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  1. Home
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  3. Possible Bug version 2.2.0

Possible Bug version 2.2.0

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  • S Offline
    S Offline
    sindrome73
    wrote on last edited by
    #21

    Yes indeed I have already said this !! So true that to have the DEBUG of the signature I had to disable the DEBUG.

    But with this same script, and going to Mysensors 2.1 it works !!

    AnticimexA 1 Reply Last reply
    0
    • S sindrome73

      Here is the log with the Debug signed abbreviation.
      I specify that I had to disable // # define MY_DEBUG because the scketch is too big

      0_1522270397919_Log_arduino2.jpg

      AnticimexA Offline
      AnticimexA Offline
      Anticimex
      Contest Winner
      wrote on last edited by
      #22

      @sindrome73 you could try to completely disable debug on your node and observe the behavior of your gw or controller.

      Do you feel secure today? No? Start requiring some signatures and feel better tomorrow ;)

      1 Reply Last reply
      0
      • S Offline
        S Offline
        sindrome73
        wrote on last edited by
        #23

        Ok .... Tomorrow I'll do it ..... But it will be difficult to have the Gateway Log because with the signature enabled, the sketch is very large, and does not allow me to activate the Debug ....

        AnticimexA 1 Reply Last reply
        0
        • S sindrome73

          Yes indeed I have already said this !! So true that to have the DEBUG of the signature I had to disable the DEBUG.

          But with this same script, and going to Mysensors 2.1 it works !!

          AnticimexA Offline
          AnticimexA Offline
          Anticimex
          Contest Winner
          wrote on last edited by
          #24

          @sindrome73 well, 2.2.0 could be requiring more memory than 2.1. You can compare since the IDE reports exactly how much memory is used.

          Do you feel secure today? No? Start requiring some signatures and feel better tomorrow ;)

          1 Reply Last reply
          0
          • S Offline
            S Offline
            sindrome73
            wrote on last edited by
            #25

            But it is the same with both 2.2 and 2.1.
            With Arduino Pro Mini, enabling the signature debugging must be disabled because it exceeds counque the maximum available memory .......

            1 Reply Last reply
            0
            • S sindrome73

              Ok .... Tomorrow I'll do it ..... But it will be difficult to have the Gateway Log because with the signature enabled, the sketch is very large, and does not allow me to activate the Debug ....

              AnticimexA Offline
              AnticimexA Offline
              Anticimex
              Contest Winner
              wrote on last edited by
              #26

              @sindrome73 you could see in your controller if communication gets though. I could see in the node log that signing handshaking takes place. So I am sure your problem is memory use. You need to reduce the size of your sketch. Or get more powerful hardware to support the features you want to use.

              Do you feel secure today? No? Start requiring some signatures and feel better tomorrow ;)

              1 Reply Last reply
              0
              • S Offline
                S Offline
                sindrome73
                wrote on last edited by
                #27

                Ok tomorrow calmly I will make these changes and update you .... A Tomorrow, and thanks for now .....

                AnticimexA alexsh1A 2 Replies Last reply
                0
                • S sindrome73

                  Ok tomorrow calmly I will make these changes and update you .... A Tomorrow, and thanks for now .....

                  AnticimexA Offline
                  AnticimexA Offline
                  Anticimex
                  Contest Winner
                  wrote on last edited by
                  #28

                  @sindrome73 I'm off to bed as well. Good night and we will figure something out later on.

                  Do you feel secure today? No? Start requiring some signatures and feel better tomorrow ;)

                  1 Reply Last reply
                  0
                  • S sindrome73

                    Ok tomorrow calmly I will make these changes and update you .... A Tomorrow, and thanks for now .....

                    alexsh1A Offline
                    alexsh1A Offline
                    alexsh1
                    wrote on last edited by
                    #29

                    @sindrome73 You can try to load a default sketch from examples with signing to make sure everything is working fine.
                    If you are out of memory, strange things may happen.

