Updated string to numeric conversions in Prophet to use locale settings.

Signed-off-by: Nabeel <Nabeel.Asif@qlik.com>

core/__main__.py

@@ -5,6 +5,7 @@
 import os
 import sys
 import time
+import locale
 from concurrent import futures
 
 # Add Generated folder to module path.
@@ -27,6 +28,8 @@
 _ONE_DAY_IN_SECONDS = 60 * 60 * 24
 _MINFLOAT = float('-inf')
 
+# Set the locale for number formatting based on user settings
+locale.setlocale(locale.LC_NUMERIC, '')
 
 class ExtensionService(SSE.ConnectorServicer):
     """

core/_clustering.py

@@ -13,9 +13,6 @@
 PARENT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
 sys.path.append(os.path.join(PARENT_DIR, 'generated'))
 
-# Set the locale for number formatting based on user settings
-locale.setlocale(locale.LC_NUMERIC, '')
-
 class HDBSCANForQlik:
     """
     A class to implement the HDBSCAN clustering library for Qlik.

core/_prophet.py

@@ -2,6 +2,7 @@
 import sys
 import time
 import string
+import locale
 import numpy as np
 import pandas as pd
 from fbprophet import Prophet
@@ -165,7 +166,7 @@ def init_seasonality(cls, request):
         request_df = pd.DataFrame([p.split(":") for p in pairs], columns=['ds', 'y'])
 
         # Convert strings to numeric values, replace conversion errors with Null values
-        request_df = request_df.apply(pd.to_numeric, errors='coerce')         
+        request_df = request_df.applymap(lambda s: locale.atof(s) if s else np.NaN)      
 
         # Check if the holidays column is populated
         if len(holidays) > 0: