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