From 16d98e7e34e62ab46be0435aad1a76c22cd7c04a Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 19:20:04 +0100
Subject: [PATCH 01/35] updates navigations

---
 templates/contact.html | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/templates/contact.html b/templates/contact.html
index cd03500..f5d9cf7 100644
--- a/templates/contact.html
+++ b/templates/contact.html
@@ -39,10 +39,10 @@
       <h1 class="text-2xl font-bold">Pulseflowbridge</h1>
       <nav>
         <ul class="flex space-x-4">
-          <li><a class="hover:underline" href="{{ url_for('home') }}">Home</a></li>
-          <li><a class="hover:underline" href="{{ url_for('features_page') }}">Features</a></li>
-          <li><a class="hover:underline" href="{{ url_for('about_page') }}">About</a></li>
-          <li><a class="hover:underline active-link" href="{{ url_for('contact_page') }}">Contact</a></li>
+          <li><a class="hover:underline" href="/">Home</a></li>
+          <li><a class="hover:underline" href="/features">Features</a></li>
+          <li><a class="hover:underline" href="/about">About</a></li>
+          <li><a class="hover:underline active-link" href="/contact">Contact</a></li>
         </ul>
       </nav>
     </div>
@@ -131,4 +131,4 @@ <h2 class="text-2xl font-bold mb-4">Get in Touch</h2>
     </div>
   </footer>
 </body>
-</html>
\ No newline at end of file
+</html>

From 7fc1b55b213496235fcb6286dd8fe1945e9adace Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 19:34:05 +0100
Subject: [PATCH 02/35] Update about.html

---
 templates/about.html | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/templates/about.html b/templates/about.html
index 10c4b53..a6cfc89 100644
--- a/templates/about.html
+++ b/templates/about.html
@@ -31,10 +31,10 @@
       <h1 class="text-2xl font-bold">Pulseflowbridge</h1>
       <nav>
         <ul class="flex space-x-4">
-          <li><a class="hover:underline" href="{{ url_for('home') }}">Home</a></li>
-          <li><a class="hover:underline" href="{{ url_for('features_page') }}">Features</a></li>
-          <li><a class="hover:underline active-link" href="{{ url_for('about_page') }}">About</a></li>
-          <li><a class="hover:underline" href="{{ url_for('contact_page') }}">Contact</a></li>
+          <li><a class="hover:underline" href="/">Home</a></li>
+          <li><a class="hover:underline" href="features">Features</a></li>
+          <li><a class="hover:underline active-link" href="about">About</a></li>
+          <li><a class="hover:underline" href="contact">Contact</a></li>
         </ul>
       </nav>
     </div>

From 0a58ce289d022e32d801817ccaf0c68fea352c19 Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 19:46:08 +0100
Subject: [PATCH 03/35] changed signup.html to signup

---
 routes.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/routes.py b/routes.py
index 3ac6aae..3f7d187 100644
--- a/routes.py
+++ b/routes.py
@@ -40,7 +40,7 @@ async def home(request: Request):
 @router.get("/signup", response_class=HTMLResponse)
 @limiter.limit("10/minute")
 async def signup_form(request: Request):
-    return templates.TemplateResponse("signup.html", {"request": request})
+    return templates.TemplateResponse("/signup", {"request": request})
 
 @router.post("/signup", response_class=HTMLResponse)
 @limiter.limit("5/minute")
@@ -494,4 +494,4 @@ async def submit_contact(
     )
 @router.get("/about", response_class=HTMLResponse)
 async def about_page(request: Request):
-    return templates.TemplateResponse("about.html", {"request": request})
\ No newline at end of file
+    return templates.TemplateResponse("about.html", {"request": request})

From f2871c0d8cdbeb1991a86cbc0efdf11d7b8dec1b Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 20:02:25 +0100
Subject: [PATCH 04/35] Update routes.py

---
 routes.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/routes.py b/routes.py
index 3f7d187..8513383 100644
--- a/routes.py
+++ b/routes.py
@@ -40,7 +40,7 @@ async def home(request: Request):
 @router.get("/signup", response_class=HTMLResponse)
 @limiter.limit("10/minute")
 async def signup_form(request: Request):
-    return templates.TemplateResponse("/signup", {"request": request})
+    return templates.TemplateResponse("/signup.html", {"request": request})
 
 @router.post("/signup", response_class=HTMLResponse)
 @limiter.limit("5/minute")

From f2e0b8903bdf3ddd28dfd5420092d1fd7b72de0b Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 20:50:07 +0100
Subject: [PATCH 05/35] Update signup.html

---
 templates/signup.html | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/templates/signup.html b/templates/signup.html
index bcd5d12..3f3a89a 100644
--- a/templates/signup.html
+++ b/templates/signup.html
@@ -20,7 +20,7 @@ <h1 class="text-2xl font-bold">Pulseflowbridge</h1>
     </header>
     <main class="container mx-auto mt-10 p-4">
         <h2 class="text-3xl font-bold text-center mb-6">Signup</h2>
-        <form class="max-w-lg mx-auto bg-white p-6 rounded-lg shadow-lg" action="{{ url_for('signup') }}" method="post">
+        <form class="max-w-lg mx-auto bg-white p-6 rounded-lg shadow-lg" action="/signup" method="post">
             <div class="mb-4">
                 <label for="name" class="block text-gray-700 font-bold mb-2">Name</label>
                 <input type="text" id="name" name="name" placeholder="Enter your name" class="w-full p-3 border rounded-lg">

From e187e28d45c66584ec9ff2be6eba0867fe2a5dd8 Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 21:50:23 +0100
Subject: [PATCH 06/35] Add files via upload

---
 ecg_log5.csv | 9981 ++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 9981 insertions(+)
 create mode 100644 ecg_log5.csv

diff --git a/ecg_log5.csv b/ecg_log5.csv
new file mode 100644
index 0000000..d3e6197
--- /dev/null
+++ b/ecg_log5.csv
@@ -0,0 +1,9981 @@
+timestamp,ecg_value
+0.029,502
+0.03,502
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From 78eee9904fae7e99c52679ddc81631b11386b409 Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 21:54:01 +0100
Subject: [PATCH 07/35] added csv file

