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e5c885a
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Files changed (4) hide show
  1. app.py +64 -0
  2. autism.yaml +9 -0
  3. data.pkl +0 -0
  4. requirements.txt +64 -0
app.py ADDED
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+ import gradio as gr
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+ from random import shuffle
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+ import matplotlib.pyplot as plt
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+ import pickle
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+
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+ DISCLAIMER = "**Caution! The questions from the test are AI generated and have not been validated by qualified persons. Therefore, interpret the test at your own risk.**"
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+
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+ def validate_form(*inputs):
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+ score_map = {
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+ "Strongly Agree": 2,
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+ "Agree": 1,
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+ "Neutral": 0,
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+ "Disagree": -1,
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+ "Strongly Disagree": -2
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+ }
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+ x_right = 0
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+ x_left = 0
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+ number_questions = len(inputs)
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+ for input_index in range(number_questions):
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+ checkbox = inputs[input_index]
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+ if checkbox is None:
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+ raise gr.Error("You forgot a checkbox!")
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+ tag = INPUT_INFO[input_index]["tag"]
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+ key = [k for k, v in LABELLING.items() if v == tag][0]
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+ if key == "x_right":
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+ x_right += score_map[checkbox]
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+ else:
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+ x_left += score_map[checkbox]
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+ final = x_right + (-x_left)
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+ fig, ax = plt.subplots()
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+ ax.hlines(1, 2*(-number_questions), 2*number_questions, linestyles='solid')
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+ ax.plot(final, 1, 'ro')
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+ ax.set_xticks([2*(-number_questions), 0, 2*number_questions])
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+ ax.set_xticklabels([LABELLING["x_left"], 'Neutral', LABELLING["x_right"]])
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+ ax.get_yaxis().set_visible(False)
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+ return plt
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+
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+ with open('data.pkl', 'rb') as f:
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+ data = pickle.load(f)
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+ title = data["title"]
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+ description = data["description"]
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+ questions_x_right_formatted = data["questions_x_right_formatted"]
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+ questions_x_left_formatted = data["questions_x_left_formatted"]
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+ LABELLING = data["LABELLING"]
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+ INPUT_INFO = data["INPUT_INFO"]
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+ combined_questions = questions_x_left_formatted + questions_x_right_formatted
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+ shuffle(combined_questions)
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+ with gr.Blocks() as demo:
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+ title = gr.Markdown(f"# {title}")
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+ description = gr.Markdown(description)
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+ disclaimer = gr.Markdown(DISCLAIMER)
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+ inputs = []
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+ for question_dict in combined_questions:
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+ question = list(question_dict.keys())[0]
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+ tag = list(question_dict.values())[0]
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+ checkbox = gr.inputs.Radio(choices=["Strongly Agree", "Agree", "Neutral", "Disagree", "Strongly Disagree"], label=question)
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+ inputs.append(checkbox)
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+ input_dict = {"question": question, "tag": tag}
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+ INPUT_INFO.append(input_dict)
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+ submit_button = gr.Button("Submit")
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+ plot = gr.Plot(label="Plot")
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+ submit_button.click(fn=validate_form, inputs=inputs, outputs=[plot], api_name="Submit")
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+ demo.launch()
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+
autism.yaml ADDED
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+ title: "Autism Spectrum"
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+ dimensions: 1
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+ x_left: "No Autism"
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+ x_right: "Autism"
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+ description_x_right: |
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+ Autism
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+ description_x_left: |
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+ No autism
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+ num_questions: 30
data.pkl ADDED
Binary file (3.65 kB). View file
 
requirements.txt ADDED
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+ aiofiles==23.2.1
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+ aiohttp==3.8.5
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+ aiosignal==1.3.1
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+ altair==5.1.1
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+ annotated-types==0.5.0
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+ anyio==3.7.1
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+ async-timeout==4.0.3
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+ attrs==23.1.0
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+ certifi==2023.7.22
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+ charset-normalizer==3.2.0
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+ click==8.1.7
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+ contourpy==1.1.0
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+ cycler==0.11.0
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+ fastapi==0.103.1
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+ ffmpy==0.3.1
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+ filelock==3.12.3
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+ fonttools==4.42.1
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+ frozenlist==1.4.0
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+ fsspec==2023.9.0
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+ gradio==3.43.2
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+ gradio_client==0.5.0
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+ h11==0.14.0
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+ httpcore==0.17.3
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+ httpx==0.24.1
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+ huggingface-hub==0.16.4
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+ idna==3.4
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+ importlib-resources==6.0.1
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+ Jinja2==3.1.2
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+ jsonschema==4.19.0
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+ jsonschema-specifications==2023.7.1
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+ kiwisolver==1.4.5
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+ MarkupSafe==2.1.3
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+ matplotlib==3.7.2
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+ multidict==6.0.4
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+ numpy==1.25.2
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+ openai==0.28.0
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+ orjson==3.9.7
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+ packaging==23.1
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+ pandas==2.1.0
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+ Pillow==10.0.0
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+ pydantic==2.3.0
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+ pydantic_core==2.6.3
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+ pydub==0.25.1
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+ pyparsing==3.0.9
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+ python-dateutil==2.8.2
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+ python-dotenv==1.0.0
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+ python-multipart==0.0.6
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+ pytz==2023.3.post1
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+ PyYAML==6.0.1
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+ referencing==0.30.2
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+ requests==2.31.0
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+ rpds-py==0.10.2
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+ semantic-version==2.10.0
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+ six==1.16.0
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+ sniffio==1.3.0
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+ starlette==0.27.0
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+ toolz==0.12.0
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+ tqdm==4.66.1
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+ typing_extensions==4.7.1
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+ tzdata==2023.3
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+ urllib3==2.0.4
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+ uvicorn==0.23.2
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+ websockets==11.0.3
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+ yarl==1.9.2