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Create app.py
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app.py
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import gradio as gr
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import paho.mqtt.client as mqtt
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import json
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import pandas as pd
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from datetime import datetime
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from collections import deque
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import plotly.express as px
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import time
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# Storage for data points
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data_buffer = deque(maxlen=100)
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# MQTT client and configuration variables
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client = mqtt.Client()
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MQTT_BROKER = ""
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MQTT_PORT = 8883
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MQTT_TOPIC = "FX-120i/e6632c8593690c30"
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MQTT_USERNAME = ""
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MQTT_PASSWORD = ""
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def on_connect(client, userdata, flags, rc):
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if rc == 0:
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print("Connected to MQTT broker")
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client.subscribe(MQTT_TOPIC)
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return "Connected to MQTT broker"
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else:
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return f"Connection failed with code {rc}"
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def on_message(client, userdata, msg):
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try:
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payload = json.loads(msg.payload.decode())
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weight = float(payload["Current Weight"].replace('g', '').strip().replace('+', ''))
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timestamp = f"{payload['Date']} {payload['Time']}"
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dt = datetime.strptime(timestamp, "%Y-%m-%d %H:%M:%S")
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data_buffer.append({'timestamp': dt, 'weight': weight})
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except Exception as e:
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print(f"Error: {e}")
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def connect_mqtt(hivemq_host, username, password):
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global MQTT_BROKER, MQTT_USERNAME, MQTT_PASSWORD
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MQTT_BROKER = hivemq_host
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MQTT_USERNAME = username
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MQTT_PASSWORD = password
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client.username_pw_set(MQTT_USERNAME, MQTT_PASSWORD)
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# Check if SSL/TLS has already been configured before setting it
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if not client._ssl:
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client.tls_set()
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client.on_connect = on_connect
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client.on_message = on_message
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client.connect(MQTT_BROKER, MQTT_PORT, 60)
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client.loop_start()
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def update_graph():
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if not data_buffer:
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fig = px.line(title="Waiting for Data...")
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else:
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df = pd.DataFrame(list(data_buffer))
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fig = px.line(df, x='timestamp', y='weight', title="Weight Over Time")
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fig.update_layout(
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xaxis=dict(
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type="date",
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tickformat="%H:%M:%S",
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title="Time"
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),
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yaxis=dict(title="Weight (g)")
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)
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return fig
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with gr.Blocks() as app:
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gr.Markdown("# Weight Monitor")
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# Connect to MQTT section
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gr.Markdown("## Connect to MQTT")
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# Input fields for HiveMQ connection
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with gr.Row():
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hivemq_host = gr.Textbox(
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label="HiveMQ Host:",
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value="f74268785e954de0970c4bd66f31b0a1.s1.eu.hivemq.cloud"
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)
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mqtt_username = gr.Textbox(
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label="HiveMQ Username:",
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value="evnesher"
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)
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mqtt_password = gr.Textbox(
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label="HiveMQ Password:",
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value="Gfx8360",
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type="password"
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)
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# Connect button
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connect_button = gr.Button("Connect")
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# Graph display with auto-refresh
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plot = gr.Plot(
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update_graph,
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every= 2.5 # Updates every 2.5 second
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)
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# Connect button action
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connect_button.click(
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fn=connect_mqtt,
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inputs=[hivemq_host, mqtt_username, mqtt_password],
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)
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if __name__ == "__main__":
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app.launch()
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