Spaces:
Running
Running
feat: add res
Browse files- .gitattributes +5 -0
- README.md +3 -14
- app.py +3 -73
- requirements.txt +3 -3
- res/example.png +3 -0
- res/ptbxl_database.csv +3 -0
.gitattributes
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@@ -33,3 +33,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md
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colorFrom: yellow
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colorTo: purple
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sdk: gradio
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sdk_version: 5.0.1
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app_file: app.py
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pinned: false
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license: apache-2.0
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short_description: Alfred Demo
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---
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An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
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version https://git-lfs.github.com/spec/v1
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oid sha256:c44d044e074ff03b22bd5bba6429e266c26f3dea6c4e3cdf3abd9f70a7938439
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app.py
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import requests
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from matplotlib.image import imread
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ALFRED_URL = "http://192.168.1.202:8090"
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selected_columns = ["ecg_id", "patient_id", "age", "sex", "scp_codes", "report"]
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ptbxl_df = pd.read_csv("./res/ptbxl_database.csv")
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ptbxl_df = ptbxl_df[selected_columns]
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def get_ecg_id_from_dataframe(df: pd.DataFrame, evt: gr.SelectData):
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return evt.row_value[0]
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def get_ecg_image_from_dataframe(ecg_id):
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response = requests.post(
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f"{ALFRED_URL}/hf_demo/ptbxl_to_image",
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params={"ecg_id": ecg_id},
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)
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response.raise_for_status()
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return imread(BytesIO(response.content))
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def get_alfred_from_dataframe(ecg_id):
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response = requests.post(
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f"{ALFRED_URL}/hf_demo/alfred",
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params={"ecg_id": ecg_id},
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)
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response.raise_for_status()
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return response.json()
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with gr.Blocks() as demo:
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with gr.Tab("Example"):
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with gr.Row():
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gr_df = gr.Image(
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value="./res/example.png",
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interactive=False,
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type="filepath",
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label="This is an example screen. The service is not fully operational yet due to DNS issues. Please wait a moment.",
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)
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with gr.Tab("Coming Soon"):
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with gr.Row():
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gr_df = gr.Dataframe(
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value=ptbxl_df,
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interactive=False,
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max_height=200,
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label="All PTB-XL v1.3.0 data (https://physionet.org/content/ptb-xl/1.0.3/ptbxl_database.csv). You can refer to the following URL(https://physionet.org/content/ptb-xl/1.0.3/scp_statements.csv) to understand what 'scp_codes' represent.",
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)
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with gr.Row():
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ecg_id_output = gr.Textbox(label="The selected ecg_id is")
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with gr.Row():
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ecg_viewer = gr.Image(interactive=False, label="The selected ecg is")
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with gr.Row():
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alfred_result = gr.JSON(value={}, label="Alfred said that")
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gr_df.select(fn=get_ecg_id_from_dataframe, inputs=gr_df, outputs=ecg_id_output)
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ecg_id_output.change(
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fn=get_ecg_image_from_dataframe, inputs=ecg_id_output, outputs=ecg_viewer
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)
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ecg_id_output.change(
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fn=get_alfred_from_dataframe, inputs=ecg_id_output, outputs=alfred_result
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)
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demo.launch()
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version https://git-lfs.github.com/spec/v1
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oid sha256:d6359e262aae36aec6373e8eb20498628b038369563ee54db01a9532f33db93d
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size 2356
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requirements.txt
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version https://git-lfs.github.com/spec/v1
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oid sha256:bfbc47c2455bc1a306bb2ee618c96b9bc1c325ff8314f0e49ee93454726553d9
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size 55
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res/example.png
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Git LFS Details
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res/ptbxl_database.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:7600de9c1b27d181d850b3c6038a35d7c3ddb6bb33b702e3a20252a6859d216b
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size 6594879
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