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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)
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