eis/eqpalg/algs/roller3.cpp

#include "mix_cc/ihyper_db.h"
#include <algorithm>
#include <base/BitTool.h>
#include <eqpalg/algs/roller3.h>
#include <eqpalg/exp_macro/get_macro_replaced_exp.h>
#include <eqpalg/feature_extraction/daa.h>
#include <eqpalg/utility/build_alarm_info.h>
#include <limits>
#include <string>
#include <utility>
#include <vector>
int Roller3::init() {
  int res = 0;
  try {
    res += AlgBase::init();
    this->con_monitor_.setThreshold(100);

    logger_->Debug() << "离群群方式[-2:%;-3:实际值]:" << exp_type_ << std::endl;
    logger_->Debug() << "res:" << res << std::endl;
    if (res != 0) {
      this->exp_is_wrong_ = true;
      return -1;
    }
    if (rule_json_.at("output").contains("error")) {
      try {
        error_str_ =
            rule_json_.at("output").at("error").at("value").get<std::string>();
      } catch (const std::exception &e) {
        logger_->Error() << "output,error出错：" << e.what()
                         << ",location:" << BOOST_CURRENT_LOCATION << endl;
        error_message_str_ += "报警内容格式异常！";
        return -1;
      }
    }

    res += this->reload_config_data_source(); /*3.数据源*/

    res += this->first_fill_mm_vars(); /*4.数据项*/

    res += init_X_exp();
    rule_stat_.unit = unit_;
    print_load_content();

    for (auto tagid : tag_seq_) {
      state_info_map_[tagid] = HoldState::StateInfo();
    }

  } catch (const std::exception &e) {
    std::throw_with_nested(
        mix_cc::Exception(-1, "load error", BOOST_CURRENT_LOCATION));
  }
  if (res == 0) {
    this->exp_is_wrong_ = false;
  }
  return res;
}

Roller3::Roller3(const string &name, const mix_cc::json &rule_json,
                 const string &ruleId, size_t exp_type)
    : ExpBase(name, rule_json, ruleId, exp_type) {
  logger_.reset(
      new LOG("Roller3_" + std::to_string(exp_type) + ":" + rule_name_,
              AUTO_CATCH_PID));
}

Roller3::~Roller3() {


}

AlarmInfo Roller3::mon_proc() {

  if ((bool)exp_act_->evaluate() == false) {
    logger_->Debug() << "前提条件不满足！" << std::endl;
    return AlarmInfo{};
  }

  /*最新数据*/
  for (int i = 0; i < value_num_; i++) {
    values_[i] = std::fabs(mm_vars["tag" + std::to_string(tag_seq_[i])]);
    if (values_[i] == 0) {
      is_zero_list_[i] = 1;
    } else {
      is_zero_list_[i] = 0;
    }
  }
  /*中位数*/
  median_ = calculateMedian(values_);
  /*允许偏差*/
  double deviationMax = std::fabs(median_ * limit_error_ * 0.01);
  double deviationWarn = std::fabs(median_ * limit_warn_ * 0.01);
  if (exp_type_ == ExpType::OuterAct) {
    deviationMax = limit_error_;
    deviationWarn = limit_warn_;
  }
  /*数据偏差*/
  for (int j = 0; j < value_num_; j++) {
    deviations_[j] = std::fabs(values_[j] - median_);
    if (is_zero_list_[j] == 1) {
      deviations_[j] = 0;
    }
  }
  /*找最大偏差*/
  auto maxIndexValue = findMaxWithIndex(deviations_);

  limit_down_ = median_ - deviationWarn;
  limit_up_ = median_ + deviationWarn;
  rule_stat_.limit_down = get_up_down(limit_down_, 0);
  rule_stat_.limit_up = get_up_down(limit_up_, 1);


  rule_stat_.current_value =
      std::fabs(mm_vars["tag" + std::to_string(maxIndexValue.first + 1)]);

