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Update app.py
Browse files
app.py
CHANGED
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@@ -18,6 +18,7 @@ def get_satellite_animation(lat, lon, hours_back=6):
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"""Get GOES satellite data and create animation."""
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try:
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frames = []
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current_time = datetime.utcnow()
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# GOES-West (covers Montana)
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@@ -36,6 +37,18 @@ def get_satellite_animation(lat, lon, hours_back=6):
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{
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"path": "/ABI/SECTOR/np/GEOCOLOR/", # True Color
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"title": "True Color"
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}
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]
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@@ -56,7 +69,6 @@ def get_satellite_animation(lat, lon, hours_back=6):
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if response.status_code == 200:
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img = Image.open(io.BytesIO(response.content))
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# Convert to RGB if needed
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if img.mode != 'RGB':
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img = img.convert('RGB')
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@@ -80,6 +92,11 @@ def get_satellite_animation(lat, lon, hours_back=6):
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product_frames.append(img)
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except Exception as e:
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print(f"Error getting frame for {timestamp}: {str(e)}")
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continue
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@@ -97,155 +114,99 @@ def get_satellite_animation(lat, lon, hours_back=6):
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frames.append(tmp_file.name)
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print(f"Successfully created animation for {product['title']}")
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return frames
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except Exception as e:
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print(f"Error creating satellite animation: {str(e)}")
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return []
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def
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"""
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try:
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# These values are tuned for NOAA's CONUS projection
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img_width, img_height = img.size
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# CONUS bounds (approximate)
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lat_min, lat_max = 25.0, 50.0 # Southern to Northern bounds
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lon_min, lon_max = -125.0, -65.0 # Western to Eastern bounds
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# Convert coordinates to image space
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x = (lon - lon_min) / (lon_max - lon_min) * img_width
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y = (lat_max - lat) / (lat_max - lat_min) * img_height
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# Calculate crop box
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crop_width = img_width / zoom
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crop_height = img_height / zoom
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# Center the crop box on the point
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x1 = max(0, x - crop_width/2)
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y1 = max(0, y - crop_height/2)
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x2 = min(img_width, x + crop_width/2)
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y2 = min(img_height, y + crop_height/2)
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# Ensure we don't crop outside image bounds
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if x1 < 0: x2 -= x1; x1 = 0
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if y1 < 0: y2 -= y1; y1 = 0
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if x2 > img_width: x1 -= (x2 - img_width); x2 = img_width
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if y2 > img_height: y1 -= (y2 - img_height); y2 = img_height
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# Crop the image
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cropped = img.crop((x1, y1, x2, y2))
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return cropped.resize((img_width, img_height), Image.Resampling.LANCZOS)
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except Exception as e:
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print(f"Error cropping image: {str(e)}")
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return img
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def get_snow_forecast(lat, lon):
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"""Get snow forecast data from NOAA."""
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try:
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points_url = f"https://api.weather.gov/points/{lat},{lon}"
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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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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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# Format text forecast
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forecast_text = "Weather Forecast:\n\n"
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for period in forecast_data['properties']['periods']:
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forecast_text += f"{period['name']}:\n"
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forecast_text += f"Temperature: {period['temperature']}°{period['temperatureUnit']}\n"
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forecast_text += f"Wind: {period['windSpeed']} {period['windDirection']}\n"
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forecast_text += f"{period['detailedForecast']}\n\n"
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# Check for snow-related keywords
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if any(word in period['detailedForecast'].lower() for word in
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['snow', 'flurries', 'wintry mix', 'blizzard', 'winter storm']):
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forecast_text += "⚠️ SNOW EVENT PREDICTED ⚠️\n\n"
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return forecast_text
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except Exception as e:
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return f"Error getting forecast: {str(e)}"
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def get_map(lat, lon):
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"""Create a map centered on the given coordinates with markers."""
