python调用

business-css/src/main/java/com/yfd/business/css/model/InferRequest.java

@@ -5,6 +5,7 @@ import java.util.Map;
 
 public class InferRequest {
     private String modelDir;
+    private String deviceType;
     private List<Map<String, Object>> batch;
     private Map<String, Object> features;
     private Map<String, Object> meta;
@@ -14,10 +15,23 @@ public class InferRequest {
     // Getter和Setter方法
     public String getModelDir() { return modelDir; }
     public void setModelDir(String modelDir) { this.modelDir = modelDir; }
+    public String getDeviceType() { return deviceType; }
+    public void setDeviceType(String deviceType) { this.deviceType = deviceType; }
     public List<Map<String, Object>> getBatch() { return batch; }
     public void setBatch(List<Map<String, Object>> batch) { this.batch = batch; }
     public Map<String, Object> getFeatures() { return features; }
     public void setFeatures(Map<String, Object> features) { this.features = features; }
     public Map<String, Object> getMeta() { return meta; }
     public void setMeta(Map<String, Object> meta) { this.meta = meta; }
+
+    @Override
+    public String toString() {
+        return "InferRequest{" +
+                "modelDir='" + modelDir + '\'' +
+                ", deviceType='" + deviceType + '\'' +
+                ", batch=" + batch +
+                ", features=" + features +
+                ", meta=" + meta +
+                '}';
+    }
 }

business-css/src/main/java/com/yfd/business/css/model/InferResponse.java

@@ -2,6 +2,7 @@ package com.yfd.business.css.model;
 
 import java.util.List;
 import java.util.Map;
+import java.math.BigDecimal;
 
 public class InferResponse {
     private int code;
@@ -12,7 +13,7 @@ public class InferResponse {
         private List<InferItem> items;
         private Map<String, Object> meta;
         private Map<String, Object> features;
-        private Double keff;
+        private BigDecimal keff;
         
         // Getter和Setter方法
         public List<InferItem> getItems() { return items; }
@@ -21,22 +22,41 @@ public class InferResponse {
         public void setMeta(Map<String, Object> meta) { this.meta = meta; }
         public Map<String, Object> getFeatures() { return features; }
         public void setFeatures(Map<String, Object> features) { this.features = features; }
-        public Double getKeff() { return keff; }
+        public BigDecimal getKeff() { return keff; }
-        public void setKeff(Double keff) { this.keff = keff; }
+        public void setKeff(BigDecimal keff) { this.keff = keff; }
+
+        @Override
+        public String toString() {
+            return "InferData{" +
+                    "items=" + items +
+                    ", meta=" + meta +
+                    ", features=" + features +
+                    ", keff=" + keff +
+                    '}';
+        }
     }
     
     public static class InferItem {
         private Map<String, Object> meta;
         private Map<String, Object> features;
-        private Double keff;
+        private BigDecimal keff;
         
         // Getter和Setter方法
         public Map<String, Object> getMeta() { return meta; }
         public void setMeta(Map<String, Object> meta) { this.meta = meta; }
         public Map<String, Object> getFeatures() { return features; }
         public void setFeatures(Map<String, Object> features) { this.features = features; }
-        public Double getKeff() { return keff; }
+        public BigDecimal getKeff() { return keff; }
-        public void setKeff(Double keff) { this.keff = keff; }
+        public void setKeff(BigDecimal keff) { this.keff = keff; }
+
+        @Override
+        public String toString() {
+            return "InferItem{" +
+                    "meta=" + meta +
+                    ", features=" + features +
+                    ", keff=" + keff +
+                    '}';
+        }
     }
     
     // Getter和Setter方法
@@ -46,4 +66,13 @@ public class InferResponse {
     public void setMsg(String msg) { this.msg = msg; }
     public InferData getData() { return data; }
     public void setData(InferData data) { this.data = data; }
+
+    @Override
+    public String toString() {
+        return "InferResponse{" +
+                "code=" + code +
+                ", msg='" + msg + '\'' +
+                ", data=" + data +
+                '}';
+    }
 }

business-css/src/main/java/com/yfd/business/css/service/DeviceInferService.java

@@ -1,5 +1,6 @@
 package com.yfd.business.css.service;
 
+import com.fasterxml.jackson.databind.ObjectMapper;
 import com.yfd.business.css.domain.ScenarioResult;
 import com.yfd.business.css.model.DeviceStepInfo;
 import com.yfd.business.css.model.InferRequest;
@@ -7,6 +8,7 @@ import com.yfd.business.css.model.InferResponse;
 
 import jakarta.annotation.Resource;
 
+import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.http.HttpEntity;
 import org.springframework.http.HttpHeaders;
@@ -28,13 +30,16 @@ public class DeviceInferService {
     @Resource
     private ScenarioResultService scenarioResultService;
     
