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Update app.py via AI Editor
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app.py
CHANGED
@@ -3,19 +3,51 @@ from dash import dcc, html, Input, Output, State, clientside_callback
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import dash_bootstrap_components as dbc
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import plotly.graph_objs as go
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import requests
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import pandas as pd
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from datetime import datetime
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import os
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from dotenv import load_dotenv
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import threading
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import json
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# Load environment variables
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load_dotenv()
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#
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# AccuWeather API key
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API_KEY = os.getenv('ACCUWEATHER_API_KEY')
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@@ -23,6 +55,9 @@ API_KEY = os.getenv('ACCUWEATHER_API_KEY')
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# Base URL for AccuWeather API
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BASE_URL = "http://dataservice.accuweather.com"
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def get_location_key(lat, lon):
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url = f"{BASE_URL}/locations/v1/cities/geoposition/search"
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params = {
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raise ValueError("Location key not found in API response")
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return data["Key"]
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except requests.RequestException as e:
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return None
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def get_current_conditions(location_key):
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@@ -56,7 +91,7 @@ def get_current_conditions(location_key):
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raise ValueError("No current conditions data in API response")
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return data[0]
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except requests.RequestException as e:
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return None
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def get_forecast(location_key):
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url = f"{BASE_URL}/forecasts/v1/daily/5day/{location_key}"
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params = {
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"apikey": API_KEY,
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"metric": "
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}
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try:
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response = requests.get(url, params=params)
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response.raise_for_status()
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return response.json()
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except requests.RequestException as e:
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return None
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def get_indices(location_key):
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response.raise_for_status()
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return response.json()
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except requests.RequestException as e:
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return None
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def get_alerts(location_key):
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response.raise_for_status()
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return response.json()
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except requests.RequestException as e:
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return None
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def create_current_weather_card(current):
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return dbc.Card([
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dbc.CardBody([
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html.H4("Current Weather", className="card-title"),
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html.P(f"Temperature: {current['Temperature']['
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html.P(f"Condition: {current['WeatherText']}"),
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html.P(f"Feels Like: {current['RealFeelTemperature']['
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html.P(f"Wind: {current['Wind']['Speed']['
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html.P(f"Humidity: {current['RelativeHumidity']}%"),
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])
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], className="mb-4")
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def create_forecast_card(forecast):
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daily_forecasts = forecast['DailyForecasts']
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fig = go.Figure()
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dates = [datetime.strptime(day['Date'], "%Y-%m-%dT%H:%M:%S%z").strftime("%m-%d") for day in daily_forecasts]
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max_temps = [day['Temperature']['Maximum']['Value'] for day in daily_forecasts]
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min_temps = [day['Temperature']['Minimum']['Value'] for day in daily_forecasts]
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fig.add_trace(go.Scatter(x=dates, y=max_temps, name="Max Temp", line=dict(color="red")))
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fig.add_trace(go.Scatter(x=dates, y=min_temps, name="Min Temp", line=dict(color="blue")))
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fig.update_layout(
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title="5-Day Temperature Forecast",
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xaxis_title="Date",
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yaxis_title="Temperature (°
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legend_title="Temperature",
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height=400
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)
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return dbc.Card([
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dbc.CardBody([
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html.H4("5-Day Forecast", className="card-title"),
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], className="mb-4")
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def create_indices_card(indices):
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return dbc.Card([
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dbc.CardBody([
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html.H4("
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html.Div([
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html.P(f"{index['Name']}: {index['Category']}")
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for index in
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])
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])
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], className="mb-4")
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def create_alert_card(alerts):
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if not alerts:
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return html.Div()
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return dbc.Card([
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dbc.CardBody([
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html.H4("Weather Alerts", className="card-title text-danger"),
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], className="mb-4")
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# App layout
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app.layout = dbc.Container([
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dbc.Row([
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dbc.Col([
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html.H1("Weather Dashboard", className="text-center mb-4"),
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html.Div(id="loading-output"),
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html.Div(id="alert-output"),
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dbc.Row([
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dbc.Col([
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html.Div(id="current-weather-output"),
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], width=6),
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dbc.Col([
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html.Div(id="forecast-output"),
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], width=6),
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]),
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html.Div(id="indices-output"),
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], width=12)
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]),
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# Clientside callback to get user's location
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clientside_callback(
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"""
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function(n_intervals) {
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Input("location-interval", "n_intervals"),
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)
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@app.callback(
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[
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)
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def update_weather(location):
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if not location or 'error' in location:
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error_message = location.get('error', 'Waiting for location data...') if location else 'Waiting for location data...'