                    1 Reply Last reply
                    0
                    • AnticimexA Offline
                      AnticimexA Offline
                      Anticimex
                      Contest Winner
                      wrote on last edited by
                      #30

                      https://www.mysensors.org/apidocs/group__memorysavings.html

                      Do you feel secure today? No? Start requiring some signatures and feel better tomorrow ;)

                      alexsh1A 1 Reply Last reply
                      0
                      • AnticimexA Anticimex

                        https://www.mysensors.org/apidocs/group__memorysavings.html

                        alexsh1A Offline
                        alexsh1A Offline
                        alexsh1
                        wrote on last edited by alexsh1
                        #31

                        @anticimex I must admit that in the world of ESP32 or SAMD I find atmega328p memory restriction more and more an issue. Its ok for 1 sensor and signing, but on some nodes I have 3-4 sensors and debugging and signing have to be disabled due to memory constrains.

                        BTW, some nodes do behave strangely even when you approach memory limit.

                        Having said that, I think we need to establish if @sindrome73 node is working fine - a default sketch plus signing would reveal it.

                        AnticimexA 1 Reply Last reply
                        0
                        • alexsh1A alexsh1

                          @anticimex I must admit that in the world of ESP32 or SAMD I find atmega328p memory restriction more and more an issue. Its ok for 1 sensor and signing, but on some nodes I have 3-4 sensors and debugging and signing have to be disabled due to memory constrains.

                          BTW, some nodes do behave strangely even when you approach memory limit.

                          Having said that, I think we need to establish if @sindrome73 node is working fine - a default sketch plus signing would reveal it.

                          AnticimexA Offline
                          AnticimexA Offline
                          Anticimex
                          Contest Winner
                          wrote on last edited by
                          #32

                          @alexsh1 sensors behave strange because stack space is consumed.
                          Regarding signing and 2.2.0, I know for a fact it works, and I have tested it on atmega328p. But sure, trying with the secure actuator sketch should help reveal if the problem lies with the GW.

                          Do you feel secure today? No? Start requiring some signatures and feel better tomorrow ;)

                          1 Reply Last reply
                          0
                          • S Offline
                            S Offline
                            sindrome73
                            wrote on last edited by
                            #33

                            Hello!! Sorry if I'm late.....
                            So I tried to do the checks as suggested .....

                            If I load the schetck with Mysensors Ver 2.1 the Arduino IDE gives me 28620 Bytes used 93% of the space

                            If I load the schetck with Mysensors Ver 2.2 the IDE of Arduino gives me 29310 Bytes used 95% of the space

                            So it could be a problem of space and therefore makes my Arduino Pro unstable .....
                            Tomorrow I'll try to load the same Scketch on An Arduino Uno that should have a little more space ..... I keep you updated on the developments

                            AnticimexA alexsh1A 2 Replies Last reply
                            0
                            • S sindrome73

                              Hello!! Sorry if I'm late.....
                              So I tried to do the checks as suggested .....

                              If I load the schetck with Mysensors Ver 2.1 the Arduino IDE gives me 28620 Bytes used 93% of the space

                              If I load the schetck with Mysensors Ver 2.2 the IDE of Arduino gives me 29310 Bytes used 95% of the space

                              So it could be a problem of space and therefore makes my Arduino Pro unstable .....
                              Tomorrow I'll try to load the same Scketch on An Arduino Uno that should have a little more space ..... I keep you updated on the developments

                              AnticimexA Offline
                              AnticimexA Offline
                              Anticimex
                              Contest Winner
                              wrote on last edited by
                              #34

                              @sindrome73 anything above 90% puts you well into the danger zone. Stack space is what is left after linker has placed the symbols. And the atmega328p has little ram so less than 10% of that ram is not much for the stack. I don't have the numbers of the library worst case stack usage but it depend heavily on what features you use and in the order they are used, and so on.

                              Do you feel secure today? No? Start requiring some signatures and feel better tomorrow ;)

                              1 Reply Last reply
                              0
                              • S sindrome73

                                Hello!! Sorry if I'm late.....
                                So I tried to do the checks as suggested .....