+    @Autowired
+    private ObjectMapper objectMapper;
+    
     public void processDeviceInference(String projectId, String scenarioId, 
                                       Map<String, List<DeviceStepInfo>> groupedDevices) {
         // 遍历每个设备类型，调用对应的模型进行推理
         for (Map.Entry<String, List<DeviceStepInfo>> entry : groupedDevices.entrySet()) {
             String deviceType = entry.getKey();
-            // 假设 scenarioService 已通过依赖注入等方式注入，若未注入请添加对应字段及注入方式
+            // algorithmType通过scenarioId获取
-            String algorithmType = "GPR";
+            String algorithmType = scenarioService.getAlgorithmType(scenarioId);
             if (algorithmType == null) {
                 throw new IllegalArgumentException("场景 " + scenarioId + " 未配置算法类型");
             }
@@ -53,23 +58,48 @@ public class DeviceInferService {
             }
             
             // 封装推理请求
-            InferRequest request = buildInferenceRequest(devices,modelPath);
+            InferRequest request = buildInferenceRequest(deviceType,devices,modelPath);
+            System.out.println("request="+request);
             
             // 调用Python推理服务
-            InferResponse response = infer(deviceType, request);
+            InferResponse response = infer(request);
+            System.out.println("推理服务返回结果: " + response);
             
             // 处理推理结果
             if (response != null && response.getCode() == 0) {
-                processInferenceResults(projectId, scenarioId, deviceType, devices, response);
+                // 重新构建InferResponse对象示例
+                // 1. 从response获取数据
+                int code = response.getCode();
+                String msg = response.getMsg();
+                InferResponse.InferData originalData = response.getData();
+                
+                // 2. 重新构建InferData
+                InferResponse.InferData newData = new InferResponse.InferData();
+                newData.setItems(originalData.getItems());
+                newData.setMeta(originalData.getMeta());
+                newData.setFeatures(originalData.getFeatures());
+                newData.setKeff(originalData.getKeff());
+                
+                // 3. 构建新的InferResponse
+                InferResponse reconstructedResponse = new InferResponse();
+                reconstructedResponse.setCode(code);
+                reconstructedResponse.setMsg(msg);
+                reconstructedResponse.setData(newData);
+                
+                System.out.println("重新构建的response: " + reconstructedResponse);
+                
+                // 使用重新构建的response处理结果
+                processInferenceResults(projectId, scenarioId, deviceType, devices, reconstructedResponse);
             } else {
                 throw new RuntimeException("推理服务调用失败: " + (response != null ? response.getMsg() : "未知错误"));
             }
         }
     }
     
-    private InferRequest buildInferenceRequest(List<DeviceStepInfo> devices,String modelPath) {
+    private InferRequest buildInferenceRequest(String deviceType,List<DeviceStepInfo> devices,String modelPath) {
         InferRequest request = new InferRequest();
         request.setModelDir(modelPath); // 设置模型路径
+        request.setDeviceType(deviceType);
         
         // 构建批量推理数据
         List<Map<String, Object>> batchData = new ArrayList<>();
@@ -110,9 +140,15 @@ public class DeviceInferService {
             result.setScenarioId(scenarioId);
             //result.put("deviceType", deviceType);
             result.setDeviceId((String) item.getMeta().get("deviceId"));
-            result.setKeffValue(null);
+            result.setKeffValue(item.getKeff());
             // 将 Map<String,Object> 转为 JSON 字符串后再设置
-            result.setAttrState("");
+            try {
+                Map<String, Object> features = item.getFeatures();
+                String featuresJson = objectMapper.writeValueAsString(features);
+                result.setAttrState(featuresJson);
+            } catch (Exception e) {
+                result.setAttrState("{}");
+            }
             //result.put("meta", item.getMeta());
             result.setStep((Integer) item.getMeta().get("time"));
             
@@ -125,8 +161,8 @@ public class DeviceInferService {
     }
     
     // 合并的Python推理调用方法
-    public InferResponse infer(String deviceType, InferRequest request) {
+    public InferResponse infer(InferRequest request) {
-        String url = pythonInferUrl + "/v1/infer/" + deviceType;
+        String url = pythonInferUrl + "/v1/infer" ;
         RestTemplate restTemplate = new RestTemplate();
         
         HttpHeaders headers = new HttpHeaders();

logs/business-css.log

@@ -279,3 +279,57 @@ Action:
 
 Consider defining a bean of type 'com.baomidou.mybatisplus.extension.plugins.MybatisPlusInterceptor' in your configuration.
 