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lat, lon = location["latitude"], location["longitude"]
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loading_output = html.Div([
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html.P("Loading weather data...", className="text-center"),
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dbc.Spinner(color="primary", type="grow"),
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])
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def fetch_weather_data():
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try:
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location_key =
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if location_key
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raise ValueError("Failed to get location key")
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current = get_current_conditions(location_key)
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forecast = get_forecast(location_key)
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indices = get_indices(location_key)
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alerts = get_alerts(location_key)
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if current is None or forecast is None or indices is None:
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raise ValueError("Failed to fetch weather data")
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except Exception as e:
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return html.Div(error_message, className="text-warning"), "", "", "", ""
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if __name__ == '__main__':
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print("Starting the Dash application...")
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app.run(debug=True, host='0.0.0.0', port=7860)
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print("Dash application has finished running.")
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import dash_bootstrap_components as dbc
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import plotly.graph_objs as go
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import requests
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from datetime import datetime
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import os
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from dotenv import load_dotenv
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import threading
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import json
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import uuid
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import flask
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import logging
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# Load environment variables
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load_dotenv()
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# Logging setup
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger("weather_dash")
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# Session and threading management
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session_locks = {}
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session_data_store = {}
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SESSION_COOKIE = "weather_dash_session_id"
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def get_session_id():
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ctx = flask.request.cookies.get(SESSION_COOKIE)
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if not ctx:
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ctx = str(uuid.uuid4())
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return ctx
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def get_session_lock(session_id):
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if session_id not in session_locks:
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session_locks[session_id] = threading.Lock()
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return session_locks[session_id]
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def get_session_data(session_id):
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if session_id not in session_data_store:
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session_data_store[session_id] = {}
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return session_data_store[session_id]
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def save_session_data(session_id, key, value):
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session_data = get_session_data(session_id)
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session_data[key] = value
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session_data_store[session_id] = session_data
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def get_data_from_session(session_id, key):
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session_data = get_session_data(session_id)
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return session_data.get(key, None)
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# AccuWeather API key
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API_KEY = os.getenv('ACCUWEATHER_API_KEY')
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# Base URL for AccuWeather API
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BASE_URL = "http://dataservice.accuweather.com"
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# Health-related index keywords
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HEALTH_INDEX_KEYWORDS = ["Air Quality", "Asthma", "Flu", "Allergy", "Respiratory", "Pollen"]
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def get_location_key(lat, lon):
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url = f"{BASE_URL}/locations/v1/cities/geoposition/search"
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params = {
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raise ValueError("Location key not found in API response")
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return data["Key"]
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except requests.RequestException as e:
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logger.error(f"Error in get_location_key: {e}")
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return None
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def get_current_conditions(location_key):
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raise ValueError("No current conditions data in API response")
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return data[0]
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except requests.RequestException as e:
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logger.error(f"Error in get_current_conditions: {e}")
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return None
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def get_forecast(location_key):
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url = f"{BASE_URL}/forecasts/v1/daily/5day/{location_key}"
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params = {
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"apikey": API_KEY,
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"metric": "false", # Fahrenheit
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}
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try:
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response = requests.get(url, params=params)
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response.raise_for_status()
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return response.json()
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except requests.RequestException as e:
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logger.error(f"Error in get_forecast: {e}")
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return None