                                If I load the schetck with Mysensors Ver 2.1 the Arduino IDE gives me 28620 Bytes used 93% of the space

                                If I load the schetck with Mysensors Ver 2.2 the IDE of Arduino gives me 29310 Bytes used 95% of the space

                                So it could be a problem of space and therefore makes my Arduino Pro unstable .....
                                Tomorrow I'll try to load the same Scketch on An Arduino Uno that should have a little more space ..... I keep you updated on the developments

                                alexsh1A Offline
                                alexsh1A Offline
                                alexsh1
                                wrote on last edited by
                                #35

                                @sindrome73 Try to load any sketch from MySensors examples just to see if everything is working fine with v2.2.0. If you are running out of memory its a good practice to try the sketch on Mega or SAMD (more cpu+memory)

                                S 1 Reply Last reply
                                0
                                • alexsh1A alexsh1

                                  @sindrome73 Try to load any sketch from MySensors examples just to see if everything is working fine with v2.2.0. If you are running out of memory its a good practice to try the sketch on Mega or SAMD (more cpu+memory)

                                  S Offline
                                  S Offline
                                  sindrome73
                                  wrote on last edited by
                                  #36

                                  Other sketches work, already tried !! And this from problems with 2.2

                                  alexsh1A 1 Reply Last reply
                                  0
                                  • S sindrome73

                                    Other sketches work, already tried !! And this from problems with 2.2

                                    alexsh1A Offline
                                    alexsh1A Offline
                                    alexsh1
                                    wrote on last edited by
                                    #37

                                    @sindrome73 said in Possible Bug version 2.2.0:

                                    Other sketches work, already tried !! And this from problems with 2.2

                                    If other sketches work with v2.2.0, the problem is 100% in low memory.
                                    I had similar issue with my dust sensor - 98% memory was used. The node was unstable and froze on many occasions. I had to reduce the sketch.

                                    1 Reply Last reply
                                    0
                                    • M Offline
                                      M Offline
                                      mickecarlsson
                                      wrote on last edited by
                                      #38

                                      Test if this reduces your memory consumption.
                                      This is what I have added
                                      Disable the splash screen with:
                                      #define MY_SPLASH_SCREEN_DISABLED // This saves a couple of bytes
                                      Then for every serial.print I have embedded those with #ifdef MY_DEBUG/#endif
                                      There is no need to serial print when running in silent mode.
                                      I have also embedded the missing serial.print with the F("string") function.
                                      This saves memory by storing strings in flash instead of memory.
                                      I could not get the code to compile as I don't have the proper DHT library.

                                      // ---- - Stazione Meteo Francy Ver 1 - ----
                                      
                                      // Enable debug prints
                                      // #define MY_DEBUG
                                      #define MY_SPLASH_SCREEN_DISABLED  // This saves a couple of bytes
                                      // Enable and select radio type attached 
                                      #define MY_RADIO_NRF24
                                      
                                      #define MY_PARENT_NODE_ID 0
                                      #define MY_PARENT_NODE_IS_STATIC
                                      
                                      #define   MY_RF24_CHANNEL 84
                                      
                                      #define MY_SIGNING_SOFT
                                      #define MY_SIGNING_SOFT_RANDOMSEED_PIN 7
                                      #define MY_SIGNING_REQUEST_SIGNATURES
                                      
                                      // Definisco il Nodo
                                      #define MY_NODE_ID 66
                                      
                                      // Nomino i figli del Nodo
                                      #define CHILD_ID_TEMP 1
                                      #define CHILD_ID_aaaa 2
                                      #define CHILD_ID_HUMI 3
                                      #define CHILD_ID_bbbb 4
                                      #define CHILD_ID_BARO 5
                                      #define CHILD_ID_LIGHT 6
                                      
                                      #define LIGHT_SENSOR_ANALOG_PIN 0
                                      
                                      const float ALTITUDE = 335;
                                      //----------------------------- Pressione
                                      //float pressione = 1017;
                                      //int forecast = 4;
                                      const char *weather[] = { "stable", "sunny", "cloudy", "unstable", "thunderstorm", "unknown" };
                                      enum FORECAST
                                      {
                                          STABLE = 0,            // "Stable Weather Pattern"
                                          SUNNY = 1,            // "Slowly rising Good Weather", "Clear/Sunny "
                                          CLOUDY = 2,            // "Slowly falling L-Pressure ", "Cloudy/Rain "
                                          UNSTABLE = 3,        // "Quickly rising H-Press",     "Not Stable"
                                          THUNDERSTORM = 4,    // "Quickly falling L-Press",    "Thunderstorm"
                                          UNKNOWN = 5            // "Unknown (More Time needed)
                                      };
                                      //-----------------------------------------
                                      
                                      #include <SPI.h>
                                      #include <MySensors.h>  
                                      #include <DHT.h>
                                      #include <Wire.h>
                                      #include <Adafruit_BMP085.h>
                                      DHT dht;
                                      