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m = folium.Map(location=[lat, lon], zoom_start=9)
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# Add all Montana peaks
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for peak_name, coords in MONTANA_PEAKS.items():
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folium.Marker(
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coords,
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popup=f"{peak_name}<br>Lat: {coords[0]:.4f}, Lon: {coords[1]:.4f}",
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tooltip=peak_name
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).add_to(m)
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# Add current location marker if not a peak
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if (lat, lon) not in MONTANA_PEAKS.values():
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folium.Marker([lat, lon], popup=f"Selected Location<br>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 m._repr_html_()
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def make_peak_click_handler(peak_name):
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"""Creates a click handler for a specific peak."""
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def handler():
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coords = MONTANA_PEAKS[peak_name]
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return coords[0], coords[1]
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return handler
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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", [], get_map(45.5, -111.0)
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# Get text forecast
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forecast_text = get_snow_forecast(lat, lon)
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# Get satellite animations first
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gallery_data = get_satellite_animation(lat, lon)
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# Process regular forecast products
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timestamp = datetime.utcnow().strftime('%Y-%m-%d %H:%M UTC')
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# List of forecast products
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{
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"url": "https://
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"title": "
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"crop": True
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},
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{
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"url": "https://
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"title": "
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},
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{
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"url": "https://
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"title": "
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"crop": True
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}
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]
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for product in
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try:
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response = requests.get(product["url"], timeout=10)
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if response.status_code == 200:
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# Load the image
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img = Image.open(io.BytesIO(response.content))
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# Convert to RGB if needed
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if img.mode != 'RGB':
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img = img.convert('RGB')
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# Crop
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img = crop_to_region(img, lat, lon)
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# Add title and timestamp
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draw = ImageDraw.Draw(img)
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text = f"{product['title']}\n{timestamp}"
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# Draw text with outline
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x, y = 10, 10
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for dx, dy in [(-1,-1), (-1,1), (1,-1), (1,1)]:
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draw.text((x+dx, y+dy), text, fill='black', font=font)
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draw.text((x, y), text, fill='white', font=font)
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# Save
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with tempfile.NamedTemporaryFile(delete=False, suffix=
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img.save(tmp_file.name, format=
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gallery_data.append(tmp_file.name)
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print(f"Successfully saved {product['title']}")
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except Exception as e:
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print(f"Error processing {product['title']}: {str(e)}")
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continue
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# Get map
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map_html = get_map(lat, lon)
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return forecast_text, gallery_data, map_html
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except Exception as e:
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return f"Error: {str(e)}", [], get_map(45.5, -111.0)
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# Create Gradio interface
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with gr.Blocks(title="Montana Mountain Weather") as demo:
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gr.Markdown("# Montana Mountain Weather")
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with gr.Row():
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with gr.Column(scale=1):
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placeholder="Select a location to see the forecast..."
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)
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with gr.Column(scale=2):
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label="
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show_label=True,
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columns=3,
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height=
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object_fit="contain"
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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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outputs=[
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forecast_output,
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forecast_gallery,
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map_display
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]
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)
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outputs=[
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forecast_output,
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forecast_gallery,
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map_display
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]
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)
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## Instructions
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1. Use the quick access buttons to check specific Montana peaks
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2. Or enter coordinates manually / click on the map
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3. Click "Get Weather" to see the forecast and
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**Montana Peaks Included:**
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- Lone Peak (Big Sky): 45°16′41″N 111°27′01″W
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- Sacajawea Peak: 45°53′45″N 110°58′7″W
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- Pioneer Mountain: 45°13′55″N 111°27′2″W
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**
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**Note**: This app uses NOAA and GOES-West satellite data.
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Mountain weather can change rapidly - always check multiple sources for safety.
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"""Get GOES satellite data and create animation."""