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def get_hourly_forecast(location_key):
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if location_key is None:
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return None
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url = f"{BASE_URL}/forecasts/v1/hourly/12hour/{location_key}"
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params = {
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"apikey": API_KEY,
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"metric": "false", # Fahrenheit
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}
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try:
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response = requests.get(url, params=params)
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response.raise_for_status()
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return response.json()
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except requests.RequestException as e:
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logger.error(f"Error in get_hourly_forecast: {e}")
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return None
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def get_indices(location_key):
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response.raise_for_status()
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return response.json()
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except requests.RequestException as e:
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logger.error(f"Error in get_indices: {e}")
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return None
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def get_alerts(location_key):
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response.raise_for_status()
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return response.json()
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except requests.RequestException as e:
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logger.error(f"Error in get_alerts: {e}")
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return None
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def create_current_weather_card(current):
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return dbc.Card([
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dbc.CardBody([
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html.H4("Current Weather", className="card-title"),
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html.P(f"Temperature: {current['Temperature']['Imperial']['Value']}°F"),
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html.P(f"Condition: {current['WeatherText']}"),
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html.P(f"Feels Like: {current['RealFeelTemperature']['Imperial']['Value']}°F"),
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html.P(f"Wind: {current['Wind']['Speed']['Imperial']['Value']} mph"),
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html.P(f"Humidity: {current['RelativeHumidity']}%"),
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])
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], className="mb-4")
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def create_hourly_forecast_card(hourly):
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if not hourly:
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return dbc.Card([
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dbc.CardBody([
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html.H4("12-Hour Hourly Forecast", className="card-title"),
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html.P("No hourly forecast available")
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])
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], className="mb-4")
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hours = [datetime.strptime(hr['DateTime'], "%Y-%m-%dT%H:%M:%S%z").strftime("%I %p") for hr in hourly]
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temps = [hr['Temperature']['Value'] for hr in hourly]
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conditions = [hr['IconPhrase'] for hr in hourly]
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fig = go.Figure()
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fig.add_trace(go.Scatter(x=hours, y=temps, name="Temperature", line=dict(color="orange")))
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fig.update_layout(
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title="Next 12 Hours Forecast",
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xaxis_title="Time",
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yaxis_title="Temperature (°F)",
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legend_title="Legend",
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height=350,
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margin=dict(l=40, r=40, t=40, b=40)
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)
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return dbc.Card([
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dbc.CardBody([
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html.H4("12-Hour Hourly Forecast", className="card-title"),
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dcc.Graph(figure=fig)
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])
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], className="mb-4")
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def create_forecast_card(forecast):
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daily_forecasts = forecast['DailyForecasts']
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fig = go.Figure()
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dates = [datetime.strptime(day['Date'], "%Y-%m-%dT%H:%M:%S%z").strftime("%m-%d") for day in daily_forecasts]
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max_temps = [day['Temperature']['Maximum']['Value'] for day in daily_forecasts]
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min_temps = [day['Temperature']['Minimum']['Value'] for day in daily_forecasts]
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fig.add_trace(go.Scatter(x=dates, y=max_temps, name="Max Temp", line=dict(color="red")))
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fig.add_trace(go.Scatter(x=dates, y=min_temps, name="Min Temp", line=dict(color="blue")))
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fig.update_layout(
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title="5-Day Temperature Forecast",
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xaxis_title="Date",
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yaxis_title="Temperature (°F)",
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legend_title="Temperature",
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height=400
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)
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return dbc.Card([
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dbc.CardBody([
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html.H4("5-Day Forecast", className="card-title"),
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|
219 |
], className="mb-4")
|
220 |
|
221 |
def create_indices_card(indices):
|
222 |
+
if not indices:
|
223 |
+
return dbc.Card([
|
224 |
+
dbc.CardBody([
|
225 |
+
html.H4("Health Indices", className="card-title"),
|
226 |
+
html.P("No health indices available.")
|
227 |
+
])
|
228 |
+
], className="mb-4")
|
229 |
+
health_indices = []
|
230 |
+
for idx in indices:
|
231 |
+
for keyword in HEALTH_INDEX_KEYWORDS:
|
232 |
+
if keyword.lower() in idx['Name'].lower():
|
233 |
+
health_indices.append(idx)
|
234 |
+
break
|
235 |
+
if not health_indices:
|
236 |
+
return dbc.Card([
|
237 |
+
dbc.CardBody([
|
238 |
+
html.H4("Health Indices", className="card-title"),
|
239 |
+
html.P("No health-related indices available.")
