Commit
•
08e403b
1
Parent(s):
d6bdedb
Update app/main.py
Browse files- app/main.py +47 -46
app/main.py
CHANGED
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@@ -65,52 +65,52 @@ class Patients(BaseModel):
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@app.get("/")
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def root():
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message = """
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"""
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return {
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"message": message.strip()
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@@ -118,6 +118,7 @@ def root():
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# Prediction endpoint
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@app.post("/predict")
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def predict_sepsis(patient: Patient):
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@app.get("/")
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def root():
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message = """
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Welcome to the Sepsis Prediction API!
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This API provides endpoints for predicting sepsis based on patient data.
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Endpoints:
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[GET] /
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Description: Root endpoint providing information about the API.
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[POST] /predict
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Description: Endpoint to make a single patient sepsis prediction.
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Input: JSON payload containing patient data.
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Example Payload:
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{
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"Blood_Work_R1": 123,
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"Blood_Pressure": 80,
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"Blood_Work_R3": 100,
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"BMI": 25.5,
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"Blood_Work_R4": 4.7,
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"Patient_age": 50
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}
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[POST] /predict_multiple
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Description: Endpoint to make sepsis predictions for multiple patients.
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Input: JSON payload containing an array of patient objects.
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Example Payload:
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{
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"all_patients": [
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{
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"Blood_Work_R1": 123,
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"Blood_Pressure": 80,
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"Blood_Work_R3": 100,
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"BMI": 25.5,
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"Blood_Work_R4": 4.7,
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"Patient_age": 50
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},
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{
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"Blood_Work_R1": 140,
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"Blood_Pressure": 90,
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"Blood_Work_R3": 95,
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"BMI": 27.2,
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"Blood_Work_R4": 5.2,
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"Patient_age": 45
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}
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]
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}
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"""
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return {
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"message": message.strip()
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# Prediction endpoint
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@app.post("/predict")
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def predict_sepsis(patient: Patient):
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