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114 lines
2.8 KiB
Python
114 lines
2.8 KiB
Python
import json
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import os
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import random
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import gradio as gr
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def fake_func():
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return "Hello There"
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def xray_model(diseases, img):
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return {disease: random.random() for disease in diseases}
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def ct_model(diseases, img):
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return {disease: 0.1 for disease in diseases}
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with gr.Blocks() as demo:
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gr.Markdown(
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"""
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# Detect Disease From Scan
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With this model you can lorem ipsum
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- ipsum 1
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- ipsum 2
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"""
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)
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disease = gr.CheckboxGroup(
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choices=[
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["Covid", "Covid"],
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["Malaria", "Malaria"],
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["Lung Cancer", "Lung Cancer"],
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],
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label="Disease to Scan For",
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)
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with gr.Tabs():
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with gr.TabItem("X-ray"):
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with gr.Row():
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xray_scan = gr.Image()
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xray_results = gr.JSON()
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xray_run = gr.Button("Run")
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xray_run.click(
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xray_model, inputs=[disease, xray_scan], outputs=xray_results
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)
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with gr.TabItem("CT Scan"):
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with gr.Row():
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ct_scan = gr.Image()
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ct_results = gr.JSON()
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ct_run = gr.Button("Run")
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ct_run.click(ct_model, inputs=[disease, ct_scan], outputs=ct_results)
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textbox = gr.Textbox()
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gr.context.Context.id = 100
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with gr.Blocks() as demo2:
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gr.Markdown(
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"""
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# Detect Disease From Scan
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With this model you can lorem ipsum
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- ipsum 1
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- ipsum 2
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"""
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)
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disease = gr.CheckboxGroup(
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choices=[
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["Covid", "Covid"],
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["Malaria", "Malaria"],
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["Lung Cancer", "Lung Cancer"],
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],
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label="Disease to Scan For",
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)
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with gr.Tabs():
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with gr.TabItem("X-ray"):
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with gr.Row():
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xray_scan = gr.Image()
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xray_results = gr.JSON()
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xray_run = gr.Button("Run")
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xray_run.click(
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xray_model, inputs=[disease, xray_scan], outputs=xray_results
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)
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with gr.TabItem("CT Scan"):
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with gr.Row():
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ct_scan = gr.Image()
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ct_results = gr.JSON()
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ct_run = gr.Button("Run")
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ct_run.click(ct_model, inputs=[disease, ct_scan], outputs=ct_results)
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textbox = gr.Textbox()
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with gr.Blocks() as demo3:
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demo.render()
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t = gr.Textbox()
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demo3.load(fake_func, [], [t])
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config = demo.get_config_file()
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config2 = demo2.get_config_file()
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config3 = demo3.get_config_file()
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json_file_path = "../test/test_files/xray_config.json"
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json_file_path2 = "../test/test_files/xray_config_diff_ids.json"
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json_file_path3 = "../test/test_files/xray_config_wrong.json"
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for c, j in zip(
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[config, config2, config3], [json_file_path, json_file_path2, json_file_path3]
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):
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assert os.path.exists(j), f"{j} does not exist"
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with open(j, "w") as fp:
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json.dump(c, fp, indent=2)
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