🎉 First commit

src/front/main.py

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+"""
+Example file of interaction with the FastAPI server.
+
+Author
+------
+Nicolas Rojas
+"""
+
+# This script shows how to interact with the API serving the model
+# Given the context of this problem, a simple program sending a request makes
+# more sense than a graphical user interface, although building one with
+# libraries like gradio or streamlit would be trivial given the current script
+
+import requests
+
+ENDPOINT_URL = "http://localhost:8086/predict/"
+
+try:
+    data = {
+        "id": 0,
+        "age": 35.0,
+        "annual_income": 107770.0,
+        "credit_score": 331.0,
+        "loan_amount": 31580.0,
+        "loan_duration_years": 28,
+        "number_of_open_accounts": 13.0,
+        "had_past_default": 0,
+    }
+
+    response = requests.post(ENDPOINT_URL, json=data, timeout=30)
+    if response.status_code == 200:
+        print(response.json())
+    else:
+        print(f"Failed with status code: {response.status_code}")
+
+except requests.exceptions.RequestException as error:
+    print(f"Failed to connect to FastAPI server:\n{error}")