|
240 |
+
])
|
241 |
+
], className="mb-4")
|
242 |
return dbc.Card([
|
243 |
dbc.CardBody([
|
244 |
+
html.H4("Health Indices", className="card-title"),
|
245 |
html.Div([
|
246 |
html.P(f"{index['Name']}: {index['Category']}")
|
247 |
+
for index in health_indices[:5]
|
248 |
])
|
249 |
])
|
250 |
], className="mb-4")
|
|
|
252 |
def create_alert_card(alerts):
|
253 |
if not alerts:
|
254 |
return html.Div()
|
|
|
255 |
return dbc.Card([
|
256 |
dbc.CardBody([
|
257 |
html.H4("Weather Alerts", className="card-title text-danger"),
|
|
|
263 |
], className="mb-4")
|
264 |
|
265 |
# App layout
|
266 |
+
app = dash.Dash(__name__, external_stylesheets=[dbc.themes.BOOTSTRAP])
|
267 |
+
server = app.server
|
268 |
+
|
269 |
app.layout = dbc.Container([
|
270 |
+
dcc.Store(id="location-store", storage_type="session"),
|
271 |
+
dcc.Store(id="session-store", storage_type="session"),
|
272 |
+
dcc.Interval(id="location-interval", interval=1000, max_intervals=1),
|
273 |
dbc.Row([
|
274 |
dbc.Col([
|
275 |
html.H1("Weather Dashboard", className="text-center mb-4"),
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
276 |
], width=12)
|
277 |
]),
|
278 |
+
dbc.Row([
|
279 |
+
dbc.Col([
|
280 |
+
dbc.Card([
|
281 |
+
dbc.CardBody([
|
282 |
+
html.H5("Navigation", className="card-title"),
|
283 |
+
dbc.Nav([
|
284 |
+
dbc.NavLink("Health Indices", href="#", id="nav-health"),
|
285 |
+
dbc.NavLink("Current Weather", href="#", id="nav-current"),
|
286 |
+
], vertical=True, pills=True)
|
287 |
+
])
|
288 |
+
], className="mb-4"),
|
289 |
+
dcc.Loading(
|
290 |
+
id="loading",
|
291 |
+
type="default",
|
292 |
+
children=[
|
293 |
+
html.Div(id="indices-output"),
|
294 |
+
html.Div(id="current-weather-output")
|
295 |
+
],
|
296 |
+
style={"width": "100%"}
|
297 |
+
)
|
298 |
+
], width=4, style={"minWidth": "260px"}),
|
299 |
+
dbc.Col([
|
300 |
+
dcc.Loading(
|
301 |
+
id="loading-forecast",
|
302 |
+
type="default",
|
303 |
+
children=[
|
304 |
+
html.Div(id="hourly-forecast-output"),
|
305 |
+
html.Div(id="forecast-output"),
|
306 |
+
html.Div(id="alert-output")
|
307 |
+
],
|
308 |
+
style={"width": "100%"}
|
309 |
+
)
|
310 |
+
], width=8)
|
311 |
+
], style={"marginTop": "16px"})
|
312 |
+
], fluid=True, className="mt-2")
|
313 |
|
|
|
314 |
clientside_callback(
|
315 |
"""
|
316 |
function(n_intervals) {
|
|
|
337 |
Input("location-interval", "n_intervals"),
|
338 |
)
|
339 |
|
340 |
+
@app.server.after_request
|
341 |
+
def set_session_cookie(response):
|
342 |
+
session_id = flask.request.cookies.get(SESSION_COOKIE)
|
343 |
+
if not session_id:
|
344 |
+
session_id = str(uuid.uuid4())
|
345 |
+
response.set_cookie(SESSION_COOKIE, session_id, max_age=60*60*24*7, path="/")
|
346 |
+
return response
|
347 |
+
|
348 |
@app.callback(
|
349 |
+
[
|
350 |
+
Output("indices-output", "children"),
|
351 |
+
Output("current-weather-output", "children"),
|
352 |
+
Output("hourly-forecast-output", "children"),
|
353 |
+
Output("forecast-output", "children"),
|
354 |
+
Output("alert-output", "children"),
|
355 |
+
],
|
356 |
+
[Input("location-store", "data")],
|
357 |
+
[State("session-store", "data")]
|
358 |
)
|
359 |
+
def update_weather(location, session_data):
|
360 |
+
session_id = get_session_id()
|
361 |
+
lock = get_session_lock(session_id)
|
362 |
+
logger.info(f"Session {session_id} update_weather called.")