+2026-01-05T17:30:52.702+08:00  INFO 27432 --- [business-css] [main] c.y.b.css.CriticalScenarioApplication    : Starting CriticalScenarioApplication using Java 17.0.17 with PID 27432 (E:\projectJava\JavaProjectRepo\business-css\target\classes started by Admin in E:\projectJava\JavaProjectRepo)
+2026-01-05T17:30:52.705+08:00  INFO 27432 --- [business-css] [main] c.y.b.css.CriticalScenarioApplication    : The following 2 profiles are active: "framework", "business"
+2026-01-05T17:30:54.802+08:00  INFO 27432 --- [business-css] [main] o.s.b.w.embedded.tomcat.TomcatWebServer  : Tomcat initialized with port 8090 (http)
+2026-01-05T17:30:54.815+08:00  INFO 27432 --- [business-css] [main] o.apache.catalina.core.StandardService   : Starting service [Tomcat]
+2026-01-05T17:30:54.816+08:00  INFO 27432 --- [business-css] [main] o.apache.catalina.core.StandardEngine    : Starting Servlet engine: [Apache Tomcat/10.1.24]
+2026-01-05T17:30:54.951+08:00  INFO 27432 --- [business-css] [main] o.a.c.c.C.[Tomcat].[localhost].[/]       : Initializing Spring embedded WebApplicationContext
+2026-01-05T17:30:54.952+08:00  INFO 27432 --- [business-css] [main] w.s.c.ServletWebServerApplicationContext : Root WebApplicationContext: initialization completed in 2206 ms
+2026-01-05T17:30:55.307+08:00  WARN 27432 --- [business-css] [main] ConfigServletWebServerApplicationContext : Exception encountered during context initialization - cancelling refresh attempt: org.springframework.beans.factory.BeanCreationException: Error creating bean with name 'mybatisConfig': Injection of resource dependencies failed
+2026-01-05T17:30:55.310+08:00  INFO 27432 --- [business-css] [main] o.apache.catalina.core.StandardService   : Stopping service [Tomcat]
+2026-01-05T17:30:55.353+08:00  INFO 27432 --- [business-css] [main] .s.b.a.l.ConditionEvaluationReportLogger : 
+
+Error starting ApplicationContext. To display the condition evaluation report re-run your application with 'debug' enabled.
+2026-01-05T17:30:55.377+08:00 ERROR 27432 --- [business-css] [main] o.s.b.d.LoggingFailureAnalysisReporter   : 
+
+***************************
+APPLICATION FAILED TO START
+***************************
+
+Description:
+
+A component required a bean of type 'com.baomidou.mybatisplus.extension.plugins.MybatisPlusInterceptor' that could not be found.
+
+
+Action:
+
+Consider defining a bean of type 'com.baomidou.mybatisplus.extension.plugins.MybatisPlusInterceptor' in your configuration.
+
+2026-01-05T17:31:24.083+08:00  INFO 24748 --- [business-css] [main] c.y.b.css.CriticalScenarioApplication    : Starting CriticalScenarioApplication using Java 17.0.17 with PID 24748 (E:\projectJava\JavaProjectRepo\business-css\target\classes started by Admin in E:\projectJava\JavaProjectRepo)
+2026-01-05T17:31:24.086+08:00  INFO 24748 --- [business-css] [main] c.y.b.css.CriticalScenarioApplication    : The following 2 profiles are active: "framework", "business"
+2026-01-05T17:31:25.999+08:00  INFO 24748 --- [business-css] [main] o.s.b.w.embedded.tomcat.TomcatWebServer  : Tomcat initialized with port 8090 (http)
+2026-01-05T17:31:26.013+08:00  INFO 24748 --- [business-css] [main] o.apache.catalina.core.StandardService   : Starting service [Tomcat]
+2026-01-05T17:31:26.013+08:00  INFO 24748 --- [business-css] [main] o.apache.catalina.core.StandardEngine    : Starting Servlet engine: [Apache Tomcat/10.1.24]
+2026-01-05T17:31:26.151+08:00  INFO 24748 --- [business-css] [main] o.a.c.c.C.[Tomcat].[localhost].[/]       : Initializing Spring embedded WebApplicationContext
+2026-01-05T17:31:26.152+08:00  INFO 24748 --- [business-css] [main] w.s.c.ServletWebServerApplicationContext : Root WebApplicationContext: initialization completed in 2022 ms
+2026-01-05T17:31:26.407+08:00  WARN 24748 --- [business-css] [main] ConfigServletWebServerApplicationContext : Exception encountered during context initialization - cancelling refresh attempt: org.springframework.beans.factory.BeanCreationException: Error creating bean with name 'mybatisConfig': Injection of resource dependencies failed
+2026-01-05T17:31:26.410+08:00  INFO 24748 --- [business-css] [main] o.apache.catalina.core.StandardService   : Stopping service [Tomcat]
+2026-01-05T17:31:26.452+08:00  INFO 24748 --- [business-css] [main] .s.b.a.l.ConditionEvaluationReportLogger : 
+
+Error starting ApplicationContext. To display the condition evaluation report re-run your application with 'debug' enabled.
+2026-01-05T17:31:26.480+08:00 ERROR 24748 --- [business-css] [main] o.s.b.d.LoggingFailureAnalysisReporter   : 
+
+***************************
+APPLICATION FAILED TO START
+***************************
+
+Description:
+
+A component required a bean of type 'com.baomidou.mybatisplus.extension.plugins.MybatisPlusInterceptor' that could not be found.
+
+
+Action:
+
+Consider defining a bean of type 'com.baomidou.mybatisplus.extension.plugins.MybatisPlusInterceptor' in your configuration.
+