                                      //-----------------------------
                                      Adafruit_BMP085 bmp = Adafruit_BMP085();      // Digital Pressure Sensor 
                                      
                                      float lastPressure = -1;
                                      float lastTemp = -1;
                                      int lastForecast = -1;
                                      
                                      const int LAST_SAMPLES_COUNT = 5;
                                      float lastPressureSamples[LAST_SAMPLES_COUNT];
                                      
                                      // this CONVERSION_FACTOR is used to convert from Pa to kPa in forecast algorithm
                                      // get kPa/h be dividing hPa by 10 
                                      #define CONVERSION_FACTOR (1.0/10.0)
                                      
                                      int minuteCount = 0;
                                      bool firstRound = true;
                                      // average value is used in forecast algorithm.
                                      float pressureAvg;
                                      // average after 2 hours is used as reference value for the next iteration.
                                      float pressureAvg2;
                                      
                                      float dP_dt;
                                      bool metric;
                                      //-----------------------------
                                      
                                      //Dichiarazioni per pause dei diversi blocchi
                                      unsigned long int time;
                                      unsigned long int lettura_Press;
                                      unsigned long int lettura_Temp;
                                      
                                      unsigned long int letturaluce_time;
                                      //------------------------------
                                      
                                      int lastLightLevel; //Dichiarazione Luminosita
                                      
                                      float temperatureDTH2;
                                      
                                      
                                      void presentation()  
                                       { 
                                        sendSketchInfo("Temp e Umidita", "3");
                                        present(CHILD_ID_TEMP, S_TEMP);
                                        present(CHILD_ID_aaaa, S_LIGHT);
                                        present(CHILD_ID_HUMI, S_HUM);
                                        present(CHILD_ID_bbbb, S_LIGHT);
                                        present(CHILD_ID_BARO, S_BARO);
                                        present(CHILD_ID_LIGHT, S_LIGHT_LEVEL);
                                        }
                                        
                                      
                                      MyMessage msgTemp(CHILD_ID_TEMP, V_TEMP);
                                      MyMessage msgaaaa(CHILD_ID_HUMI, V_LIGHT);
                                      MyMessage msgHumi(CHILD_ID_HUMI, V_HUM);
                                      MyMessage msgbbbb(CHILD_ID_HUMI, V_LIGHT);
                                      MyMessage msgPres(CHILD_ID_BARO, V_PRESSURE);
                                      MyMessage msgForecast(CHILD_ID_BARO, V_FORECAST);
                                      MyMessage msg4(CHILD_ID_LIGHT, V_LIGHT_LEVEL);
                                      
                                      
                                      void setup()
                                      {
                                        // Setto il Pin dove e collegato il sensore di Temperatura DHT22
                                        dht.setup(3);
                                      
                                      
                                      #ifdef MY_DEBUG
                                        //Settaggi del BMP180
                                            if (!bmp.begin()) 
                                          {
                                              Serial.println(F("Could not find a valid BMP085 sensor, check wiring!"));
                                              while (1) {}
                                          }
                                      #endif
                                      metric = getControllerConfig().isMetric;
                                        //Fine settaggi BMP180 
                                      
                                      //-- Setup Variabili MILLIS per sensore di Pressione
                                      time=millis();
                                      lettura_Press = millis();
                                      lettura_Temp = millis();
                                      letturaluce_time = millis();
                                        }
                                      
                                      
                                      void loop()
                                      {
                                      //Attivo Time MILLIS       
                                      time=millis();
                                        
                                      //----------- Inizio DHT22 ------------------------
                                      if(time>lettura_Temp+12000){
                                      delay(dht.getMinimumSamplingPeriod());
                                      
                                      #ifdef MY_DEBUG
                                      Serial.println(F("--- Temperatura ---  "));
                                      #endif
                                      float temperatureDTH;
                                      
                                      float humidity = dht.getHumidity();
                                      float temperatureDHT = dht.getTemperature();
                                      
                                      temperatureDTH2 = temperatureDTH;
                                      
                                       //Invio la lettura della Temperatura
                                        send(msgTemp.set(temperatureDHT, 1));
                                        //delay(6000); // Faccio una pausa ed invio altra lettura
                                       //Invio lettura Umidita
                                        send(msgHumi.set(humidity, 1));
                                        //delay(4000);
                                        
