标查询失败";
 
     private final AppearancePatentProperties properties;
     private final ObjectMapper objectMapper;
     private final CozeCredentialPoolService cozeCredentialPoolService;
+    private final BrandCheckClient brandCheckClient;
     private final AtomicLong credentialCursor = new AtomicLong();
 
     public List<AppearancePatentResultRowDto> inspect(List<AppearancePatentResultRowDto> rows, String prompt, String apiKey) {
@@ -361,7 +366,7 @@ public class AppearancePatentCozeClient {
         List<String> rowIds = rows.stream().map(row -> nonBlank(row.getId(), "")).toList();
         List<String> asins = rows.stream().map(row -> nonBlank(row.getAsin(), "")).toList();
         List<String> countries = rows.stream().map(row -> nonBlank(row.getCountry(), "")).toList();
-        List<String> skus = rows.stream().map(row -> nonBlank(row.getSku(), "")).toList();
+        List<String> skus = rows.stream().map(row -> sanitizeSku(row.getSku())).toList();
         List<String> titles = rows.stream().map(row -> nonBlank(row.getTitle(), row.getAsin())).toList();
         List<String> urls = rows.stream().map(row -> nonBlank(row.getUrl(), "")).toList();
 
@@ -580,10 +585,15 @@ public class AppearancePatentCozeClient {
         if (row == null || result == null) {
             return;
         }
-        row.setTitleRisk(result.title());
+        if (isNoTitleRisk(result)) {
+            row.setTitleRisk(NO_INFRINGEMENT);
+        } else {
+            BrandCheckClient.BrandCheckBatchResult brandCheck = brandCheckClient.checkTitleText(result.title(), "Terms");
+            row.setTitleRisk(buildTitleRisk(result.title(), brandCheck));
+        }
         row.setAppearanceRisk(result.appearance());
         row.setPatentRisk(result.patent());
-        row.setConclusion(result.result());
+        row.setConclusion(buildConclusion(row.getTitleRisk(), row.getAppearanceRisk(), result.result()));
         row.setStatus(result.status());
         row.setTitleReason(result.titleReason());
         row.setAppearanceReason(result.appearanceReason());
@@ -591,6 +601,55 @@ public class AppearancePatentCozeClient {
         row.setScore(result.score());
     }
 
+    private boolean isNoTitleRisk(CozeResult result) {
+        return result != null
+                && "无".equals(normalize(result.title()))
+                && "无".equals(normalize(result.titleReason()));
+    }
+
+    String buildTitleRisk(String cozeTitle, BrandCheckClient.BrandCheckBatchResult brandCheck) {
+        List<String> brands = brandCheck == null ? List.of() : brandCheck.brands();
+        if (brands == null || brands.isEmpty()) {
+            return firstNonBlank(cozeTitle, "");
+        }
+        if (brandCheck.hasFailedData()) {
+            return INFRINGEMENT;
+        }
+        if (brandCheck.hasQueryFailedData()) {
+            return BRAND_QUERY_FAILED;
+        }
+        return NO_INFRINGEMENT;
+    }
+
+    String buildConclusion(String titleRisk, String appearanceRisk, String fallbackConclusion) {
+        if (isInfringement(titleRisk) || isInfringement(appearanceRisk)) {
+            return INFRINGEMENT;
+        }
+        if (isNoInfringement(titleRisk) && isNoInfringement(appearanceRisk)) {
+            return NO_INFRINGEMENT;
+        }
+        if (isBrandQueryFailed(titleRisk)) {
+            return BRAND_QUERY_FAILED;
+        }
+        return firstNonBlank(fallbackConclusion, "");
+    }
+
+    private boolean isInfringement(String value) {
+        String normalized = normalize(value);
+        return normalized.contains("侵权")
+                && !normalized.contains("无侵权")
+                && !normalized.contains("未侵权");
+    }
+
+    private boolean isNoInfringement(String value) {
+        String normalized = normalize(value);
+        return normalized.contains("无侵权") || normalized.contains("未侵权");
+    }
+
+    private boolean isBrandQueryFailed(String value) {
+        return normalize(value).contains(BRAND_QUERY_FAILED);
+    }
+
     private RestClient restClient() {
         SimpleClientHttpRequestFactory requestFactory = new SimpleClientHttpRequestFactory();
         requestFactory.setConnectTimeout(properties.getCozeConnectTimeoutMillis());
@@ -1012,6 +1071,32 @@ public class AppearancePatentCozeClient {
         return value == null || value.isBlank() ? fallback : value;
     }
 
+    private String sanitizeSku(String value) {
+        String normalized = normalize(value);
+        if (normalized.isBlank() || isProbablyDescriptionSku(normalized)) {
+            return "";
+        }
+        return value;
+    }
+
+    private boolean isProbablyDescriptionSku(String value) {
+        String normalized = normalize(value);
+        if (normalized.isBlank()) {
+            return false;
+        }
+        String lower = normalized.toLowerCase(Locale.ROOT);
+        return normalized.length() > 120
+                || normalized.contains("\n")
+                || lower.contains(" minimum tensile ")
+                || lower.contains(" multipurpose:")
+                || lower.contains(" strong, durable")
+                || lower.contains(" product includes ")
+                || lower.contains(" perfect gift")
+                || lower.contains(" high quality ")
+                || lower.contains(" easy to ")
+                || lower.contains(" capacity:");
+    }
+
     private String firstNonBlank(String preferred, String fallback) {
         return preferred == null || preferred.isBlank() ? fallback : preferred.trim();
     }

backend-java/src/main/java/com/nanri/aiimage/modules/appearancepatent/service/AppearancePatentTaskService.java

@@ -7,6 +7,7 @@ import com.baomidou.mybatisplus.core.conditions.update.LambdaUpdateWrapper;
 import com.fasterxml.jackson.databind.JsonNode;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.nanri.aiimage.common.exception.BusinessException;
+import com.nanri.aiimage.common.exception.TaskOwnerMismatchException;
 import com.nanri.aiimage.common.service.DistributedJobLockService;
 import com.nanri.aiimage.common.util.CozeGroupResultPropagator;
 import com.nanri.aiimage.common.util.FailedStatusRowFilter;
@@ -108,6 +109,7 @@ public class AppearancePatentTaskService {
     private static final String COZE_STATUS_FAILED = "FAILED";
     private static final String CONTENT_TYPE_XLSX = "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet";
     private static final String CONTENT_TYPE_ZIP = "application/zip";
+    private static final int CHUNK_PAYLOAD_MERGE_RETRY_LIMIT = 3;
     private static final int RESULT_ROWS_READ_RETRY_LIMIT = 3;
     private static final long RESULT_ROWS_READ_RETRY_DELAY_MS = 500L;
     private static final Duration TASK_LOCK_TTL = Duration.ofMinutes(5);
@@ -572,7 +574,8 @@ public class AppearancePatentTaskService {
 
     public void finalizeStaleTasks() {
         if (transactionManager != null) {
-            LocalDateTime threshold = LocalDateTime.now().minusMinutes(Math.max(1, properties.getStaleTimeoutMinutes()));
+            LocalDateTime now = LocalDateTime.now();
+            LocalDateTime threshold = now.minusMinutes(Math.max(1, properties.getStaleTimeoutMinutes()));
             long thresholdMillis = threshold.atZone(ZoneId.systemDefault()).toInstant().toEpochMilli();
             List<FileTaskEntity> tasks = listStaleFinalizeCandidates(threshold);
             for (FileTaskEntity task : tasks) {
@@ -596,7 +599,8 @@ public class AppearancePatentTaskService {
             }
             return;
         }
-        LocalDateTime threshold = LocalDateTime.now().minusMinutes(Math.max(1, properties.getStaleTimeoutMinutes()));
+        LocalDateTime now = LocalDateTime.now();
+        LocalDateTime threshold = now.minusMinutes(Math.max(1, properties.getStaleTimeoutMinutes()));
         long thresholdMillis = threshold.atZone(ZoneId.systemDefault()).toInstant().toEpochMilli();
         List<FileTaskEntity> tasks = listStaleFinalizeCandidates(threshold);
         for (FileTaskEntity task : tasks) {
@@ -647,8 +651,8 @@ public class AppearancePatentTaskService {
         return fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
                 .eq(FileTaskEntity::getModuleType, MODULE_TYPE)
                 .eq(FileTaskEntity::getStatus, STATUS_RUNNING)
-                .lt(FileTaskEntity::getCreatedAt, threshold)
-                .orderByAsc(FileTaskEntity::getCreatedAt)
+                .lt(FileTaskEntity::getUpdatedAt, threshold)
+                .orderByAsc(FileTaskEntity::getUpdatedAt)
                 .last("limit 200"));
     }
 
@@ -811,22 +815,6 @@ public class AppearancePatentTaskService {
         long activeAssembleJobs = taskFileJobService.countActiveAssembleJobs(taskId, MODULE_TYPE);
         log.info("[appearance-patent] stale recovery probe taskId={} uploadComplete={} pendingCozeStates={} activeAssembleJobs={} persistedRows={}",
                 taskId, uploadComplete, pendingCozeStates, activeAssembleJobs, hasPersistedResultRows(taskId));
-        if (isJavaSideProcessing(taskId)) {
-            // 防止 Coze 永远 pending 时 stale-recovery 永久 defer：
-            // 超过 stale-timeout-minutes × 4 仍未推进的 RUNNING 任务，强制走 finalize 链路。
-            long deferCeilingMinutes = Math.max(1, properties.getStaleTimeoutMinutes()) * 4L;
-            LocalDateTime updatedAt = task.getUpdatedAt();
-            if (updatedAt != null
-                    && Duration.between(updatedAt, LocalDateTime.now()).toMinutes() >= deferCeilingMinutes) {
-                log.warn("[appearance-patent] stale recovery defer ceiling exceeded, forcing finalize taskId={} updatedAt={} ceilingMinutes={} pendingCozeStates={} activeAssembleJobs={}",
-                        taskId, updatedAt, deferCeilingMinutes, pendingCozeStates, activeAssembleJobs);
-                return false;
-            }
-            touchJavaSideTaskActivity(taskId);
-            log.info("[appearance-patent] stale recovery deferred because Java-side processing is still active taskId={} uploadComplete={} pendingCozeStates={} activeAssembleJobs={}",
-                    taskId, uploadComplete, pendingCozeStates, activeAssembleJobs);
-            return true;
-        }
         if (!hasPersistedResultRows(taskId)) {
             log.info("[appearance-patent] stale recovery aborted because no persisted rows taskId={}", taskId);
             return false;
@@ -839,10 +827,10 @@ public class AppearancePatentTaskService {
                 return false;
             }
             int pendingRows = collectPendingCozeCandidates(task, loadSubmittedChunks(taskId)).size();
-            log.warn("[appearance-patent] python heartbeat timed out, forcing coze flush taskId={} pendingRows={} pendingCozeStates={} activeAssembleJobs={} forcedScopes={}",
+            log.warn("[appearance-patent] Python 回传心跳超时，已封口上传并继续 Coze/文件收尾 taskId={} pendingRows={} pendingCozeStates={} activeAssembleJobs={} forcedScopes={}",
                     taskId, pendingRows, pendingCozeStates, activeAssembleJobs, forcedScopes);
         } else {
-            log.warn("[appearance-patent] stale running task resuming coze/file assembly after python timeout taskId={} pendingCozeStates={} activeAssembleJobs={}",
+            log.warn("[appearance-patent] Python 超时恢复继续推进 Coze/文件收尾 taskId={} pendingCozeStates={} activeAssembleJobs={}",
                     taskId, pendingCozeStates, activeAssembleJobs);
         }
         submitCozeForSubmittedChunk(new SubmitContext(task, null, null, 0, true, null));
@@ -1029,32 +1017,52 @@ public class AppearancePatentTaskService {
     }
 
     private void mergeChunkPayload(Long taskId, String scopeHash, Integer chunkIndex, List<AppearancePatentResultRowDto> rows) {
-        TaskChunkEntity chunk = taskChunkMapper.selectOne(new LambdaQueryWrapper<TaskChunkEntity>()
-                .eq(TaskChunkEntity::getTaskId, taskId)
-                .eq(TaskChunkEntity::getModuleType, MODULE_TYPE)
-                .eq(TaskChunkEntity::getScopeHash, scopeHash)
-                .eq(TaskChunkEntity::getChunkIndex, chunkIndex)
-                .last("limit 1"));
-        if (chunk == null || rows == null || rows.isEmpty()) {
+        if (rows == null || rows.isEmpty()) {
             return;
         }
-        Map<String, AppearancePatentResultRowDto> persistedRows = readChunkRows(chunk);
-        for (AppearancePatentResultRowDto row : rows) {
-            persistedRows.put(rowKey(row), row);
-        }
-        String payloadJson = writeJson(rows == null ? List.of() : rows, "结果序列化失败");
-        payloadJson = writeJson(new ArrayList<>(persistedRows.values()), "appearance patent chunk payload merge failed");
-        String oldPayload = chunk.getPayloadJson();
-        String storedPayload = storeSharedChunkPayloadVersioned(taskId, scopeHash, chunkIndex, payloadJson);
-        chunk.setPayloadJson(storedPayload);
-        chunk.setPayloadHash(DigestUtil.sha256Hex(payloadJson));
-        chunk.setUpdatedAt(LocalDateTime.now());
-        int updated = taskChunkMapper.updateById(chunk);
-        if (updated <= 0) {
+        for (int attempt = 1; attempt <= CHUNK_PAYLOAD_MERGE_RETRY_LIMIT; attempt++) {
+            TaskChunkEntity chunk = taskChunkMapper.selectOne(new LambdaQueryWrapper<TaskChunkEntity>()
+                    .eq(TaskChunkEntity::getTaskId, taskId)
+                    .eq(TaskChunkEntity::getModuleType, MODULE_TYPE)
+                    .eq(TaskChunkEntity::getScopeHash, scopeHash)
+                    .eq(TaskChunkEntity::getChunkIndex, chunkIndex)
+                    .last("limit 1"));
+            if (chunk == null) {
+                return;
+            }
+            Map<String, AppearancePatentResultRowDto> persistedRows = readChunkRows(chunk);
+            for (AppearancePatentResultRowDto row : rows) {
+                persistedRows.put(rowKey(row), row);
+            }
+            String payloadJson = writeJson(new ArrayList<>(persistedRows.values()), "appearance patent chunk payload merge failed");
+            String oldPayload = chunk.getPayloadJson();
+            String oldPayloadHash = chunk.getPayloadHash();
+            String newPayloadHash = DigestUtil.sha256Hex(payloadJson);
+            String storedPayload = storeSharedChunkPayloadVersioned(taskId, scopeHash, chunkIndex, payloadJson);
+            LambdaUpdateWrapper<TaskChunkEntity> updateWrapper = new LambdaUpdateWrapper<TaskChunkEntity>()
+                    .eq(TaskChunkEntity::getId, chunk.getId())
+                    .set(TaskChunkEntity::getPayloadJson, storedPayload)
+                    .set(TaskChunkEntity::getPayloadHash, newPayloadHash)
+                    .set(TaskChunkEntity::getUpdatedAt, LocalDateTime.now());
+            if (oldPayloadHash == null) {
+                updateWrapper.isNull(TaskChunkEntity::getPayloadHash);
+            } else {
+                updateWrapper.eq(TaskChunkEntity::getPayloadHash, oldPayloadHash);
+            }
+            int updated = taskChunkMapper.update(null, updateWrapper);
+            if (updated > 0) {
+                log.debug("[appearance-patent] chunk payload replaced taskId={} scopeHash={} chunk={} oldPayload={} newPayload={} attempt={}",
+                        taskId, scopeHash, chunkIndex, oldPayload, storedPayload, attempt);
+                transientPayloadStorageService.deleteReplacedPayloadIfNeeded(oldPayload, storedPayload);
+                return;
+            }
             transientPayloadStorageService.deletePayloadIfPresent(storedPayload);
-            throw new IllegalStateException("appearance patent chunk payload update failed");
+            if (attempt < CHUNK_PAYLOAD_MERGE_RETRY_LIMIT) {
+                log.warn("[appearance-patent] chunk payload CAS conflict, retry merge taskId={} scopeHash={} chunk={} attempt={}/{}",
+                        taskId, scopeHash, chunkIndex, attempt, CHUNK_PAYLOAD_MERGE_RETRY_LIMIT);
+            }
         }
-        transientPayloadStorageService.deleteReplacedPayloadIfNeeded(oldPayload, storedPayload);
+        throw new IllegalStateException("appearance patent chunk payload update conflict");
     }
 
     private List<AppearancePatentResultRowDto> expandRows(List<AppearancePatentResultRowDto> representatives,
@@ -1438,6 +1446,9 @@ public class AppearancePatentTaskService {
         int cozeWorkUnits = countCozeWorkUnits(chunks, Math.max(1, properties.getCozeBatchSize()));
         int plannedCozeUnits = Math.max(cozeWorkUnits, countAllCozeStates(task.getId()));
         int totalProgressUnits = Math.max(3, plannedCozeUnits + 3);
+        if (countPendingCozeStates(task.getId()) > 0) {
+            finalizeTimedOutCozeStatesForTask(task.getId());
+        }
         if (countPendingCozeStates(task.getId()) > 0) {
             taskFileJobService.touchRunning(job.getId());
             touchJavaSideTaskActivity(task.getId());
@@ -1605,6 +1616,16 @@ public class AppearancePatentTaskService {
         int batchSize = Math.max(1, properties.getCozeBatchSize());
         List<CozeCandidate> candidates = collectPendingCozeCandidates(task, chunks);
         boolean flushRemainder = isResultSubmissionComplete(task.getId());
+        if (!flushRemainder && !candidates.isEmpty()) {
+            LocalDateTime jobUpdatedAt = job.getUpdatedAt();
+            long pendingFlushMillis = cozeFlushPendingMillis();
+            if (jobUpdatedAt != null
+                    && Duration.between(jobUpdatedAt, LocalDateTime.now()).toMillis() >= pendingFlushMillis) {
+                flushRemainder = true;
+                log.warn("[appearance-patent] Coze 零头批次等待超时，强制提交 taskId={} jobId={} pendingRows={} batchSize={} jobUpdatedAt={} flushAfterMillis={}",
+                        task.getId(), job.getId(), candidates.size(), batchSize, jobUpdatedAt, pendingFlushMillis);
+            }
+        }
         int submitLimit = (candidates.size() / batchSize) * batchSize;
         if (flushRemainder && submitLimit < candidates.size()) {
             submitLimit = candidates.size();
@@ -1869,7 +1890,7 @@ public class AppearancePatentTaskService {
                     : "";
             if (!poll.hasPayload() && failureMessage.isBlank()) {
                 failureMessage = isCozeStateTimedOut(state)
-                        ? "Coze async workflow poll timeout"
+                        ? "Coze 异步工作流轮询超时"
                         : "Coze async workflow completed without output";
             }
             List<AppearancePatentResultRowDto> batchRows = readCozeBatchRows(state);
@@ -1940,6 +1961,43 @@ public class AppearancePatentTaskService {
         }
     }
 
