Merge branch 'dev' of http://gitlab.pmf.kg.ac.rs/igrannonica/neuronstellar into dev

1 files changed, 28 insertions, 0 deletions

diff --git a/backend/microservice/api.py b/backend/microservice/api.py
new file mode 100644
index 00000000..b2fb503b
--- /dev/null
+++ b/backend/microservice/api.py
@@ -0,0 +1,28 @@
+from copyreg import constructor
+import flask
+from flask import request, jsonify, render_template
+from sklearn.preprocessing import LabelEncoder
+import tensorflow as tf
+import pandas as pd
+import keras
+import csv
+import json
+import mlservice
+from mlservice import obuka
+
+app = flask.Flask(__name__)
+app.config["DEBUG"] = True
+
+
+@app.route('/', methods = ['GET', 'POST'])
+def index():
+    return render_template('index.html')
+
+@app.route('/data', methods = ['GET', 'POST'])
+def data():
+    if request.method == 'POST':
+        f = request.json['filepath']  
+        data = pd.read_csv(f)
+        print(data)
+        return obuka(data,request.json)
+app.run()
\ No newline at end of file