1 files changed, 39 insertions, 0 deletions
diff --git a/backend/microservice/api.py b/backend/microservice/api.py
new file mode 100644
index 00000000..4768f34c
--- /dev/null
+++ b/backend/microservice/api.py
@@ -0,0 +1,39 @@
+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
+import h5py
+from mlservice2 import unositok
+
+
+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':
+        print(request.json['filepath'])
+        f = request.json['filepath']
+
+        data1 = pd.read_csv(f)
+
+        d2=request.json['filepath2']
+        data2=pd.read_csv(d2)
+        
+        m=request.json['modelpath']
+        model=tf.keras.models.load_model(m)
+        
+        #print(data)
+        return unositok(data1,data2,request.json,model)
+app.run()
+\ No newline at end of file