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try:
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frames = []
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frame_files = []
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current_time = datetime.utcnow()
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# GOES-West (covers Montana)
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{
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"path": "/ABI/SECTOR/np/GEOCOLOR/", # True Color
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"title": "True Color"
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},
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{
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"path": "/ABI/SECTOR/np/BAND08/", # Water Vapor
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"title": "Water Vapor"
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},
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{
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"path": "/ABI/SECTOR/np/BAND09/", # Mid-Level Water Vapor
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"title": "Mid-Level Water Vapor"
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},
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{
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"path": "/ABI/SECTOR/np/BAND10/", # Low-Level Water Vapor
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"title": "Low-Level Water Vapor"
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}
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]
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if response.status_code == 200:
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img = Image.open(io.BytesIO(response.content))
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if img.mode != 'RGB':
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img = img.convert('RGB')
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product_frames.append(img)
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# Save individual frame
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with tempfile.NamedTemporaryFile(delete=False, suffix='.png') as tmp_file:
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img.save(tmp_file.name, format='PNG')
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frame_files.append(tmp_file.name)
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except Exception as e:
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print(f"Error getting frame for {timestamp}: {str(e)}")
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continue
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frames.append(tmp_file.name)
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print(f"Successfully created animation for {product['title']}")
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return frames, frame_files
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except Exception as e:
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print(f"Error creating satellite animation: {str(e)}")
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return [], []
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def get_forecast_products(lat, lon):
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"""Get various forecast products."""
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try:
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gallery_data = []
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timestamp = datetime.utcnow().strftime('%Y-%m-%d %H:%M UTC')
|
| 127 |
|
| 128 |
# List of forecast products
|
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+
products = [
|
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+
# Temperature Forecasts
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+
{
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+
"url": "https://graphical.weather.gov/images/conus/MaxT1_conus.png",
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+
"title": "Maximum Temperature"
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+
},
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{
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+
"url": "https://graphical.weather.gov/images/conus/MinT1_conus.png",
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+
"title": "Minimum Temperature"
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+
},
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{
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+
"url": "https://graphical.weather.gov/images/conus/MaxT2_conus.png",
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"title": "Maximum Temperature (Day 2)"
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},
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{
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"url": "https://graphical.weather.gov/images/conus/MinT2_conus.png",
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+
"title": "Minimum Temperature (Day 2)"
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+
},
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| 147 |
+
|
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+
# Precipitation Forecasts
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+
{
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+
"url": "https://graphical.weather.gov/images/conus/QPF06_conus.png",
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+
"title": "6-Hour Precipitation"
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+
