From cdc69527ab56fe578074a832662affa698b27865 Mon Sep 17 00:00:00 2001
From: adriana-lohz <adriana.lohz@gmail.com>
Date: Fri, 20 May 2022 19:55:48 +0200
Subject: [PATCH 1/2] HTML and BAT files for running the graphical interface
 (Biosignals Plux)

The HTML for graphically depicting the EEG, ECG and EDA readings (from the Biosignals Plux device) are included in the examples>> banana_demo folder.

A BAT file for running the program on the Anaconda environment is also included. In this file, the URL with the location of art-bio.py must be updated according to the local file address.
---
 biosignals.bat                                |   5 +
 examples/banana_demo/heart.png                | Bin 0 -> 51209 bytes
 examples/banana_demo/lungs1.png               | Bin 0 -> 15145 bytes
 .../banana_demo/visualize_biosignals.html     | 422 ++++++++++++++++++
 4 files changed, 427 insertions(+)
 create mode 100644 biosignals.bat
 create mode 100644 examples/banana_demo/heart.png
 create mode 100644 examples/banana_demo/lungs1.png
 create mode 100644 examples/banana_demo/visualize_biosignals.html

diff --git a/biosignals.bat b/biosignals.bat
new file mode 100644
index 0000000..b94e080
--- /dev/null
+++ b/biosignals.bat
@@ -0,0 +1,5 @@
+@ECHO on
+call C:\Users\MTG-user\anaconda3\Scripts\activate.bat activate art-bio
+cd C:\Users\MTG-user\Desktop\art-bio-biosignalsplux
+python art-bio.py -d biosignalsplux -c reeg ws -c recg ws -c reda ws -c reeg file -c recg file -c reda file --filename readings.txt
+PAUSE
\ No newline at end of file
diff --git a/examples/banana_demo/heart.png b/examples/banana_demo/heart.png
new file mode 100644
index 0000000000000000000000000000000000000000..28dced85cd20ca693821d37504b2a0439aad54a3
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diff --git a/examples/banana_demo/visualize_biosignals.html b/examples/banana_demo/visualize_biosignals.html
new file mode 100644
index 0000000..14a4019
--- /dev/null
+++ b/examples/banana_demo/visualize_biosignals.html
@@ -0,0 +1,422 @@
+<!DOCTYPE html>
+<html>
+    <head>
+        <title>Raw data visualizer</title>
+        <style>
+        body {
+            background-color: black;
+            color: white;
+            font-family: sans-serif;
+        }
+        #eda_sync {
+            position: absolute;
+            width: 20px;
+            height: 20px;
+            background-color: purple;
+            left: 1380px;
+        }
+
+        #circle {
+          width: 400px;
+          height: 400px;
+          border-radius: 400px;
+          background: #FFBF00;
+        }
+
+
+        #arrow {
+          border: solid white;
+          border-width: 0 20px 20px 0;
+          display: inline-block;
+          padding: 20px;
+          transform: rotate(135deg);
+          -webkit-transform: rotate(135deg);
+        }
+
+        #circle2 {
+          width: 40px;
+          height: 40px;
+          border-radius: 40px;
+          border:5px solid white;
+          background: #FF009F;
+        }
+
+        .meter00 {
+          width: 370px;
+          height: 370px;
+          border-radius: 10px;
+          background: #5CBCFF;
+        }
+
+        #timer {
+          margin: 2px;
+          width:1410px;
+          height: 30px;
+          position: relative;
+          font-size: 40px;
+          text-align: right;
+          animation: mymove 1s infinite;
+        }
+
+        @keyframes mymove {
+          from {top: 1px;}
+          to {top: 2px;}
+        }
+
+
+
+        </style>
+    </head>
+    <body>
+
+
+        <div id="timer">La sesión ha iniciado.</div>
+        <img id="banana" width="300" style="position:absolute;" src="heart.png">
+        <div id="circle" style="position:absolute; left:500px; top:200px;"></div>
+        <img width="400" style="position:absolute; left:500px; top:200px;" src="lungs1.png">
+        <h4 style="position:absolute; left:20px; top:700px;">Ritmo cardíaco</h4>
+        <canvas id="ecg1" width="500" height="150" style="position:absolute; left:20px; top:750px;"></canvas>
+        <h4 style="position:absolute; left:560px; top:700px;">Respiración</h4>
+        <canvas id="eda" width="500" height="150" style="position:absolute; left:560px; top:750px;"></canvas>
+
+        <h4 style="position:absolute; left:1100px; top:700px;">Alpha</h4>
+        <canvas id="eeg" width="500" height="150" style="position:absolute; left:1100px; top:750px;"></canvas>
+        <canvas id="eeg1" width="500" height="150" style="position:absolute; left:1100px; top:950px;"></canvas>
+        <div class="meter00" style="position:absolute; left:1050px; top:210px;"></div>
+        <div id="circle2" style="position:absolute; left:1205px; top:365px;"></div>
+
+        <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/smoothie/1.34.0/smoothie.min.js"></script>
+        <script src="https://cdnjs.cloudflare.com/ajax/libs/tween.js/16.3.5/Tween.min.js"></script>
+
+        <script>
+
+            // Elapsed time: in seconds
+            var xtime = document.getElementById("timer");
+            xtime.addEventListener("animationiteration", myRepeatFunction);
+            function myRepeatFunction(event) {
+              this.innerHTML = event.elapsedTime + " seg.";
+            }
+
+            function startSmoothie(canvas_id) {
+                var ts = new TimeSeries();
+                var ch = new SmoothieChart({interpolation: 'linear', scaleSmoothing: 1.0});
+                ch.addTimeSeries(ts);
+                //you need a ch# canvas element for each channel
+                ch.streamTo(document.getElementById(canvas_id));
+
+                return ts;
+            }
+
+
+            function startSmoothie1() {
+                var ts = new TimeSeries();
+                var ch = new SmoothieChart({interpolation: 'linear', scaleSmoothing: 1.0});
+                ch.addTimeSeries(ts);
+
+                return ts;
+            }
+
+            var ecg1_ts = startSmoothie('ecg1');
+            var eda_ts = startSmoothie('eda');
+            var eeg_ts = startSmoothie('eeg');
+            var eeg1_ts = startSmoothie('eeg1');
+
+            // smoothie without graphical ts
+            var valen_ts = startSmoothie1();
+
+            var bananas_moving = [false, false];
+            var ibis = [1, 1];
+
+            //lungs
+            var edas_vals = [1, 1, 1, 1, 1];
+            var edas_vals_norm = [1, 1, 1, 400, 0];
+            var edas_vals_pos = [700,400];
+
+            //arousal             // range arrow (200, 556)
+            //var alpha_vals = [value,max,min]
+            var alpha_vals = [200, 800, 400];
+            var alpha_vals1 = [200, 800, 400];
+            var alpha_valsVal = [200, 800, 400];
+            // alpha_pos_norm = [valence,arousal]
+            var alpha_pos_norm = [1205,365];
+
+
+            // normalizing values, range (0,1)
+            function norm_vals(val,max,min){
+              return(val-min)/(max-min);
+            }
+
+            function runBanana(port, img_id, x_offset, img_id_2, img_id_3) {
+                var audio = new Audio("super" + img_id + '.wav');
+                audio.loop=false;
+
+                var ibi = 1;
+                var banana_moving = false;
+                var last_beat = Date.now();
+                var eda_value = -1;
+                var eda_baseline = -1;
+                // alpha channel 1
+                var alpha_value = -1;
+                var alpha_baseline = -1;
+                // alpha channel 2
+                var alpha_value1 = -1;
+                var alpha_baseline1 = -1;
+
+                // alpha valence
+                var alpha_valueVal = -1;
+                var alpha_baselineVal = -1;
+
+
+                function startWebsocketConnection() {
+                    var ws = new WebSocket("ws://127.0.0.1:" + port);
+                    ws.onclose = function() {
+                        setTimeout(function() {
+                            location.reload();
+                        }, 5000);
+                    }
+
+                    ws.onmessage = function (event) {
+                        var time_data = event.data.split('|');
+                        var time = time_data[0] * 1000;
+                        var data = time_data[1].split('/');
+                        if(data[1] == 'ecg' && data[2] == 'ibi') {
+                            //console.log(data[3]);
+                            if(data[3] < 2 && data[3] > 0.4) {
+                                banana_moving = true;
+                                ibi = 0.9 * ibi + 0.1 * data[3];
+                                last_beat = Date.now();
+                            }
+                            else {
+                                banana_moving = false;
+                            }
+                            if (img_id == 'banana') {
+                                bananas_moving[0] = banana_moving;
+                                ibis[0] = ibi;
+                            }
+                            else {
+                                bananas_moving[1] = banana_moving;
+                                ibis[1] = ibi;
+                            }
+                        }
+                        if(data[1] == 'ecg' && data[2] == 'raw') {
+                            var ts = img_id == 'banana' ? ecg1_ts : ecg2_ts;
+                            var samples = data[3].replace('[', '').replace(']', '').replace('[', '').replace(']', '').split(', ');
+                            //console.log(samples);
+                            for(var i=0; i<samples.length; i++) {
+                                var sample = samples[i].replace('[', '').replace(']', '');
+                                ts.append(time, sample);
+                                time += 1000/100;
+
+                            }
+
+                        // LUNGS
+                        }
+                        if(data[1] == 'eda' && data[2] == 'raw') {
+                            var ts = eda_ts;
+                            var samples = data[3].replace('[', '').replace(']', '').replace('[', '').replace(']', '').split(', ');
+                            var mean_sample = 0;
+                            for(var i=0; i<samples.length; i++) {
+                                var sample = samples[i].replace('[', '').replace(']', '');
+                                mean_sample += parseFloat(sample);
+                            }
+                            mean_sample /= samples.length;
+
+
+                            if(eda_value == -1) eda_value = mean_sample;
+                            else eda_value = 0.8 * eda_value + 0.2 * mean_sample;
+                            if(eda_baseline == -1) eda_baseline = mean_sample;
+                            else eda_baseline = 0.999 * eda_baseline + 0.001 * mean_sample;
+                            ts.append(time, eda_value - eda_baseline);
+
+
+                            // lungs
+                            // edas_vals = [current val, previous val, difference, max val, min val]
+                            let soft_prov = edas_vals[1];
+                            edas_vals[1] = edas_vals[0];
+                            edas_vals[0] = eda_value - eda_baseline;
+                            edas_vals[2] = edas_vals[1] - edas_vals[0];
+                            edas_vals[3] = ts.maxValue;
+                            edas_vals[4] = ts.minValue;
+
+
+                            // normalize values, to range (0,400)
+                            edas_vals_norm[0] = norm_vals(edas_vals[0], edas_vals[3], edas_vals[4])*400;
+                            edas_vals_norm[1] = norm_vals(edas_vals[1], edas_vals[3], edas_vals[4])*400;
+                            edas_vals_norm[2] = edas_vals_norm[1]-edas_vals_norm[0];
+
+                            // update position of left-up corner of circle
+                            // if edas_vals_norm == 400,
+                            // edas_vals_pos = [x,y]
+                            edas_vals_pos[0] = (1-norm_vals(edas_vals[0], ts.maxValue, ts.minValue))*200 + 500;
+                            edas_vals_pos[1] = (1-norm_vals(edas_vals[0], ts.maxValue, ts.minValue))*200 + 200;
+
+                            var target_lungs = document.getElementById(img_id_2);
+                            target_lungs.style.height= edas_vals_norm[0]+ 'px';
+                            target_lungs.style.width= edas_vals_norm[0]+ 'px';
+                            target_lungs.style.left= edas_vals_pos[0]+ 'px';
+                            target_lungs.style.top= edas_vals_pos[1]+ 'px';
+
+                        }
+
+                        if(data[1] == 'eda' && data[2] == 'edr') {
+                            var samples = data[3].replace('[', '').replace(']', '').replace('[', '').replace(']', '').split(', ');
+                            //console.log('EDR', samples);
+                        }
+
+
+                        // AROUSAL- first source of alpha eeg
+                        if(data[1] == 'eeg' && data[2] == 'alpha') {
+                            var ts = eeg_ts;
+                            var eeg_mean_sample = 0;
+                            var eeg_samples = data[3].replace('[', '').replace(']', '').replace('[', '').replace(']', '').split(', ');
+                            for(var i=0; i<eeg_samples.length; i++) {
+                                var eeg_sample = eeg_samples[i].replace('[', '').replace(']', '');
+                                eeg_mean_sample += parseFloat(eeg_sample);
+                            }
+                            eeg_mean_sample /= eeg_samples.length;
+
+                            //READINGS COME FROM VALUE - BASELINE (AS IN EDA EXAMPLE)
+
+                            if(alpha_value == -1) alpha_value = eeg_mean_sample;
+                            else alpha_value = 0.8 * alpha_value + 0.2 * eeg_mean_sample;
+                            if(alpha_baseline == -1) alpha_baseline = eeg_mean_sample;
+                            else alpha_baseline = 0.999 * alpha_baseline + 0.001 * eeg_mean_sample;
+                            ts.append(time, alpha_value - alpha_baseline);
+
+                            alpha_vals[0] = alpha_value - alpha_baseline ;
+                            alpha_vals[1] = ts.maxValue ;
+                            alpha_vals[2] = ts.minValue ;
+                        }
+
+
+                        // SECOND source of alpha eeg
+                        if(data[1] == 'eeg1' && data[2] == 'alpha') {
+                            var ts1 = eeg1_ts;
+                            var eeg_samples1 = data[3].replace('[', '').replace(']', '').replace('[', '').replace(']', '').split(', ');
+                            var eeg_mean_sample1 = 0;
+                            for(var i=0; i<eeg_samples1.length; i++) {
+                                var eeg_sample1 = eeg_samples1[i].replace('[', '').replace(']', '');
+                                eeg_mean_sample1 += parseFloat(eeg_sample1);
