diff --git a/helper/convert_to_databricks.py b/helper/convert_to_databricks.py
index 8d3e90f..8d4312d 100644
--- a/helper/convert_to_databricks.py
+++ b/helper/convert_to_databricks.py
@@ -55,7 +55,8 @@ def findargs (contentstring, sourcepatterninit):
             updatedregex = initfunc + sourceappend
           else:  
             updatedregex = findfunction[0] + sourceappend
-          udpatedregexescapeuno = updatedregex.replace("(", "\(")
+          udpatedregexescapepre = updatedregex.replace("\\", "\\\\")   
+          udpatedregexescapeuno = udpatedregexescapepre.replace("(", "\(")
           udpatedregexescapedos = udpatedregexescapeuno.replace(")", "\)")
           udpatedregexescapedos = udpatedregexescapedos.replace("[", "\[")
           udpatedregexescapedos = udpatedregexescapedos.replace("]", "\]")
@@ -157,18 +158,13 @@ def parseparens(parsedstrings):
     for start, end in zip(indexdf["startindex"], indexdf["endindex"]):
       substring = silverstring[start:end + 1]
       indexdflist.append(substring)
-    tmpindexlist = []
-    for stringarg in indexdflist:
-      commaph = "#tmpcommaplaceholder"
-      substringargreplace = stringarg.replace(",", "#tmpcommaplaceholder")
-      removecomma = silverstring.replace(stringarg, substringargreplace)
-      silverstring = removecomma
-      tmpindexlist.append(removecomma)
     llave = silver["uniquekey"]  
-    listlengthindex = len(tmpindexlist)
+    listlengthindex = len(indexdflist)
     if listlengthindex > 0: 
-      lastelementindex = tmpindexlist[listlengthindex - 1]
-      platinumdict = {"target_string": lastelementindex, "uniquekey": llave }
+      stringarg = indexdflist[listlengthindex - 1]
+      substringargreplace = stringarg.replace(",", "#tmpcommaplaceholder")
+      removecomma = silverstring.replace(stringarg, substringargreplace)
+      platinumdict = {"target_string": removecomma, "uniquekey": llave }
       initlistplatiunum.append(platinumdict)
     else:
       platinumdict = {"target_string": silverstring, "uniquekey": llave }
diff --git a/helper/pierunner.py.py b/helper/pierunner.py.py
index 3a3427c..7991c5a 100644
--- a/helper/pierunner.py.py
+++ b/helper/pierunner.py.py
@@ -20,7 +20,7 @@
 # COMMAND ----------
 
 # MAGIC %sh
-# MAGIC python3 ./convert_to_databricks.py --sourcedb "redshift" --dir_path "redshift/" --parse_mode 'syntax' --parse_first 'syntax' --customdp "true" --onlypublishagg "true"
+# MAGIC python3 ./convert_to_databricks.py --sourcedb "redshift" --dir_path "redshift/" --parse_mode 'syntax' --parse_first 'syntax' --customdp "true" --onlypublishagg "true" --tmplogs 'true'
 
 # COMMAND ----------
 
diff --git a/models/redshift/customerrs.sql b/models/redshift/customerrs.sql
index 33878d6..5a5665b 100644
--- a/models/redshift/customerrs.sql
+++ b/models/redshift/customerrs.sql
@@ -22,6 +22,7 @@ select
     dlog10(c_acctbal) as actbalbaseten,
     dlog10(c_acctbal) as actbalbaseten,
     JSON_EXTRACT_PATH_TEXT('{"f2":{"f3":1},"f4":{"f5":99,"f6":"star"}}','f4', 'f6'),
+    JSON_EXTRACT_PATH_TEXT(NULLIF(REPLACE(REPLACE( REPLACE(related_videos, '\\', ''), '"{', ''), '}"', ''), ''), 'id')
     dexp(100),
     date_part(dow, 2008-01-05 14:00:00),
     hll_cardinality(expr),
@@ -37,7 +38,7 @@ select
     isnull(test, 'test_is_null') AS null_test_col,
     date_part(year, date(origination_date)) || '-' || 'Q' || floor(
             (date_part(month, date(origination_date)) - 1) / 3) + 1 as origination_quarter,
-    date_part(SECONDS, '2019-10-01 00:00:01.000001'::timestamp)
+    date_part(SECONDS, '2019-10-01 00:00:01.000001'::timestamp),
     first_value(
             case when colA = 2 then id2
             end ignore nulls