},
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{
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"url": "https://graphical.weather.gov/images/conus/QPF12_conus.png",
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"title": "12-Hour Precipitation"
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+
},
|
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{
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"url": "https://graphical.weather.gov/images/conus/QPF24_conus.png",
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"title": "24-Hour Precipitation"
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| 160 |
+
},
|
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{
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"url": "https://graphical.weather.gov/images/conus/QPF48_conus.png",
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| 163 |
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"title": "48-Hour Precipitation"
|
| 164 |
+
},
|
| 165 |
+
|
| 166 |
+
# Snow Forecasts
|
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+
{
|
| 168 |
+
"url": "https://graphical.weather.gov/images/conus/Snow1_conus.png",
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| 169 |
+
"title": "Snowfall Amount"
|
| 170 |
+
},
|
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+
{
|
| 172 |
+
"url": "https://www.wpc.ncep.noaa.gov/pwpf/24hr_pwpf_fill.gif",
|
| 173 |
+
"title": "24hr Snow Probability"
|
| 174 |
+
},
|
| 175 |
+
{
|
| 176 |
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"url": "https://www.wpc.ncep.noaa.gov/pwpf/48hr_pwpf_fill.gif",
|
| 177 |
+
"title": "48hr Snow Probability"
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"url": "https://www.wpc.ncep.noaa.gov/pwpf/72hr_pwpf_fill.gif",
|
| 181 |
+
"title": "72hr Snow Probability"
|
| 182 |
+
},
|
| 183 |
+
|
| 184 |
+
# Additional Forecasts
|
| 185 |
+
{
|
| 186 |
+
"url": "https://graphical.weather.gov/images/conus/Wx1_conus.png",
|
| 187 |
+
"title": "Weather Type"
|
| 188 |
+
},
|
| 189 |
+
{
|
| 190 |
+
"url": "https://graphical.weather.gov/images/conus/Wx2_conus.png",
|
| 191 |
+
"title": "Weather Type (Day 2)"
|
| 192 |
},
|
| 193 |
{
|
| 194 |
+
"url": "https://www.wpc.ncep.noaa.gov/noaa/noaa.gif",
|
| 195 |
+
"title": "Surface Analysis"
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|
| 196 |
}
|
| 197 |
]
|
| 198 |
|
| 199 |
+
for product in products:
|
| 200 |
try:
|
| 201 |
response = requests.get(product["url"], timeout=10)
|
| 202 |
if response.status_code == 200:
|
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|
| 203 |
img = Image.open(io.BytesIO(response.content))
|
| 204 |
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|
| 205 |
if img.mode != 'RGB':
|
| 206 |
img = img.convert('RGB')
|
| 207 |
|
| 208 |
+
# Crop to region
|
| 209 |
+
img = crop_to_region(img, lat, lon)
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|
| 210 |
|
| 211 |
# Add title and timestamp
|
| 212 |
draw = ImageDraw.Draw(img)
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|
| 217 |
|
| 218 |
text = f"{product['title']}\n{timestamp}"
|
| 219 |
|
| 220 |
+
# Draw text with outline
|
| 221 |
x, y = 10, 10
|
| 222 |
for dx, dy in [(-1,-1), (-1,1), (1,-1), (1,1)]:
|
| 223 |
draw.text((x+dx, y+dy), text, fill='black', font=font)
|
| 224 |
draw.text((x, y), text, fill='white', font=font)
|
| 225 |
|
| 226 |
+
# Save processed image
|
| 227 |
+
with tempfile.NamedTemporaryFile(delete=False, suffix='.png') as tmp_file:
|
| 228 |
+
img.save(tmp_file.name, format='PNG')
|
| 229 |
gallery_data.append(tmp_file.name)
|
| 230 |
print(f"Successfully saved {product['title']}")
|
| 231 |
except Exception as e:
|
| 232 |
print(f"Error processing {product['title']}: {str(e)}")
|
| 233 |
continue
|
| 234 |
|
| 235 |
+
return gallery_data
|
| 236 |
+
|
| 237 |
+
except Exception as e:
|
| 238 |
+
print(f"Error getting forecast products: {str(e)}")
|
| 239 |
+
return []
|
| 240 |
+
|
| 241 |
+
[Previous crop_to_region, get_snow_forecast, get_map, and make_peak_click_handler functions remain the same]
|
| 242 |
+
|
| 243 |
+
def update_weather(lat, lon):
|
| 244 |
+
"""Update weather information based on coordinates."""
|
| 245 |
+
try:
|
| 246 |
+
# Validate coordinates
|
| 247 |
+
lat = float(lat)
|
| 248 |
+
lon = float(lon)
|
| 249 |
+
if not (-90 <= lat <= 90 and -180 <= lon <= 180):
|
| 250 |
+
return "Invalid coordinates", [], [], [], get_map(45.5, -111.0)
|
| 251 |
+
|
| 252 |
+
# Get text forecast
|
| 253 |
+
forecast_text = get_snow_forecast(lat, lon)
|
| 254 |
+
|
| 255 |
+
# Get satellite animations and frames
|
| 256 |
+
satellite_animations, satellite_frames = get_satellite_animation(lat, lon)
|
| 257 |
+
|
| 258 |
+
# Get forecast products
|
| 259 |
+
forecast_products = get_forecast_products(lat, lon)
|
| 260 |
+
|
| 261 |
+
# Combine all images for gallery
|
| 262 |
+
gallery_data = satellite_frames + forecast_products
|
| 263 |
|
| 264 |
# Get map
|
| 265 |
map_html = get_map(lat, lon)
|
| 266 |
|
| 267 |
+
return forecast_text, gallery_data, satellite_animations, [], map_html
|
| 268 |
|
| 269 |
except Exception as e:
|
| 270 |
+
return f"Error: {str(e)}", [], [], [], get_map(45.5, -111.0)
|
| 271 |
|
| 272 |
# Create Gradio interface
|
| 273 |
+
with gr.Blocks(title="Montana Mountain Weather - Satellite & Forecast") as demo:
|
| 274 |
+
gr.Markdown("# Montana Mountain Weather - Satellite & Forecast")
|
| 275 |
|
| 276 |
with gr.Row():
|
| 277 |
with gr.Column(scale=1):
|
|
|
|
| 307 |
placeholder="Select a location to see the forecast..."