+    private void finalizeTimedOutCozeStatesForTask(Long taskId) {
+        if (taskId == null || taskId <= 0) {
+            return;
+        }
+        List<TaskScopeStateEntity> states = taskScopeStateMapper.selectList(new LambdaQueryWrapper<TaskScopeStateEntity>()
+                .eq(TaskScopeStateEntity::getTaskId, taskId)
+                .eq(TaskScopeStateEntity::getModuleType, MODULE_TYPE)
+                .in(TaskScopeStateEntity::getCozeStatus, List.of(COZE_STATUS_SUBMITTED, COZE_STATUS_RUNNING))
+                .orderByAsc(TaskScopeStateEntity::getCozeSubmittedAt)
+                .last("limit 50"));
+        if (states == null || states.isEmpty()) {
+            return;
+        }
+        for (TaskScopeStateEntity state : states) {
+            if (state == null || state.getId() == null || !isCozeStateTimedOut(state)) {
+                continue;
+            }
+            CozeBatchContext context = readCozeBatchContext(state);
+            if (context == null || context.resultId() == null) {
+                markCozeStateTerminal(state, COZE_STATUS_FAILED, "Coze 批次上下文缺失");
+                continue;
+            }
+            List<AppearancePatentResultRowDto> batchRows = readCozeBatchRows(state);
+            FileTaskEntity task = fileTaskMapper.selectById(taskId);
+            if (task != null) {
+                Map<String, List<AppearancePatentParsedRowVo>> allRowsByBaseId = loadAllRowsByBaseId(task);
+                mergeCozeRowsIntoSubmittedChunks(task,
+                        cozeClient.markRowsFailed(batchRows, "Coze 异步工作流轮询超时"),
+                        allRowsByBaseId);
+            }
+            markCozeStateTerminal(state, COZE_STATUS_FAILED, "Coze 异步工作流轮询超时");
+            maybeFinalizeCozeJobLocked(taskId, context);
+            log.warn("[appearance-patent] 文件任务超时兜底已将 Coze pending 批次置为失败 taskId={} stateId={} jobId={}",
+                    taskId, state.getId(), context.jobId());
+        }
+    }
+
     private boolean retryFailedCozeBatchState(TaskScopeStateEntity state,
                                               CozeBatchContext context,
                                               List<AppearancePatentResultRowDto> batchRows,
@@ -2499,6 +2557,10 @@ public class AppearancePatentTaskService {
         return Duration.between(state.getCozeSubmittedAt(), LocalDateTime.now()).toMillis() >= timeoutMillis;
     }
 
+    private long cozeFlushPendingMillis() {
+        return Math.max(1, properties.getCozeFlushPendingMinutes()) * 60_000L;
+    }
+
     private int cozeAttemptCount(TaskScopeStateEntity state) {
         return state == null || state.getCozeAttemptCount() == null ? 0 : state.getCozeAttemptCount();
     }
@@ -2549,11 +2611,6 @@ public class AppearancePatentTaskService {
         return count != null && count > 0;
     }
 
-    private boolean isJavaSideProcessing(Long taskId) {
-        return countPendingCozeStates(taskId) > 0
-                || taskFileJobService.countActiveAssembleJobs(taskId, MODULE_TYPE) > 0;
-    }
-
     private void touchJavaSideTaskActivity(Long taskId) {
         if (taskId == null || taskId <= 0) {
             return;
@@ -2664,13 +2721,27 @@ public class AppearancePatentTaskService {
             log.warn("[appearance-patent] coze pending submit retry failed taskId={} stateId={} jobId={} rows={} err={}",
                     state.getTaskId(), state.getId(), context.jobId(), batchRows.size(), message);
             if (isCozeThrottleLockTimeout(message)) {
+                if (isCozeStateTimedOut(state)) {
+                    Map<String, List<AppearancePatentParsedRowVo>> allRowsByBaseId = loadAllRowsByBaseId(task);
+                    String finalMessage = "等待 Coze 提交凭证超时：" + message;
+                    mergeCozeRowsIntoSubmittedChunks(task,
+                            cozeClient.markRowsFailed(batchRows, finalMessage),
+                            allRowsByBaseId);
+                    markCozeStateTerminal(state, COZE_STATUS_FAILED, finalMessage);
+                    maybeFinalizeCozeJobLocked(state.getTaskId(), context);
+                    log.warn("[appearance-patent] Coze pending 提交等待超时，已将批次置为失败 taskId={} stateId={} jobId={} rows={}",
+                            state.getTaskId(), state.getId(), context.jobId(), batchRows.size());
+                    return;
+                }
                 keepPendingCozeSubmitState(state, message);
                 return;
             }
             int nextAttemptCount = cozeAttemptCount(state) + 1;
-            if (nextAttemptCount >= MAX_COZE_SUBMIT_RETRY_COUNT) {
+            if (nextAttemptCount >= MAX_COZE_SUBMIT_RETRY_COUNT || isCozeStateTimedOut(state)) {
                 Map<String, List<AppearancePatentParsedRowVo>> allRowsByBaseId = loadAllRowsByBaseId(task);
-                String finalMessage = message + " after " + nextAttemptCount + " submit attempts";
+                String finalMessage = isCozeStateTimedOut(state)
+                        ? message + "（超过 " + properties.getCozePollTimeoutMillis() + "ms）"
+                        : message + "，已重试提交 " + nextAttemptCount + " 次";
                 mergeCozeRowsIntoSubmittedChunks(task,
                         cozeClient.markRowsFailed(batchRows, finalMessage),
                         allRowsByBaseId);
@@ -2711,7 +2782,11 @@ public class AppearancePatentTaskService {
         }
         log.warn("[appearance-patent] reject task operation because owner is another instance taskId={} operation={} owner={} current={}",
                 task == null ? null : task.getId(), operation, owner, currentInstanceId());
-        throw new BusinessException(40903, "该任务已绑定到另一台服务实例处理，请通过原实例继续处理");
+        throw new TaskOwnerMismatchException(
+                task == null ? null : task.getId(),
+                operation,
+                owner,
+                currentInstanceId());
     }
 
     private boolean isCozeStateOwnedByCurrentInstance(TaskScopeStateEntity state) {
@@ -3909,6 +3984,7 @@ public class AppearancePatentTaskService {
         if (task == null || !MODULE_TYPE.equals(task.getModuleType()) || userId != null && !Objects.equals(userId, task.getUserId())) {
             throw new BusinessException("任务不存在");
         }
+        ensureTaskOwnedByCurrentInstance(task, "parsed payload");
         return readParsedPayload(task);
     }
 
@@ -3917,6 +3993,7 @@ public class AppearancePatentTaskService {
         if (task == null || !MODULE_TYPE.equals(task.getModuleType()) || userId != null && !Objects.equals(userId, task.getUserId())) {
             throw new BusinessException("任务不存在");
         }
+        ensureTaskOwnedByCurrentInstance(task, "queue payload");
         AppearancePatentParsedPayloadDto payload = readParsedPayload(task);
         AppearancePatentParsedPayloadDto queuePayload = new AppearancePatentParsedPayloadDto();
         queuePayload.setAiPrompt(payload.getAiPrompt());
@@ -4004,6 +4081,8 @@ public class AppearancePatentTaskService {
         } catch (Exception ex) {
             log.warn("[appearance-patent] read chunk payload failed taskId={} chunk={} err={}",
                     chunk.getTaskId(), chunk.getChunkIndex(), ex.getMessage());
+            throw new BusinessException("appearance patent chunk payload read failed chunk="
+                    + chunk.getChunkIndex() + ": " + ex.getMessage(), ex);
         }
         return rows;
     }
@@ -4097,13 +4176,6 @@ public class AppearancePatentTaskService {
         return firstNonBlank(row.getConclusion(), "");
     }
 
-    /**
-     * 导出最终 xlsx 时的状态展示：
-     *  - 如果 status 是 markFailed 合成的（failureSyntheticStatus=true），
-     *    且 row 实际并没有任何风险维度结果，导出层展示错误信息（有则放入，无则留空），
-     *    避免用户原样重新上传时该行被反复识别为失败行重新触发 Coze。
-     *  - 真正业务侧失败 / Python 真实回传 FAILED 仍按原值显示。
-     */
     private String userFacingStatus(AppearancePatentResultRowDto row) {
         if (row == null) {
             return "";
@@ -4112,7 +4184,6 @@ public class AppearancePatentTaskService {
         if (!row.isFailureSyntheticStatus()) {
             return original;
         }
-        // 合成状态：有错误信息则放入错误信息，没有则留空
         return firstNonBlank(row.getError(), "");
     }
 

backend-java/src/main/java/com/nanri/aiimage/modules/brand/client/BrandCheckClient.java

@@ -0,0 +1,200 @@
+package com.nanri.aiimage.modules.brand.client;
+
+import com.fasterxml.jackson.annotation.JsonAlias;
+import com.nanri.aiimage.config.BrandCheckProperties;
+import lombok.Data;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.http.HttpHeaders;
+import org.springframework.http.MediaType;
+import org.springframework.http.client.SimpleClientHttpRequestFactory;
+import org.springframework.stereotype.Component;
+import org.springframework.web.client.RestClient;
+
+import java.nio.charset.StandardCharsets;
+import java.util.ArrayList;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+
+@Component
+@RequiredArgsConstructor
+@Slf4j
+public class BrandCheckClient {
+
+    private static final MediaType APPLICATION_JSON_UTF8 = new MediaType("application", "json", StandardCharsets.UTF_8);
+
+    private final BrandCheckProperties properties;
+    private volatile RestClient sharedRestClient;
+
+    public BrandCheckResponse check(String brand) {
+        return check(brand, properties.getDefaultStrategy());
+    }
+
+    public BrandCheckResponse check(String brand, String strategy) {
+        String normalizedBrand = normalize(brand);
+        if (normalizedBrand.isBlank()) {
+            return BrandCheckResponse.empty();
+        }
+        Map<String, Object> body = new LinkedHashMap<>();
+        body.put("brand", normalizedBrand);
+        body.put("strategy", normalize(strategy).isBlank() ? "Terms" : normalize(strategy));
+        return restClient().post()
+                .uri(joinUrl(properties.getBaseUrl(), properties.getPath()))
+                .headers(headers -> {
+                    headers.set(HttpHeaders.ACCEPT, MediaType.APPLICATION_JSON_VALUE);
+                    headers.setContentType(APPLICATION_JSON_UTF8);
+                    if (properties.getToken() != null && !properties.getToken().isBlank()) {
+                        headers.set("X-Token", properties.getToken().trim());
+                    }
+                })
+                .body(body)
+                .retrieve()
+                .body(BrandCheckResponse.class);
+    }
+
+    public BrandCheckBatchResult checkAll(List<String> brands, String strategy) {
+        List<String> distinctBrands = distinctNonBlank(brands);
+        List<Object> failedData = new ArrayList<>();
+        List<Object> queryFailedData = new ArrayList<>();
+        for (String brand : distinctBrands) {
+            try {
+                BrandCheckResponse response = check(brand, strategy);
+                if (response == null) {
+                    queryFailedData.add(brand);
+                    continue;
+                }
+                failedData.addAll(nullToEmpty(response.getFaildData()));
+                queryFailedData.addAll(nullToEmpty(response.getQueryFaildData()));
+            } catch (Exception ex) {
+                log.warn("[brand-check] request failed brand={} strategy={} err={}", brand, strategy, ex.getMessage());
+                queryFailedData.add(brand);
+            }
+        }
+        return new BrandCheckBatchResult(distinctBrands, failedData, queryFailedData);
+    }
+
+    public BrandCheckBatchResult checkTitleText(String titleText) {
+        return checkTitleText(titleText, properties.getDefaultStrategy());
+    }
+
+    public BrandCheckBatchResult checkTitleText(String titleText, String strategy) {
+        return checkAll(splitTitleText(titleText), strategy);
+    }
+
+    public List<String> splitTitleText(String titleText) {
+        String normalized = normalize(titleText)
+                .replace('，', ',')
+                .replace('、', ',')
+                .replace('；', ',')
+                .replace(';', ',')
+                .replace('\n', ',')
+                .replace('\r', ',')
+                .replace('\t', ',');
+        if (normalized.isBlank()) {
+            return List.of();
+        }
+        List<String> result = new ArrayList<>();
+        for (String item : normalized.split(",")) {
+            String brand = cleanTitleToken(item);
+            if (!brand.isBlank() && !result.contains(brand)) {
+                result.add(brand);
+            }
+        }
+        return result;
+    }
+
+    private RestClient restClient() {
+        RestClient client = sharedRestClient;
+        if (client != null) {
+            return client;
+        }
+        synchronized (this) {
+            if (sharedRestClient == null) {
+                SimpleClientHttpRequestFactory requestFactory = new SimpleClientHttpRequestFactory();
+                requestFactory.setConnectTimeout(properties.getConnectTimeoutMillis());
+                requestFactory.setReadTimeout(properties.getReadTimeoutMillis());
+                sharedRestClient = RestClient.builder().requestFactory(requestFactory).build();
+            }
+            return sharedRestClient;
+        }
+    }
+
+    private List<Object> nullToEmpty(List<Object> values) {
+        return values == null ? List.of() : values;
+    }
+
+    private String cleanTitleToken(String value) {
+        String normalized = normalize(value);
+        while (normalized.startsWith("'")
+                || normalized.startsWith("\"")
+                || normalized.startsWith("“")
+                || normalized.startsWith("‘")) {
+            normalized = normalized.substring(1).trim();
+        }
+        while (normalized.endsWith("'")
+                || normalized.endsWith("\"")
+                || normalized.endsWith("”")
+                || normalized.endsWith("’")) {
+            normalized = normalized.substring(0, normalized.length() - 1).trim();
+        }
+        return normalized;
+    }
+
+    private List<String> distinctNonBlank(List<String> values) {
+        List<String> result = new ArrayList<>();
+        if (values == null) {
+            return result;
+        }
+        for (String value : values) {
+            String normalized = normalize(value);
+            if (!normalized.isBlank() && !result.contains(normalized)) {
+                result.add(normalized);
+            }
+        }
+        return result;
+    }
+
+    private String joinUrl(String baseUrl, String path) {
+        String base = baseUrl == null ? "" : baseUrl.trim();
+        String suffix = path == null ? "" : path.trim();
+        if (base.endsWith("/") && suffix.startsWith("/")) {
+            return base + suffix.substring(1);
+        }
+        if (!base.endsWith("/") && !suffix.startsWith("/")) {
+            return base + "/" + suffix;
+        }
+        return base + suffix;
+    }
+
+    private String normalize(String value) {
+        return value == null ? "" : value.trim();
+    }
+
+    @Data
+    public static class BrandCheckResponse {
+        @JsonAlias({"faild_data", "failed_data"})
+        private List<Object> faildData = new ArrayList<>();
+
+        @JsonAlias({"query_faild_data", "query_failed_data"})
+        private List<Object> queryFaildData = new ArrayList<>();
+
+        private static BrandCheckResponse empty() {
+            return new BrandCheckResponse();
+        }
+    }
+
+    public record BrandCheckBatchResult(
+            List<String> brands,
+            List<Object> faildData,
+            List<Object> queryFaildData
+    ) {
+        public boolean hasFailedData() {
+            return faildData != null && !faildData.isEmpty();
+        }
+
+        public boolean hasQueryFailedData() {
+            return queryFaildData != null && !queryFaildData.isEmpty();
+        }
+    }
+}

backend-java/src/main/java/com/nanri/aiimage/modules/brand/service/BrandTaskProgressCacheService.java

@@ -80,6 +80,29 @@ public class BrandTaskProgressCacheService {
         }
     }
 
+    public void touchHeartbeat(Long taskId, String phase, Integer current, Integer total) {
+        String key = buildKey(taskId);
+        String now = String.valueOf(Instant.now().toEpochMilli());
+        Map<String, String> values = new LinkedHashMap<>();
+        values.put("updated_at", now);
+        values.put("last_heartbeat_at", now);
+        if (phase != null && !phase.isBlank()) {
+            values.put("phase", normalizePhase(phase));
+        }
+        if (current != null) {
+            values.put("current_line", String.valueOf(Math.max(current, 0)));
+        }
+        if (total != null) {
+            values.put("total_lines", String.valueOf(Math.max(total, 0)));
+        }
+        try {
+            stringRedisTemplate.opsForHash().putAll(key, values);
+            stringRedisTemplate.expire(key, ttl());
+        } catch (Exception ex) {
+            log.warn("[brand-progress-cache] touch heartbeat degraded taskId={} msg={}", taskId, ex.getMessage());
+        }
+    }
+
     public void markFailed(Long taskId, String message) {
         String key = buildKey(taskId);
         String now = String.valueOf(Instant.now().toEpochMilli());

backend-java/src/main/java/com/nanri/aiimage/modules/deletebrand/service/DeleteBrandStaleTaskService.java

@@ -154,12 +154,10 @@ public class DeleteBrandStaleTaskService {
 
     private void failStaleDeleteBrandTasks() {
         long minutes = Math.max(1L, deleteBrandProgressProperties.getHeartbeatTimeoutMinutes());
-        long initialMinutes = Math.max(minutes, deleteBrandProgressProperties.getDeleteBrandInitialTimeoutMinutes());
         long staleTimeoutMillis = Duration.ofMinutes(minutes).toMillis();
         long nowMillis = System.currentTimeMillis();
         LocalDateTime now = LocalDateTime.now();
         LocalDateTime threshold = now.minusMinutes(minutes);
-        LocalDateTime initialThreshold = now.minusMinutes(initialMinutes);
 
         java.util.List<FileTaskEntity> runningTasks = fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
                 .eq(FileTaskEntity::getModuleType, MODULE_TYPE_DELETE_BRAND)
@@ -187,9 +185,6 @@ public class DeleteBrandStaleTaskService {
             if (lastHeartbeatAt > 0L && nowMillis - lastHeartbeatAt < staleTimeoutMillis) {
                 continue;
             }
-            if (!hasStartedProgress && isWithinInitialGrace(task, initialThreshold)) {
-                continue;
-            }
 
             TaskDistributedLockService.LockHandle taskLockHandle = acquireTaskLock(MODULE_TYPE_DELETE_BRAND, task.getId());
             if (taskLockHandle == null) {
@@ -209,16 +204,14 @@ public class DeleteBrandStaleTaskService {
                 log.warn("[stale-check] delete-brand finalize threw taskId={} msg={}", task.getId(), ex.getMessage());
             }
 
-            log.warn("[stale-check] delete-brand failing stale task -> taskId={} updatedAt={} createdAt={} lastHeartbeatAt={} timeoutMinutes={} initialTimeoutMinutes={} completedScopes={} hasStartedProgress={} initialThreshold={}",
+            log.warn("[stale-check] delete-brand failing stale task -> taskId={} updatedAt={} createdAt={} lastHeartbeatAt={} timeoutMinutes={} completedScopes={} hasStartedProgress={}",
                     task.getId(),
                     task.getUpdatedAt(),
                     task.getCreatedAt(),
                     lastHeartbeatAt,
                     minutes,
-                    initialMinutes,
                     completedScopeCount,
-                    hasStartedProgress,
-                    initialThreshold);
+                    hasStartedProgress);
             int updated = fileTaskMapper.update(null, new LambdaUpdateWrapper<FileTaskEntity>()
                     .eq(FileTaskEntity::getId, task.getId())
                     .eq(FileTaskEntity::getModuleType, MODULE_TYPE_DELETE_BRAND)
@@ -239,12 +232,10 @@ public class DeleteBrandStaleTaskService {
     private ProductRiskStaleCheckStats failStaleProductRiskResolveTasks() {
         ProductRiskStaleCheckStats stats = new ProductRiskStaleCheckStats();
         long minutes = Math.max(1L, deleteBrandProgressProperties.getProductRiskStaleTimeoutMinutes());
-        long initialMinutes = Math.max(minutes, deleteBrandProgressProperties.getProductRiskInitialTimeoutMinutes());
         long staleTimeoutMillis = Duration.ofMinutes(minutes).toMillis();
         long nowMillis = System.currentTimeMillis();
         LocalDateTime now = LocalDateTime.now();
         LocalDateTime threshold = now.minusMinutes(minutes);
-        LocalDateTime initialThreshold = now.minusMinutes(initialMinutes);
         java.util.List<FileTaskEntity> runningTasks = fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
                 .eq(FileTaskEntity::getModuleType, MODULE_TYPE_PRODUCT_RISK)
                 .eq(FileTaskEntity::getStatus, "RUNNING")
@@ -256,8 +247,8 @@ public class DeleteBrandStaleTaskService {
         }
         Map<Long, Long> heartbeatByTaskId = productRiskTaskCacheService.getTaskHeartbeatMillisBatch(
                 runningTasks.stream().map(FileTaskEntity::getId).toList());
-        log.info("[stale-check] product-risk candidates={} threshold={} timeoutMinutes={} initialThreshold={} initialTimeoutMinutes={}",
-                runningTasks.size(), threshold, minutes, initialThreshold, initialMinutes);
+        log.info("[stale-check] product-risk candidates={} threshold={} timeoutMinutes={}",
+                runningTasks.size(), threshold, minutes);
         for (FileTaskEntity task : runningTasks) {
             long lastPayloadHeartbeatMillis = heartbeatByTaskId.getOrDefault(task.getId(), 0L);
             boolean hasFinishedRows = (task.getSuccessFileCount() != null && task.getSuccessFileCount() > 0)
@@ -280,12 +271,6 @@ public class DeleteBrandStaleTaskService {
                         taskFileJobService.countActiveAssembleJobs(task.getId(), MODULE_TYPE_PRODUCT_RISK));
                 continue;
             }
-            if (!hasStartedProgress && isWithinInitialGrace(task, initialThreshold)) {
-                stats.skippedTaskCount++;
-                log.info("[stale-check] product-risk skip initial-grace taskId={} createdAt={} initialThreshold={}",
-                        task.getId(), task.getCreatedAt(), initialThreshold);
-                continue;
-            }
             TaskDistributedLockService.LockHandle taskLockHandle = acquireTaskLock(MODULE_TYPE_PRODUCT_RISK, task.getId());
             if (taskLockHandle == null) {
                 stats.skippedTaskCount++;
@@ -323,12 +308,10 @@ public class DeleteBrandStaleTaskService {
     private PriceTrackStaleCheckStats failStalePriceTrackTasks() {
         PriceTrackStaleCheckStats stats = new PriceTrackStaleCheckStats();
         long minutes = Math.max(1L, deleteBrandProgressProperties.getPriceTrackStaleTimeoutMinutes());
-        long initialMinutes = Math.max(minutes, deleteBrandProgressProperties.getPriceTrackInitialTimeoutMinutes());
         long staleTimeoutMillis = Duration.ofMinutes(minutes).toMillis();
         long nowMillis = System.currentTimeMillis();
         LocalDateTime now = LocalDateTime.now();
         LocalDateTime threshold = now.minusMinutes(minutes);
-        LocalDateTime initialThreshold = now.minusMinutes(initialMinutes);
         java.util.List<FileTaskEntity> runningTasks = fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
                 .eq(FileTaskEntity::getModuleType, MODULE_TYPE_PRICE_TRACK)
                 .eq(FileTaskEntity::getStatus, "RUNNING")
@@ -340,8 +323,8 @@ public class DeleteBrandStaleTaskService {
         }
         Map<Long, Long> heartbeatByTaskId = priceTrackTaskCacheService.getTaskHeartbeatMillisBatch(
                 runningTasks.stream().map(FileTaskEntity::getId).toList());
-        log.info("[stale-check] price-track candidates={} threshold={} timeoutMinutes={} initialThreshold={} initialTimeoutMinutes={}",
-                runningTasks.size(), threshold, minutes, initialThreshold, initialMinutes);
+        log.info("[stale-check] price-track candidates={} threshold={} timeoutMinutes={}",
+                runningTasks.size(), threshold, minutes);
         for (FileTaskEntity task : runningTasks) {
             long lastHeartbeatMillis = heartbeatByTaskId.getOrDefault(task.getId(), 0L);
             boolean hasFinishedRows = (task.getSuccessFileCount() != null && task.getSuccessFileCount() > 0)
@@ -362,10 +345,6 @@ public class DeleteBrandStaleTaskService {
                         taskFileJobService.countActiveAssembleJobs(task.getId(), MODULE_TYPE_PRICE_TRACK));
                 continue;
             }
-            if (!hasStartedProgress && isWithinInitialGrace(task, initialThreshold)) {
-                stats.skippedTaskCount++;
-                continue;
-            }
             TaskDistributedLockService.LockHandle taskLockHandle = acquireTaskLock(MODULE_TYPE_PRICE_TRACK, task.getId());
             if (taskLockHandle == null) {
                 stats.skippedTaskCount++;
@@ -404,12 +383,10 @@ public class DeleteBrandStaleTaskService {
     private ShopMatchStaleCheckStats failStaleShopMatchTasks() {
         ShopMatchStaleCheckStats stats = new ShopMatchStaleCheckStats();
         long minutes = Math.max(1L, deleteBrandProgressProperties.getShopMatchStaleTimeoutMinutes());
-        long initialMinutes = Math.max(minutes, deleteBrandProgressProperties.getShopMatchInitialTimeoutMinutes());
         long staleTimeoutMillis = Duration.ofMinutes(minutes).toMillis();
         long nowMillis = System.currentTimeMillis();
         LocalDateTime now = LocalDateTime.now();
         LocalDateTime threshold = now.minusMinutes(minutes);
-        LocalDateTime initialThreshold = now.minusMinutes(initialMinutes);
         java.util.List<FileTaskEntity> runningTasks = fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
                 .eq(FileTaskEntity::getModuleType, MODULE_TYPE_SHOP_MATCH)
                 .eq(FileTaskEntity::getStatus, "RUNNING")
@@ -421,8 +398,8 @@ public class DeleteBrandStaleTaskService {
         }
         Map<Long, Long> heartbeatByTaskId = shopMatchTaskCacheService.getTaskHeartbeatMillisBatch(
                 runningTasks.stream().map(FileTaskEntity::getId).toList());
-        log.info("[stale-check] shop-match candidates={} threshold={} timeoutMinutes={} initialThreshold={} initialTimeoutMinutes={}",
-                runningTasks.size(), threshold, minutes, initialThreshold, initialMinutes);
+        log.info("[stale-check] shop-match candidates={} threshold={} timeoutMinutes={}",
+                runningTasks.size(), threshold, minutes);
         for (FileTaskEntity task : runningTasks) {
             long lastHeartbeatMillis = heartbeatByTaskId.getOrDefault(task.getId(), 0L);
             boolean hasFinishedRows = (task.getSuccessFileCount() != null && task.getSuccessFileCount() > 0)
@@ -445,12 +422,6 @@ public class DeleteBrandStaleTaskService {
                         taskFileJobService.countActiveAssembleJobs(task.getId(), MODULE_TYPE_SHOP_MATCH));
                 continue;
             }
-            if (!hasStartedProgress && isWithinInitialGrace(task, initialThreshold)) {
-                stats.skippedTaskCount++;
-                log.info("[stale-check] shop-match skip initial-grace taskId={} createdAt={} initialThreshold={}",
-                        task.getId(), task.getCreatedAt(), initialThreshold);
-                continue;
-            }
             TaskDistributedLockService.LockHandle taskLockHandle = acquireTaskLock(MODULE_TYPE_SHOP_MATCH, task.getId());
             if (taskLockHandle == null) {
                 stats.skippedTaskCount++;
@@ -489,12 +460,10 @@ public class DeleteBrandStaleTaskService {
     private ShopMatchStaleCheckStats failStalePatrolDeleteTasks() {
         ShopMatchStaleCheckStats stats = new ShopMatchStaleCheckStats();
         long minutes = Math.max(1L, deleteBrandProgressProperties.getPatrolDeleteStaleTimeoutMinutes());
-        long initialMinutes = Math.max(minutes, deleteBrandProgressProperties.getPatrolDeleteInitialTimeoutMinutes());
         long staleTimeoutMillis = Duration.ofMinutes(minutes).toMillis();
         long nowMillis = System.currentTimeMillis();
         LocalDateTime now = LocalDateTime.now();
         LocalDateTime threshold = now.minusMinutes(minutes);
-        LocalDateTime initialThreshold = now.minusMinutes(initialMinutes);
         java.util.List<FileTaskEntity> runningTasks = fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
                 .eq(FileTaskEntity::getModuleType, MODULE_TYPE_PATROL_DELETE)
                 .eq(FileTaskEntity::getStatus, "RUNNING")
@@ -526,10 +495,6 @@ public class DeleteBrandStaleTaskService {
                         taskFileJobService.countActiveAssembleJobs(task.getId(), MODULE_TYPE_PATROL_DELETE));
                 continue;
             }
-            if (!hasStartedProgress && isWithinInitialGrace(task, initialThreshold)) {
-                stats.skippedTaskCount++;
-                continue;
-            }
             TaskDistributedLockService.LockHandle taskLockHandle = acquireTaskLock(MODULE_TYPE_PATROL_DELETE, task.getId());
             if (taskLockHandle == null) {
                 stats.skippedTaskCount++;
@@ -566,13 +531,11 @@ public class DeleteBrandStaleTaskService {
 
     private ShopMatchStaleCheckStats failStaleQueryAsinTasks() {
         ShopMatchStaleCheckStats stats = new ShopMatchStaleCheckStats();
-        long minutes = Math.max(1L, deleteBrandProgressProperties.getPatrolDeleteStaleTimeoutMinutes());
-        long initialMinutes = Math.max(minutes, deleteBrandProgressProperties.getPatrolDeleteInitialTimeoutMinutes());
+        long minutes = Math.max(1L, deleteBrandProgressProperties.getQueryAsinStaleTimeoutMinutes());
         long staleTimeoutMillis = Duration.ofMinutes(minutes).toMillis();
         long nowMillis = System.currentTimeMillis();
         LocalDateTime now = LocalDateTime.now();
         LocalDateTime threshold = now.minusMinutes(minutes);
-        LocalDateTime initialThreshold = now.minusMinutes(initialMinutes);
         java.util.List<FileTaskEntity> runningTasks = fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
                 .eq(FileTaskEntity::getModuleType, MODULE_TYPE_QUERY_ASIN)
                 .eq(FileTaskEntity::getStatus, "RUNNING")
@@ -604,10 +567,6 @@ public class DeleteBrandStaleTaskService {
                         taskFileJobService.countActiveAssembleJobs(task.getId(), MODULE_TYPE_QUERY_ASIN));
                 continue;
             }
-            if (!hasStartedProgress && isWithinInitialGrace(task, initialThreshold)) {
-                stats.skippedTaskCount++;
-                continue;
-            }
             TaskDistributedLockService.LockHandle taskLockHandle = acquireTaskLock(MODULE_TYPE_QUERY_ASIN, task.getId());
             if (taskLockHandle == null) {
                 stats.skippedTaskCount++;
@@ -643,14 +602,6 @@ public class DeleteBrandStaleTaskService {
         return stats;
     }
 
-    private boolean isWithinInitialGrace(FileTaskEntity task, LocalDateTime initialThreshold) {
-        if (task == null || initialThreshold == null) {
-            return false;
-        }
-        LocalDateTime baseline = task.getUpdatedAt() != null ? task.getUpdatedAt() : task.getCreatedAt();
-        return baseline != null && baseline.isAfter(initialThreshold);
-    }
-
     private TaskDistributedLockService.LockHandle acquireTaskLock(String moduleType, Long taskId) {
         TaskDistributedLockService.LockHandle lockHandle = taskDistributedLockService.acquire(moduleType, taskId, 0L);
         if (lockHandle == null) {

backend-java/src/main/java/com/nanri/aiimage/modules/similarasin/client/SimilarAsinCozeClient.java

@@ -14,6 +14,7 @@ import org.springframework.stereotype.Component;
 import org.springframework.util.StreamUtils;
 import org.springframework.web.client.RestClient;
 
+import java.math.BigDecimal;
 import java.nio.charset.StandardCharsets;
 import java.util.ArrayList;
 import java.util.LinkedHashMap;
@@ -370,8 +371,9 @@ public class SimilarAsinCozeClient {
         List<String> skus = rows.stream().map(row -> safeText(row.getSku())).toList();
         List<String> urls = rows.stream().map(this::primaryImageUrl).toList();
         List<List<String>> urlLists = rows.stream().map(this::imageUrls).toList();
+        List<List<Map<String, Object>>> alibabaLists = rows.stream().map(this::alibabaItems).toList();
 
-        List<Map<String, Object>> items = buildItemObjects(asins, titles, skus, urls, urlLists);
+        List<Map<String, Object>> items = buildItemObjects(asins, titles, skus, urls, urlLists, alibabaLists);
         logCozeItemsDiff(rows, items);
         Map<String, Object> parameters = new LinkedHashMap<>();
         parameters.put("items", items);
@@ -408,22 +410,26 @@ public class SimilarAsinCozeClient {
             List<String> rowUrls = safeUrls(row.getUrls());
             String rowUrl = safeText(row.getUrl());
             Object outUrl = item.get("url");
+            Object outAlibaba = item.get("alibaba");
             Object outTargetUrls = item.get("target_urls");
             int outTargetSize = (outTargetUrls instanceof List<?> list) ? list.size() : 0;
+            int outAlibabaSize = (outAlibaba instanceof List<?> list) ? list.size() : 0;
             boolean urlMatch = String.valueOf(outUrl == null ? "" : outUrl).equals(rowUrl);
             boolean targetMatch = (outTargetUrls instanceof List<?> outList)
                     && outList.size() == rowUrls.size()
                     && outList.equals(rowUrls);
-            log.info("[similar-asin] coze item idx={} asin={} title={} sku={} rowUrl={} rowUrlsSize={} rowUrlsHead={} rowUrlsTail={} outUrl={} outTargetSize={} outTargetHead={} outTargetTail={} urlMatch={} targetUrlsMatch={}",
+            log.info("[similar-asin] coze item idx={} asin={} title={} sku={} price={} rowUrl={} rowUrlsSize={} rowUrlsHead={} rowUrlsTail={} outUrl={} outAlibabaSize={} outTargetSize={} outTargetHead={} outTargetTail={} urlMatch={} targetUrlsMatch={}",
                     i,
                     safeText(row.getAsin()),
                     abbreviate(safeText(row.getTitle()), 80),
                     safeText(row.getSku()),
+                    safeText(row.getPrice()),
                     abbreviate(rowUrl, 200),
                     rowUrls.size(),
                     rowUrls.isEmpty() ? "" : abbreviate(rowUrls.get(0), 200),
                     rowUrls.size() <= 1 ? "" : abbreviate(rowUrls.get(rowUrls.size() - 1), 200),
                     abbreviate(String.valueOf(outUrl == null ? "" : outUrl), 200),
+                    outAlibabaSize,
                     outTargetSize,
                     (outTargetUrls instanceof List<?> headList && !headList.isEmpty())
                             ? abbreviate(String.valueOf(headList.get(0)), 200) : "",
@@ -468,7 +474,8 @@ public class SimilarAsinCozeClient {
                                                        List<String> titles,
                                                        List<String> skus,
                                                        List<String> urls,
-                                                       List<List<String>> urlLists) {
+                                                       List<List<String>> urlLists,
+                                                       List<List<Map<String, Object>>> alibabaLists) {
         // legacy flag：保留切回旧字段顺序 {asin, sku, url, target_urls, title} 的开关，
         // 默认 false 使用当前顺序 {asin, url, target_urls, title, sku}。
         boolean useLegacyOrder = properties.isCozeUseLegacyItemFieldOrder();
@@ -476,16 +483,19 @@ public class SimilarAsinCozeClient {
         for (int i = 0; i < asins.size(); i++) {
             String url = urls.get(i);
             List<String> imageUrls = urlLists.get(i);
+            List<Map<String, Object>> alibabaItems = alibabaLists.get(i);
             Map<String, Object> item = new LinkedHashMap<>();
             if (useLegacyOrder) {
                 item.put("asin", asins.get(i));
                 item.put("sku", skus.get(i));
                 item.put("url", url);
+                item.put("alibaba", alibabaItems);
                 item.put("target_urls", imageUrls);
                 item.put("title", titles.get(i));
             } else {
                 item.put("asin", asins.get(i));
                 item.put("url", url);
+                item.put("alibaba", alibabaItems);
                 item.put("target_urls", imageUrls);
                 item.put("title", titles.get(i));
                 item.put("sku", skus.get(i));
@@ -726,6 +736,7 @@ public class SimilarAsinCozeClient {
         row.setSku(source.getSku());
         row.setPrice(source.getPrice());
         row.setUrls(source.getUrls());
+        row.setAlibaba(source.getAlibaba());
         row.setTitle(source.getTitle());
         row.setError(source.getError());
         row.setDone(source.getDone());
@@ -1213,6 +1224,69 @@ public class SimilarAsinCozeClient {
         return primaryUrl.isBlank() ? List.of() : List.of(primaryUrl);
     }
 
+    private List<Map<String, Object>> alibabaItems(SimilarAsinResultRowDto row) {
+        if (row == null) {
+            return List.of();
+        }
+        List<SimilarAsinResultRowDto.AlibabaItem> explicitItems = row.getAlibaba();
+        if (explicitItems != null && !explicitItems.isEmpty()) {
+            List<Map<String, Object>> result = new ArrayList<>(explicitItems.size());
+            for (SimilarAsinResultRowDto.AlibabaItem source : explicitItems) {
+                if (source == null) {
+                    continue;
+                }
+                String sourceUrl = safeText(source.getUrl());
+                Object sourcePrice = cozePrice(source.getRawPrice());
+                if (sourceUrl.isBlank() && isBlankPrice(sourcePrice)) {
+                    continue;
+                }
+                Map<String, Object> item = new LinkedHashMap<>();
+                item.put("url", sourceUrl);
+                item.put("price", sourcePrice);
+                result.add(item);
+            }
+            return result;
+        }
+        List<String> imageUrls = imageUrls(row);
+        if (imageUrls.isEmpty()) {
+            return List.of();
+        }
+        Object rowPrice = cozePrice(row.getPrice());
+        List<Map<String, Object>> result = new ArrayList<>(imageUrls.size());
+        for (String imageUrl : imageUrls) {
+            Map<String, Object> item = new LinkedHashMap<>();
+            item.put("url", imageUrl);
+            item.put("price", rowPrice);
+            result.add(item);
+        }
+        return result;
+    }
+
+    private Object cozePrice(Object value) {
+        if (value == null) {
+            return "";
+        }
+        if (value instanceof BigDecimal decimal) {
+            return decimal.stripTrailingZeros();
+        }
+        if (value instanceof Number number) {
+            return new BigDecimal(number.toString()).stripTrailingZeros();
+        }
+        String text = safeText(String.valueOf(value));
+        if (text.isBlank()) {
+            return "";
+        }
+        try {
+            return new BigDecimal(text).stripTrailingZeros();
+        } catch (NumberFormatException ex) {
+            return text;
+        }
+    }
+
+    private boolean isBlankPrice(Object value) {
+        return value == null || value instanceof String text && text.isBlank();
+    }
+
     private String cozeGroupKey(SimilarAsinResultRowDto row) {
         if (row == null) {
             return "";

backend-java/src/main/java/com/nanri/aiimage/modules/similarasin/model/dto/SimilarAsinResultRowDto.java

@@ -44,6 +44,10 @@ public class SimilarAsinResultRowDto {
     @Schema(description = "商品价格。来自 Excel 解析或 Python 回传。", example = "12.29")
     private String price;
 
+    @JsonAlias({"alibaba", "alibaba_items", "alibabaItems", "alibaba_products", "alibabaProducts"})
+    @Schema(description = "Alibaba candidates returned by Python, each item contains url and price")
+    private List<AlibabaItem> alibaba = new ArrayList<>();
+
     @Schema(description = "商品主图 URL。Python 端解析的代表图。允许传字符串或数组（数组取首个非空），与 urls 互不影响。", example = "https://webstatic.aiproxy.vip/output/20260425/103322/demo.jpg")
     private String url;
 
@@ -150,7 +154,11 @@ public class SimilarAsinResultRowDto {
 
     public List<String> getUrls() {
         // 直接返回 Python 回传的 urls，不再把 url 强推到首位、不去重、不截断。
-        return cleanUrls(urls);
+        List<String> cleaned = cleanUrls(urls);
+        if (!cleaned.isEmpty()) {
+            return cleaned;
+        }
+        return alibabaUrls();
     }
 
     @JsonSetter("urls")
@@ -169,12 +177,30 @@ public class SimilarAsinResultRowDto {
         this.urls = normalized;
     }
 
+    public List<AlibabaItem> getAlibaba() {
+        if (alibaba == null || alibaba.isEmpty()) {
+            return new ArrayList<>();
+        }
+        List<AlibabaItem> result = new ArrayList<>(alibaba.size());
+        for (AlibabaItem item : alibaba) {
+            if (item == null || item.getUrl().isBlank() && item.getPrice().isBlank()) {
+                continue;
+            }
+            result.add(item);
+        }
+        return result;
+    }
+
+    public void setAlibaba(List<AlibabaItem> alibaba) {
+        this.alibaba = alibaba == null ? new ArrayList<>() : new ArrayList<>(alibaba);
+    }
+
     public boolean hasImageUrl() {
         // url（主图）和 urls（同类商品图）任一存在即可作为可送 Coze 的素材。
         if (url != null && !url.isBlank()) {
             return true;
         }
-        return !cleanUrls(urls).isEmpty();
+        return !getUrls().isEmpty();
     }
 
     private static void appendUrls(List<String> result, Object value) {
@@ -227,4 +253,44 @@ public class SimilarAsinResultRowDto {
         }
         return result;
     }
+
+    private List<String> alibabaUrls() {
+        List<AlibabaItem> items = getAlibaba();
+        if (items.isEmpty()) {
+            return new ArrayList<>();
+        }
+        List<String> result = new ArrayList<>(items.size());
+        for (AlibabaItem item : items) {
+            String itemUrl = item.getUrl();
+            if (!itemUrl.isBlank()) {
+                result.add(itemUrl);
+            }
+        }
+        return result;
+    }
+
+    @Data
+    @Schema(description = "Alibaba candidate")
+    public static class AlibabaItem {
+
+        @JsonAlias({"url", "image_url", "imageUrl", "img_url", "imgUrl", "link"})
+        @Schema(description = "Alibaba image or product URL")
+        private String url;
+
+        @JsonAlias({"price", "浠锋牸"})
+        @Schema(description = "Alibaba candidate price")
+        private Object price;
+
+        public String getUrl() {
+            return url == null ? "" : url.trim();
+        }
+
+        public String getPrice() {
+            return price == null ? "" : String.valueOf(price).trim();
+        }
+
+        public Object getRawPrice() {
+            return price;
+        }
+    }
 }

backend-java/src/main/java/com/nanri/aiimage/modules/similarasin/service/SimilarAsinTaskService.java

@@ -9,6 +9,7 @@ import com.fasterxml.jackson.databind.ObjectMapper;
 import com.fasterxml.jackson.databind.node.ArrayNode;
 import com.fasterxml.jackson.databind.node.ObjectNode;
 import com.nanri.aiimage.common.exception.BusinessException;
+import com.nanri.aiimage.common.exception.TaskOwnerMismatchException;
 import com.nanri.aiimage.common.service.DistributedJobLockService;
 import com.nanri.aiimage.common.util.CozeGroupResultPropagator;
 import com.nanri.aiimage.common.util.FailedStatusRowFilter;
@@ -205,6 +206,8 @@ public class SimilarAsinTaskService {
             "id",
             "asin",
             "国家",
+            "卖家名称",
+            "品牌",
             "是否有货",
             "相似度",
             "是否符合类目",
@@ -216,9 +219,9 @@ public class SimilarAsinTaskService {
             "阿里巴巴图片2"
     );
 
-    private static final int IMG_COL_MAIN = 9;
-    private static final int IMG_COL_PUZZLE1 = 10;
-    private static final int IMG_COL_PUZZLE2 = 11;
+    private static final int IMG_COL_MAIN = 11;
+    private static final int IMG_COL_PUZZLE1 = 12;
+    private static final int IMG_COL_PUZZLE2 = 13;
 
     private final LocalFileStorageService localFileStorageService;
     private final OssStorageService ossStorageService;
@@ -471,6 +474,7 @@ public class SimilarAsinTaskService {
         if (task == null || !MODULE_TYPE.equals(task.getModuleType()) || userId != null && !Objects.equals(userId, task.getUserId())) {
             throw new BusinessException("任务不存在");
         }
+        ensureTaskOwnedByCurrentInstance(task, "activate");
         if (STATUS_SUCCESS.equals(task.getStatus()) || STATUS_FAILED.equals(task.getStatus())) {
             throw new BusinessException("任务已结束");
         }
@@ -805,7 +809,8 @@ public class SimilarAsinTaskService {
 
     public void finalizeStaleTasks() {
         if (transactionManager != null) {
-            LocalDateTime threshold = LocalDateTime.now().minusMinutes(Math.max(1, properties.getStaleTimeoutMinutes()));
+            LocalDateTime now = LocalDateTime.now();
+            LocalDateTime threshold = now.minusMinutes(Math.max(1, properties.getStaleTimeoutMinutes()));
             long thresholdMillis = threshold.atZone(ZoneId.systemDefault()).toInstant().toEpochMilli();
             List<FileTaskEntity> tasks = listStaleFinalizeCandidates(threshold);
             for (FileTaskEntity task : tasks) {
@@ -829,7 +834,8 @@ public class SimilarAsinTaskService {
             }
             return;
         }
-        LocalDateTime threshold = LocalDateTime.now().minusMinutes(Math.max(1, properties.getStaleTimeoutMinutes()));
+        LocalDateTime now = LocalDateTime.now();
+        LocalDateTime threshold = now.minusMinutes(Math.max(1, properties.getStaleTimeoutMinutes()));
         long thresholdMillis = threshold.atZone(ZoneId.systemDefault()).toInstant().toEpochMilli();
         List<FileTaskEntity> tasks = listStaleFinalizeCandidates(threshold);
         for (FileTaskEntity task : tasks) {
@@ -880,8 +886,8 @@ public class SimilarAsinTaskService {
         return fileTaskMapper.selectList(new LambdaQueryWrapper<FileTaskEntity>()
                 .eq(FileTaskEntity::getModuleType, MODULE_TYPE)
                 .eq(FileTaskEntity::getStatus, STATUS_RUNNING)
-                .lt(FileTaskEntity::getCreatedAt, threshold)
-                .orderByAsc(FileTaskEntity::getCreatedAt)
+                .lt(FileTaskEntity::getUpdatedAt, threshold)
+                .orderByAsc(FileTaskEntity::getUpdatedAt)
                 .last("limit 200"));
     }
 
@@ -1071,22 +1077,6 @@ public class SimilarAsinTaskService {
         boolean uploadComplete = isResultSubmissionComplete(taskId);
         long pendingCozeStates = countPendingCozeStates(taskId);
         long activeAssembleJobs = taskFileJobService.countActiveAssembleJobs(taskId, MODULE_TYPE);
-        if (isJavaSideProcessing(taskId)) {
-            // 防止 Coze 永远 pending 时 stale-recovery 永久 defer：
-            // 超过 stale-timeout-minutes × 4 仍未推进的 RUNNING 任务，强制走 finalize 链路。
-            long deferCeilingMinutes = Math.max(1, properties.getStaleTimeoutMinutes()) * 4L;
-            LocalDateTime updatedAt = task.getUpdatedAt();
-            if (updatedAt != null
-                    && Duration.between(updatedAt, LocalDateTime.now()).toMinutes() >= deferCeilingMinutes) {
-                log.warn("[similar-asin] stale recovery defer ceiling exceeded, forcing finalize taskId={} updatedAt={} ceilingMinutes={} pendingCozeStates={} activeAssembleJobs={}",
-                        taskId, updatedAt, deferCeilingMinutes, pendingCozeStates, activeAssembleJobs);
-                return false;
-            }
-            touchJavaSideTaskActivity(taskId);
-            log.info("[similar-asin] stale recovery deferred because Java-side processing is still active taskId={} uploadComplete={} pendingCozeStates={} activeAssembleJobs={}",
-                    taskId, uploadComplete, pendingCozeStates, activeAssembleJobs);
-            return true;
-        }
         if (!hasPersistedResultRows(taskId)) {
             return false;
         }
@@ -1095,10 +1085,10 @@ public class SimilarAsinTaskService {
             if (forcedScopes <= 0) {
                 return false;
             }
-            log.warn("[similar-asin] python heartbeat timed out, forcing finalize pipeline taskId={} pendingCozeStates={} activeAssembleJobs={} forcedScopes={}",
+            log.warn("[similar-asin] Python 回传心跳超时，已封口上传并继续 Coze/文件收尾 taskId={} pendingCozeStates={} activeAssembleJobs={} forcedScopes={}",
                     taskId, pendingCozeStates, activeAssembleJobs, forcedScopes);
         } else {
-            log.warn("[similar-asin] stale running task resuming coze/file assembly after python timeout taskId={} pendingCozeStates={} activeAssembleJobs={}",
+            log.warn("[similar-asin] Python 超时恢复继续推进 Coze/文件收尾 taskId={} pendingCozeStates={} activeAssembleJobs={}",
                     taskId, pendingCozeStates, activeAssembleJobs);
         }
         submitCozeForSubmittedChunk(new SubmitContext(task, null, null, null, true, null));
@@ -1272,32 +1262,48 @@ public class SimilarAsinTaskService {
     }
 
     private void mergeChunkPayload(Long taskId, String scopeHash, Integer chunkIndex, List<SimilarAsinResultRowDto> rows) {
-        TaskChunkEntity chunk = taskChunkMapper.selectOne(new LambdaQueryWrapper<TaskChunkEntity>()
-                .eq(TaskChunkEntity::getTaskId, taskId)
-                .eq(TaskChunkEntity::getModuleType, MODULE_TYPE)
-                .eq(TaskChunkEntity::getScopeHash, scopeHash)
-                .eq(TaskChunkEntity::getChunkIndex, chunkIndex)
-                .last("limit 1"));
-        if (chunk == null || rows == null || rows.isEmpty()) {
+        if (rows == null || rows.isEmpty()) {
             return;
         }
-        Map<String, SimilarAsinResultRowDto> persistedRows = readChunkRows(chunk);
-        for (SimilarAsinResultRowDto row : rows) {
-            persistedRows.put(rowKey(row), row);
-        }
-        String payloadJson = writeJson(rows == null ? List.of() : rows, "结果序列化失败");
-        payloadJson = writeJson(new ArrayList<>(persistedRows.values()), "相似ASIN分片载荷合并失败");
-        String oldPayload = chunk.getPayloadJson();
-        String storedPayload = transientPayloadStorageService.storeChunkPayloadVersioned(MODULE_TYPE, taskId, scopeHash, chunkIndex, payloadJson);
-        chunk.setPayloadJson(storedPayload);
-        chunk.setPayloadHash(DigestUtil.sha256Hex(payloadJson));
-        chunk.setUpdatedAt(LocalDateTime.now());
-        int updated = taskChunkMapper.updateById(chunk);
-        if (updated <= 0) {
+        int maxAttempts = 3;
+        for (int attempt = 1; attempt <= maxAttempts; attempt++) {
+            TaskChunkEntity chunk = taskChunkMapper.selectOne(new LambdaQueryWrapper<TaskChunkEntity>()
+                    .eq(TaskChunkEntity::getTaskId, taskId)
+                    .eq(TaskChunkEntity::getModuleType, MODULE_TYPE)
+                    .eq(TaskChunkEntity::getScopeHash, scopeHash)
+                    .eq(TaskChunkEntity::getChunkIndex, chunkIndex)
+                    .last("limit 1"));
+            if (chunk == null) {
+                return;
+            }
+            Map<String, SimilarAsinResultRowDto> persistedRows = readChunkRows(chunk);
+            for (SimilarAsinResultRowDto row : rows) {
+                persistedRows.put(rowKey(row), row);
+            }
+            String payloadJson = writeJson(new ArrayList<>(persistedRows.values()), "相似ASIN分片载荷合并失败");
+            String oldPayload = chunk.getPayloadJson();
+            String oldPayloadHash = chunk.getPayloadHash();
+            String newPayloadHash = DigestUtil.sha256Hex(payloadJson);
+            String storedPayload = transientPayloadStorageService.storeChunkPayloadVersioned(MODULE_TYPE, taskId, scopeHash, chunkIndex, payloadJson);
+            int updated = taskChunkMapper.update(null, new LambdaUpdateWrapper<TaskChunkEntity>()
+                    .eq(TaskChunkEntity::getId, chunk.getId())
+                    .eq(TaskChunkEntity::getPayloadHash, oldPayloadHash)
+                    .set(TaskChunkEntity::getPayloadJson, storedPayload)
+                    .set(TaskChunkEntity::getPayloadHash, newPayloadHash)
+                    .set(TaskChunkEntity::getUpdatedAt, LocalDateTime.now()));
+            if (updated > 0) {
+                log.debug("[similar-asin] chunk payload replaced taskId={} scopeHash={} chunk={} oldPayload={} newPayload={} attempt={}",
+                        taskId, scopeHash, chunkIndex, oldPayload, storedPayload, attempt);
+                transientPayloadStorageService.deleteReplacedPayloadIfNeeded(oldPayload, storedPayload);
+                return;
+            }
             transientPayloadStorageService.deletePayloadIfPresent(storedPayload);
-            throw new IllegalStateException("相似ASIN分片载荷更新失败");
+            if (attempt < maxAttempts) {
+                log.warn("[similar-asin] chunk payload CAS conflict, retry merge taskId={} scopeHash={} chunk={} attempt={}/{}",
+                        taskId, scopeHash, chunkIndex, attempt, maxAttempts);
+            }
         }
-        transientPayloadStorageService.deleteReplacedPayloadIfNeeded(oldPayload, storedPayload);
+        throw new IllegalStateException("相似ASIN分片载荷更新失败");
     }
 
     private List<SimilarAsinResultRowDto> expandRows(List<SimilarAsinResultRowDto> rows,
@@ -1482,7 +1488,8 @@ public class SimilarAsinTaskService {
             }
             String url = row.getUrl();
             List<String> urls = row.getUrls();
-            log.info("[similar-asin] python inbound idx={} groupKey={} rowToken={} id={} asin={} country={} title={} sku={} url={} urlsSize={} urlsHead={} urlsTail={}",
+            List<SimilarAsinResultRowDto.AlibabaItem> alibaba = row.getAlibaba();
+            log.info("[similar-asin] python inbound idx={} groupKey={} rowToken={} id={} asin={} country={} title={} sku={} price={} url={} urlsSize={} alibabaSize={} urlsHead={} urlsTail={}",
                     i,
                     normalize(row.getGroupKey()),
                     normalize(row.getRowToken()),
@@ -1491,8 +1498,10 @@ public class SimilarAsinTaskService {
                     normalize(row.getCountry()),
                     abbreviateForLog(row.getTitle(), 80),
                     normalize(row.getSku()),
+                    normalize(row.getPrice()),
                     abbreviateForLog(url, 200),
                     urls == null ? 0 : urls.size(),
+                    alibaba == null ? 0 : alibaba.size(),
                     urls == null || urls.isEmpty() ? "" : abbreviateForLog(urls.get(0), 200),
                     urls == null || urls.size() <= 1 ? "" : abbreviateForLog(urls.get(urls.size() - 1), 200));
         }
@@ -1698,6 +1707,9 @@ public class SimilarAsinTaskService {
         int batchSize = resolveCozeBatchSize(readImgSwitch(task));
         int cozeWorkUnits = countCozeWorkUnits(chunks, batchSize);
         int totalProgressUnits = Math.max(3, cozeWorkUnits + 3);
+        if (countPendingCozeStates(task.getId()) > 0) {
+            finalizeTimedOutCozeStatesForTask(task.getId());
+        }
         if (countPendingCozeStates(task.getId()) > 0) {
             taskFileJobService.touchRunning(job.getId());
             touchJavaSideTaskActivity(task.getId());
@@ -2397,7 +2409,16 @@ public class SimilarAsinTaskService {
                 FileTaskEntity task = taskForPoll(state.getTaskId());
                 if (task != null) {
                     Map<String, List<SimilarAsinParsedRowVo>> allRowsByBaseId = allRowsByBaseIdForPoll(task);
-                    mergeCozeRowsIntoChunk(task, context.chunkScopeHash(), context.chunkIndex(), cozeRows, allRowsByBaseId);
+                    try {
+                        mergeCozeRowsIntoChunk(task, context.chunkScopeHash(), context.chunkIndex(), cozeRows, allRowsByBaseId);
+                    } catch (Exception mergeEx) {
+                        if (failureMessage.isBlank()) {
+                            throw mergeEx;
+                        }
+                        log.warn("[similar-asin] coze failed result merge failed, mark state terminal anyway taskId={} stateId={} executeId={} err={}",
+                                state.getTaskId(), state.getId(), state.getCozeExecuteId(),
+                                firstNonBlank(mergeEx.getMessage(), mergeEx.getClass().getSimpleName()));
+                    }
                 }
             }
             markCozeStateTerminal(state,
@@ -2411,11 +2432,17 @@ public class SimilarAsinTaskService {
                 FileTaskEntity task = taskForPoll(state.getTaskId());
                 if (task != null) {
                     Map<String, List<SimilarAsinParsedRowVo>> allRowsByBaseId = allRowsByBaseIdForPoll(task);
-                    mergeCozeRowsIntoChunk(task,
-                            context.chunkScopeHash(),
-                            context.chunkIndex(),
-                            cozeClient.markRowsFailed(batchRows, message),
-                            allRowsByBaseId);
+                    try {
+                        mergeCozeRowsIntoChunk(task,
+                                context.chunkScopeHash(),
+                                context.chunkIndex(),
+                                cozeClient.markRowsFailed(batchRows, message),
+                                allRowsByBaseId);
+                    } catch (Exception mergeEx) {
+                        log.warn("[similar-asin] coze timeout fallback merge failed, mark state terminal anyway taskId={} stateId={} executeId={} err={}",
+                                state.getTaskId(), state.getId(), state.getCozeExecuteId(),
+                                firstNonBlank(mergeEx.getMessage(), mergeEx.getClass().getSimpleName()));
+                    }
                 }
                 markCozeStateTerminal(state, COZE_STATUS_FAILED, message);
                 maybeFinalizeCozeJob(state.getTaskId(), context);
@@ -2427,6 +2454,45 @@ public class SimilarAsinTaskService {
         }
     }
 
+    private void finalizeTimedOutCozeStatesForTask(Long taskId) {
+        if (taskId == null || taskId <= 0) {
+            return;
+        }
+        List<TaskScopeStateEntity> states = taskScopeStateMapper.selectList(new LambdaQueryWrapper<TaskScopeStateEntity>()
+                .eq(TaskScopeStateEntity::getTaskId, taskId)
+                .eq(TaskScopeStateEntity::getModuleType, MODULE_TYPE)
+                .in(TaskScopeStateEntity::getCozeStatus, List.of(COZE_STATUS_SUBMITTED, COZE_STATUS_RUNNING))
+                .orderByAsc(TaskScopeStateEntity::getCozeSubmittedAt)
+                .last("limit 50"));
+        if (states == null || states.isEmpty()) {
+            return;
+        }
+        for (TaskScopeStateEntity state : states) {
+            if (state == null || state.getId() == null || !isCozeStateTimedOut(state)) {
+                continue;
+            }
+            CozeBatchContext context = readCozeBatchContext(state);
+            if (context == null || context.resultId() == null) {
+                markCozeStateTerminal(state, COZE_STATUS_FAILED, "Coze 批次上下文缺失");
+                continue;
+            }
+            List<SimilarAsinResultRowDto> batchRows = readCozeBatchRows(state);
+            FileTaskEntity task = taskForPoll(taskId);
+            if (task != null) {
+                Map<String, List<SimilarAsinParsedRowVo>> allRowsByBaseId = allRowsByBaseIdForPoll(task);
+                mergeCozeRowsIntoChunk(task,
+                        context.chunkScopeHash(),
+                        context.chunkIndex(),
+                        cozeClient.markRowsFailed(batchRows, "Coze 异步工作流轮询超时"),
+                        allRowsByBaseId);
+            }
+            markCozeStateTerminal(state, COZE_STATUS_FAILED, "Coze 异步工作流轮询超时");
+            maybeFinalizeCozeJob(taskId, context);
+            log.warn("[similar-asin] 文件任务超时兜底已将 Coze pending 批次置为失败 taskId={} stateId={} jobId={}",
+                    taskId, state.getId(), context.jobId());
+        }
+    }
+
     private boolean retryFailedCozeBatchState(TaskScopeStateEntity state,
                                               CozeBatchContext context,
                                               List<SimilarAsinResultRowDto> batchRows,
@@ -2913,7 +2979,7 @@ public class SimilarAsinTaskService {
             if (CozeFailureClassifier.isThrottleLockTimeout(message)) {
                 if (isCozeStateTimedOut(state)) {
                     Map<String, List<SimilarAsinParsedRowVo>> allRowsByBaseId = allRowsByBaseIdForPoll(task);
-                    String finalMessage = "Coze pending submit timeout after waiting credentials: " + message;
+                    String finalMessage = "等待 Coze 提交凭证超时：" + message;
                     mergeCozeRowsIntoChunk(task,
                             null,
                             null,
@@ -2933,7 +2999,7 @@ public class SimilarAsinTaskService {
                 Map<String, List<SimilarAsinParsedRowVo>> allRowsByBaseId = allRowsByBaseIdForPoll(task);
                 String finalMessage = isCozeStateTimedOut(state)
                         ? message + " (timeout after " + properties.getCozePollTimeoutMillis() + "ms)"
-                        : message + " after " + nextAttemptCount + " submit attempts";
+                        : message + "，已重试提交 " + nextAttemptCount + " 次";
                 mergeCozeRowsIntoChunk(task,
                         null,
                         null,
@@ -3734,11 +3800,6 @@ public class SimilarAsinTaskService {
         return hasCompletedScope;
     }
 
-    private boolean isJavaSideProcessing(Long taskId) {
-        return countPendingCozeStates(taskId) > 0
-                || taskFileJobService.countActiveAssembleJobs(taskId, MODULE_TYPE) > 0;
-    }
-
     private void touchJavaSideTaskActivity(Long taskId) {
         if (taskId == null || taskId <= 0) {
             return;
@@ -3795,7 +3856,11 @@ public class SimilarAsinTaskService {
         }
         log.warn("[similar-asin] reject task operation because owner is another instance taskId={} operation={} owner={} current={}",
                 task == null ? null : task.getId(), operation, owner, currentInstanceId());
-        throw new BusinessException(40903, "This task is bound to another service instance");
+        throw new TaskOwnerMismatchException(
+                task == null ? null : task.getId(),
+                operation,
+                owner,
+                currentInstanceId());
     }
 
     private boolean isCozeStateOwnedByCurrentInstance(TaskScopeStateEntity state) {
@@ -4461,6 +4526,8 @@ public class SimilarAsinTaskService {
                 row.createCell(col++).setCellValue(firstNonBlank(parsedRow.getDisplayId(), parsedRow.getSourceId()));
                 row.createCell(col++).setCellValue(firstNonBlank(parsedRow.getAsin(), ""));
                 row.createCell(col++).setCellValue(firstNonBlank(parsedRow.getCountry(), ""));
+                row.createCell(col++).setCellValue(readValueByHeader(parsedRow, "卖家名称", "卖家名", "卖家", "店铺名称", "店铺名", "seller name", "seller_name", "seller-name", "sellername", "store name", "shop name"));
+                row.createCell(col++).setCellValue(readValueByHeader(parsedRow, "品牌", "brand"));
                 row.createCell(col++).setCellValue(resultRow == null ? "" : userFacingCozeCellValue(resultRow, resultRow.getIsStock()));
                 row.createCell(col++).setCellValue(resultRow == null ? "" : userFacingCozeCellValue(resultRow, resultRow.getSimilarity()));
                 row.createCell(col++).setCellValue(resultRow == null ? "" : userFacingCozeCellValue(resultRow, resultRow.getIsConform()));
@@ -5197,6 +5264,7 @@ public class SimilarAsinTaskService {
         if (task == null || !MODULE_TYPE.equals(task.getModuleType()) || userId != null && !Objects.equals(userId, task.getUserId())) {
             throw new BusinessException("任务不存在");
         }
+        ensureTaskOwnedByCurrentInstance(task, "parsed payload");
         return readParsedPayload(task);
     }
 
@@ -5305,6 +5373,8 @@ public class SimilarAsinTaskService {
             log.warn("[similar-asin] read chunk payload failed taskId={} chunk={} crossInstance={} err={}",
                     chunk.getTaskId(), chunk.getChunkIndex(), crossInstance, msg);
             recordChunkReadFailure(chunk, crossInstance, msg);
+            throw new BusinessException("similar ASIN chunk payload read failed chunk="
+                    + chunk.getChunkIndex() + ": " + msg, ex);
         }
         return rows;
     }

backend-java/src/main/java/com/nanri/aiimage/modules/similarasin/util/SimilarAsinImageEmbedder.java

@@ -92,6 +92,10 @@ public class SimilarAsinImageEmbedder {
 
     private static final String UA = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 "
             + "(KHTML, like Gecko) Chrome/124.0.0.0 Safari/537.36";
+    private static final String IMAGE_ACCEPT = "image/avif,image/webp,image/apng,image/svg+xml,image/*,*/*;q=0.8";
+    private static final String DOWNLOAD_ACCEPT = "*/*";
+    private static final String ACCEPT_LANGUAGE = "en-US,en;q=0.9,zh-CN;q=0.8,zh;q=0.7";
+    private static final String AMAZON_REFERER = "https://www.amazon.com/";
 
     private final int downloadTimeoutSeconds;
     private final int downloadPoolSize;
@@ -108,9 +112,9 @@ public class SimilarAsinImageEmbedder {
                 .readTimeout(Duration.ofSeconds(downloadTimeoutSeconds))
                 .writeTimeout(Duration.ofSeconds(downloadTimeoutSeconds))
                 .callTimeout(Duration.ofSeconds(downloadTimeoutSeconds * 2L))
-                .retryOnConnectionFailure(false)
-                .followRedirects(false)
-                .followSslRedirects(false)
+                .retryOnConnectionFailure(true)
+                .followRedirects(true)
+                .followSslRedirects(true)
                 .dns(new SafeDns(Dns.SYSTEM))
                 .build();
         this.downloadPool = Executors.newFixedThreadPool(downloadPoolSize, namedFactory("similar-asin-image-dl"));
@@ -129,6 +133,10 @@ public class SimilarAsinImageEmbedder {
         return downloadPoolSize;
     }
 
