为数据库操作添加打印

	修改：     RadomForestSAC/RamdomForestCalculate.cpp
	修改：     RadomForestSAC/SignalFeatures.h
	修改：     package/E3/SigerCalculation

SigerCalculation/RadomForestSAC/RamdomForestCalculate.cpp

@@ -43,33 +43,6 @@ void delete_excess_rf_models()
         SPDLOG_LOGGER_DEBUG(spdlog::get("logger"),"[delete_rf_models] to_delete={} done={}", to_delete, done);
 }
 
-bool checkSqliteDb(const QString& dbPath)
-{
-    QFile file(dbPath);
-    if (!file.open(QIODevice::ReadOnly)) {
-        SPDLOG_LOGGER_DEBUG(spdlog::get("logger"),"[isSqliteDb] open database failed");
-        return false;
-    }
-
-    QByteArray header = file.read(16);
-    file.close();
-
-    if (header.size() < 16) {
-        SPDLOG_LOGGER_DEBUG(spdlog::get("logger"),"[isSqliteDb] read_bytes lt 16: {}", header.size());
-        QFile::remove(dbPath);
-        return false;
-    }
-
-    static const QByteArray sqliteMagic("SQLite format 3");
-    if (!header.startsWith(sqliteMagic)){
-        SPDLOG_LOGGER_DEBUG(spdlog::get("logger"),"[isSqliteDb] read sqlite magic error");
-        QFile::remove(dbPath);
-        return false;
-    }
-
-    return true;
-}
-
 int pickPriorityValue(double xpred, double ypred, double zpred)
 {
     // 四舍五入
@@ -90,20 +63,25 @@ void CreatTable()
     QString dbPath = QString("/home/pi/SigerTMS/stream/SAC/%1.db")
                          .arg("RamdomForestFeatureValue");
 
-    delete_excess_rf_models();
-    checkSqliteDb(dbPath);
-
     // 判断数据库文件是否存在
     QFileInfo fi(dbPath);
-    if (!fi.exists()) {
-        qDebug() << "Database not exists. Creating...";
+    if (fi.exists()){
+        if (fi.size() > 0)
+            return;
+
+        int ret = unlink(dbPath.toStdString().c_str());
+        SPDLOG_LOGGER_DEBUG(spdlog::get("logger"),"delete {} for zero-size: {}", dbPath.toStdString(), ret);
+    }
+
+    SPDLOG_LOGGER_DEBUG(spdlog::get("logger"), "Database not exists. Creating...");
 
     // ---- 短连接：打开 -> 执行建表语句 -> 关闭 ----
     QSqlDatabase db = QSqlDatabase::addDatabase("QSQLITE", "InitConnection");
     db.setDatabaseName(dbPath);
 
     if (!db.open()) {
-            qDebug() << "Create DB failed:" << db.lastError().text();
+        QString error = db.lastError().text();
+        SPDLOG_LOGGER_ERROR(spdlog::get("logger"), "Create DB failed: {}", error.toUtf8().constData());
         return;
     }
 
@@ -122,14 +100,14 @@ void CreatTable()
 
     QSqlQuery query(db);
     if (!query.exec(createTable)) {
-            qDebug() << "Create table error:" << query.lastError().text();
+        QString error = db.lastError().text();
+        SPDLOG_LOGGER_ERROR(spdlog::get("logger"), "Create table error: {}", error.toUtf8().constData());
     }
 
     db.close();
     QSqlDatabase::removeDatabase("InitConnection");
 
-        qDebug() << "Database and table created.";
-    }
+    SPDLOG_LOGGER_ERROR(spdlog::get("logger"), "Database and table created.");
 }
 
 bool execShortConn(QString sql, const QString &dbFile)
@@ -160,7 +138,8 @@ bool execShortConn(QString sql, const QString &dbFile)
         QSqlQuery query(db);
         ok = query.exec(sql);
         if (!ok) {
-            qWarning() << "SQL ERROR:" << query.lastError();
+            QString error = query.lastError().text();
+            SPDLOG_LOGGER_ERROR(spdlog::get("logger"), "SQL ERROR: {}", error.toUtf8().constData());
         }
 
         db.close();
@@ -188,6 +167,7 @@ RamdomForestCalculate::RamdomForestCalculate(QObject *parent)
     CreatTable();
 
     //3.训练初始模型
+    delete_excess_rf_models();
     Retrain();
 
