/* * * (C) 2013-23 - ntop.org * * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation; either version 3 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software Foundation, * Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA. * */ #ifndef _RSI_COUNTER_H_ #define _RSI_COUNTER_H_ #include "ntop_includes.h" /* ******************************** */ /* Counter based on Relative Strenght Indicator algorithm */ class RSICounter : public BehaviouralCounter { private: struct ndpi_rsi_struct rsi; u_int8_t lower_pctg, upper_pctg; public: RSICounter(u_int16_t num_learning_observations = 10, u_int8_t lower_percentage = 25, u_int8_t upper_percentage = 75) : BehaviouralCounter() { if (ndpi_alloc_rsi(&rsi, num_learning_observations) != 0) throw "Error while creating RSI"; if ((lower_percentage > upper_percentage) || (upper_percentage > 100)) lower_percentage = 25, upper_percentage = 75; /* Using defaults */ lower_pctg = lower_percentage, upper_pctg = upper_percentage; } ~RSICounter() { ndpi_free_rsi(&rsi); } bool addObservation(u_int64_t value) { float res = ndpi_rsi_add_value(&rsi, last_value = value); if (res == -1) last_lower = last_upper = 0, is_anomaly = false; /* Too early */ else { is_anomaly = ((res < lower_pctg) || (res > upper_pctg)) ? true : false; last_lower = (u_int64_t)lower_pctg, last_upper = (u_int64_t)upper_pctg; if (is_anomaly) tot_num_anomalies++; } return (is_anomaly); } }; #endif /* _RSI_COUNTER_H_ */