                                      lettura_Temp=millis();
                                      }
                                      
                                      //---------- Inizio Pressione ---------------------------
                                      if(time>lettura_Press+11000){
                                      #ifdef MY_DEBUG
                                      Serial.println(F("--- Tempo passato lego la Pressione---  "));
                                      #endif
                                      float temperatureDHT2;
                                      
                                      float pressure = bmp.readSealevelPressure(ALTITUDE) / 100.0;
                                      float temperature = temperatureDHT2;
                                      
                                      if (!metric) 
                                          {
                                              // Convert to fahrenheit
                                              temperature = temperature * 9.0 / 5.0 + 32.0;
                                          }
                                          
                                      int forecast = sample(pressure);
                                      #ifdef MY_DEBUG
                                          Serial.print(F("Pressione = "));
                                          Serial.print(pressure);
                                          Serial.println(F(" hPa"));
                                          Serial.print(F("Forecast = "));
                                          Serial.println(weather[forecast]);
                                      #endif
                                       if (pressure != lastPressure) 
                                          {
                                              send(msgPres.set(pressure, 0));
                                              lastPressure = pressure;
                                          }
                                      if (forecast != lastForecast)
                                          {
                                              send(msgForecast.set(weather[forecast]));
                                              lastForecast = forecast;
                                          }
                                        
                                      lettura_Press=millis();
                                      }
                                      
                                      //-------------- Inizio Luminosita --------------------------
                                      if(time>letturaluce_time+10000){
                                      #ifdef MY_DEBUG
                                      Serial.print(F("Tempo passato lego la Luce: "));
                                      #endif  
                                          int16_t lightLevel = (1023-analogRead(LIGHT_SENSOR_ANALOG_PIN))/10.23;
                                      #ifdef MY_DEBUG
                                          Serial.println(lightLevel);
                                      #endif
                                          //delay(1000); 
                                          
                                          if (lightLevel != lastLightLevel) {
                                             if(lightLevel > lastLightLevel + 7 || lightLevel < lastLightLevel - 7){
                                              send(msg4.set(lightLevel));
                                      #ifdef MY_DEBUG
                                              Serial.print(F("Invio nuova lettura LUX: "));
                                              Serial.println(lightLevel);
                                      #endif
                                              lastLightLevel = lightLevel;
                                             }
                                          }
                                      letturaluce_time=millis();    
                                      }    
                                          //Fine Luminosita
                                      
                                        
                                      //--------- Eventuale 4 Modulo -------------------------
                                      
                                      // Chiusura Loop
                                      }
                                      
                                      //------------ Aggiuntivo Previsione del Barometro ---------------------
                                      
                                      float getLastPressureSamplesAverage()
                                      {
                                          float lastPressureSamplesAverage = 0;
                                          for (int i = 0; i < LAST_SAMPLES_COUNT; i++)
                                          {
                                              lastPressureSamplesAverage += lastPressureSamples[i];
                                          }
                                          lastPressureSamplesAverage /= LAST_SAMPLES_COUNT;
                                      
                                          return lastPressureSamplesAverage;
                                      }
                                      
                                      
                                      // Algorithm found here
                                      // http://www.freescale.com/files/sensors/doc/app_note/AN3914.pdf
                                      // Pressure in hPa -->  forecast done by calculating kPa/h
                                      int sample(float pressure)
                                      {
                                        
                                          // Calculate the average of the last n minutes.
                                          int index = minuteCount % LAST_SAMPLES_COUNT;
                                          lastPressureSamples[index] = pressure;
                                      
                                          minuteCount++;
                                          if (minuteCount > 185)
                                          {
                                              minuteCount = 6;
                                          }
                                      
