update null printer

src/models/esmm/fe/diary_fe.py

@@ -144,10 +144,12 @@ def join_features(device_df, diary_df, cc_df):
     df["p2"] = df["projects"].apply(lambda x: nth_element(x, 1))
     df["p3"] = df["projects"].apply(lambda x: nth_element(x, 2))
 
-    print("df:")
+    print("joined df: " + str(df.shape))
     nullseries = df.isnull().sum()
-    print(nullseries[nullseries > 0])
-    print(df.shape)
+    nulls = nullseries[nullseries > 0]
+    if nulls.any():
+        print(nulls)
+        print("!!!!!!!!!!!!!!!!!!!!!!\n")
 
     drop_columns = [
         "cl_id", "first_demands_x", "first_demands_y", "first_demands", "second_demands_x", "second_demands_y", "second_demands",

src/models/esmm/fe/tractate_fe.py

@@ -145,9 +145,12 @@ def join_features(device_df, tractate_df, cc_df):
     df["p2"] = df["projects"].apply(lambda x: nth_element(x, 1))
     df["p3"] = df["projects"].apply(lambda x: nth_element(x, 2))
 
-    print("df:")
+    print("joined df: " + str(df.shape))
     nullseries = df.isnull().sum()
-    print(nullseries[nullseries > 0])
+    nulls = nullseries[nullseries > 0]
+    if nulls.any():
+        print(nulls)
+        print("!!!!!!!!!!!!!!!!!!!!!!\n")
     print(df.shape)
 
     drop_columns = [