|
363 |
if not location or 'error' in location:
|
364 |
error_message = location.get('error', 'Waiting for location data...') if location else 'Waiting for location data...'
|
365 |
+
logger.warning(f"Session {session_id} waiting for location: {error_message}")
|
366 |
+
return [dbc.Spinner(color="primary"), "", "", "", ""]
|
367 |
|
368 |
lat, lon = location["latitude"], location["longitude"]
|
369 |
+
results = {"indices": "", "current": "", "hourly": "", "forecast": "", "alerts": ""}
|
|
|
|
|
|
|
|
|
|
|
370 |
def fetch_weather_data():
|
371 |
try:
|
372 |
+
location_key = get_data_from_session(session_id, "location_key")
|
373 |
+
if not location_key:
|
374 |
+
location_key = get_location_key(lat, lon)
|
375 |
+
save_session_data(session_id, "location_key", location_key)
|
376 |
+
if not location_key:
|
377 |
raise ValueError("Failed to get location key")
|
378 |
|
379 |
current = get_current_conditions(location_key)
|
380 |
forecast = get_forecast(location_key)
|
381 |
+
hourly = get_hourly_forecast(location_key)
|
382 |
indices = get_indices(location_key)
|
383 |
alerts = get_alerts(location_key)
|
384 |
|
385 |
if current is None or forecast is None or indices is None:
|
386 |
raise ValueError("Failed to fetch weather data")
|
387 |
|
388 |
+
results["indices"] = create_indices_card(indices)
|
389 |
+
results["current"] = create_current_weather_card(current)
|
390 |
+
results["hourly"] = create_hourly_forecast_card(hourly)
|
391 |
+
results["forecast"] = create_forecast_card(forecast)
|
392 |
+
results["alerts"] = create_alert_card(alerts)
|
393 |
+
save_session_data(session_id, "weather_results", results)
|
|
|
394 |
except Exception as e:
|
395 |
+
logger.error(f"Session {session_id} error: {str(e)}")
|
396 |
+
results["indices"] = ""
|
397 |
+
results["current"] = ""
|
398 |
+
results["hourly"] = ""
|
399 |
+
results["forecast"] = ""
|
400 |
+
results["alerts"] = dbc.Card([
|
401 |
+
dbc.CardBody([
|
402 |
+
html.P(f"Error fetching weather data: {str(e)}", className="text-danger")
|
403 |
+
])
|
404 |
+
], className="mb-4")
|
405 |
|
406 |
+
with lock:
|
407 |
+
fetch_weather_data()
|
|
|
408 |
|
409 |
+
weather_results = get_data_from_session(session_id, "weather_results")
|
410 |
+
if weather_results:
|
411 |
+
return [
|
412 |
+
weather_results.get("indices", ""),
|
413 |
+
weather_results.get("current", ""),
|
414 |
+
weather_results.get("hourly", ""),
|
415 |
+
weather_results.get("forecast", ""),
|
416 |
+
weather_results.get("alerts", ""),
|
417 |
+
]
|
418 |
+
else:
|
419 |
+
return [dbc.Spinner(color="primary"), "", "", "", ""]
|
420 |
|
421 |
if __name__ == '__main__':
|
422 |
print("Starting the Dash application...")
|
423 |
+
app.run(debug=True, host='0.0.0.0', port=7860, threaded=True)
|
424 |
print("Dash application has finished running.")
|