Mulitple predictions

README.md

@@ -93,3 +93,5 @@ on:
 - install dependencies from file: `pip install -r requirements.txt`
 - install single pandas dependency `pip install pandas`
 - checkout git branch (if exists) or create a new one (if it does not exist): `git checkout foo 2>/dev/null || git checkout -b foo`, see https://stackoverflow.com/questions/26961371/switch-on-another-branch-create-if-not-exists-without-checking-if-already-exi
+
+- https://stackoverflow.com/questions/37362971/how-to-allow-post-method-with-flask

api.py

@@ -59,4 +59,13 @@ def stuff():
             'result': prediction.item(0)
         }
 
-    return Response('Please provide all neccessary parameters to get a prediction: zylinder, ps, gewicht, beschleunigung, baujahr', mimetype='application/json')
+    return Response('Please provide all neccessary parameters to get a prediction: zylinder, ps, gewicht, beschleunigung, baujahr', mimetype='application/json')
+
+@app.route('/predict_multiple', methods = ['POST'])
+def predict_multiple():
+    content = request.get_json(silent=True)
+    print('request body:', content)
+
+    return {
+        'result': 'blabla'
+    }

call_api.py

@@ -0,0 +1,11 @@
+import requests
+
+url = 'http://127.0.0.1:5000/predict_multiple'
+myobj = [
+            {"input_1": "133", "input_2": "blabla"}, 
+            {"input_1": "200", "input_2": "200 blabla"},
+        ]
+
+x = requests.post(url, json=myobj)
+
+print(x.text)