  /*无持续时间要求*/
  if (hold_time_ <= this->delay_time_) {
    /*报警检查*/
    if (ExpBase::detect_up_down(rule_stat_.current_value)) {
      std::string msg = "";
      msg = error_str_ + "," +
            SingletonTemplate<Item2Chines>::GetInstance()(
                m_tags[maxIndexValue.first]) +
            ":" +
            DAA::double2str(
                std::fabs(
                    mm_vars["tag" + std::to_string(maxIndexValue.first + 1)]),
                3) +
            unit_ + ",合理区间:[" +
            DAA::double2strLimit(rule_stat_.limit_down, 3) + "," +
            DAA::double2strLimit(rule_stat_.limit_up, 3) + "]" + unit_;
      auto alarm_time = get_alarm_time();
      print_exp_vars();
      logger_->Debug() << " median_:" << median_ << ",maxIndexValue:["
                       << maxIndexValue.first << "," << maxIndexValue.second
                       << "]," << msg << endl;
      if (maxIndexValue.second > deviationMax) {
        return utility::build_alarm_info("ERROR", rule_id_, rule_name_, "EXP16",
                                         msg, alarm_time);
      }
      return utility::build_alarm_info("WARN", rule_id_, rule_name_, "EXP16",
                                       msg, alarm_time);
    }
  } else {
    std::string msg = "";
    msg = error_str_;
    HoldState::AlarmType alarm_type = HoldState::AlarmType::Warn;
    /*持续时间检测*/
    for (int i = 0; i < value_num_; i++) {
      int tagid = tag_seq_[i];
      double n_value = values_[i];
      HoldState::AlarmState up_down = Roller3::detect_up_down(n_value);
      HoldState::StateInfo &n_state_info = state_info_map_[tagid];
      std::string tag_name;
      int idx = tag_seq_[i] - 1;
      if (idx >= 0 && idx < m_tags.size()) {
        tag_name = SingletonTemplate<Item2Chines>::GetInstance()(m_tags[idx]);
      }
      HoldState::AlarmType n_alarm_type = deviations_[i] > deviationMax
                                              ? HoldState::AlarmType::Error
                                              : HoldState::AlarmType::Warn;
      if (is_zero_list_[i] != 1 && up_down != HoldState::AlarmState::None) {
        if (up_down == n_state_info.last_alarm_tate) {
          n_state_info.alarm_type = n_alarm_type == HoldState::AlarmType::Warn
                                        ? n_alarm_type
                                        : n_state_info.alarm_type;
          if ((now_time_ - n_state_info.last_start_time) > hold_time_) {
            /*报警*/
            msg = msg + "," + tag_name + ":" +
                  DAA::double2str(std::fabs(n_value), 3) + unit_;
            alarm_type = n_state_info.alarm_type;
            n_state_info.last_start_time = now_time_;
            n_state_info.alarm_type = HoldState::AlarmType::Error;
          }
        } else {
          n_state_info.last_start_time = now_time_;
        }
      }
      n_state_info.last_alarm_tate = up_down;
    }
    if (!msg.empty()) {
      auto alarm_time = get_alarm_time();
      print_exp_vars();
      logger_->Debug() << " median_:" << median_ << ",maxIndexValue:["
                       << maxIndexValue.first << "," << maxIndexValue.second
                       << "]," << msg << endl;
      if (alarm_type == HoldState::AlarmType::Error) {
        return utility::build_alarm_info("ERROR", rule_id_, rule_name_, "EXP16",
                                         msg, alarm_time);
      }
      return utility::build_alarm_info("WARN", rule_id_, rule_name_, "EXP16",
                                       msg, alarm_time);
    }
  }

  return AlarmInfo{};
}
std::vector<AlarmInfo> Roller3::exec_task(mix_cc::time_range_t time_range) {
  std::vector<AlarmInfo> result;
  for (auto now_time = time_range.get_left();
       now_time <= time_range.get_right(); now_time += delay_time_) {
    this->now_time_ = now_time;
    auto rr1 = this->exec_mon();
    result.push_back(rr1);
  }

