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Update app.py
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app.py
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@@ -1,7 +1,7 @@
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import gradio as gr
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import requests
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import folium
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from datetime import datetime
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import tempfile
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import os
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@@ -11,12 +11,12 @@ def get_noaa_forecast(lat, lon):
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# Get the forecast URL for the coordinates
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response = requests.get(points_url)
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response.raise_for_status()
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forecast_url = response.json()['properties']['forecast']
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# Get the actual forecast
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forecast_response = requests.get(forecast_url)
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forecast_response.raise_for_status()
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forecast_data = forecast_response.json()
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@@ -29,83 +29,149 @@ def get_noaa_forecast(lat, lon):
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forecast_text += f"Wind: {period['windSpeed']} {period['windDirection']}\n"
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forecast_text += f"{period['detailedForecast']}\n"
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return forecast_text
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except requests.exceptions.RequestException as e:
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return f"Error fetching forecast: {str(e)}"
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def
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"""Get
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def create_map():
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"""Create a folium map centered on the US."""
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m = folium.Map(location=[39.8283, -98.5795], zoom_start=4)
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return m._repr_html_()
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def update_weather(lat, lon
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"""Update weather information based on coordinates."""
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lat
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# Create Gradio interface
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with gr.Blocks() as demo:
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gr.Markdown("# NOAA Weather Forecast and Radar")
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with gr.Row():
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with gr.Column():
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lat_input = gr.Number(
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submit_btn = gr.Button("Get Weather")
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with gr.Column():
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map_display = gr.HTML(create_map())
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map_click_coords = gr.State(None)
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with gr.Row():
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forecast_output = gr.Textbox(
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# Handle submit button click
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submit_btn.click(
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fn=update_weather,
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inputs=[lat_input, lon_input
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outputs=[
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)
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# Handle map clicks
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# Note: This would require additional JavaScript to capture click events
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# In a full implementation, you'd need to add custom JS to capture map clicks
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gr.Markdown("""
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## Instructions
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1. Enter coordinates manually or click on the map
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2. Click "Get Weather" to see the forecast and radar
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3.
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Note: This
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- Error handling for invalid coordinates
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- Rate limiting for API requests
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- Better map interaction
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""")
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#
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demo.launch()
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import gradio as gr
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import requests
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import folium
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from datetime import datetime, timedelta
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import tempfile
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import os
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try:
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# Get the forecast URL for the coordinates
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response = requests.get(points_url, timeout=10)
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response.raise_for_status()
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forecast_url = response.json()['properties']['forecast']
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# Get the actual forecast
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forecast_response = requests.get(forecast_url, timeout=10)
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forecast_response.raise_for_status()
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forecast_data = forecast_response.json()
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forecast_text += f"Wind: {period['windSpeed']} {period['windDirection']}\n"
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forecast_text += f"{period['detailedForecast']}\n"
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return forecast_text.strip()
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except requests.exceptions.RequestException as e:
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return f"Error fetching forecast: {str(e)}"
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def get_radar_images():
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"""Get current radar and forecast radar images."""
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try:
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# Current radar
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current_radar = "https://radar.weather.gov/ridge/standard/CONUS_0.gif"
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# Forecast radar - using NDFD precipitation forecast images
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# These are probability of precipitation forecasts for different time periods
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now = datetime.utcnow()
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forecast_date = now.strftime("%Y%m%d")
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# 6-hour and 12-hour precipitation probability forecasts
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forecast_6hr = f"https://digital.weather.gov/images/conus/MaxPcpn6_{forecast_date}00.png"
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forecast_12hr = f"https://digital.weather.gov/images/conus/MaxPcpn12_{forecast_date}00.png"
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return {
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"current": current_radar,
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"forecast_6hr": forecast_6hr,
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"forecast_12hr": forecast_12hr
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}
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except Exception as e:
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return None
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def create_map():
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"""Create a folium map centered on the US."""
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m = folium.Map(location=[39.8283, -98.5795], zoom_start=4)
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m.add_child(folium.ClickForLatLng()) # Enable click events
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return m._repr_html_()
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def update_weather(lat, lon):
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"""Update weather information based on coordinates."""
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try:
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# Validate coordinates
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lat = float(lat)
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lon = float(lon)
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if not (-90 <= lat <= 90 and -180 <= lon <= 180):
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return "Invalid coordinates. Latitude must be between -90 and 90, longitude between -180 and 180.", None, None, None, create_map()
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# Get forecast and radar
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forecast = get_noaa_forecast(lat, lon)
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radar_images = get_radar_images()
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if radar_images is None:
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return forecast, None, None, None, create_map()
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# Create updated map with marker
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m = folium.Map(location=[lat, lon], zoom_start=8)
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folium.Marker([lat, lon], popup=f"Lat: {lat:.4f}, Lon: {lon:.4f}").add_to(m)
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m.add_child(folium.ClickForLatLng()) # Enable click events
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return (
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forecast,
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radar_images["current"],
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radar_images["forecast_6hr"],
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radar_images["forecast_12hr"],
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m._repr_html_()
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)
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except ValueError as e:
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return f"Error: Invalid coordinate format - {str(e)}", None, None, None, create_map()
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except Exception as e:
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return f"Error: {str(e)}", None, None, None, create_map()
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# Create Gradio interface
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with gr.Blocks(title="NOAA Weather Forecast and Radar") as demo:
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gr.Markdown("# NOAA Weather Forecast and Radar")
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with gr.Row():
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with gr.Column(scale=1):
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lat_input = gr.Number(
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label="Latitude",
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value=39.8283,
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minimum=-90,
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maximum=90
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)
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lon_input = gr.Number(
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label="Longitude",
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value=-98.5795,
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minimum=-180,
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maximum=180
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)
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submit_btn = gr.Button("Get Weather")
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with gr.Column(scale=2):
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map_display = gr.HTML(create_map())
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with gr.Row():
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forecast_output = gr.Textbox(
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label="Forecast",
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lines=12,
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placeholder="Enter coordinates or click 'Get Weather' to see the forecast..."
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)
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with gr.Row():
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with gr.Column():
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current_radar = gr.Image(
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label="Current Radar",
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show_label=True,
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container=True
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)
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with gr.Column():
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forecast_6hr = gr.Image(
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label="6-Hour Precipitation Forecast",
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show_label=True,
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container=True
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)
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with gr.Column():
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forecast_12hr = gr.Image(
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label="12-Hour Precipitation Forecast",
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show_label=True,
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container=True
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)
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# Handle submit button click
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submit_btn.click(
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fn=update_weather,
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inputs=[lat_input, lon_input],
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outputs=[
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forecast_output,
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current_radar,
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forecast_6hr,
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forecast_12hr,
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map_display
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]
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)
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gr.Markdown("""
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## Instructions
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1. Enter coordinates manually or click on the map to select a location
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2. Click "Get Weather" to see the forecast and radar
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3. View current radar and precipitation forecasts
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**Legend:**
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- Current Radar: Shows current precipitation
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- 6-Hour Forecast: Shows probability of precipitation over next 6 hours
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- 12-Hour Forecast: Shows probability of precipitation over next 12 hours
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**Note**: This app uses the NOAA Weather API and may have occasional delays or service interruptions.
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Data is provided by the National Weather Service (weather.gov).
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""")
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# For Hugging Face Spaces, we need to export the demo
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demo.queue(concurrency_count=3).launch()
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