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authorNevena Bojovic <nenabojov@gmail.com>2022-03-20 21:11:18 +0100
committerNevena Bojovic <nenabojov@gmail.com>2022-03-20 21:11:18 +0100
commit34254357ea1a6c15b386162b63eb451e91895c9d (patch)
tree24ef2b6d529cf81d0be0e2efd56e9e4c474f4806 /backend/microservice/api.py
parent1f4d193f475c627cd06989188ca98ba12da368a5 (diff)
Doradjeni grafici.
Diffstat (limited to 'backend/microservice/api.py')
-rw-r--r--backend/microservice/api.py28
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