---
 data.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/data.py b/data.py
index 8e9ec0a..101e9a4 100644
--- a/data.py
+++ b/data.py
@@ -108,8 +108,8 @@ async def process_and_send_data_one_by_one(csv_file_path, uri):
             await asyncio.sleep(5)
 
 if __name__ == "__main__":
-    csv_file_path = r"C:\Users\Neu\Desktop\vs\bita\ecg_data\ecg_log.csv"
-    #csv_file_path = r"C:\Users\Neu\Downloads\SampleECG.csv"  # Path to the uploaded CSV file
+    csv_file_path = r"https://github.com/Health-signals/Sensor/blob/main/ecg_log5.csv"
+   
     websocket_uri = "ws://localhost:8000/ws/3"  # Replace with your WebSocket server URI
 
     try:

From d9d057fc3bc08b1953610dce9f17f5b33699bc3c Mon Sep 17 00:00:00 2001
From: Utman <148863405+Rhyan2@users.noreply.github.com>
Date: Mon, 20 Jan 2025 22:16:12 +0100
Subject: [PATCH 08/35] Create bita.py

---
 bita.py | 78 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 78 insertions(+)
 create mode 100644 bita.py

diff --git a/bita.py b/bita.py
new file mode 100644
index 0000000..08e68b0
--- /dev/null
+++ b/bita.py
@@ -0,0 +1,78 @@
+import os
+import csv
+import time
+
+from bitalino import BITalino
+
+# Configuration
+MAC_ADDRESS = "98:D3:C1:FE:03:7F"  # Replace with your BITalino's MAC address
+SAVE_FOLDER = "ecg_data"
+FILENAME = "ecg_log.csv"
+SAMPLING_RATE = 1000  # Changed to 1000 Hz to match sample data
+CHANNELS = [1]  # Changed to channel 0 (A1 on BITalino)
+DURATION = 10  # Duration to record in seconds
+
+# Ensure the save folder exists
+if not os.path.exists(SAVE_FOLDER):
+    os.makedirs(SAVE_FOLDER)
+
+# Full path for the output file
+file_path = os.path.join(SAVE_FOLDER, FILENAME)
+
+def save_data_to_csv(data):
+    """Save the data to a CSV file."""
+    mode = "w" if not os.path.exists(file_path) else "a"  # Append if file existsa
+    with open(file_path, mode=mode, newline="") as file:
+        writer = csv.writer(file)
+        if mode == "w":  # Write header only when creating a new file
+            writer.writerow(["timestamp", "ecg_value"])
+        writer.writerows(data)
+
+try:
+    # Connect to BITalino
+    print(f"Connecting to BITalino at {MAC_ADDRESS}...")
+    device = BITalino(MAC_ADDRESS)
+
+    # Start acquisition
+    print("Starting data acquisition...")
+    device.start(SAMPLING_RATE, CHANNELS)
+
+    start_time = time.time()  # Capture the start time
+    #start_time = int(time.time() * 1000)
+
+    ecg_data = []
+
+    while time.time() - start_time < DURATION:
+        try:
+            # Read samples (block size of 10)
+            samples = device.read(10)
+            
+            for i, sample in enumerate(samples):
+                timestamp = round((time.time() - start_time) + (i / SAMPLING_RATE), 3)
+                ecg_value = sample[-1]  # ECG value is the last in the sample
+                
+                # Scale ECG value to match sample data range (approximately 470-540)
+                scaled_ecg = int(ecg_value * (540 - 470) / 1023 + 470)
+                
+                ecg_data.append([timestamp, scaled_ecg])
+
+        except Exception as read_error:
+            print(f"Error reading data: {read_error}")
+            break
+
+    # Stop acquisition
+    print("Stopping data acquisition...")
+    device.stop()
+
+    # Save data to CSV
+    save_data_to_csv(ecg_data)
+    print(f"Data saved to {file_path}")
+
+except Exception as e:
+    print(f"An error occurred: {e}")
+
+finally:
+    # Ensure the device is released
+    if 'device' in locals():
+        device.close()
+        print("Device disconnected.")

From 2b9966f43907016151410087cf3a2373333605ee Mon Sep 17 00:00:00 2001
From: Utman <148863405+Rhyan2@users.noreply.github.com>
Date: Mon, 20 Jan 2025 22:17:39 +0100
Subject: [PATCH 09/35] Create bitabuffered.py

---
 bitabuffered.py | 122 ++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 122 insertions(+)
 create mode 100644 bitabuffered.py