  return result;
}

void Roller3::print_load_content() {
  logger_->Debug() << "limit_error_:" << limit_error_
                   << ",exp_str_:" << exp_str_ << ",tags_exp_:" << tags_exp_
                   << std::endl;
  logger_->Debug() << "limit_error_:" << limit_error_
                   << ",limit_warn_:" << limit_warn_ << ",单位unit_：" << unit_
                   << ",detect_mode_:" << detect_mode_
                   << ",hold_time:" << hold_time_.count() << "ms" << std::endl;
}

int Roller3::init_X_exp() {
  int res = 0;

  if (rule_json_.at("function").contains("pre_exp")) {
    string tmp_exp =
        rule_json_.at("function").at("pre_exp").at("value").get<std::string>();

    exp_str_ = get_macro_replaced_exp(tmp_exp);
    res += init_hold_exp_str(exp_str_);

    auto fun_res = fun_vars_.add_exp_str(exp_str_, &mm_vars);
    res += fun_res.first ? 0 : -1;
    exp_str_ = fun_res.second;
    feedback_mode_ = false;
    auto messy_code = exp_messy_code_check(exp_str_);
    if (messy_code == -1) {
      this->error_code_list_.push_back(
          {ErrorType::EnCodeError, ErrorLocation::ActExp});
      res += messy_code;
    }
  }

  if (rule_json_.at("function").contains("input")) {
    tags_exp_ =
        rule_json_.at("function").at("input").at("value").get<std::string>();
    auto tag_seq = extractTagNumbers(tags_exp_);
    if (tag_seq.empty()) {
      return -1;
    }
    std::sort(tag_seq.begin(), tag_seq.end());
    tag_seq_ = tag_seq;
    if (rule_json_.at("function")
            .at("input")
            .at("param")
            .contains("limit_error")) {

      limit_error_ = std::stod(rule_json_.at("function")
                                   .at("input")
                                   .at("param")
                                   .at("limit_error")
                                   .at("value")
                                   .get<std::string>());
    }
    if (rule_json_.at("function")
            .at("input")
            .at("param")
            .contains("limit_warn")) {
      limit_warn_ = std::stod(rule_json_.at("function")
                                  .at("input")
                                  .at("param")
                                  .at("limit_warn")
                                  .at("value")
                                  .get<std::string>());
    }

    if (rule_json_.at("function").at("input").at("param").contains("unit")) {
      unit_ = rule_json_.at("function")
                  .at("input")
                  .at("param")
                  .at("unit")
                  .at("value")
                  .get<std::string>();
    }
    if (rule_json_.at("function")
            .at("input")
            .at("param")
            .contains("detect_mode")) {
      detect_mode_ = std::stoi(rule_json_.at("function")
                                   .at("input")
                                   .at("param")
                                   .at("detect_mode")
                                   .at("value")
                                   .get<std::string>());
    }
    if (rule_json_.at("function")
            .at("input")
            .at("param")
            .contains("hold_time")) {

      hold_time_ = milliseconds(std::stoi(rule_json_.at("function")
                                              .at("input")
                                              .at("param")
                                              .at("hold_time")
                                              .at("value")
                                              .get<std::string>()));
    }
  }
  value_num_ = tag_seq_.size();
  if (exp_act_ == nullptr && exp_str_ != "") {
    try {
      exp_act_ =
          std::make_unique<mix_cc::matheval::Expression>(exp_str_, &mm_vars);
      logger_->Debug() << "exp_act:" << exp_str_ << "=" << exp_act_->evaluate()
                       << endl;
    } catch (const std::exception &e) {
      logger_->Error() << "exp_act:" << exp_str_ << "计算出错：" << e.what()
                       << ",location:" << BOOST_CURRENT_LOCATION << endl;
      this->error_code_list_.push_back(
          {ErrorType::CalError, ErrorLocation::ActExp});
      return -1;
    }
  }
  if (exp_result_ == nullptr && tags_exp_ != "") {
    try {
      exp_result_ =
          std::make_unique<mix_cc::matheval::Expression>(tags_exp_, &mm_vars);
      logger_->Debug() << "tags_exp_:" << tags_exp_ << "="
                       << exp_result_->evaluate() << endl;
    } catch (const std::exception &e) {
      logger_->Error() << "tags_exp_:" << tags_exp_ << "计算出错：" << e.what()
                       << ",location:" << BOOST_CURRENT_LOCATION << endl;
      this->error_code_list_.push_back(
          {ErrorType::CalError, ErrorLocation::ActExp});
      return -1;
    }
  }

