Merge pull request #17 from parcaster/use_features_from_timestamp

Use features from timestamp

.gitignore

@@ -1,3 +1,6 @@
+# Swiss meteo request
+.cache.sqlite
+
 # Created by https://www.toptal.com/developers/gitignore/api/python,visualstudiocode,pycharm+all,flask,windows,macos,linux
 # Edit at https://www.toptal.com/developers/gitignore?templates=python,visualstudiocode,pycharm+all,flask,windows,macos,linux
 

Procfile

@@ -1 +1 @@
-web: cd deploy && gunicorn app:app
+web: gunicorn app:app

app.py

@@ -0,0 +1,31 @@
+import json
+from flask import Flask, jsonify, request
+from deploy.single_prediction import SinglePrediction
+
+app = Flask(__name__)
+single_prediction = SinglePrediction("deploy/model_scripted.pt", "data/preprocessing/raw_features_2024.csv")
+
+
+@app.route('/')
+def hello():
+    return 'Hello World!'
+
+
+@app.route('/metadata')
+def metadata():
+    metadata_json = json.load(open("data/metadata/metadata.json"))
+    return metadata_json
+
+
+@app.route('/predict', methods=['POST'])
+def predict():
+    if request.method == 'POST':
+        date = request.json['date']
+        print(date)
+
+        output_dicts = single_prediction.predict_for_date(date)
+        return jsonify(output_dicts)
+
+
+if __name__ == '__main__':
+    app.run()