diff --git a/bitabuffered.py b/bitabuffered.py
new file mode 100644
index 0000000..ea5d70c
--- /dev/null
+++ b/bitabuffered.py
@@ -0,0 +1,122 @@
+import os
+import asyncio
+import websockets
+import csv
+import json
+import numpy as np
+from bitalino import BITalino
+import scipy.signal as signal
+import time
+
+# Configuration
+MAC_ADDRESS = "98:D3:C1:FE:03:7F"  # Replace with your BITalino's MAC address
+WEBSOCKET_URI = "ws://localhost:8000/ws/3"  # Replace with your WebSocket server URI
+SAMPLING_RATE = 1000  # Adjust sampling rate
+CHANNELS = [1]  # ECG channel on BITalino
+DURATION = 1000  # Duration to record in seconds
+
+# Low-pass filter function to remove high-frequency noise
+def low_pass_filter(ecg_signal, fs=100, cutoff=1.0):
+    nyquist = 0.5 * fs
+    normal_cutoff = cutoff / nyquist
+    b, a = signal.butter(1, normal_cutoff, btype='low', analog=False)
+    filtered_ecg = signal.filtfilt(b, a, ecg_signal)
+    return filtered_ecg
+
+# Bandpass filter and peak detection
+def detect_r_peaks(ecg_signal, fs=100):
+    lowcut = 0.5  # Lower bound of heart rate (0.5 Hz = 30 BPM)
+    highcut = 5.0  # Upper bound of heart rate (5 Hz = 300 BPM)
+
+    nyquist = 0.5 * fs
+    low = lowcut / nyquist
+    high = highcut / nyquist
+    b, a = signal.butter(1, [low, high], btype='band')
+    filtered_ecg = signal.filtfilt(b, a, ecg_signal)
+
+    # Find R-peaks (local maxima) in the filtered ECG signal
+    peaks, _ = signal.find_peaks(filtered_ecg, distance=fs / 2)  # Adjust distance for heart rate
+    return peaks
+
+# Function to calculate BPM
+def calculate_bpm(peaks, sample_rate=100):
+    rr_intervals = np.diff(peaks) / sample_rate  # RR intervals in seconds
+    bpm = 60 / np.mean(rr_intervals) if len(rr_intervals) > 0 else 0
+    return bpm
+
+# Convert raw ADC values to voltage
+def convert_to_voltage(ecg_signal, adc_resolution=1024, reference_voltage=3.3):
+    return (ecg_signal / adc_resolution) * reference_voltage
+
+# Process and send data over WebSocket
+async def acquire_and_send_data():
+    try:
+        print(f"Connecting to BITalino at {MAC_ADDRESS}...")
+        device = BITalino(MAC_ADDRESS)
+
+        # Start acquisition
+        print("Starting data acquisition...")
+        device.start(SAMPLING_RATE, CHANNELS)
+
+        ecg_data = []
+        #start_time = int(time.time() * 1000)
+
+        start_time = time.time()  # Capture the start time
+
+        async with websockets.connect(WEBSOCKET_URI, ping_interval=20, ping_timeout=10) as websocket:
+            print("Connected to WebSocket server.")
+            while time.time() - start_time < DURATION:
+                try:
+                    # Read samples (block size of 10)
+                    samples = device.read(10)
+
+                    for i, sample in enumerate(samples):
+                        timestamp = round((time.time() - start_time) + (i / SAMPLING_RATE), 3)
+                        ecg_value = sample[-1]  # ECG value is the last in the sample
+
+                        # Scale ECG value
+                        scaled_ecg = int(ecg_value * (540 - 470) / 1023 + 470)
+                        ecg_data.append(scaled_ecg)
+
+                        # Filter and process ECG data in real-time
+                        if len(ecg_data) > SAMPLING_RATE:  # Only process if we have 1 second of data
+                            windowed_data = ecg_data[-SAMPLING_RATE:]  # Last second of data
+                            filtered_ecg = low_pass_filter(windowed_data, SAMPLING_RATE)
+                            peaks = detect_r_peaks(filtered_ecg, SAMPLING_RATE)
+                            bpm = calculate_bpm(peaks, SAMPLING_RATE)
+
+                            # Convert to voltage
+                            voltage = convert_to_voltage(scaled_ecg)
+
+                            # Prepare and send the message
+                            message = json.dumps({
+                                "timestamp": timestamp,
+                                "ecg": [voltage],
+                                "bpm": bpm
+                            })
+                            await websocket.send(message)
+                            print(f"Sent: {message}")
+
+                        await asyncio.sleep(0.01)  # Control data rate
+
+                except Exception as read_error:
+                    print(f"Error reading data: {read_error}")
+                    break
+
+        print("Stopping data acquisition...")
+        device.stop()
+
+    except Exception as e:
+        print(f"An error occurred: {e}")
+
+    finally:
+        # Ensure the device is released
+        if 'device' in locals():
+            device.close()
+            print("Device disconnected.")
+
+if __name__ == "__main__":
+    try:
+        asyncio.run(acquire_and_send_data())
+    except KeyboardInterrupt:
+        print("Shutting down gracefully...")

From c12a644e9ebe9cbefd46a2524c5a082e95b3efb3 Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 22:21:21 +0100
Subject: [PATCH 10/35] added csv link

---
 data.py | 285 +-------------------------------------------------------
 1 file changed, 1 insertion(+), 284 deletions(-)

diff --git a/data.py b/data.py
index 101e9a4..e58fba5 100644
--- a/data.py
+++ b/data.py
@@ -108,7 +108,7 @@ async def process_and_send_data_one_by_one(csv_file_path, uri):
             await asyncio.sleep(5)
 
 if __name__ == "__main__":
-    csv_file_path = r"https://github.com/Health-signals/Sensor/blob/main/ecg_log5.csv"
+    csv_file_path = r"https://raw.githubusercontent.com/Health-signals/Sensor/refs/heads/main/ecg_log5.csv"
    
     websocket_uri = "ws://localhost:8000/ws/3"  # Replace with your WebSocket server URI
 
@@ -118,286 +118,3 @@ async def process_and_send_data_one_by_one(csv_file_path, uri):
         print("Shutting down gracefully...")
 
