From 7bf011912c44af3d3b220d70b352d183d0b91f49 Mon Sep 17 00:00:00 2001
From: Josep Maria Salvia Hornos <josh.salvia@gmail.com>
Date: Tue, 14 Nov 2023 09:54:14 +0100
Subject: [PATCH] Ignore on onehotencoder fixes synthetizer unknown category
 errors

---
 sdmetrics/utils.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sdmetrics/utils.py b/sdmetrics/utils.py
index 30e56ebe..b50713ad 100644
--- a/sdmetrics/utils.py
+++ b/sdmetrics/utils.py
@@ -158,7 +158,7 @@ def fit(self, data):
             elif kind == 'O':
                 # Categorical column.
                 col_data = pd.DataFrame({'field': data[field]})
-                enc = OneHotEncoder()
+                enc = OneHotEncoder(handle_unknown='ignore')
                 enc.fit(col_data)
                 self.column_transforms[field] = {'one_hot_encoder': enc}
             elif kind == 'M':