+                            }
+                            eeg_mean_sample1 /= eeg_samples1.length;
+
+
+                            if(alpha_value1 == -1) alpha_value1 = eeg_mean_sample1;
+                            else alpha_value1 = 0.8 * alpha_value1 + 0.2 * eeg_mean_sample1;
+                            if(alpha_baseline1 == -1) alpha_baseline1 = eeg_mean_sample1;
+                            else alpha_baseline1 = 0.999 * alpha_baseline1 + 0.001 * eeg_mean_sample1;
+                            ts1.append(time, alpha_value1 - alpha_baseline1);
+
+                            alpha_vals1[0] = alpha_value1 - alpha_baseline1;
+                            alpha_vals1[1] = ts1.maxValue;
+                            alpha_vals1[2] = ts1.minValue;
+
+                          }
+
+
+                          // // arousal
+                          alpha_pos_norm[1] = (norm_vals(alpha_vals[0], alpha_vals[1], alpha_vals[2]))*320+ 210;
+
+
+                          // // valence  (input 2 - input 1)
+                          valence = alpha_vals1[0] - alpha_vals[0]
+
+                          if(data[1] == 'eeg1' && data[2] == 'alpha') {
+                              var tsVal = valen_ts;
+                              if(alpha_valueVal == -1) alpha_valueVal = valence;
+                              else alpha_valueVal = 0.8 * alpha_valueVal + 0.2 * valence;
+                              if(alpha_baselineVal == -1) alpha_baselineVal = valence;
+                              else alpha_baselineVal = 0.999 * alpha_baselineVal + 0.001 * valence;
+                              tsVal.append(time, alpha_valueVal - alpha_baselineVal);
+
+                               alpha_valsVal[0] = alpha_valueVal - alpha_baselineVal;
+                               alpha_valsVal[1] = tsVal.maxValue ;
+                               alpha_valsVal[2] = tsVal.minValue ;
+                        }
+
+                        alpha_pos_norm[0] = (norm_vals(alpha_valsVal[0], alpha_valsVal[1], alpha_valsVal[2]))*320+ 1050;
+
+
+                    }
+                }
+                startWebsocketConnection();
+
+
+
+                var position = {x: 80, y: 400};
+                var target;
+                var tween, tweenBack;
+
+                //arousal
+                var a_position = {x: 1205, y: 365};
+                var a_target;
+                var a_tweenParams;
+
+                init();
+                animate();
+
+                function init() {
+                    if (Date.now() - last_beat > 5000) {
+                        banana_moving = false;
+                    }
+
+                    var new_x = 80;
+                    var new_y = banana_moving ? ibi + 100 : position.z;
+
+
+                    if(bananas_moving[0] && bananas_moving[1]) {
+                        var diff = ibis[0] - ibis[1];
+                        var off_center = Math.abs(diff) * 800;
+
+                        new_x = img_id == 'banana' ? x_offset + 400 - off_center: x_offset + off_center;
+                    }
+
+
+                    target = document.getElementById(img_id);
+                    tween = new TWEEN.Tween(position)
+                        .to({x: new_x + 0.5 * (position.x - new_x), y: new_y}, 1000 * ibi/2)
+                        .easing(TWEEN.Easing.Sinusoidal.Out)
+                        .onUpdate(update);
+                    tweenBack = new TWEEN.Tween(position)
+                        .to({x: new_x, y: 400}, 1000 * ibi/2)
+                        .easing(TWEEN.Easing.Sinusoidal.In)
+                        .onUpdate(update)
+                        .onComplete(init);
+                    tween.chain(tweenBack);
+                    tween.start();
+
+                    //arousal
+                    a_target = document.getElementById(img_id_3);
+
+                    a_tweenParams = new TWEEN.Tween(a_position)
+                        .to({x:alpha_pos_norm[0],y: alpha_pos_norm[1]}, 3000)
+                        .easing(TWEEN.Easing.Sinusoidal.In)
+                        .onUpdate(update)
+                    a_tweenParams.start();
+
+
+                }
+                //If we register the callback animate, but the TWEEN.update(time) returns false,
+                //cancel/unregister the handler
+                function animate( time ) {
+                    var id = requestAnimationFrame(animate);
+
+                    var result = TWEEN.update(time);
+                    if(!result) cancelAnimationFrame(id);
+                }
+                function update() {
+                    target.style.left = position.x + 'px';
+                    target.style.top = position.y + 'px';
+
+                    // arousal
+                    a_target.style.top = a_position.y + 'px';
+                    a_target.style.left = a_position.x + 'px';
+
+                }
+            }
+            runBanana(5678, 'banana', 520, 'circle', 'circle2');
+
+
+        </script>
+    </body>
+</html>