 
-
-
-# import asyncio
-# import websockets
-# import pandas as pd
-# import json
-# import numpy as np
-# import scipy.signal as signal
-# import time
-
-# # Low-pass filter function to remove high-frequency noise
-# def low_pass_filter(ecg_signal, fs=100, cutoff=1.0):
-#     nyquist = 0.5 * fs
-#     normal_cutoff = cutoff / nyquist
-#     b, a = signal.butter(1, normal_cutoff, btype='low', analog=False)
-#     filtered_ecg = signal.filtfilt(b, a, ecg_signal)
-#     return filtered_ecg
-
-# # Bandpass filter and peak detection
-# def detect_r_peaks(ecg_signal, fs=100):
-#     lowcut = 0.5  # Lower bound of heart rate (0.5 Hz = 30 BPM)
-#     highcut = 5.0  # Upper bound of heart rate (5 Hz = 300 BPM)
-
-#     nyquist = 0.5 * fs
-#     low = lowcut / nyquist
-#     high = highcut / nyquist
-#     b, a = signal.butter(1, [low, high], btype='band')
-#     filtered_ecg = signal.filtfilt(b, a, ecg_signal)
-
-#     # Find R-peaks (local maxima) in the filtered ECG signal
-#     peaks, _ = signal.find_peaks(filtered_ecg, distance=fs / 2)  # Adjust distance for heart rate
-#     return peaks
-
-# # Function to calculate BPM
-# def calculate_bpm(peaks, sample_rate=100):
-#     rr_intervals = np.diff(peaks) / sample_rate  # RR intervals in seconds
-#     bpm = 60 / np.mean(rr_intervals) if len(rr_intervals) > 0 else 0
-#     return bpm
-
-# # Convert raw ADC values to voltage
-# def convert_to_voltage(ecg_signal, adc_resolution=1024, reference_voltage=3.3):
-#     return (ecg_signal / (adc_resolution )) * reference_voltage
-
-# # Process and send data over WebSocket
-# async def process_and_send_data_one_by_one(csv_file_path, uri):
-#     # Load ECG data from CSV
-#     ecg_data = pd.read_csv(csv_file_path)
-
-#     # Extract ECG values and timestamps
-#     timestamps = ecg_data['timestamp'].values
-#     ecg_values = ecg_data['ecg_value'].values
-
-#     # Convert ECG values to voltage
-#     voltages = convert_to_voltage(np.array(ecg_values))
-
-#     # Sampling frequency estimation
-#     fs = int(1 / (timestamps[1] - timestamps[0]))  # Assumes uniform sampling
-#     print(f"Sampling frequency (fs): {fs} Hz")
-
-#     # Filter and process ECG data
-#     filtered_ecg = low_pass_filter(ecg_values, fs)
-#     peaks = detect_r_peaks(filtered_ecg, fs)
-#     bpm = calculate_bpm(peaks, fs)
-
-#     print(f"Calculated BPM: {bpm}")
-
-#     # Use a fixed delay for testing (2 messages per second)
-#     fixed_delay = 0.01# Adjust this value to control data rate (in seconds)
-
-#     # Loop to handle WebSocket reconnections
-#     while True:
-#         try:
-#             async with websockets.connect(uri, ping_interval=20, ping_timeout=10) as websocket:
-#                 print("Connected to WebSocket server.")
-#                 last_sent_time = time.time()
-
-#                 for timestamp, voltage in zip(timestamps, voltages):
-#                     current_time = time.time()
-#                     print(f"Time since last message: {current_time - last_sent_time:.3f} seconds")
-#                     last_sent_time = current_time
-
-#                     # Prepare single data unit, ensure ecg is sent as a list
-#                     message = json.dumps({
-#                         "timestamp": timestamp,
-#                         "ecg": [voltage],  # Send as a list
-#                         "bpm": bpm
-#                     })
-
-#                     # Send the data
-#                     await websocket.send(message)
-#                     print(f"Sent: {message}")
-
-#                     # Apply fixed delay
-#                     await asyncio.sleep(fixed_delay)  # Use fixed delay to control sending rate
-
-#                 # Exit loop after successfully sending all data
-#                 break
-
-#         except websockets.exceptions.ConnectionClosedOK:
-#             print("Connection closed by the server. Reconnecting...")
-#             await asyncio.sleep(2)  # Wait before reconnecting
-#         except websockets.exceptions.ConnectionClosedError as e:
-#             print(f"Unexpected connection closure: {e}. Retrying...")
-#             await asyncio.sleep(2)
-#         except Exception as e:
-#             print(f"Unexpected error: {e}. Retrying...")
-#             await asyncio.sleep(5)
-
-# if __name__ == "__main__":
-#     csv_file_path = r"C:\Users\Neu\Desktop\vs\bita\ecg_data\ecg_log 1.csv"
-#     #csv_file_path = r"C:\Users\Neu\Desktop\vs\bita\ecg_data\ecg_log sorted.csv" 
-#     #csv_file_path = r"C:\Users\Neu\Downloads\SampleECG.csv"  # Path to the uploaded CSV file
-#     websocket_uri = "ws://localhost:8000/ws/3"  # Replace with your WebSocket server URI
-
-#     try:
-#         asyncio.run(process_and_send_data_one_by_one(csv_file_path, websocket_uri))
-#     except KeyboardInterrupt:
-#         print("Shutting down gracefully...")
-
-
-
-
-
-
-
-
-
-
-
-
-# import asyncio
-# import websockets
-# import serial
-# import json
-# import numpy as np
-# import scipy.signal as signal
-
-# # Low-pass filter function to remove high-frequency noise
-# def low_pass_filter(ecg_signal, fs=100, cutoff=1.0):
-#     nyquist = 0.5 * fs
-#     normal_cutoff = cutoff / nyquist
-#     b, a = signal.butter(1, normal_cutoff, btype='low', analog=False)
-#     filtered_ecg = signal.filtfilt(b, a, ecg_signal)
-#     return filtered_ecg
-
-# # Bandpass filter and peak detection
-# def detect_r_peaks(ecg_signal):
-#     lowcut = 0.5  # Lower bound of heart rate (0.5 Hz = 30 BPM)
-#     highcut = 5.0  # Upper bound of heart rate (5 Hz = 300 BPM)
-#     fs = 100  # Sample rate (100 Hz)
-
-#     nyquist = 0.5 * fs
-#     low = lowcut / nyquist
-#     high = highcut / nyquist
-#     b, a = signal.butter(1, [low, high], btype='band')
-#     filtered_ecg = signal.filtfilt(b, a, ecg_signal)
-
-#     # Find R-peaks (local maxima) in the filtered ECG signal
-#     peaks, _ = signal.find_peaks(filtered_ecg, distance=fs / 2)  # Adjust distance for heart rate
-#     return peaks
-
-# # Function to calculate BPM
-# def calculate_bpm(peaks, sample_rate=100):
-#     rr_intervals = np.diff(peaks) / sample_rate  # RR intervals in seconds
-#     bpm = 60 / np.mean(rr_intervals) if len(rr_intervals) > 0 else 0
-#     return bpm
-
-# async def send_data_from_arduino():
-#     # Connect to Arduino over serial
-#     ser = serial.Serial('COM7', 9600)  # Adjust port to your system
-#     uri = "ws://localhost:8000/ws/3"
-
-#     ecg_signal = []  # Buffer for ECG data
-#     noise_threshold = 100  # Initial noise threshold
-
-#     while True:
-#         try:
-#             async with websockets.connect(uri, ping_interval=20, ping_timeout=10) as websocket:
-#                 print("Connected to WebSocket server.")
-#                 while True:
-#                     if ser.in_waiting > 0:
-#                         arduino_data = ser.readline().decode('utf-8').strip()
-#                         try:
-#                             data = json.loads(arduino_data)
-#                             ecg_value = data['ecg']
-#                             timestamp = data['timestamp']
-
-#                             # Validate and filter ECG data
-#                             if isinstance(ecg_value, (int, float)) and ecg_value > 0:
-#                                 rolling_std = np.std(ecg_signal[-100:]) if len(ecg_signal) >= 100 else 0
-#                                 if ecg_value > noise_threshold + rolling_std:
-#                                     ecg_signal.append(ecg_value)
-                                    
-#                                     # Limit buffer size
-#                                     if len(ecg_signal) > 1000:
-#                                         ecg_signal = ecg_signal[-1000:]
-
-#                                     if len(ecg_signal) > 100:  # Ensure enough data for processing
-#                                         peaks = detect_r_peaks(np.array(ecg_signal))
-#                                         bpm = calculate_bpm(peaks)
-#                                         print(f"BPM: {bpm}")
-
-#                                         message = json.dumps({
-#                                             "ecg": ecg_signal[-50:],  # Send last 50 data points
-#                                             "bpm": bpm,
-#                                             "timestamp": timestamp
-#                                         })
-#                                         await websocket.send(message)
-#                                         print(f"Sent: {message}")
-#                                 else:
-#                                     print("Filtered noise.")
-#                             else:
-#                                 print("Invalid data received.")
-#                         except json.JSONDecodeError:
-#                             print("JSON Decode Error")
-                    
-#                     await asyncio.sleep(0.1)
-#         except websockets.exceptions.ConnectionClosed as e:
-#             print(f"Connection closed: {e}. Reconnecting...")
-#             await asyncio.sleep(2)
-#         except asyncio.TimeoutError:
-#             print("Connection timed out. Reconnecting...")
-#             await asyncio.sleep(2)
-#         except Exception as e:
-#             print(f"Unexpected error: {e}. Retrying in 5 seconds...")
-#             await asyncio.sleep(5)
-
-# # Graceful shutdown handler
-# if __name__ == "__main__":
-#     try:
-#         asyncio.run(send_data_from_arduino())
-#     except KeyboardInterrupt:
-#         print("Shutting down gracefully...")
-
-
-
-# import asyncio
-# import websockets
-# #import bitalino
-# import json
-# import random
-# import time
-# import numpy as np
-# from biosppy.signals import ecg
-# import datetime
-
-
-
-# async def send_random_data():
-#     uri = "ws://localhost:8000/ws/3"
-#     while True:
-#         try:
-#             async with websockets.connect(uri, ping_interval=20, ping_timeout=10) as websocket:
-#                 print("Connected to the WebSocket server.")
-#                 while True:
-#                     ecg_value = random.uniform(-1, 1)
-#                     bpm = random.uniform(60, 100)
-#                     timestamp = datetime.datetime.now().isoformat() 
-#                     message = json.dumps({
-                        
-#                         "ecg": [ecg_value],
-#                         "timestamp": timestamp,
-#                         "bpm": bpm
-#                     })
-#                     await websocket.send(message)
-#                     print(f"Sent: {message}")
-#                     await asyncio.sleep(1.5)
-#         except websockets.exceptions.ConnectionClosed as e:
-#             print(f"Connection closed: {e}. Reconnecting...")
-#             await asyncio.sleep(2)
-#         except asyncio.TimeoutError:
-#             print("Connection timed out. Reconnecting...")
-#             await asyncio.sleep(2)
-#         except asyncio.CancelledError:
-#             print("Task was cancelled. Exiting...")
-#             break
-        
-#         except Exception as e:
-#             print(f"Unexpected error: {e}. Retrying in 5 seconds...")
-#             await asyncio.sleep(5)
-
-# if __name__ == "__main__":
-#     asyncio.run(send_random_data())

