change eps and minsamplkes

api/routes/clusterRoute.py

@@ -1,13 +1,31 @@
 from app import app
 from flask import request, jsonify
+
+CONFIG = {
+    "day": {
+        "eps": 0.2,
+        "min_samples": 5
+    },
+    "week": {
+        "eps": 0.1,
+        "min_samples": 7
+    },
+    "month": {
+        "eps": 0.1,
+        "min_samples": 7,
+    },
+}
+
 @app.route('/api/cluster', methods=['POST'])
 def cluster():
     data = request.get_json()
     embeddings = data['embeddings']
+    duration = data['duration']
     from sklearn.cluster import DBSCAN
     import numpy as np
     try:
-        dbscan = DBSCAN(eps=0.2, min_samples=5, metric='cosine', n_jobs=-1)
+        
+        dbscan = DBSCAN(eps=CONFIG[duration]['eps'], min_samples=CONFIG[duration]['min_samples'], metric='cosine', n_jobs=-1)
         embeddings_array = np.array(embeddings)
         labels = dbscan.fit_predict(embeddings_array)
         labels = labels.tolist()