|
| 308 |
)
|
| 309 |
with gr.Column(scale=2):
|
| 310 |
+
satellite_gallery = gr.Gallery(
|
| 311 |
+
label="Satellite Animations",
|
| 312 |
show_label=True,
|
| 313 |
columns=3,
|
| 314 |
+
height=300,
|
| 315 |
object_fit="contain"
|
| 316 |
)
|
| 317 |
|
| 318 |
+
with gr.Row():
|
| 319 |
+
forecast_gallery = gr.Gallery(
|
| 320 |
+
label="Forecast Products",
|
| 321 |
+
show_label=True,
|
| 322 |
+
columns=4,
|
| 323 |
+
height=800,
|
| 324 |
+
object_fit="contain"
|
| 325 |
+
)
|
| 326 |
+
|
| 327 |
# Handle submit button click
|
| 328 |
submit_btn.click(
|
| 329 |
fn=update_weather,
|
|
|
|
| 331 |
outputs=[
|
| 332 |
forecast_output,
|
| 333 |
forecast_gallery,
|
| 334 |
+
satellite_gallery,
|
| 335 |
+
satellite_frames,
|
| 336 |
map_display
|
| 337 |
]
|
| 338 |
)
|
|
|
|
| 349 |
outputs=[
|
| 350 |
forecast_output,
|
| 351 |
forecast_gallery,
|
| 352 |
+
satellite_gallery,
|
| 353 |
+
satellite_frames,
|
| 354 |
map_display
|
| 355 |
]
|
| 356 |
)
|
|
|
|
| 359 |
## Instructions
|
| 360 |
1. Use the quick access buttons to check specific Montana peaks
|
| 361 |
2. Or enter coordinates manually / click on the map
|
| 362 |
+
3. Click "Get Weather" to see the forecast and satellite data
|
| 363 |
|
| 364 |
**Montana Peaks Included:**
|
| 365 |
- Lone Peak (Big Sky): 45°16′41″N 111°27′01″W
|
| 366 |
- Sacajawea Peak: 45°53′45″N 110°58′7″W
|
| 367 |
- Pioneer Mountain: 45°13′55″N 111°27′2″W
|
| 368 |
|
| 369 |
+
**Satellite Products:**
|
| 370 |
+
- Visible Cloud Cover
|
| 371 |
+
- Infrared Clean
|
| 372 |
+
- True Color
|
| 373 |
+
- Water Vapor (Multiple Levels)
|
| 374 |
|
| 375 |
+
**Forecast Products:**
|
| 376 |
+
- Temperature (Max/Min, Days 1-2)
|
| 377 |
+
- Precipitation (6/12/24/48 Hour)
|
| 378 |
+
- Snow Probability and Amount
|
| 379 |
+
- Weather Type and Surface Analysis
|
| 380 |
|
| 381 |
+
The satellite animations show the last 6 hours with 10-minute intervals.
|
| 382 |
+
All images are automatically cropped to focus on the selected location.
|
| 383 |
|
| 384 |
**Note**: This app uses NOAA and GOES-West satellite data.
|
| 385 |
Mountain weather can change rapidly - always check multiple sources for safety.
|