From 53daeb1d24367336f48ea1d73e951a9a78091333 Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 23:01:07 +0100
Subject: [PATCH 11/35] added web socket

---
 data.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/data.py b/data.py
index e58fba5..522056e 100644
--- a/data.py
+++ b/data.py
@@ -110,7 +110,7 @@ async def process_and_send_data_one_by_one(csv_file_path, uri):
 if __name__ == "__main__":
     csv_file_path = r"https://raw.githubusercontent.com/Health-signals/Sensor/refs/heads/main/ecg_log5.csv"
    
-    websocket_uri = "ws://localhost:8000/ws/3"  # Replace with your WebSocket server URI
+    websocket_uri = "ws://redesigned-tribble-q77q6pr9wq4jfx44w.github.dev/"  # Replace with your WebSocket server URI
 
     try:
         asyncio.run(process_and_send_data_one_by_one(csv_file_path, websocket_uri))

From a2af778364815a4199e6a4098adab9f8472d7757 Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 23:14:49 +0100
Subject: [PATCH 12/35] updated web socket

---
 data.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/data.py b/data.py
index 522056e..0b863c8 100644
--- a/data.py
+++ b/data.py
@@ -110,7 +110,8 @@ async def process_and_send_data_one_by_one(csv_file_path, uri):
 if __name__ == "__main__":
     csv_file_path = r"https://raw.githubusercontent.com/Health-signals/Sensor/refs/heads/main/ecg_log5.csv"
    
-    websocket_uri = "ws://redesigned-tribble-q77q6pr9wq4jfx44w.github.dev/"  # Replace with your WebSocket server URI
+ websocket_uri = "ws://redesigned-tribble-q77q6pr9wq4jfx44w-8000.preview.app.github.dev" # Replace with your WebSocket server URI
+
 
     try:
         asyncio.run(process_and_send_data_one_by_one(csv_file_path, websocket_uri))

From 9b3e8ba0082ba23a66e7d65fd1ec78803f490b24 Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 23:24:01 +0100
Subject: [PATCH 13/35] Update data.py

---
 data.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/data.py b/data.py
index 0b863c8..faa69fe 100644
--- a/data.py
+++ b/data.py
@@ -109,8 +109,7 @@ async def process_and_send_data_one_by_one(csv_file_path, uri):
 
 if __name__ == "__main__":
     csv_file_path = r"https://raw.githubusercontent.com/Health-signals/Sensor/refs/heads/main/ecg_log5.csv"
-   
- websocket_uri = "ws://redesigned-tribble-q77q6pr9wq4jfx44w-8000.preview.app.github.dev" # Replace with your WebSocket server URI
+    websocket_uri = "ws://redesigned-tribble-q77q6pr9wq4jfx44w-8000.preview.app.github.dev" # Replace with your WebSocket server URI
 
 
     try:

From 7ad060d39f0e860745562705f657a0be31617d43 Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 23:36:28 +0100
Subject: [PATCH 14/35] Update data.py

---
 data.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/data.py b/data.py
index faa69fe..0188e15 100644
--- a/data.py
+++ b/data.py
@@ -109,7 +109,7 @@ async def process_and_send_data_one_by_one(csv_file_path, uri):
 
 if __name__ == "__main__":
     csv_file_path = r"https://raw.githubusercontent.com/Health-signals/Sensor/refs/heads/main/ecg_log5.csv"
-    websocket_uri = "ws://redesigned-tribble-q77q6pr9wq4jfx44w-8000.preview.app.github.dev" # Replace with your WebSocket server URI
+    websocket_uri = "ws://redesigned-tribble-q77q6pr9wq4jfx44w-8000.preview.app.github.dev/ws/3"  # Replace with your WebSocket server URI
 
 
     try:

From 4ad600e5e9c3490630d575e00c1d69d3e9177bb7 Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Mon, 20 Jan 2025 23:43:50 +0100
Subject: [PATCH 15/35] returned to former web socket

---
 data.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/data.py b/data.py
index 0188e15..12bda8f 100644
--- a/data.py
+++ b/data.py
@@ -109,7 +109,7 @@ async def process_and_send_data_one_by_one(csv_file_path, uri):
 
 if __name__ == "__main__":
     csv_file_path = r"https://raw.githubusercontent.com/Health-signals/Sensor/refs/heads/main/ecg_log5.csv"
-    websocket_uri = "ws://redesigned-tribble-q77q6pr9wq4jfx44w-8000.preview.app.github.dev/ws/3"  # Replace with your WebSocket server URI
+    websocket_uri = "ws://localhost:8000/ws/3"  # Replace with your WebSocket server URI
 
 
     try:

