eis/eqpalg/algs/roller3.h

#pragma once
/**
 * @file roller3.h
 * @brief 多变量，离群检测
 * @author your name (you@domain.com)
 * @version 0.1
 * @date 2026-01-12
 *
 * Copyright: Baosight Co. Ltd.
 * DO NOT COPY/USE WITHOUT PERMISSION
 *
 */
#include <array>
#include <eqpalg/algs/exp_base.h>
#include <eqpalg/define/public.h>
#include <map>
#include <utility>
namespace HoldState {

enum class AlarmState { None = 0, DownLower, UpHigher };
enum class AlarmType { Warn = 0, Error };
struct StateInfo {
  TimePoint last_start_time = std::chrono::system_clock::now();
  AlarmState last_alarm_tate =
      AlarmState::None;
  AlarmType alarm_type = AlarmType::Error;
};
}

using std::string;
class Roller3 : public ExpBase {
public:
  Roller3(const string &name, const mix_cc::json &rule_json,
          const string &ruleId, size_t exp_type);

  virtual ~Roller3();

public:
  int init() override;
  virtual AlarmInfo mon_proc() override;
  std::vector<AlarmInfo> exec_task(mix_cc::time_range_t time_range) override;

private:
  double limit_error_;
  double limit_warn_;
  double median_;
  vector<double> deviations_;
  vector<double> values_;
  vector<int> tag_seq_;
  string tags_exp_;
  int value_num_ = 0;
  vector<int>
      is_zero_list_;
  std::map<int, HoldState::StateInfo> state_info_map_;
private:
  int init_X_exp();
  void print_load_content();

  /**
   * @brief
   * @param  expr             My Param doc
   * @return vector<int>
   */
  vector<int> extractTagNumbers(const string &expr);

  /**
   * @brief 计算数组的中位数
   * @param  data             My Param doc
   * @return double
   */
  double calculateMedian(std::vector<double> data);

  /**
   * @brief 计算数组的max，返回max数据的下标和值
   */
  std::pair<int, double> findMaxWithIndex(const std::vector<double> &vec);

  /**
   * @brief Get the up down object
   * @param  value            My Param doc
   * @param  is_up            是否区间上限
   * @return double
   */
  double get_up_down(const double &value, bool is_up);

  /**
   * @brief 检测数据超阈值情况
   * @param  value           数据值
   * @return AlarmState  None = 0, DownLower, median_
   */
  HoldState::AlarmState detect_up_down(const double &value);
};