From d6ca906421f3d4c0d0e8f5d4c763a28971e35b93 Mon Sep 17 00:00:00 2001
From: adriana-lohz <adriana.lohz@gmail.com>
Date: Sat, 21 May 2022 09:18:36 +0200
Subject: [PATCH 2/2] Update router.py

Changes in router.py in order to print, next to each reading in the output TXT, the time elapsed since the beginning of the experiment.
---
 router.py | 26 +++++++++++++++++---------
 1 file changed, 17 insertions(+), 9 deletions(-)

diff --git a/router.py b/router.py
index 7254a09..7eae571 100644
--- a/router.py
+++ b/router.py
@@ -20,6 +20,9 @@ def digital_out():
             pass
         self.digital_out_func = digital_out
 
+        #self.current_time = time.time()
+        self.ini_time = 0
+
     def init_destinations(self, connections):
 
         destinations = []
@@ -32,22 +35,30 @@ def init_destinations(self, connections):
             self.osc_client = udp_client.SimpleUDPClient(address_port[0], int(address_port[1]))
         if 'file' in destinations:
             self.file_handle = open(self.filename, 'w')
-            print("initializing file " + self.filename)
+            print("initializing file" + self.filename)
+
+            self.ini_time = time.time()
+            self.file_handle.write('{}: {}\n'.format('initial time',self.ini_time))
+
+
         if 'ws' in destinations:
             self.ws_server = WSServer(self.ws_port)
 
 
     def route_data(self, source, connections, features, raw_data):
         source_connections = []
+
+        current_time = time.time()
+
         if source in connections:
             source_connections += connections[source]
 
-        current_time = time.time()
-        
+
+
         # raw data
         if 'r' + source in connections:
             source_connections += connections['r' + source]
-            for destination in connections['r' + source]: 
+            for destination in connections['r' + source]:
                 for i, channel in enumerate(raw_data):
                     src = source
                     if i > 0:
@@ -59,7 +70,7 @@ def route_data(self, source, connections, features, raw_data):
                             osc_address = self.osc_prefix + osc_dest
                             self.osc_client.send_message(osc_address, data)
                     elif destination == 'file':
-                        self.file_handle.write('{} {}: {}\n'.format(current_time, osc_dest, str(raw_data)))
+                        self.file_handle.write('{} {}: {}\n'.format(current_time-self.ini_time, osc_dest, str(raw_data)))
                     elif destination == 'ws':
                         self.ws_server.add_message('{}|{}/{}'.format(current_time, osc_dest, str(raw_data)))
 
@@ -78,12 +89,9 @@ def route_data(self, source, connections, features, raw_data):
                                 if destination == 'osc':
                                     self.osc_client.send_message(self.osc_prefix + osc_dest, data)
                                 elif destination == 'file':
-                                    self.file_handle.write('{} {}: {}\n'.format(current_time, osc_dest, str(data)))
+                                    self.file_handle.write('{} {}: {}\n'.format(current_time-self.ini_time, osc_dest, str(data)))
                                 elif destination == 'ws':
                                     self.ws_server.add_message('{}|{}/{}'.format(current_time, osc_dest, str(data)))
                                 elif destination == 'digital':
                                     if self.digital_out_func:
                                         self.digital_out_func()
-                                    
-
-