+    OkHttpClient httpClient() {
+        return httpClient;
+    }
+
     /**
      * P2-8 prefetch：assemble 阶段第一遍扫所有 url，并行预下载到 taskImageCache。
      * embed() 第二遍写入时若 cache 命中直接复用，否则回退到现在的串行下载逻辑（保持兜底）。
@@ -174,7 +182,7 @@ public class SimilarAsinImageEmbedder {
                     taskImageCache.putIfAbsent(url, thumb);
                 } catch (Exception ex) {
                     // 预下载失败不抛出：embed() 时同 url 会再次尝试并走原有兜底链路。
-                    log.debug("[similar-asin][image] prefetch-fail url={} err={}", url, ex.getMessage());
+                    log.debug("[similar-asin][image] prefetch-fail url={} err={}", url, errorSummary(ex));
                 }
             };
             futures.add(completion.submit(task, null));
@@ -229,7 +237,7 @@ public class SimilarAsinImageEmbedder {
             byte[] raw = downloadWithRetry(trimmed);
             return resizeImage(trimmed, raw);
         } catch (Exception ex) {
-            log.debug("[similar-asin][image] prefetch-cache-fail url={} err={}", trimmed, ex.getMessage());
+            log.debug("[similar-asin][image] prefetch-cache-fail url={} err={}", trimmed, errorSummary(ex));
             return null;
         }
     }
@@ -273,6 +281,7 @@ public class SimilarAsinImageEmbedder {
                                            int colIdx,
                                            Row row,
                                            Map<String, ResizedImage> taskImageCache) {
+        long startedNanos = System.nanoTime();
         try {
             ResizedImage thumb = taskImageCache.get(trimmedUrl);
             boolean cacheHit = thumb != null;
@@ -294,11 +303,14 @@ public class SimilarAsinImageEmbedder {
         } catch (ResizeOversizeException ex) {
             log.warn("[similar-asin][image] resize-oversize url={} bytes={}", ex.url(), ex.size());
         } catch (ResizeException ex) {
-            log.warn("[similar-asin][image] resize-fail url={} err={}", trimmedUrl, ex.getMessage());
+            log.warn("[similar-asin][image] resize-fail url={} elapsedMs={} err={}",
+                    trimmedUrl, elapsedMs(startedNanos), errorSummary(ex));
         } catch (IOException | TimeoutException ex) {
-            log.warn("[similar-asin][image] download-fail url={} err={}", trimmedUrl, ex.getMessage());
+            log.warn("[similar-asin][image] download-fail url={} elapsedMs={} err={}",
+                    trimmedUrl, elapsedMs(startedNanos), errorSummary(ex));
         } catch (RuntimeException ex) {
-            log.warn("[similar-asin][image] embed-fail url={} err={}", trimmedUrl, ex.getMessage());
+            log.warn("[similar-asin][image] embed-fail url={} elapsedMs={} err={}",
+                    trimmedUrl, elapsedMs(startedNanos), errorSummary(ex));
         }
         row.createCell(colIdx).setCellValue(trimmedUrl);
         return null;
@@ -334,10 +346,12 @@ public class SimilarAsinImageEmbedder {
     private byte[] downloadWithRetry(String url) throws IOException, TimeoutException {
         validateHttpsUrl(url);
         IOException last = null;
+        TimeoutException lastTimeout = null;
+        long waitSeconds = downloadTimeoutSeconds * 2L;
         for (int attempt = 0; attempt <= DOWNLOAD_MAX_RETRY; attempt++) {
             Future<byte[]> future = downloadPool.submit(() -> doFetch(url));
             try {
-                return future.get(downloadTimeoutSeconds * 2L, TimeUnit.SECONDS);
+                return future.get(waitSeconds, TimeUnit.SECONDS);
             } catch (java.util.concurrent.ExecutionException ee) {
                 Throwable cause = ee.getCause();
                 if (cause instanceof DownloadOversizeException doe) {
@@ -345,6 +359,8 @@ public class SimilarAsinImageEmbedder {
                 }
                 if (cause instanceof IOException io) {
                     last = io;
+                    lastTimeout = null;
+                    logRetry(url, attempt, io);
                     continue;
                 }
                 if (cause instanceof RuntimeException re) {
@@ -353,15 +369,31 @@ public class SimilarAsinImageEmbedder {
                 throw new IOException("image download failed: " + cause.getMessage(), cause);
             } catch (java.util.concurrent.TimeoutException te) {
                 future.cancel(true);
-                throw te;
+                TimeoutException wrapped = new TimeoutException("image download timeout after attempt "
+                        + (attempt + 1) + "/" + (DOWNLOAD_MAX_RETRY + 1)
+                        + ", waitSeconds=" + waitSeconds);
+                wrapped.initCause(te);
+                lastTimeout = wrapped;
+                last = null;
+                logRetry(url, attempt, wrapped);
             } catch (InterruptedException ie) {
                 Thread.currentThread().interrupt();
                 throw new IOException("image download interrupted", ie);
             }
         }
+        if (lastTimeout != null) {
+            throw lastTimeout;
+        }
         throw last != null ? last : new IOException("image download failed without cause");
     }
 
+    private void logRetry(String url, int attempt, Exception ex) {
+        if (attempt < DOWNLOAD_MAX_RETRY) {
+            log.debug("[similar-asin][image] download-retry url={} nextAttempt={}/{} err={}",
+                    url, attempt + 2, DOWNLOAD_MAX_RETRY + 1, errorSummary(ex));
+        }
+    }
+
     static void validateHttpsUrl(String url) {
         URI uri;
         try {
@@ -407,11 +439,7 @@ public class SimilarAsinImageEmbedder {
     }
 
     private byte[] doFetch(String url) throws IOException {
-        Request req = new Request.Builder()
-                .url(url)
-                .header("User-Agent", UA)
-                .get()
-                .build();
+        Request req = buildImageRequest(url);
         try (Response resp = httpClient.newCall(req).execute()) {
             if (!resp.isSuccessful()) {
                 throw new IOException("http " + resp.code() + " for " + url);
@@ -441,6 +469,57 @@ public class SimilarAsinImageEmbedder {
         }
     }
 
+    static Request buildImageRequest(String url) {
+        Request.Builder builder = new Request.Builder()
+                .url(url)
+                .header("User-Agent", UA)
+                .header("Accept-Language", ACCEPT_LANGUAGE)
+                .header("Cache-Control", "no-cache")
+                .get();
+        if (isCozeSignedImageUrl(url)) {
+            // Coze/TOS signed image links behave like direct file downloads.
+            // A foreign Referer can be rejected, so keep this close to a browser address-bar download.
+            builder.header("Accept", DOWNLOAD_ACCEPT);
+        } else {
+            builder.header("Accept", IMAGE_ACCEPT)
+                    .header("Referer", AMAZON_REFERER);
+        }
+        return builder.build();
+    }
+
+    static boolean isCozeSignedImageUrl(String url) {
+        try {
+            URI uri = new URI(url);
+            String host = uri.getHost();
+            return host != null && host.toLowerCase(Locale.ROOT).endsWith("-bot-platform-tos-sign.coze.cn");
+        } catch (URISyntaxException ex) {
+            return false;
+        }
+    }
+
+    static long elapsedMs(long startedNanos) {
+        return TimeUnit.NANOSECONDS.toMillis(System.nanoTime() - startedNanos);
+    }
+
+    static String errorSummary(Throwable ex) {
+        if (ex == null) {
+            return "unknown";
+        }
+        StringBuilder sb = new StringBuilder(ex.getClass().getSimpleName());
+        String message = ex.getMessage();
+        sb.append(": ");
+        sb.append(message == null || message.isBlank() ? "<empty>" : message);
+        Throwable cause = ex.getCause();
+        if (cause != null) {
+            sb.append("; cause=").append(cause.getClass().getSimpleName());
+            String causeMessage = cause.getMessage();
+            if (causeMessage != null && !causeMessage.isBlank()) {
+                sb.append(": ").append(causeMessage);
+            }
+        }
+        return sb.toString();
+    }
+
     /**
      * 等比缩放到长边 TARGET_LONG_EDGE_PX，JPEG q=0.75 输出；返回字节 + 实际像素，供调用方按图自适应单元格尺寸。
      * 出口校验字节数 ≤ MAX_THUMB_SIZE_BYTES，超限按 MAX_THUMB_SIZE → 长边 → 质量的顺序迭代降级，

backend-java/src/main/java/com/nanri/aiimage/modules/task/controller/TaskHeartbeatController.java

@@ -0,0 +1,36 @@
+package com.nanri.aiimage.modules.task.controller;
+
+import com.nanri.aiimage.common.api.ApiResponse;
+import com.nanri.aiimage.modules.task.model.dto.TaskHeartbeatRequest;
+import com.nanri.aiimage.modules.task.model.vo.TaskHeartbeatVo;
+import com.nanri.aiimage.modules.task.service.TaskHeartbeatService;
+import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.Parameter;
+import io.swagger.v3.oas.annotations.tags.Tag;
+import jakarta.validation.Valid;
+import lombok.RequiredArgsConstructor;
+import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@RestController
+@RequiredArgsConstructor
+@RequestMapping("/api/tasks")
+@Tag(name = "Task heartbeat", description = "Unified heartbeat API for Python task workers")
+public class TaskHeartbeatController {
+
+    private final TaskHeartbeatService taskHeartbeatService;
+
+    @PostMapping("/{taskId}/heartbeat")
+    @Operation(
+            summary = "Task heartbeat",
+            description = "Python calls this during execution. The backend resolves biz_file_task or brand task by taskId. user_id is optional.")
+    public ApiResponse<TaskHeartbeatVo> heartbeat(
+            @Parameter(description = "Task ID", required = true, example = "200")
+            @PathVariable Long taskId,
+            @Valid @RequestBody(required = false) TaskHeartbeatRequest request) {
+        return ApiResponse.success(taskHeartbeatService.heartbeat(taskId, request));
+    }
+}

backend-java/src/main/java/com/nanri/aiimage/modules/task/mapper/TaskImageCacheMapper.java

@@ -2,11 +2,14 @@ package com.nanri.aiimage.modules.task.mapper;
 
 import com.baomidou.mybatisplus.core.mapper.BaseMapper;
 import com.nanri.aiimage.modules.task.model.entity.TaskImageCacheEntity;
+import org.apache.ibatis.annotations.Delete;
 import org.apache.ibatis.annotations.Mapper;
 import org.apache.ibatis.annotations.Param;
 import org.apache.ibatis.annotations.Select;
 import org.apache.ibatis.annotations.Update;
 
+import java.time.LocalDateTime;
+
 /**
  * P2-12：图片缩略图缓存 mapper。提供 LRU 命中刷新、按 url_hash 直读字节两个轻量入口，
  * 其余 CRUD 走 {@link BaseMapper} 默认实现。
@@ -15,7 +18,7 @@ import org.apache.ibatis.annotations.Update;
 public interface TaskImageCacheMapper extends BaseMapper<TaskImageCacheEntity> {
 
     /**
-     * 命中时同步 bumping last_used_at，便于后续按 LRU 清理 7 天前未用记录。
+     * 命中时同步 bumping last_used_at，便于后续按 LRU 清理过期未用记录。
      */
     @Update("UPDATE biz_task_image_cache SET last_used_at = NOW(3) WHERE url_hash = #{urlHash}")
     int touchLastUsed(@Param("urlHash") String urlHash);
@@ -26,4 +29,7 @@ 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);
+
+    @Delete("DELETE FROM biz_task_image_cache WHERE last_used_at < #{cutoff} ORDER BY last_used_at LIMIT #{limit}")
+    int deleteExpiredBatch(@Param("cutoff") LocalDateTime cutoff, @Param("limit") int limit);
 }

backend-java/src/main/java/com/nanri/aiimage/modules/task/model/dto/TaskHeartbeatRequest.java

@@ -0,0 +1,23 @@
+package com.nanri.aiimage.modules.task.model.dto;
+
+import com.fasterxml.jackson.annotation.JsonProperty;
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+@Data
+@Schema(description = "Task heartbeat request")
+public class TaskHeartbeatRequest {
+
+    @JsonProperty("user_id")
+    @Schema(description = "Optional task owner user ID. Python workers can omit it.", example = "453")
+    private Long userId;
+
+    @Schema(description = "Optional phase label", example = "crawling")
+    private String phase;
+
+    @Schema(description = "Optional current progress", example = "42")
+    private Integer current;
+
+    @Schema(description = "Optional total progress", example = "1100")
+    private Integer total;
+}

backend-java/src/main/java/com/nanri/aiimage/modules/task/model/entity/TaskImageCacheEntity.java

@@ -16,7 +16,7 @@ import java.time.LocalDateTime;
  *   <li>{@link #urlHash}：sha256 lowercase hex，作为唯一键避免 1024 长 URL 命中索引长度限制；</li>
  *   <li>{@link #imageBytes}：已 resize 后的 JPEG 缩略图字节，最大约 300KB（保持与
  *       {@code SimilarAsinImageEmbedder.MAX_THUMB_SIZE_BYTES} 对齐）；</li>
- *   <li>{@link #lastUsedAt}：用于后续 LRU 清理（>7 天未用）。</li>
+ *   <li>{@link #lastUsedAt}：用于后续 LRU 清理（默认 >3 天未用）。</li>
  * </ul>
  */
 @Data

backend-java/src/main/java/com/nanri/aiimage/modules/task/model/vo/TaskHeartbeatVo.java

@@ -0,0 +1,39 @@
+package com.nanri.aiimage.modules.task.model.vo;
+
+import io.swagger.v3.oas.annotations.media.Schema;
+import lombok.Data;
+
+@Data
+@Schema(description = "Task heartbeat response")
+public class TaskHeartbeatVo {
+
+    @Schema(description = "Whether the task can continue", example = "true")
+    private boolean alive;
+
+    @Schema(description = "Task status", example = "RUNNING")
+    private String status;
+
+    @Schema(description = "Resolved task module", example = "PRODUCT_RISK_RESOLVE")
+    private String moduleType;
+
+    @Schema(description = "Message", example = "ok")
+    private String message;
+
+    public static TaskHeartbeatVo alive(String moduleType, String status) {
+        TaskHeartbeatVo vo = new TaskHeartbeatVo();
+        vo.setAlive(true);
+        vo.setModuleType(moduleType);
+        vo.setStatus(status);
+        vo.setMessage("ok");
+        return vo;
+    }
+
+    public static TaskHeartbeatVo notAlive(String moduleType, String status, String message) {
+        TaskHeartbeatVo vo = new TaskHeartbeatVo();
+        vo.setAlive(false);
+        vo.setModuleType(moduleType);
+        vo.setStatus(status);
+        vo.setMessage(message);
+        return vo;
+    }
+}

backend-java/src/main/java/com/nanri/aiimage/modules/task/service/TaskHeartbeatService.java

