Commit
•
d6bdedb
1
Parent(s):
c685bff
improving my root endpoint
Browse files- app/main.py +50 -19
app/main.py
CHANGED
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@@ -64,29 +64,60 @@ class Patients(BaseModel):
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# Root Endpoint
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@app.get("/")
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def root():
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return {
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"message":
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"description": "This API provides endpoints for predicting sepsis based on patient data.",
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"endpoints": [
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{
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"url": "/",
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"method": "GET",
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"description": "Root endpoint providing information about the API."
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},
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{
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"url": "/predict",
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"method": "POST",
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"description": "Endpoint to make a single patient sepsis prediction."
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},
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{
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"url": "/predict_multiple",
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"method": "POST",
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"description": "Endpoint to make sepsis predictions for multiple patients."
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}
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]
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}
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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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# Root Endpoint
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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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}
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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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