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Update app.py
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app.py
CHANGED
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@@ -51,18 +51,17 @@ def detect_milestone_from_image(image_path):
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def process_image(images, project_name):
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try:
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if not images or len(images) == 0:
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return "Error: Please upload at least one image to proceed.", "Pending", "", "", 0
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milestones = []
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last_image_path = None # Track the last saved image path
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for image in images:
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img = Image.open(image)
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image_size_mb = os.path.getsize(image) / (1024 * 1024)
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if image_size_mb > 20:
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return "Error: One or more images exceed 20MB.", "Failure", "", "", 0
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if not str(image).lower().endswith(('.jpg', '.jpeg', '.png')):
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return "Error: Only JPG/PNG images are supported.", "Failure", "", "", 0
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upload_dir = "public_uploads"
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os.makedirs(upload_dir, exist_ok=True)
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@@ -70,7 +69,6 @@ def process_image(images, project_name):
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image_filename = f"{unique_id}_{os.path.basename(image)}"
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saved_image_path = os.path.join(upload_dir, image_filename)
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shutil.copy(image, saved_image_path)
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last_image_path = saved_image_path # Update last image path
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with open(saved_image_path, 'rb') as image_file:
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image_data = base64.b64encode(image_file.read()).decode('utf-8')
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@@ -85,7 +83,7 @@ def process_image(images, project_name):
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content_version_id = content_version_result['id']
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file_url = f"https://sathkruthatechsolutionspri8-dev-ed.develop.lightning.force.com/{content_version_id}"
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except Exception as e:
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return f"Error: Failed to upload image to Salesforce - {str(e)}", "Failure", "", "", 0
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milestone = detect_milestone_from_image(saved_image_path)
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milestones.append(milestone)
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@@ -115,25 +113,25 @@ def process_image(images, project_name):
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try:
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sf.Construction__c.create(record)
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except Exception as e:
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return f"Error: Failed to update Salesforce - {str(e)}", "Failure", "", "", 0
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return (
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f"<h3 style='color:green;'>Milestone: {final_milestone}</h3>",
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"Success",
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final_milestone,
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f"{percent_complete}%",
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last_image_path # Added to return the last image for display
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)
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except Exception as e:
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return f"Error: {str(e)}", "Failure", "", "", "0%"
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# Gradio UI with
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with gr.Blocks(css="") as demo:
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gr.Markdown("<h1 class='title'>Construction Progress Analyzer</h1>")
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with gr.Row():
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project_name_input = gr.Textbox(label="Project Name (Required)", placeholder="e.g. Project_12345")
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submit_button = gr.Button("Process Image")
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@@ -141,12 +139,11 @@ with gr.Blocks(css="") as demo:
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upload_status = gr.Textbox(label="Upload Status")
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milestone = gr.Textbox(label="Detected Milestone")
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progress = gr.Textbox(label="Completion Percentage", interactive=False)
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image_output = gr.Image(label="Uploaded Image", interactive=False) # Added to display image
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submit_button.click(
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fn=process_image,
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inputs=[image_input, project_name_input],
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outputs=[output_html, upload_status, milestone, progress
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)
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demo.launch(share=True)
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def process_image(images, project_name):
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try:
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if not images or len(images) == 0:
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return "Error: Please upload at least one image to proceed.", "Pending", "", "", 0
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milestones = []
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for image in images:
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img = Image.open(image)
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image_size_mb = os.path.getsize(image) / (1024 * 1024)
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if image_size_mb > 20:
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return "Error: One or more images exceed 20MB.", "Failure", "", "", 0
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if not str(image).lower().endswith(('.jpg', '.jpeg', '.png')):
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return "Error: Only JPG/PNG images are supported.", "Failure", "", "", 0
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upload_dir = "public_uploads"
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os.makedirs(upload_dir, exist_ok=True)
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image_filename = f"{unique_id}_{os.path.basename(image)}"
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saved_image_path = os.path.join(upload_dir, image_filename)
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shutil.copy(image, saved_image_path)
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with open(saved_image_path, 'rb') as image_file:
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image_data = base64.b64encode(image_file.read()).decode('utf-8')
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content_version_id = content_version_result['id']
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file_url = f"https://sathkruthatechsolutionspri8-dev-ed.develop.lightning.force.com/{content_version_id}"
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except Exception as e:
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return f"Error: Failed to upload image to Salesforce - {str(e)}", "Failure", "", "", 0
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milestone = detect_milestone_from_image(saved_image_path)
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milestones.append(milestone)
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try:
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sf.Construction__c.create(record)
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except Exception as e:
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return f"Error: Failed to update Salesforce - {str(e)}", "Failure", "", "", 0
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return f"<h3 style='color:green;'>Milestone: {final_milestone}</h3>", "Success", final_milestone, f"{percent_complete}%"
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except Exception as e:
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return f"Error: {str(e)}", "Failure", "", "", "0%"
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# Gradio UI with modified input to show image preview
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with gr.Blocks(css="") as demo:
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gr.Markdown("<h1 class='title'>Construction Progress Analyzer</h1>")
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with gr.Row():
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# Changed from gr.Files to gr.Gallery for visual image preview
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image_input = gr.Gallery(
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label="Upload Construction Site Photos (JPG/PNG, ≤ 20MB)",
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type="filepath",
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interactive=True,
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show_download_button=False, # Avoid showing filenames in UI
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show_share_button=False
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)
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project_name_input = gr.Textbox(label="Project Name (Required)", placeholder="e.g. Project_12345")
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submit_button = gr.Button("Process Image")
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upload_status = gr.Textbox(label="Upload Status")
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milestone = gr.Textbox(label="Detected Milestone")
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progress = gr.Textbox(label="Completion Percentage", interactive=False)
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submit_button.click(
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fn=process_image,
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inputs=[image_input, project_name_input],
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outputs=[output_html, upload_status, milestone, progress]
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)
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demo.launch(share=True)
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