@@ -0,0 +1,211 @@
+package com.nanri.aiimage.modules.task.service;
+
+import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
+import com.baomidou.mybatisplus.core.conditions.update.LambdaUpdateWrapper;
+import com.nanri.aiimage.modules.appearancepatent.service.AppearancePatentTaskCacheService;
+import com.nanri.aiimage.modules.brand.mapper.BrandCrawlTaskMapper;
+import com.nanri.aiimage.modules.brand.model.entity.BrandCrawlTaskEntity;
+import com.nanri.aiimage.modules.brand.service.BrandTaskProgressCacheService;
+import com.nanri.aiimage.modules.deletebrand.service.DeleteBrandTaskCacheService;
+import com.nanri.aiimage.modules.patroldelete.service.PatrolDeleteTaskCacheService;
+import com.nanri.aiimage.modules.pricetrack.service.PriceTrackTaskCacheService;
+import com.nanri.aiimage.modules.productrisk.service.ProductRiskTaskCacheService;
+import com.nanri.aiimage.modules.queryasin.service.QueryAsinTaskCacheService;
+import com.nanri.aiimage.modules.shopmatch.service.ShopMatchTaskCacheService;
+import com.nanri.aiimage.modules.similarasin.service.SimilarAsinTaskCacheService;
+import com.nanri.aiimage.modules.task.mapper.FileTaskMapper;
+import com.nanri.aiimage.modules.task.model.dto.TaskHeartbeatRequest;
+import com.nanri.aiimage.modules.task.model.entity.FileTaskEntity;
+import com.nanri.aiimage.modules.task.model.vo.TaskHeartbeatVo;
+import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Service;
+
+import java.time.LocalDateTime;
+import java.util.LinkedHashMap;
+import java.util.Map;
+
+@Service
+@RequiredArgsConstructor
+public class TaskHeartbeatService {
+
+    private static final String STATUS_RUNNING = "RUNNING";
+    private static final String BRAND_STATUS_RUNNING = "running";
+
+    private static final String MODULE_DELETE_BRAND = "DELETE_BRAND";
+    private static final String MODULE_PRODUCT_RISK = "PRODUCT_RISK_RESOLVE";
+    private static final String MODULE_PRICE_TRACK = "PRICE_TRACK";
+    private static final String MODULE_SHOP_MATCH = "SHOP_MATCH";
+    private static final String MODULE_PATROL_DELETE = "PATROL_DELETE";
+    private static final String MODULE_QUERY_ASIN = "QUERY_ASIN";
+    private static final String MODULE_APPEARANCE_PATENT = "APPEARANCE_PATENT";
+    private static final String MODULE_SIMILAR_ASIN = "SIMILAR_ASIN";
+    private static final String MODULE_BRAND = "BRAND";
+
+    private final FileTaskMapper fileTaskMapper;
+    private final BrandCrawlTaskMapper brandCrawlTaskMapper;
+    private final ProductRiskTaskCacheService productRiskTaskCacheService;
+    private final PriceTrackTaskCacheService priceTrackTaskCacheService;
+    private final ShopMatchTaskCacheService shopMatchTaskCacheService;
+    private final PatrolDeleteTaskCacheService patrolDeleteTaskCacheService;
+    private final QueryAsinTaskCacheService queryAsinTaskCacheService;
+    private final AppearancePatentTaskCacheService appearancePatentTaskCacheService;
+    private final SimilarAsinTaskCacheService similarAsinTaskCacheService;
+    private final DeleteBrandTaskCacheService deleteBrandTaskCacheService;
+    private final BrandTaskProgressCacheService brandTaskProgressCacheService;
+
+    public TaskHeartbeatVo heartbeat(Long taskId, TaskHeartbeatRequest request) {
+        if (taskId == null || taskId <= 0) {
+            return TaskHeartbeatVo.notAlive(null, null, "invalid taskId");
+        }
+        Long userId = request == null ? null : request.getUserId();
+
+        LambdaQueryWrapper<FileTaskEntity> fileQuery = new LambdaQueryWrapper<FileTaskEntity>()
+                .eq(FileTaskEntity::getId, taskId)
+                .last("limit 1");
+        if (userId != null && userId > 0) {
+            fileQuery.eq(FileTaskEntity::getUserId, userId);
+        }
+        FileTaskEntity fileTask = fileTaskMapper.selectOne(fileQuery);
+
+        LambdaQueryWrapper<BrandCrawlTaskEntity> brandQuery = new LambdaQueryWrapper<BrandCrawlTaskEntity>()
+                .eq(BrandCrawlTaskEntity::getId, taskId)
+                .last("limit 1");
+        if (userId != null && userId > 0) {
+            brandQuery.eq(BrandCrawlTaskEntity::getUserId, userId);
+        }
+        BrandCrawlTaskEntity brandTask = brandCrawlTaskMapper.selectOne(brandQuery);
+
+        TaskHeartbeatVo fileResult = touchFileTaskIfRunning(fileTask, request);
+        TaskHeartbeatVo brandResult = touchBrandTaskIfRunning(brandTask, request);
+
+        if (fileResult != null && fileResult.isAlive() && brandResult != null && brandResult.isAlive()) {
+            return TaskHeartbeatVo.alive(fileResult.getModuleType() + "," + MODULE_BRAND, STATUS_RUNNING);
+        }
+        if (fileResult != null && fileResult.isAlive()) {
+            return fileResult;
+        }
+        if (brandResult != null && brandResult.isAlive()) {
+            return brandResult;
+        }
+        if (fileResult != null) {
+            return fileResult;
+        }
+        if (brandResult != null) {
+            return brandResult;
+        }
+        return TaskHeartbeatVo.notAlive(null, null, "task not found");
+    }
+
+    private TaskHeartbeatVo touchFileTaskIfRunning(FileTaskEntity task, TaskHeartbeatRequest request) {
+        if (task == null) {
+            return null;
+        }
+        String moduleType = task.getModuleType() == null ? "" : task.getModuleType();
+        String status = task.getStatus();
+        if (!STATUS_RUNNING.equals(status)) {
+            return TaskHeartbeatVo.notAlive(moduleType, status, "task is not running");
+        }
+        LocalDateTime now = LocalDateTime.now();
+        int updated = fileTaskMapper.update(null, new LambdaUpdateWrapper<FileTaskEntity>()
+                .eq(FileTaskEntity::getId, task.getId())
+                .eq(FileTaskEntity::getUserId, task.getUserId())
+                .eq(FileTaskEntity::getStatus, STATUS_RUNNING)
+                .set(FileTaskEntity::getUpdatedAt, now));
+        if (updated <= 0) {
+            FileTaskEntity latest = fileTaskMapper.selectById(task.getId());
+            return TaskHeartbeatVo.notAlive(moduleType, latest == null ? status : latest.getStatus(), "task is not running");
+        }
+        touchModuleHeartbeat(moduleType, task.getId(), request);
+        task.setUpdatedAt(now);
+        saveFileTaskCache(moduleType, task);
+        return TaskHeartbeatVo.alive(moduleType, STATUS_RUNNING);
+    }
+
+    private TaskHeartbeatVo touchBrandTaskIfRunning(BrandCrawlTaskEntity task, TaskHeartbeatRequest request) {
+        if (task == null) {
+            return null;
+        }
+        String status = task.getStatus();
+        if (!BRAND_STATUS_RUNNING.equals(status)) {
+            return TaskHeartbeatVo.notAlive(MODULE_BRAND, status, "task is not running");
+        }
+        int updated = brandCrawlTaskMapper.update(null, new LambdaUpdateWrapper<BrandCrawlTaskEntity>()
+                .eq(BrandCrawlTaskEntity::getId, task.getId())
+                .eq(BrandCrawlTaskEntity::getUserId, task.getUserId())
+                .eq(BrandCrawlTaskEntity::getStatus, BRAND_STATUS_RUNNING)
+                .set(BrandCrawlTaskEntity::getUpdatedAt, LocalDateTime.now()));
+        if (updated <= 0) {
+            BrandCrawlTaskEntity latest = brandCrawlTaskMapper.selectById(task.getId());
+            return TaskHeartbeatVo.notAlive(MODULE_BRAND, latest == null ? status : latest.getStatus(), "task is not running");
+        }
+        brandTaskProgressCacheService.touchHeartbeat(
+                task.getId(),
+                request == null ? null : request.getPhase(),
+                request == null ? null : request.getCurrent(),
+                request == null ? null : request.getTotal());
+        return TaskHeartbeatVo.alive(MODULE_BRAND, BRAND_STATUS_RUNNING);
+    }
+
+    private void touchModuleHeartbeat(String moduleType, Long taskId, TaskHeartbeatRequest request) {
+        switch (moduleType) {
+            case MODULE_PRODUCT_RISK -> {
+                productRiskTaskCacheService.touchTaskHeartbeat(taskId);
+            }
+            case MODULE_PRICE_TRACK -> {
+                priceTrackTaskCacheService.touchTaskHeartbeat(taskId);
+            }
+            case MODULE_SHOP_MATCH -> {
+                shopMatchTaskCacheService.touchTaskHeartbeat(taskId);
+            }
+            case MODULE_PATROL_DELETE -> {
+                patrolDeleteTaskCacheService.touchTaskHeartbeat(taskId);
+            }
+            case MODULE_QUERY_ASIN -> {
+                queryAsinTaskCacheService.touchTaskHeartbeat(taskId);
+            }
+            case MODULE_APPEARANCE_PATENT -> {
+                appearancePatentTaskCacheService.touchTaskHeartbeat(taskId);
+            }
+            case MODULE_SIMILAR_ASIN -> {
+                similarAsinTaskCacheService.touchTaskHeartbeat(taskId);
+            }
+            case MODULE_DELETE_BRAND -> {
+                deleteBrandTaskCacheService.saveProgress(taskId, buildDeleteBrandHeartbeatProgress(request), true);
+            }
+            default -> {
+            }
+        }
+    }
+
+    private Map<String, String> buildDeleteBrandHeartbeatProgress(TaskHeartbeatRequest request) {
+        String now = String.valueOf(System.currentTimeMillis());
+        Map<String, String> values = new LinkedHashMap<>();
+        values.put("last_heartbeat_at", now);
+        values.put("updated_at", now);
+        if (request != null) {
+            putIfPresent(values, "phase", request.getPhase());
+            putIfPresent(values, "current", request.getCurrent());
+            putIfPresent(values, "total", request.getTotal());
+        }
+        return values;
+    }
+
+    private void saveFileTaskCache(String moduleType, FileTaskEntity task) {
+        switch (moduleType) {
+            case MODULE_PRODUCT_RISK -> productRiskTaskCacheService.saveTaskCache(task);
+            case MODULE_PRICE_TRACK -> priceTrackTaskCacheService.saveTaskCache(task);
+            case MODULE_SHOP_MATCH -> shopMatchTaskCacheService.saveTaskCache(task);
+            case MODULE_PATROL_DELETE -> patrolDeleteTaskCacheService.saveTaskCache(task);
+            case MODULE_QUERY_ASIN -> queryAsinTaskCacheService.saveTaskCache(task);
+            case MODULE_DELETE_BRAND -> deleteBrandTaskCacheService.saveTaskCache(task);
+            default -> {
+            }
+        }
+    }
+
+    private void putIfPresent(Map<String, String> values, String key, Object value) {
+        if (value != null) {
+            values.put(key, String.valueOf(value));
+        }
+    }
+}

backend-java/src/main/java/com/nanri/aiimage/modules/task/service/TaskImageCacheCleanupService.java

@@ -0,0 +1,69 @@
+package com.nanri.aiimage.modules.task.service;
+
+import com.nanri.aiimage.common.service.DistributedJobLockService;
+import com.nanri.aiimage.config.TaskImageCacheCleanupProperties;
+import com.nanri.aiimage.modules.task.mapper.TaskImageCacheMapper;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Service;
+
+import java.time.Duration;
+import java.time.LocalDateTime;
+
+@Service
+@RequiredArgsConstructor
+@Slf4j
+public class TaskImageCacheCleanupService {
+
+    private static final Duration CLEANUP_LOCK_TTL = Duration.ofMinutes(30);
+
+    private final TaskImageCacheMapper taskImageCacheMapper;
+    private final TaskImageCacheCleanupProperties cleanupProperties;
+    private final DistributedJobLockService distributedJobLockService;
+
+    @Scheduled(cron = "${aiimage.task-image-cache-cleanup.cron:0 30 2 * * *}")
+    public void cleanupExpiredImageCache() {
+        if (!cleanupProperties.isEnabled()) {
+            return;
+        }
+        DistributedJobLockService.LockHandle lockHandle =
+                distributedJobLockService.tryLock("task-image-cache:cleanup", CLEANUP_LOCK_TTL);
+        if (lockHandle == null) {
+            log.info("[task-image-cache-cleanup] skip because another instance holds the distributed lock");
+            return;
+        }
+        try (lockHandle) {
+            int retentionDays = Math.max(1, cleanupProperties.getRetentionDays());
+            int batchSize = Math.max(1, cleanupProperties.getBatchSize());
+            int maxBatches = Math.max(1, cleanupProperties.getMaxBatchesPerRun());
+            LocalDateTime cutoff = LocalDateTime.now().minusDays(retentionDays);
+
+            int deletedTotal = 0;
+            int batches = 0;
+            while (batches < maxBatches) {
+                int deleted = taskImageCacheMapper.deleteExpiredBatch(cutoff, batchSize);
+                if (deleted <= 0) {
+                    break;
+                }
+                deletedTotal += deleted;
+                batches++;
+                if (!lockHandle.renew(CLEANUP_LOCK_TTL)) {
+                    log.warn("[task-image-cache-cleanup] stop because lock renew failed deletedTotal={} batches={}",
+                            deletedTotal, batches);
+                    break;
+                }
+                if (deleted < batchSize) {
+                    break;
+                }
+            }
+
+            if (deletedTotal > 0 || batches >= maxBatches) {
+                log.info("[task-image-cache-cleanup] finished cutoff={} retentionDays={} deletedTotal={} batches={} batchSize={} maxBatches={}",
+                        cutoff, retentionDays, deletedTotal, batches, batchSize, maxBatches);
+            }
+        } catch (Exception ex) {
+            log.warn("[task-image-cache-cleanup] failed msg={}", ex.getMessage(), ex);
+        }
+    }
+}

backend-java/src/main/resources/application.yml

@@ -75,6 +75,14 @@ aiimage:
   # For IDEA/local startup, set -Daiimage.instance-id=<stable-id> or configure the AIIMAGE_INSTANCE_ID env var.
   # Avoid relying on container hostname/container ID, otherwise task owner continuity may break after restart/redeploy.
   instance-id: ${AIIMAGE_INSTANCE_ID:local-dev}
+  instance-routing:
+    routes:
+      server-110: ${AIIMAGE_INSTANCE_ROUTE_SERVER_110:http://192.168.0.171:18080}
+      server-111: ${AIIMAGE_INSTANCE_ROUTE_SERVER_111:http://47.111.163.154:18080}
+      server-121: ${AIIMAGE_INSTANCE_ROUTE_SERVER_121:http://192.168.0.170:18080}
+    connect-timeout-millis: ${AIIMAGE_INSTANCE_ROUTE_CONNECT_TIMEOUT_MILLIS:3000}
+    read-timeout-millis: ${AIIMAGE_INSTANCE_ROUTE_READ_TIMEOUT_MILLIS:300000}
+    request-body-cache-limit-bytes: ${AIIMAGE_INSTANCE_ROUTE_REQUEST_BODY_CACHE_LIMIT_BYTES:104857600}
   oss:
     region: ${AIIMAGE_OSS_REGION:cn-hangzhou}
     endpoint: ${AIIMAGE_OSS_ENDPOINT:oss-cn-hangzhou.aliyuncs.com}
@@ -104,21 +112,17 @@ aiimage:
   brand-progress:
     ttl-hours: ${AIIMAGE_BRAND_PROGRESS_TTL_HOURS:24}
     failed-ttl-hours: ${AIIMAGE_BRAND_PROGRESS_FAILED_TTL_HOURS:2}
-    heartbeat-timeout-minutes: ${AIIMAGE_BRAND_PROGRESS_HEARTBEAT_TIMEOUT_MINUTES:15}
+    heartbeat-timeout-minutes: ${AIIMAGE_BRAND_PROGRESS_HEARTBEAT_TIMEOUT_MINUTES:30}
     stale-check-cron: ${AIIMAGE_BRAND_PROGRESS_STALE_CHECK_CRON:0 */2 * * * *}
   delete-brand-progress:
-    heartbeat-timeout-minutes: ${AIIMAGE_DELETE_BRAND_HEARTBEAT_TIMEOUT_MINUTES:15}
-    delete-brand-initial-timeout-minutes: ${AIIMAGE_DELETE_BRAND_INITIAL_TIMEOUT_MINUTES:20}
+    heartbeat-timeout-minutes: ${AIIMAGE_DELETE_BRAND_HEARTBEAT_TIMEOUT_MINUTES:30}
     stale-check-cron: ${AIIMAGE_DELETE_BRAND_STALE_CHECK_CRON:*/30 * * * * *}
     finalize-check-cron: ${AIIMAGE_DELETE_BRAND_FINALIZE_CHECK_CRON:30 */2 * * * *}
-    product-risk-stale-timeout-minutes: ${AIIMAGE_PRODUCT_RISK_STALE_TIMEOUT_MINUTES:20}
-    product-risk-initial-timeout-minutes: ${AIIMAGE_PRODUCT_RISK_INITIAL_TIMEOUT_MINUTES:20}
-    price-track-stale-timeout-minutes: ${AIIMAGE_PRICE_TRACK_STALE_TIMEOUT_MINUTES:20}
-    price-track-initial-timeout-minutes: ${AIIMAGE_PRICE_TRACK_INITIAL_TIMEOUT_MINUTES:20}
-    shop-match-stale-timeout-minutes: ${AIIMAGE_SHOP_MATCH_STALE_TIMEOUT_MINUTES:20}
-    shop-match-initial-timeout-minutes: ${AIIMAGE_SHOP_MATCH_INITIAL_TIMEOUT_MINUTES:20}
-    patrol-delete-stale-timeout-minutes: ${AIIMAGE_PATROL_DELETE_STALE_TIMEOUT_MINUTES:20}
-    patrol-delete-initial-timeout-minutes: ${AIIMAGE_PATROL_DELETE_INITIAL_TIMEOUT_MINUTES:20}
+    product-risk-stale-timeout-minutes: ${AIIMAGE_PRODUCT_RISK_STALE_TIMEOUT_MINUTES:30}
+    price-track-stale-timeout-minutes: ${AIIMAGE_PRICE_TRACK_STALE_TIMEOUT_MINUTES:30}
+    shop-match-stale-timeout-minutes: ${AIIMAGE_SHOP_MATCH_STALE_TIMEOUT_MINUTES:30}
+    patrol-delete-stale-timeout-minutes: ${AIIMAGE_PATROL_DELETE_STALE_TIMEOUT_MINUTES:30}
+    query-asin-stale-timeout-minutes: ${AIIMAGE_QUERY_ASIN_STALE_TIMEOUT_MINUTES:30}
   module-cleanup:
     enabled: ${AIIMAGE_MODULE_CLEANUP_ENABLED:true}
     cron: ${AIIMAGE_MODULE_CLEANUP_CRON:0 0 0 * * *}
@@ -132,6 +136,12 @@ aiimage:
     scope-payload-buffer-retention-hours: ${AIIMAGE_TASK_SCOPE_PAYLOAD_BUFFER_RETENTION_HOURS:24}
     scope-payload-recovery-max-files: ${AIIMAGE_TASK_SCOPE_PAYLOAD_RECOVERY_MAX_FILES:200}
     scope-payload-cleanup-cron: ${AIIMAGE_TASK_SCOPE_PAYLOAD_CLEANUP_CRON:15 */30 * * * *}
+  task-image-cache-cleanup:
+    enabled: ${AIIMAGE_TASK_IMAGE_CACHE_CLEANUP_ENABLED:true}
+    cron: ${AIIMAGE_TASK_IMAGE_CACHE_CLEANUP_CRON:0 30 2 * * *}
+    retention-days: ${AIIMAGE_TASK_IMAGE_CACHE_RETENTION_DAYS:3}
+    batch-size: ${AIIMAGE_TASK_IMAGE_CACHE_CLEANUP_BATCH_SIZE:5000}
+    max-batches-per-run: ${AIIMAGE_TASK_IMAGE_CACHE_CLEANUP_MAX_BATCHES_PER_RUN:200}
   result-file-job:
     mq-enabled: ${AIIMAGE_RESULT_FILE_JOB_MQ_ENABLED:true}
     topic: ${AIIMAGE_RESULT_FILE_JOB_TOPIC:aiimage-result-file-job}
@@ -149,6 +159,13 @@ aiimage:
     batch-size: ${AIIMAGE_RESULT_FILE_JOB_BATCH_SIZE:20}
   coze-task:
     max-concurrent: ${AIIMAGE_COZE_TASK_MAX_CONCURRENT:12}
+  brand-check:
+    base-url: ${AIIMAGE_BRAND_CHECK_BASE_URL:http://47.110.241.161:16890}
+    path: ${AIIMAGE_BRAND_CHECK_PATH:/brand_check}
+    token: ${AIIMAGE_BRAND_CHECK_TOKEN:eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9}
+    default-strategy: ${AIIMAGE_BRAND_CHECK_DEFAULT_STRATEGY:Terms}
+    connect-timeout-millis: ${AIIMAGE_BRAND_CHECK_CONNECT_TIMEOUT_MILLIS:10000}
+    read-timeout-millis: ${AIIMAGE_BRAND_CHECK_READ_TIMEOUT_MILLIS:60000}
   appearance-patent:
     coze-base-url: ${AIIMAGE_APPEARANCE_PATENT_COZE_BASE_URL:https://api.coze.cn}
     coze-workflow-path: ${AIIMAGE_APPEARANCE_PATENT_COZE_WORKFLOW_PATH:/v1/workflow/run}
@@ -159,6 +176,7 @@ aiimage:
     coze-read-timeout-millis: ${AIIMAGE_APPEARANCE_PATENT_COZE_READ_TIMEOUT_MILLIS:60000}
     coze-poll-interval-millis: ${AIIMAGE_APPEARANCE_PATENT_COZE_POLL_INTERVAL_MILLIS:30000}
     coze-poll-timeout-millis: ${AIIMAGE_APPEARANCE_PATENT_COZE_POLL_TIMEOUT_MILLIS:600000}
+    coze-flush-pending-minutes: ${AIIMAGE_APPEARANCE_PATENT_COZE_FLUSH_PENDING_MINUTES:1}
     stale-timeout-minutes: ${AIIMAGE_APPEARANCE_PATENT_STALE_TIMEOUT_MINUTES:30}
     stale-finalize-cron: ${AIIMAGE_APPEARANCE_PATENT_STALE_FINALIZE_CRON:0 */2 * * * *}
   similar-asin:

backend-java/src/test/java/com/nanri/aiimage/common/util/CozeGroupResultPropagatorTest.java

