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Sepsis-fastapi-prediction-app
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Abubakari commited on
Commit
e1afd8c
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1 Parent(s): 1ef167e

update

Browse files
Files changed (4) hide show
  1. main.py +3 -5
  2. static/index.html +0 -39
  3. static/script.js +0 -23
  4. static/style.css +0 -52
main.py CHANGED
@@ -1,15 +1,13 @@
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  import pandas as pd
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  import joblib
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- from fastapi import FastAPI, Request
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- from fastapi.staticfiles import StaticFiles
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- from fastapi.templating import Jinja2Templates
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  import uvicorn
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  import numpy as np
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  import os
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  app = FastAPI()
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- app.mount("/static", StaticFiles(directory="static"), name="static")
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- templates = Jinja2Templates(directory="templates")
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  def load_model():
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  cwd = os.getcwd()
 
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  import pandas as pd
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  import joblib
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+ from fastapi import FastAPI
 
 
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  import uvicorn
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  import numpy as np
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  import os
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  app = FastAPI()
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+ #app.mount("/static", StaticFiles(directory="static"), name="static")
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+ #templates = Jinja2Templates(directory="templates")
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  def load_model():
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  cwd = os.getcwd()
static/index.html DELETED
@@ -1,39 +0,0 @@
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- <!-- index.html -->
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- <html>
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- <head>
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- <link rel="stylesheet" type="text/css" href="/static/style.css">
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- </head>
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- <body>
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- <main>
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- <section id="sepsis-prediction">
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- <h2>Sepsis Prediction</h2>
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- <form action="/sepsis/predict" method="get">
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- <label for="PRG">PRG:</label>
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- <input type="number" name="PRG" step="any" required><br>
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- <label for="PL">PL:</label>
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- <input type="number" name="PL" step="any" required><br>
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- <label for="PR">PR:</label>
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- <input type="number" name="PR" step="any" required><br>
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- <label for="SK">SK:</label>
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- <input type="number" name="SK" step="any" required><br>
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- <label for="TS">TS:</label>
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- <input type="number" name="TS" step="any" required><br>
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- <label for="M11">M11:</label>
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- <input type="number" name="M11" step="any" required><br>
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- <label for="BD2">BD2:</label>
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- <input type="number" name="BD2" step="any" required><br>
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- <label for="Age">Age:</label>
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- <input type="number" name="Age" step="any" required><br>
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- <label for="Insurance">Insurance:</label>
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- <input type="number" name="Insurance" step="any" required><br>
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- <!-- Add other input fields for PL, PR, SK, TS, M11, BD2, Age, Insurance -->
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-
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- <button type="submit">Submit</button>
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- </form>
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- <p id="sepsis-result"></p>
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- </section>
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- </main>
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-
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- <script src="/static/script.js"></script>
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- </body>
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- </html>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
static/script.js DELETED
@@ -1,23 +0,0 @@
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- document.addEventListener('DOMContentLoaded', () => {
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- const form = document.querySelector('#sepsis-prediction form');
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- const result = document.querySelector('#sepsis-result');
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-
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- form.addEventListener('submit', async (event) => {
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- event.preventDefault();
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-
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- const formData = new FormData(form);
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- const urlParams = new URLSearchParams(formData);
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- const url = `/sepsis/predict?${urlParams.toString()}`;
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-
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- try {
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- const response = await fetch(url);
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- const data = await response.json();
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-
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- result.textContent = data.statement;
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- } catch (error) {
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- console.error('Error:', error);
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- result.textContent = 'An error occurred while processing the request.';
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- }
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- });
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- });
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-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
static/style.css DELETED
@@ -1,52 +0,0 @@
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- /* style.css */
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- body {
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- font-family: Arial, sans-serif;
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- margin: 0;
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- padding: 0;
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- }
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-
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- main {
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- max-width: 600px;
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- margin: 0 auto;
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- padding: 20px;
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- }
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-
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- h2 {
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- font-size: 24px;
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- margin-bottom: 10px;
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- }
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-
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- form {
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- margin-bottom: 20px;
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- }
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-
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- label {
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- display: block;
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- margin-bottom: 5px;
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- }
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-
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- input[type="number"] {
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- width: 100%;
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- padding: 10px;
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- margin-bottom: 10px;
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- border: 1px solid #ccc;
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- border-radius: 4px;
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- }
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-
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- button[type="submit"] {
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- padding: 10px 20px;
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- background-color: #4caf50;
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- color: white;
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- border: none;
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- border-radius: 4px;
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- cursor: pointer;
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- }
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-
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- button[type="submit"]:hover {
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- background-color: #45a049;
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- }
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-
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- #sepsis-result {
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- font-weight: bold;
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- }
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-