TAMakerDBSCANAlgorithm.hpp

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#ifndef TRIGGERALGS_DBSCAN_TRIGGERACTIVITYMAKERDBSCAN_HPP_
#define TRIGGERALGS_DBSCAN_TRIGGERACTIVITYMAKERDBSCAN_HPP_
 
#include "triggeralgs/TriggerActivityFactory.hpp"
#include "triggeralgs/dbscan/dbscan.hpp"
 
#include <memory>
#include <vector>
 
namespace triggeralgs {
class TAMakerDBSCANAlgorithm : public TriggerActivityMaker
{
 
public:
  void process(const TriggerPrimitive& input_tp, std::vector<TriggerActivity>& output_ta);
  
  void configure(const nlohmann::json &config);
  
private:  
  int m_eps{10};
  int m_min_pts{3}; // Minimum number of points to form a cluster
  timestamp_t m_first_timestamp{0};
  timestamp_t m_prev_timestamp{0};
  std::vector<dbscan::Cluster> m_dbscan_clusters;
  std::unique_ptr<dbscan::IncrementalDBSCAN> m_dbscan;
};
} // namespace triggeralgs
 
#endif // TRIGGERALGS_PRESCALE_TRIGGERACTIVITYMAKERPRESCALE_HPP_