                                          if (minuteCount == 5)
                                          {
                                              pressureAvg = getLastPressureSamplesAverage();
                                          }
                                          else if (minuteCount == 35)
                                          {
                                              float lastPressureAvg = getLastPressureSamplesAverage();
                                              float change = (lastPressureAvg - pressureAvg) * CONVERSION_FACTOR;
                                              if (firstRound) // first time initial 3 hour
                                              {
                                                  dP_dt = change * 2; // note this is for t = 0.5hour
                                              }
                                              else
                                              {
                                                  dP_dt = change / 1.5; // divide by 1.5 as this is the difference in time from 0 value.
                                              }
                                          }
                                          else if (minuteCount == 65)
                                          {
                                              float lastPressureAvg = getLastPressureSamplesAverage();
                                              float change = (lastPressureAvg - pressureAvg) * CONVERSION_FACTOR;
                                              if (firstRound) //first time initial 3 hour
                                              {
                                                  dP_dt = change; //note this is for t = 1 hour
                                              }
                                              else
                                              {
                                                  dP_dt = change / 2; //divide by 2 as this is the difference in time from 0 value
                                              }
                                          }
                                          else if (minuteCount == 95)
                                          {
                                              float lastPressureAvg = getLastPressureSamplesAverage();
                                              float change = (lastPressureAvg - pressureAvg) * CONVERSION_FACTOR;
                                              if (firstRound) // first time initial 3 hour
                                              {
                                                  dP_dt = change / 1.5; // note this is for t = 1.5 hour
                                              }
                                              else
                                              {
                                                  dP_dt = change / 2.5; // divide by 2.5 as this is the difference in time from 0 value
                                              }
                                          }
                                          else if (minuteCount == 125)
                                          {
                                              float lastPressureAvg = getLastPressureSamplesAverage();
                                              pressureAvg2 = lastPressureAvg; // store for later use.
                                              float change = (lastPressureAvg - pressureAvg) * CONVERSION_FACTOR;
                                              if (firstRound) // first time initial 3 hour
                                              {
                                                  dP_dt = change / 2; // note this is for t = 2 hour
                                              }
                                              else
                                              {
                                                  dP_dt = change / 3; // divide by 3 as this is the difference in time from 0 value
                                              }
                                          }
                                          else if (minuteCount == 155)
                                          {
                                              float lastPressureAvg = getLastPressureSamplesAverage();
                                              float change = (lastPressureAvg - pressureAvg) * CONVERSION_FACTOR;
                                              if (firstRound) // first time initial 3 hour
                                              {
                                                  dP_dt = change / 2.5; // note this is for t = 2.5 hour
                                              }
                                              else
                                              {
                                                  dP_dt = change / 3.5; // divide by 3.5 as this is the difference in time from 0 value
                                              }
                                          }
                                          else if (minuteCount == 185)
                                          {
                                              float lastPressureAvg = getLastPressureSamplesAverage();
                                              float change = (lastPressureAvg - pressureAvg) * CONVERSION_FACTOR;
                                              if (firstRound) // first time initial 3 hour
                                              {
                                                  dP_dt = change / 3; // note this is for t = 3 hour
                                              }
                                              else
                                              {
                                                  dP_dt = change / 4; // divide by 4 as this is the difference in time from 0 value
                                              }
                                              pressureAvg = pressureAvg2; // Equating the pressure at 0 to the pressure at 2 hour after 3 hours have past.
                                              firstRound = false; // flag to let you know that this is on the past 3 hour mark. Initialized to 0 outside main loop.
                                          }
                                      
                                          int forecast = UNKNOWN;
                                          if (minuteCount < 35 && firstRound) //if time is less than 35 min on the first 3 hour interval.
                                          {
                                              forecast = UNKNOWN;
                                          }
                                          else if (dP_dt < (-0.25))
                                          {
                                              forecast = THUNDERSTORM;
                                          }
                                          else if (dP_dt > 0.25)
                                          {
                                              forecast = UNSTABLE;
                                          }
                                          else if ((dP_dt > (-0.25)) && (dP_dt < (-0.05)))
                                          {
                                              forecast = CLOUDY;
                                          }
                                          else if ((dP_dt > 0.05) && (dP_dt < 0.25))
                                          {
                                              forecast = SUNNY;
                                          }
                                          else if ((dP_dt >(-0.05)) && (dP_dt < 0.05))
                                          {
                                              forecast = STABLE;
                                          }
                                          else
                                          {
                                              forecast = UNKNOWN;
                                          }
                                      
                                          // uncomment when debugging
                                      #ifdef MY_DEBUG
                                          Serial.print(F("Forecast at minute "));
                                          Serial.print(minuteCount);
                                          Serial.print(F(" dP/dt = "));
                                          Serial.print(dP_dt);
                                          Serial.print(F("kPa/h --> "));
                                          Serial.println(weather[forecast]);
                                      #endif
                                          return forecast;
                                      }```
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