From 2bdc2a2a36f4bb9c39dbb442644df29accf27d00 Mon Sep 17 00:00:00 2001
From: Oscar Kyamuwendo <148862985+Oscarkyamuwendo@users.noreply.github.com>
Date: Tue, 21 Jan 2025 00:16:17 +0100
Subject: [PATCH 16/35] Update data.py

---
 data.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/data.py b/data.py
index 12bda8f..925ed73 100644
--- a/data.py
+++ b/data.py
@@ -109,7 +109,7 @@ async def process_and_send_data_one_by_one(csv_file_path, uri):
 
 if __name__ == "__main__":
     csv_file_path = r"https://raw.githubusercontent.com/Health-signals/Sensor/refs/heads/main/ecg_log5.csv"
-    websocket_uri = "ws://localhost:8000/ws/3"  # Replace with your WebSocket server URI
+    websocket_uri = "ws://special-potato-jjj59q6466v535wv-8000.app.github.dev/"  # Replace with your WebSocket server URI
 
 
     try:

From 784eb25f26af116142848f50d2df41243baa2cd6 Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 06:54:22 +0100
Subject: [PATCH 17/35] Update README.md

---
 README.md | 57 ++++++++++++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 56 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 22a8c89..6d79b53 100644
--- a/README.md
+++ b/README.md
@@ -1 +1,56 @@
-INNOVATION AND COMPLEXITY PROJECT
+## HEALTH SIGNALS
+## Team Members
+
+| Name                  | Role                              |
+|-----------------------|-----------------------------------|
+| **George Mutale**     | Data Analysis, Database, AI      |
+| **Rhyan Lubega**      | Backend                          |
+| **Oscar Kyamuwendo**  | Data Collection and Hardware     |
+| **Ebenezer Amakye**   | Frontend Development             |
+| **Emmanuel Boaz**     | Security and Backend Development |
+
+---
+
+## Our project usecase
+
+Our project, called **"PulseFlowBridge"**, is a web-based application designed to help monitor the heart rates of elderly people in real-time without requiring a nurse to constantly watch them. This system is aimed at making healthcare for the elderly more efficient and safer. The hospital doctors can create accounts on the platform and add patients as needed.
+
+We use a **Bitalino sensor**, which can be placed either on a shirt near the chest or in a wristwatch, to measure heartbeats in real life. The sensor collects ECG signal data, and after cleaning and processing it, the system checks whether the heart rate is within the normal range. If the heart rate falls below **60 BPM** or exceeds **100 BPM**, the system automatically sends an alert to the hospital’s email. This alert includes the patient’s ID so that doctors can respond immediately and know who needs help.
+
+This system reduces the need for constant manual monitoring by nurses, making it a **smart and efficient way to ensure the safety of elderly patients**.
+
+---
+
+## Evolution of our graph using images
+
+## Challenges Faced
+
+1. **Sensor Selection:**
+   Initially, we planned to use the **Bitalino sensor** as the professors had planned, but due to Bluetooth connectivity failures of the sensor, we switched to an **AN ECG Arduino sensor**. However, this sensor came with limitations:
+   - The electrode pads were one-time use, which reduced sensitivity over time.
+   - Manual wire connections were prone to disconnection, leading to inaccurate results.
+
+2. **Switching Back to Bitalino:**
+   - The professor gave us a new the Bitalino sensor and downgraded Python to ensure compatibility.
+   - We successfully connected the sensor directly to the frontend, enabling real-time visualization. However, this method produced inconsistent BPM values and incomplete peaks despite hardware buffering.
+
+3. **Improving Data Accuracy:**
+   - To address these issues, we collected data from the sensor and stored it in a **CSV file**. This file was then saved in a database.
+   - By processing the stored data, we achieved accurate BPM readings and visualized graphs with well-defined peaks.
+    
+4. **Use of websocket:**
+    - We are still debating whether the websocket is the perfect method to send real time data because we could get lags as we are visualising the graph
+
+---
+
+## Future Goals
+
+- Acquire better sensors to improve real-time data acquisition and display.
+- Enhance buffering and filtering techniques for more reliable data processing.
+- Further refine our system for seamless real-time visualization.
+- Making more research about how to send real time data without lags
+- Creating an AI that defines scales for more visualisation and having a peak detection for different ecg signals
+- Adding functionalities that can support to view live data of morethan 3 patients
+
+---
+

From df6b9c028733d3f93cdbfa86984ddd1695eadd70 Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 06:55:53 +0100
Subject: [PATCH 18/35] Add files via upload

images
---
 photo_2025-01-17_14-46-44.jpg | Bin 0 -> 29759 bytes
 photo_2025-01-17_14-48-08.jpg | Bin 0 -> 30143 bytes
 photo_2025-01-18_13-10-55.jpg | Bin 0 -> 32272 bytes
 photo_2025-01-20_08-47-32.jpg | Bin 0 -> 30334 bytes
 4 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 photo_2025-01-17_14-46-44.jpg
 create mode 100644 photo_2025-01-17_14-48-08.jpg
 create mode 100644 photo_2025-01-18_13-10-55.jpg
 create mode 100644 photo_2025-01-20_08-47-32.jpg

diff --git a/photo_2025-01-17_14-46-44.jpg b/photo_2025-01-17_14-46-44.jpg
new file mode 100644
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From 4841d3ca607c3037d3a08bde5374c1273428d38e Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 06:56:50 +0100
Subject: [PATCH 19/35] Delete photo_2025-01-20_08-47-32.jpg

---
 photo_2025-01-20_08-47-32.jpg | Bin 30334 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 photo_2025-01-20_08-47-32.jpg

diff --git a/photo_2025-01-20_08-47-32.jpg b/photo_2025-01-20_08-47-32.jpg
deleted file mode 100644
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GIT binary patch
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From 64b42dee29afc38ecbe5f78bc9f19efc6531914c Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 06:57:05 +0100
Subject: [PATCH 20/35] Delete photo_2025-01-18_13-10-55.jpg

---
 photo_2025-01-18_13-10-55.jpg | Bin 32272 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 photo_2025-01-18_13-10-55.jpg

diff --git a/photo_2025-01-18_13-10-55.jpg b/photo_2025-01-18_13-10-55.jpg
deleted file mode 100644
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From 590756d6f2a9ee385792c0368d5d9accb95db6c1 Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 06:57:22 +0100
Subject: [PATCH 21/35] Delete photo_2025-01-17_14-48-08.jpg