  deviations_.resize(value_num_, 0);
  values_.resize(value_num_, 0);
  is_zero_list_.resize(value_num_, 0);
  return res;
}

vector<int> Roller3::extractTagNumbers(const string &expr) {
  vector<int> result;
  const string tagPrefix = "tag"; // 定义要查找的前缀
  size_t pos = 0;                 // 当前查找位置

  while (pos < expr.size()) {
    // 查找下一个 "tag" 的出现位置
    size_t found = expr.find(tagPrefix, pos);
    if (found == string::npos) {
      break; // 没有更多 "tag"，退出循环
    }

    // 计算数字部分的起始位置（在 "tag" 之后）
    size_t numStart = found + tagPrefix.size();
    size_t numEnd = numStart;

    // 提取连续的数字字符序列（直到遇到非数字字符，如 '+' 或字符串结尾）
    while (numEnd < expr.size() && isdigit(expr[numEnd])) {
      numEnd++;
    }

    // 如果存在数字序列，则转换为整数并添加到结果中
    if (numEnd > numStart) {
      string numStr = expr.substr(numStart, numEnd - numStart);
      try {
        int num = stoi(numStr);
        result.push_back(num);
      } catch (const invalid_argument &e) {
        // 处理无效数字字符串（例如非数字内容），根据需求可忽略或记录错误
        // 这里选择跳过无效转换，继续处理后续部分
      } catch (const out_of_range &e) {
        // 处理数字超出 int 范围的情况，同样跳过
      }
    }

    // 更新查找位置到当前数字序列的末尾，继续搜索
    pos = numEnd;
  }

  return result;
}

double Roller3::calculateMedian(
    std::vector<double> data) { // 传值以创建副本，不改变原向量
  if (data.empty())
    return 0.0;
  size_t size = data.size();
  std::sort(data.begin(), data.end());

  if (size % 2 == 0) {
    // 偶数个元素，取中间两个数的平均值
    return (data[size / 2 - 1] + data[size / 2]) / 2.0;
  } else {
    // 奇数个元素，取中间的数
    return data[size / 2];
  }
}

// 函数返回一个pair，first是下标，second是最大值
std::pair<int, double>
Roller3::findMaxWithIndex(const std::vector<double> &vec) {
  // 检查vector是否为空
  if (vec.empty()) {
    return std::make_pair(-1, 0.0); // 返回无效值
  }

// 使用max_element找到最大元素的迭代器
  auto max_iter = std::max_element(vec.begin(), vec.end());

  int index = std::distance(vec.begin(), max_iter);

  // 获取最大值
  double max_value = *max_iter;

  return std::make_pair(index, max_value);
}

double Roller3::get_up_down(const double &value, bool is_up) {
  switch (this->detect_mode_) {
  case DetectMode::Default:
    return value;
    break;
  case DetectMode::OnlyLeft:
    return is_up ? 32767 : value;
    break;
  case DetectMode::OnlyRight:
    return is_up ? value : -32768;
    break;
  default:
    return value;
    break;
  }
  return value;
}

HoldState::AlarmState Roller3::detect_up_down(const double &value) {
  switch (this->detect_mode_) {
  case DetectMode::Default: {
    if (value < this->limit_down_) {
      return HoldState::AlarmState::DownLower;
    } else if (value > limit_up_) {
      return HoldState::AlarmState::UpHigher;
    } else {
      return HoldState::AlarmState::None;
    }
  } break;
  case DetectMode::OnlyLeft:
    return value < limit_down_ ? HoldState::AlarmState::DownLower
                               : HoldState::AlarmState::None;
    break;
  case DetectMode::OnlyRight:
    return value > limit_up_ ? HoldState::AlarmState::UpHigher
                             : HoldState::AlarmState::None;
    break;
  default:
    return HoldState::AlarmState::None;
    break;
  }
  return HoldState::AlarmState::None;
}