diff --git a/cs105_lab2_apache_log.dbc b/cs105_lab2_apache_log.dbc
index 8bdc3f8..112090f 100644
Binary files a/cs105_lab2_apache_log.dbc and b/cs105_lab2_apache_log.dbc differ
diff --git a/cs105_lab2_apache_log.py b/cs105_lab2_apache_log.py
index b24a202..f450f28 100644
--- a/cs105_lab2_apache_log.py
+++ b/cs105_lab2_apache_log.py
@@ -539,7 +539,7 @@ def parse_clf_time(s):
 
 paths_counts = (paths_df
                 .select('path', 'count')
-                .map(lambda r: (r[0], r[1]))
+                .rdd.map(lambda r: (r[0], r[1]))
                 .collect())
 
 paths, counts = zip(*paths_counts)
@@ -726,7 +726,7 @@ def parse_clf_time(s):
 
 # TEST Number of unique daily hosts (4c)
 daily_hosts_list = (daily_hosts_df
-                    .map(lambda r: (r[0], r[1]))
+                    .rdd.map(lambda r: (r[0], r[1]))
                     .take(30))
 
 Test.assertEquals(day_to_host_pair_df.count(), total_log_entries, 'incorrect row count for day_to_host_pair_df')