---
 photo_2025-01-17_14-48-08.jpg | Bin 30143 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 photo_2025-01-17_14-48-08.jpg

diff --git a/photo_2025-01-17_14-48-08.jpg b/photo_2025-01-17_14-48-08.jpg
deleted file mode 100644
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From b163d1e6648afe371ed52dc913cb6885adc1cbad Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 06:57:40 +0100
Subject: [PATCH 22/35] Delete photo_2025-01-17_14-46-44.jpg

---
 photo_2025-01-17_14-46-44.jpg | Bin 29759 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 photo_2025-01-17_14-46-44.jpg

diff --git a/photo_2025-01-17_14-46-44.jpg b/photo_2025-01-17_14-46-44.jpg
deleted file mode 100644
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From 63b9a70ad4e9204c65d6e824a75eff869acbce52 Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 07:00:34 +0100
Subject: [PATCH 23/35] Add files via upload

---
 photo_2025-01-17_14-46-44.jpg | Bin 0 -> 29759 bytes
 photo_2025-01-17_14-48-08.jpg | Bin 0 -> 30143 bytes
 photo_2025-01-18_13-10-55.jpg | Bin 0 -> 32272 bytes
 photo_2025-01-20_08-47-32.jpg | Bin 0 -> 30334 bytes
 4 files changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 photo_2025-01-17_14-46-44.jpg
 create mode 100644 photo_2025-01-17_14-48-08.jpg
 create mode 100644 photo_2025-01-18_13-10-55.jpg
 create mode 100644 photo_2025-01-20_08-47-32.jpg

diff --git a/photo_2025-01-17_14-46-44.jpg b/photo_2025-01-17_14-46-44.jpg
new file mode 100644
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From a7de09cd9414e960603ca6d1b9471c2c035cf27b Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 07:01:03 +0100
Subject: [PATCH 24/35] Delete photo_2025-01-18_13-10-55.jpg

---
 photo_2025-01-18_13-10-55.jpg | Bin 32272 -> 0 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 delete mode 100644 photo_2025-01-18_13-10-55.jpg

diff --git a/photo_2025-01-18_13-10-55.jpg b/photo_2025-01-18_13-10-55.jpg
deleted file mode 100644
index 9ee76950f29a1dea3bb0bdac6d931fbf048ebf21..0000000000000000000000000000000000000000
GIT binary patch
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From c35dac145b87c447b139973dfa39de1ad63d5617 Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 07:09:31 +0100
Subject: [PATCH 25/35] Update README.md

---
 README.md | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/README.md b/README.md
index 6d79b53..59bdd43 100644
--- a/README.md
+++ b/README.md
@@ -22,7 +22,17 @@ This system reduces the need for constant manual monitoring by nurses, making it
 ---
 
 ## Evolution of our graph using images
+![Image1](https://github.com/Health-signals/Sensor/blob/main/photo_2025-01-17_14-46-44.jpg)
 
+*Figure 1: Graph with noise or unfiltered signal*
+
+![Image1](https://github.com/Health-signals/Sensor/blob/main/photo_2025-01-17_14-48-08.jpg)
+
+*Figure 2: Before defining the perfect peak detect*
+
+![Image1](https://github.com/Health-signals/Sensor/blob/main/photo_2025-01-20_08-47-32.jpg)
+
+*Figure 3: After getting the perfect threshold for peak detection.*
 ## Challenges Faced
 
 1. **Sensor Selection:**

From 1bb84c5843573233c6462ee003ae73779a0b0f77 Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 07:14:43 +0100
Subject: [PATCH 26/35] Update README.md

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index 59bdd43..35cf33d 100644
--- a/README.md
+++ b/README.md
@@ -51,6 +51,8 @@ This system reduces the need for constant manual monitoring by nurses, making it
 4. **Use of websocket:**
     - We are still debating whether the websocket is the perfect method to send real time data because we could get lags as we are visualising the graph
 
+5. **Making our project work on codespace:**
+   - Since our project was fully developed locally feom the start, we had to change many things to see that it works well on codespaces and we had just one day for still .We make to do a docker that can setup a demo for the doctor sign in but since we are out of time we did not manage to get over the issue of serving data to an online websocket so that the graph can be visualise as real time but we have provide images of a well working graph on our local machine.
 ---
 
 ## Future Goals

From 2f3ff8f596619830a38f2d482966ee89de86b6c2 Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 07:19:23 +0100
Subject: [PATCH 27/35] Update README.md

---
 README.md | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/README.md b/README.md
index 35cf33d..61519f1 100644
--- a/README.md
+++ b/README.md
@@ -65,4 +65,8 @@ This system reduces the need for constant manual monitoring by nurses, making it
 - Adding functionalities that can support to view live data of morethan 3 patients
 
 ---
+## Conclusion
+
+**PulseFlowBridge** offers a smart and efficient way to monitor the heart health of elderly patients. By leveraging advanced sensors and real-time data processing, this system ensures timely interventions during emergencies while reducing the workload for healthcare providers. As we continue to refine and improve our solution, we aim to make healthcare more accessible and reliable for elderly populations.
+
 

From d57a277c0864822d7f53c0cf84edc9690b8608f8 Mon Sep 17 00:00:00 2001
From: Utman <148863405+Rhyan2@users.noreply.github.com>
Date: Tue, 21 Jan 2025 07:57:44 +0100
Subject: [PATCH 28/35] Update docker-compose.yml

---
 docker-compose.yml | 13 ++++++-------
 1 file changed, 6 insertions(+), 7 deletions(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index 21f3446..7ddb917 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -6,8 +6,7 @@ services:
     ports:
       - "8000:8000"
     environment:
-      - SQLALCHEMY_DATABASE_URL=mysql+pymysql://user:12yt343u@db:3306/Pulseflowbridge
-      # put your batabase url here
+      - SQLALCHEMY_DATABASE_URL=${SQLALCHEMY_DATABASE_URL}
     depends_on:
       db:
         condition: service_healthy
@@ -17,11 +16,10 @@ services:
   db:
     image: mysql:8.0
     environment:
-      MYSQL_ROOT_PASSWORD: rootpassword
-      # set your database password and name
-      MYSQL_DATABASE: Pulseflowbridge
-      MYSQL_USER: user
-      MYSQL_PASSWORD: 12yt343u
+      MYSQL_ROOT_PASSWORD: ${MYSQL_ROOT_PASSWORD}
+      MYSQL_DATABASE: ${MYSQL_DATABASE}
+      MYSQL_USER: ${MYSQL_USER}
+      MYSQL_PASSWORD: ${MYSQL_PASSWORD}
     volumes:
       - mysql_data:/var/lib/mysql
     healthcheck:
@@ -37,3 +35,4 @@ volumes:
 networks:
   pulse-network:
     driver: bridge
+

