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Update app.py
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app.py
CHANGED
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@@ -18,7 +18,7 @@ center_tol = 30
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morph_dia = 5
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min_rad = 70
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def fetch_sdo_images(max_images,
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"""Fetch SDO images from NOAA URL directory."""
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try:
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# Construct the directory URL
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@@ -33,22 +33,21 @@ def fetch_sdo_images(max_images, ident="0745", size="1024by960", tool="ccor1"):
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soup = BeautifulSoup(response.text, 'html.parser')
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links = soup.find_all('a')
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# Extract image filenames matching the pattern {
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image_files = []
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for link in links:
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print(link)
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href = link.get('href')
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if href and href.endswith(f"_{size}.jpg"):
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# Check if the filename starts with a valid timestamp (
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if len(href) >=
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image_files.append(href)
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# Sort images by timestamp (most recent first)
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image_files = sorted(image_files, key=lambda x: x[:
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total_images = len(image_files)
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if not image_files:
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return None, f"No images found with
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# Fetch up to max_images
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frames = []
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@@ -131,9 +130,9 @@ def create_gif(frames, output_path, duration=0.5):
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)
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return output_path
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def handle_fetch(max_images,
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"""Fetch SDO images and return frames for preview and state."""
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frames, message, total_images = fetch_sdo_images(max_images,
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if frames is None:
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return message, [], frames, total_images
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preview_frames = [Image.fromarray(frame) for frame in frames]
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@@ -240,7 +239,7 @@ def analyze_images(frames, lower_bound, upper_bound, param1, param2, center_tole
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except Exception as e:
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return f"Error during analysis: {str(e)}", [], None
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def process_input(gif_file, max_images,
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"""Process either uploaded GIF or fetched SDO images."""
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if gif_file:
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frames, error = extract_frames(gif_file.name)
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@@ -277,7 +276,6 @@ with gr.Blocks(title="Solar CME Detection") as demo:
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gr.Markdown("### Input Options")
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gif_input = gr.File(label="Upload Solar GIF (optional)", file_types=[".gif"])
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max_images = gr.Slider(minimum=1, maximum=100, value=10, step=1, label="Max Images to Fetch")
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ident = gr.Textbox(label="Image Identifier", value="0745")
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size = gr.Textbox(label="Image Size", value="1024by960")
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tool = gr.Textbox(label="Instrument", value="ccor1")
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fetch_button = gr.Button("Fetch Images from URL")
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@@ -309,8 +307,7 @@ with gr.Blocks(title="Solar CME Detection") as demo:
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# Fetch button action
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fetch_button.click(
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fn=handle_fetch,
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inputs=[max_images,
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#inputs=[max_images],
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outputs=[report, preview, fetched_frames_state, total_images]
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)
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@@ -318,7 +315,7 @@ with gr.Blocks(title="Solar CME Detection") as demo:
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analyze_button.click(
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fn=process_input,
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inputs=[
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lower_bound, upper_bound, param1, param2, center_tolerance, morph_iterations, min_rad, display_mode, fetched_frames_state
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],
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outputs=[report, gallery, gif_output, preview, total_images]
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morph_dia = 5
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min_rad = 70
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def fetch_sdo_images(max_images, size="1024by960", tool="ccor1"):
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"""Fetch SDO images from NOAA URL directory."""
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try:
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# Construct the directory URL
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soup = BeautifulSoup(response.text, 'html.parser')
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links = soup.find_all('a')
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# Extract image filenames matching the pattern YYYYMMDD_HHMM_{tool}_{size}.jpg
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image_files = []
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for link in links:
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href = link.get('href')
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if href and href.endswith(f"_{tool}_{size}.jpg"):
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# Check if the filename starts with a valid timestamp (YYYYMMDD_HHMM)
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if len(href) >= 12 and href[:8].isdigit() and href[9:13].isdigit():
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image_files.append(href)
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# Sort images by timestamp (most recent first)
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image_files = sorted(image_files, key=lambda x: x[:13], reverse=True)
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total_images = len(image_files)
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if not image_files:
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return None, f"No images found with size={size}, tool={tool}.", total_images
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# Fetch up to max_images
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frames = []
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)
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return output_path
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def handle_fetch(max_images, size, tool):
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"""Fetch SDO images and return frames for preview and state."""
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frames, message, total_images = fetch_sdo_images(max_images, size, tool)
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if frames is None:
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return message, [], frames, total_images
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preview_frames = [Image.fromarray(frame) for frame in frames]
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except Exception as e:
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return f"Error during analysis: {str(e)}", [], None
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def process_input(gif_file, max_images, size, tool, lower_bound, upper_bound, param1, param2, center_tolerance, morph_iterations, min_rad, display_mode, fetched_frames_state):
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"""Process either uploaded GIF or fetched SDO images."""
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if gif_file:
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frames, error = extract_frames(gif_file.name)
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gr.Markdown("### Input Options")
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gif_input = gr.File(label="Upload Solar GIF (optional)", file_types=[".gif"])
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max_images = gr.Slider(minimum=1, maximum=100, value=10, step=1, label="Max Images to Fetch")
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size = gr.Textbox(label="Image Size", value="1024by960")
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tool = gr.Textbox(label="Instrument", value="ccor1")
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fetch_button = gr.Button("Fetch Images from URL")
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# Fetch button action
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fetch_button.click(
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fn=handle_fetch,
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inputs=[max_images, size, tool],
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outputs=[report, preview, fetched_frames_state, total_images]
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)
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analyze_button.click(
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fn=process_input,
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inputs=[
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gif_file, max_images, size, tool,
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lower_bound, upper_bound, param1, param2, center_tolerance, morph_iterations, min_rad, display_mode, fetched_frames_state
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],
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outputs=[report, gallery, gif_output, preview, total_images]
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