     //GLS Test
@@ -256,91 +236,8 @@ void RamdomForestCalculate::SendStreamAlarminfo(const StreamInfo &alarmInfo)
 
     tcp_client.sendData(QString(QJsonDocument(json).toJson(QJsonDocument::Compact)).toStdString().c_str());
     SPDLOG_LOGGER_DEBUG(spdlog::get("logger"),"发送流式报警信息成功");
-
-    // 创建短连接 TcpClient
-//    TcpClient* client = new TcpClient();
-
-//    // 构造消息
-//    QJsonObject message;
-//    message["source"] = STREAM_MESSAGE;
-//    message["typealarm"] = QString::number(alarmInfo.alarmtype);
-//    message["target"] = alarmInfo.target;
-//    message["startIds"] = alarmInfo.startIds;
-//    message["endIds"] = alarmInfo.endIds;
-
-//    // 连接成功后发送消息
-//    QObject::connect(client, &TcpClient::connected, [client, message]() {
-//        qDebug() << "=== 连接成功，开始发送报警消息 ===";
-
-//        client->sendMessage(message);
-
-//        // 延迟关闭，确保消息发送完成
-//        QTimer::singleShot(200, client, [client]() {
-//            //client->disconnectFromServer();
-//            client->deleteLater();
-//        });
-
-//        SPDLOG_LOGGER_DEBUG(spdlog::get("logger"),
-//                            "发送流式报警信息成功");
-//    });
-
-//    // 连接错误也自动释放
-//    QObject::connect(client, &TcpClient::errorOccurred, [client](const QString &err) {
-//        qWarning() << "TcpClient错误:" << err;
-//        client->deleteLater();
-//    });
-
-//    // 发起连接
-//    client->connectToServer("127.0.0.1", STREAM_PORT);
 }
 
-
-//void RamdomForestCalculate::SendStreamAlarminfo(const StreamInfo &alarmInfo)
-//{
-//    TcpClient* client = new TcpClient();
-
-//    // 统一的清理函数
-//    auto cleanup = [client]() {
-//        static bool cleaned = false;  // 静态变量确保只清理一次收到 TMS 信号
-//        if (!cleaned) {
-//            cleaned = true;
-//            //qDebug() << "清理客户端资源";
-//            client->disconnectFromServer();
-//            QTimer::singleShot(0, client, &QObject::deleteLater);  // 延迟删除确保安全
-//        }
-//    };
-
-//    // 连接所有信号到统一的清理函数
-//    QObject::connect(client, &TcpClient::connected, [client, alarmInfo, cleanup]() {
-//        qDebug() << "=== 连接成功，开始发送报警消息 ===";
-
-//        QJsonObject message;
-//        message["source"] = STREAM_MESSAGE;
-//        message["typealarm"] = QString::number(alarmInfo.alarmtype);
-//        message["target"] = alarmInfo.target;
-//        message["startIds"] = alarmInfo.startIds;
-//        message["endIds"] = alarmInfo.endIds;
-//        //message["power"] = alarmInfo.endIds;
-
-//        client->sendMessage(message);
-//        SPDLOG_LOGGER_DEBUG(spdlog::get("logger"),"发送给流式告警信息成功");
-
-//        // 发送完成后立即开始清理
-//        cleanup();
-//    });
-
-//    QObject::connect(client, &TcpClient::disconnected, cleanup);
-//    QObject::connect(client, &TcpClient::messageReceived, cleanup);
-//    QObject::connect(client, &TcpClient::errorOccurred, cleanup);
-
-//    // 设置连接超时（5秒）
-//    QTimer::singleShot(5000, client, cleanup);
-
-//    // 连接到服务器
-//    qDebug() << "正在连接到服务器...";
-//    client->connectToServer("127.0.0.1", STREAM_PORT);
-//}
-
 int RamdomForestCalculate::Save_SACDATA(const Dc_SacData &sacdata)
 {
     std::array<std::vector<float>, 3> raw;
@@ -350,7 +247,7 @@ int RamdomForestCalculate::Save_SACDATA(const Dc_SacData &sacdata)
     //step1: 读取二进制原始文件
     VibrationDataReader reader;
     if (reader.readFileRaw(FilePath)) {
-        reader.printDataInfo();
+        //reader.printDataInfo();
     }
 
     FeatureExtractor extractor;
@@ -412,7 +309,7 @@ int RamdomForestCalculate::Save_SACDATA(const Dc_SacData &sacdata)
     bool ok = execShortConn(sql, dbPath);
 
     if (!ok) {
-        qWarning() << "Insert failed!";
+        SPDLOG_LOGGER_ERROR(spdlog::get("logger"), "Insert failed!");
     }
 
     //dbFunc->addDataToQueue(data);
@@ -489,8 +386,6 @@ bool RamdomForestCalculate::queryRecordsByLabel(const QString &dbFileName,
                 } else {
                     // 随机替换
                     int replace_index = std::rand() % max_normal_per_target;
-                    if (replace_index < 0)
-                        replace_index = -replace_index;
                     target_pair.second[replace_index] = record;
                 }
             }

SigerCalculation/RadomForestSAC/SignalFeatures.h

@@ -73,12 +73,17 @@ struct SignalFeatures
 
     bool isValid()
     {
+        bool  isAllZero = true;
         for (int i = 0; i < 10; ++i)
         {
             if (!std::isfinite(data[i]) || std::abs(data[i]) > 1e10f)
                 return false;
+
+            if (std::abs(data[i]) > 1e-10f)
+                isAllZero = false;
         }
-        return true;
+
+        return (!isAllZero);
     }
 };