@@ -0,0 +1,80 @@
+package com.nanri.aiimage.common.util;
+
+import org.junit.jupiter.api.Test;
+
+import java.util.List;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+class CozeGroupResultPropagatorTest {
+
+    @Test
+    void doesNotTreatNoInfringementAsInfringementHit() {
+        List<ParsedRow> parsedRows = List.of(
+                new ParsedRow("20_1"),
+                new ParsedRow("20_2")
+        );
+        List<ResultRow> resultRows = List.of(
+                new ResultRow("无侵权"),
+                new ResultRow("无侵权")
+        );
+
+        int updatedRows = CozeGroupResultPropagator.propagateByGroup(
+                parsedRows,
+                ParsedRow::displayId,
+                row -> resultRows.get(parsedRows.indexOf(row)),
+                ResultRow::conclusion,
+                ResultRow::setConclusion,
+                List.of("已侵权", "侵权")
+        );
+
+        assertEquals(0, updatedRows);
+        assertEquals("无侵权", resultRows.get(0).conclusion());
+        assertEquals("无侵权", resultRows.get(1).conclusion());
+    }
+
+    @Test
+    void propagatesWhenGroupHasRealInfringementHit() {
+        List<ParsedRow> parsedRows = List.of(
+                new ParsedRow("20_1"),
+                new ParsedRow("20_2")
+        );
+        List<ResultRow> resultRows = List.of(
+                new ResultRow("无侵权"),
+                new ResultRow("侵权")
+        );
+
+        int updatedRows = CozeGroupResultPropagator.propagateByGroup(
+                parsedRows,
+                ParsedRow::displayId,
+                row -> resultRows.get(parsedRows.indexOf(row)),
+                ResultRow::conclusion,
+                ResultRow::setConclusion,
+                List.of("已侵权", "侵权")
+        );
+
+        assertEquals(1, updatedRows);
+        assertEquals("侵权", resultRows.get(0).conclusion());
+        assertEquals("侵权", resultRows.get(1).conclusion());
+    }
+
+    private record ParsedRow(String displayId) {
+    }
+
+    private static final class ResultRow {
+
+        private String conclusion;
+
+        private ResultRow(String conclusion) {
+            this.conclusion = conclusion;
+        }
+
+        private String conclusion() {
+            return conclusion;
+        }
+
+        private void setConclusion(String conclusion) {
+            this.conclusion = conclusion;
+        }
+    }
+}

backend-java/src/test/java/com/nanri/aiimage/modules/appearancepatent/client/AppearancePatentCozeClientTest.java

@@ -0,0 +1,64 @@
+package com.nanri.aiimage.modules.appearancepatent.client;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.nanri.aiimage.config.AppearancePatentProperties;
+import com.nanri.aiimage.config.BrandCheckProperties;
+import com.nanri.aiimage.modules.brand.client.BrandCheckClient;
+import com.nanri.aiimage.modules.appearancepatent.model.dto.AppearancePatentResultRowDto;
+import org.junit.jupiter.api.Test;
+
+import java.util.List;
+
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.mockito.ArgumentMatchers.anyString;
+import static org.mockito.Mockito.mock;
+import static org.mockito.Mockito.never;
+import static org.mockito.Mockito.verify;
+
+class AppearancePatentCozeClientTest {
+
+    private final AppearancePatentCozeClient client = new AppearancePatentCozeClient(
+            new AppearancePatentProperties(),
+            new ObjectMapper(),
+            null,
+            new BrandCheckClient(new BrandCheckProperties())
+    );
+
+    @Test
+    void titleRiskIsInfringementWhenBrandCheckHasFailedData() {
+        BrandCheckClient.BrandCheckBatchResult result =
+                new BrandCheckClient.BrandCheckBatchResult(List.of("阿凡达"), List.of("阿凡达"), List.of());
+
+        assertThat(client.buildTitleRisk("阿凡达", result)).isEqualTo("侵权");
+    }
+
+    @Test
+    void conclusionIsInfringementWhenTitleOrAppearanceIsInfringement() {
+        assertThat(client.buildConclusion("侵权", "无侵权", "")).isEqualTo("侵权");
+        assertThat(client.buildConclusion("无侵权", "侵权", "")).isEqualTo("侵权");
+        assertThat(client.buildConclusion("无侵权", "无侵权", "")).isEqualTo("无侵权");
+    }
+
+    @Test
+    void skipBrandCheckWhenCozeTitleAndReasonAreNone() throws Exception {
+        BrandCheckClient brandCheckClient = mock(BrandCheckClient.class);
+        AppearancePatentCozeClient cozeClient = new AppearancePatentCozeClient(
+                new AppearancePatentProperties(),
+                new ObjectMapper(),
+                null,
+                brandCheckClient
+        );
+        AppearancePatentResultRowDto row = new AppearancePatentResultRowDto();
+        row.setId("1");
+        String dataText = """
+                {"data":[{"row_id":"1","title":"无","title_reason":"无","appearance":"无侵权","result":"无侵权"}]}
+                """;
+
+        List<AppearancePatentResultRowDto> merged = cozeClient.mergeRowsFromDataText(List.of(row), dataText);
+
+        assertThat(merged).hasSize(1);
+        assertThat(merged.get(0).getTitleRisk()).isEqualTo("无侵权");
+        assertThat(merged.get(0).getConclusion()).isEqualTo("无侵权");
+        verify(brandCheckClient, never()).checkTitleText(anyString(), anyString());
+    }
+}

backend-java/src/test/java/com/nanri/aiimage/modules/brand/client/BrandCheckClientTest.java

@@ -0,0 +1,29 @@
+package com.nanri.aiimage.modules.brand.client;
+
+import com.nanri.aiimage.config.BrandCheckProperties;
+import org.junit.jupiter.api.Test;
+
+import java.util.List;
+
+import static org.assertj.core.api.Assertions.assertThat;
+
+class BrandCheckClientTest {
+
+    @Test
+    void splitTitleTextSupportsCommonSeparatorsAndQuotes() {
+        BrandCheckClient client = new BrandCheckClient(new BrandCheckProperties());
+
+        List<String> brands = client.splitTitleText("'阿凡达,任天堂'； Disney、LEGO\nSony");
+
+        assertThat(brands).containsExactly("阿凡达", "任天堂", "Disney", "LEGO", "Sony");
+    }
+
+    @Test
+    void splitTitleTextDeduplicatesBlankValues() {
+        BrandCheckClient client = new BrandCheckClient(new BrandCheckProperties());
+
+        List<String> brands = client.splitTitleText(" 任天堂, ,任天堂，Sony ");
+
+        assertThat(brands).containsExactly("任天堂", "Sony");
+    }
+}

backend-java/src/test/java/com/nanri/aiimage/modules/similarasin/client/SimilarAsinCozeClientTest.java

@@ -0,0 +1,86 @@
+package com.nanri.aiimage.modules.similarasin.client;
+
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.nanri.aiimage.config.SimilarAsinProperties;
+import com.nanri.aiimage.modules.similarasin.model.dto.SimilarAsinResultRowDto;
+import org.junit.jupiter.api.Test;
+
+import java.math.BigDecimal;
+import java.lang.reflect.Method;
+import java.util.List;
+import java.util.Map;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+class SimilarAsinCozeClientTest {
+
+    private final ObjectMapper objectMapper = new ObjectMapper();
+
+    @Test
+    @SuppressWarnings("unchecked")
+    void buildParametersIncludesAlibabaPriceFromPythonPayload() throws Exception {
+        List<SimilarAsinResultRowDto> rows = objectMapper.readValue("""
+                [
+                  {
+                    "asin": "B0TEST123",
+                    "url": "https://m.media-amazon.com/images/I/main.jpg",
+                    "alibaba": [
+                      {"url": "https://cbu01.alicdn.com/img/ibank/a.jpg", "price": 12.80},
+                      {"url": "https://cbu01.alicdn.com/img/ibank/b.jpg", "price": 19.99}
+                    ],
+                    "title": "Test title",
+                    "sku": "SKU-1"
+                  }
+                ]
+                """, new TypeReference<>() {
+        });
+        SimilarAsinCozeClient client = new SimilarAsinCozeClient(new SimilarAsinProperties(), objectMapper, null);
+
+        Method method = SimilarAsinCozeClient.class.getDeclaredMethod(
+                "buildParameters", List.class, String.class, String.class, boolean.class);
+        method.setAccessible(true);
+        Map<String, Object> parameters = (Map<String, Object>) method.invoke(client, rows, "", "", true);
+
+        List<Map<String, Object>> items = (List<Map<String, Object>>) parameters.get("items");
+        Map<String, Object> item = items.getFirst();
+        List<Map<String, Object>> alibaba = (List<Map<String, Object>>) item.get("alibaba");
+
+        assertEquals("B0TEST123", item.get("asin"));
+        assertEquals("https://m.media-amazon.com/images/I/main.jpg", item.get("url"));
+        assertEquals("Test title", item.get("title"));
+        assertEquals("SKU-1", item.get("sku"));
+        assertEquals(2, alibaba.size());
+        assertEquals("https://cbu01.alicdn.com/img/ibank/a.jpg", alibaba.get(0).get("url"));
+        assertEquals(0, new BigDecimal("12.8").compareTo((BigDecimal) alibaba.get(0).get("price")));
+        assertEquals("https://cbu01.alicdn.com/img/ibank/b.jpg", alibaba.get(1).get("url"));
+        assertEquals(0, new BigDecimal("19.99").compareTo((BigDecimal) alibaba.get(1).get("price")));
+        assertTrue(rows.getFirst().hasImageUrl());
+    }
+
+    @Test
+    @SuppressWarnings("unchecked")
+    void buildParametersFallsBackAlibabaFromLegacyUrlsAndTopLevelPrice() throws Exception {
+        SimilarAsinResultRowDto row = new SimilarAsinResultRowDto();
+        row.setAsin("B0LEGACY1");
+        row.setUrl("https://m.media-amazon.com/images/I/main.jpg");
+        row.setUrls(List.of("https://cbu01.alicdn.com/img/ibank/legacy-a.jpg"));
+        row.setPrice("8.50");
+        row.setTitle("Legacy title");
+        row.setSku("SKU-LEGACY");
+        SimilarAsinCozeClient client = new SimilarAsinCozeClient(new SimilarAsinProperties(), objectMapper, null);
+
+        Method method = SimilarAsinCozeClient.class.getDeclaredMethod(
+                "buildParameters", List.class, String.class, String.class, boolean.class);
+        method.setAccessible(true);
+        Map<String, Object> parameters = (Map<String, Object>) method.invoke(client, List.of(row), "", "", false);
+
+        List<Map<String, Object>> items = (List<Map<String, Object>>) parameters.get("items");
+        List<Map<String, Object>> alibaba = (List<Map<String, Object>>) items.getFirst().get("alibaba");
+
+        assertEquals(1, alibaba.size());
+        assertEquals("https://cbu01.alicdn.com/img/ibank/legacy-a.jpg", alibaba.getFirst().get("url"));
+        assertEquals(0, new BigDecimal("8.5").compareTo((BigDecimal) alibaba.getFirst().get("price")));
+    }
+}

backend-java/src/test/java/com/nanri/aiimage/modules/similarasin/util/SimilarAsinImageEmbedderTest.java

@@ -7,13 +7,16 @@ import java.awt.Color;
 import java.awt.Graphics2D;
 import java.awt.image.BufferedImage;
 import java.io.ByteArrayOutputStream;
+import java.io.IOException;
 import java.net.InetAddress;
 import java.net.UnknownHostException;
 import java.util.Collections;
 import java.util.List;
+import java.util.concurrent.TimeoutException;
 
 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.junit.jupiter.api.Assertions.assertFalse;
@@ -154,4 +157,47 @@ class SimilarAsinImageEmbedderTest {
         assertEquals(12345678L, ex.size());
         assertTrue(ex.getMessage().contains("oversize"));
     }
+
+    @Test
+    void httpClientKeepsImageDownloadResilienceEnabled() {
+        assertTrue(embedder.httpClient().retryOnConnectionFailure(), "OkHttp should retry transient connection failures");
+        assertTrue(embedder.httpClient().followRedirects(), "image CDN redirects should be followed");
+        assertTrue(embedder.httpClient().followSslRedirects(), "signed CDN downloads should follow browser-like SSL redirects");
+    }
+
+    @Test
+    void buildImageRequestUsesBrowserLikeHeaders() {
+        var req = SimilarAsinImageEmbedder.buildImageRequest("https://m.media-amazon.com/images/I/abc.jpg");
+
+        assertEquals("GET", req.method());
+        assertTrue(req.header("User-Agent").contains("Chrome"), "User-Agent should look browser-like");
+        assertTrue(req.header("Accept").contains("image/"), "Accept should prefer images");
+        assertEquals("https://www.amazon.com/", req.header("Referer"));
+        assertEquals("no-cache", req.header("Cache-Control"));
+        assertNotNull(req.header("Accept-Language"));
+    }
+
+    @Test
+    void buildImageRequestUsesDownloadHeadersForCozeSignedImages() {
+        var req = SimilarAsinImageEmbedder.buildImageRequest(
+                "https://lf9-bot-platform-tos-sign.coze.cn/bot-studio-bot-platform/bot_files/1/image/jpeg/2/merged_image.jpg?x-expires=1&x-signature=a");
+
+        assertEquals("GET", req.method());
+        assertTrue(req.header("User-Agent").contains("Chrome"), "User-Agent should look browser-like");
+        assertEquals("*/*", req.header("Accept"));
+        assertNull(req.header("Referer"), "Coze signed download links should not carry an Amazon referer");
+        assertEquals("no-cache", req.header("Cache-Control"));
+        assertTrue(SimilarAsinImageEmbedder.isCozeSignedImageUrl(req.url().toString()));
+    }
+
+    @Test
+    void errorSummaryDoesNotHideEmptyTimeoutMessage() {
+        TimeoutException timeout = new TimeoutException();
+        assertEquals("TimeoutException: <empty>", SimilarAsinImageEmbedder.errorSummary(timeout));
+
+        IOException io = new IOException("outer", new TimeoutException("inner"));
+        String summary = SimilarAsinImageEmbedder.errorSummary(io);
+        assertTrue(summary.contains("IOException: outer"));
+        assertTrue(summary.contains("cause=TimeoutException: inner"));
+    }
 }

backend/blueprints/admin_api.py

@@ -196,7 +196,7 @@ def _ensure_column_sort_schema():
         try:
             with conn.cursor() as cur:
                 try:
-                    cur.execute("ALTER TABLE columns ADD COLUMN sort_order INT NOT NULL DEFAULT 0 COMMENT '鑿滃崟鎺掑簭' AFTER route_path")
+                    cur.execute("ALTER TABLE columns ADD COLUMN sort_order INT NOT NULL DEFAULT 0 COMMENT '菜单排序' AFTER route_path")
                 except Exception:
                     pass
                 try: