update
Browse files- Dockerfile +1 -0
- main.py +5 -1
- static/index.html +23 -0
- static/style.css +52 -0
Dockerfile
CHANGED
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@@ -6,6 +6,7 @@ COPY ./requirements.txt /code/requirements.txt
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RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
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COPY . .
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# Expose the port on which the application will run
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RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
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COPY ./static /code/static
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COPY . .
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# Expose the port on which the application will run
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main.py
CHANGED
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@@ -1,11 +1,15 @@
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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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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, 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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static/index.html
ADDED
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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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<!-- Add other input fields for PL, PR, SK, TS, M11, BD2, Age, Insurance -->
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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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<script src="/static/script.js"></script>
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</body>
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</html>
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static/style.css
ADDED
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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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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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h2 {
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font-size: 24px;
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margin-bottom: 10px;
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}
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form {
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margin-bottom: 20px;
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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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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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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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button[type="submit"]:hover {
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background-color: #45a049;
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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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