From 219c6bd9c0f40fcffcbfb6c877193741a5febe81 Mon Sep 17 00:00:00 2001
From: Utman <148863405+Rhyan2@users.noreply.github.com>
Date: Tue, 21 Jan 2025 08:06:44 +0100
Subject: [PATCH 29/35] Update docker-compose.yml

---
 docker-compose.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index 7ddb917..efb07a1 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -18,7 +18,7 @@ services:
     environment:
       MYSQL_ROOT_PASSWORD: ${MYSQL_ROOT_PASSWORD}
       MYSQL_DATABASE: ${MYSQL_DATABASE}
-      MYSQL_USER: ${MYSQL_USER}
+      MYSQL_USER: user
       MYSQL_PASSWORD: ${MYSQL_PASSWORD}
     volumes:
       - mysql_data:/var/lib/mysql

From c3fcc42362ad6415cf2688aa95df077b15cbd8f7 Mon Sep 17 00:00:00 2001
From: Utman <148863405+Rhyan2@users.noreply.github.com>
Date: Tue, 21 Jan 2025 08:20:11 +0100
Subject: [PATCH 30/35] Update docker-compose.yml

---
 docker-compose.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/docker-compose.yml b/docker-compose.yml
index efb07a1..1878b46 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -6,7 +6,7 @@ services:
     ports:
       - "8000:8000"
     environment:
-      - SQLALCHEMY_DATABASE_URL=${SQLALCHEMY_DATABASE_URL}
+      - SQLALCHEMY_DATABASE_URL=mysql+pymysql://user:12yt343u@db:3306/Pulseflowbridge
     depends_on:
       db:
         condition: service_healthy
@@ -16,10 +16,10 @@ services:
   db:
     image: mysql:8.0
     environment:
-      MYSQL_ROOT_PASSWORD: ${MYSQL_ROOT_PASSWORD}
-      MYSQL_DATABASE: ${MYSQL_DATABASE}
+      MYSQL_ROOT_PASSWORD: rootpassword
+      MYSQL_DATABASE: Pulseflowbridge
       MYSQL_USER: user
-      MYSQL_PASSWORD: ${MYSQL_PASSWORD}
+      MYSQL_PASSWORD: 12yt343u
     volumes:
       - mysql_data:/var/lib/mysql
     healthcheck:

From 425f1fc05652abe26210cab6231d91cc7a4933cb Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 09:23:28 +0100
Subject: [PATCH 31/35] Update README.md

---
 README.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/README.md b/README.md
index 61519f1..6ebc0fa 100644
--- a/README.md
+++ b/README.md
@@ -69,4 +69,7 @@ This system reduces the need for constant manual monitoring by nurses, making it
 
 **PulseFlowBridge** offers a smart and efficient way to monitor the heart health of elderly patients. By leveraging advanced sensors and real-time data processing, this system ensures timely interventions during emergencies while reducing the workload for healthcare providers. As we continue to refine and improve our solution, we aim to make healthcare more accessible and reliable for elderly populations.
 
+##Development environment setup
+Codespaces setup
+Open codespaces and use docker-compose up
 

From f6f77c22d28f885b8f67acf8df9ec79276b86c81 Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 09:23:48 +0100
Subject: [PATCH 32/35] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 6ebc0fa..f1317d7 100644
--- a/README.md
+++ b/README.md
@@ -69,7 +69,7 @@ This system reduces the need for constant manual monitoring by nurses, making it
 
 **PulseFlowBridge** offers a smart and efficient way to monitor the heart health of elderly patients. By leveraging advanced sensors and real-time data processing, this system ensures timely interventions during emergencies while reducing the workload for healthcare providers. As we continue to refine and improve our solution, we aim to make healthcare more accessible and reliable for elderly populations.
 
-##Development environment setup
+## Development environment setup
 Codespaces setup
 Open codespaces and use docker-compose up
 

From c1d1ef581ff7d644e7804fde5179d04017589412 Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 09:38:29 +0100
Subject: [PATCH 33/35] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index f1317d7..8bf8fca 100644
--- a/README.md
+++ b/README.md
@@ -52,7 +52,7 @@ This system reduces the need for constant manual monitoring by nurses, making it
     - We are still debating whether the websocket is the perfect method to send real time data because we could get lags as we are visualising the graph
 
 5. **Making our project work on codespace:**
-   - Since our project was fully developed locally feom the start, we had to change many things to see that it works well on codespaces and we had just one day for still .We make to do a docker that can setup a demo for the doctor sign in but since we are out of time we did not manage to get over the issue of serving data to an online websocket so that the graph can be visualise as real time but we have provide images of a well working graph on our local machine.
+   - Since our project was fully developed locally from the start, we had to change many things to see that it works well on codespaces and we just had a few hours to do this .We managed to do a docker yml file that can setup a demo for the doctor sign in but since we are out of time we did not manage to get over the issue of serving data to an online websocket so that the graph can be visualise as real time but we have provide images of a well working graph on from our local machine.
 ---
 
 ## Future Goals

From 6aa672ab5c2ff1d093827443392631d0d9c1e04b Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 10:41:36 +0100
Subject: [PATCH 34/35] Update README.md

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index 8bf8fca..ddc612c 100644
--- a/README.md
+++ b/README.md
@@ -73,3 +73,5 @@ This system reduces the need for constant manual monitoring by nurses, making it
 Codespaces setup
 Open codespaces and use docker-compose up
 
+When register you can use an email and password of your own and any fake data for input. You can just imagine of any data
+

From f9c2a01141828695f4a36583c88f9498b1c0d7fd Mon Sep 17 00:00:00 2001
From: GEORGE MUTALE <148863672+GEORGEMUTALE@users.noreply.github.com>
Date: Tue, 21 Jan 2025 10:42:22 +0100
Subject: [PATCH 35/35] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index ddc612c..bd99634 100644
--- a/README.md
+++ b/README.md
@@ -73,5 +73,5 @@ This system reduces the need for constant manual monitoring by nurses, making it
 Codespaces setup
 Open codespaces and use docker-compose up
 
-When register you can use an email and password of your own and any fake data for input. You can just imagine of any data
+When register you can use an email and password of your own and any fake data for input. You can just imagine of any data for you the doctor and the one of the patient