diff --git a/e2e/lib/log2timestampcsv.py b/e2e/lib/log2timestampcsv.py
new file mode 100755
index 00000000..41a42497
--- /dev/null
+++ b/e2e/lib/log2timestampcsv.py
@@ -0,0 +1,142 @@
+#!/usr/bin/env python3
+
+#   Copyright (c) 2023 The Nephio Authors.
+#
+#   Licensed under the Apache License, Version 2.0 (the "License"); you may
+#   not use this file except in compliance with the License. You may obtain
+#   a copy of the License at
+#
+#        http://www.apache.org/licenses/LICENSE-2.0
+#
+#   Unless required by applicable law or agreed to in writing, software
+#   distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#   WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#   License for the specific language governing permissions and limitations
+#   under the License.
+#
+
+import sys
+import re
+import datetime
+import argparse
+
+DEFAULT_SLOW_DELAY = 120
+
+def get_log_lines(file_name):
+  if file_name != None:
+    try:
+      log_file = open(file_name)
+    except:
+      print("could not open file " + file_name)
+      return(None)
+  else:
+    log_file = sys.stdin
+
+  try:
+    log_lines = log_file.readlines()
+    return log_lines
+  except:
+    print("could not read file " + file_name)
+    return(None)
+
+def split_in_two(in_string, delimiter):
+  in_string_split = in_string.split(delimiter)
+
+  if len(in_string_split) > 2:
+    two_element_split =  []
+    two_element_split.append(in_string_split[0])
+    two_element_split.append(''.join(in_string_split[1:]))
+    return two_element_split
+  else:
+    return in_string_split
+
+def parse_log_lines(log_lines):
+  csv_lines = []
+
+  for log_line in log_lines:
+    log_line = log_line.strip().replace("\x1b", "")
+
+    if re.search("\\[0m \\[0m[0-9][0-9]:[0-9][0-9]:[0-9][0-9] - [A-Z]*: ", log_line):
+      log_line_split = split_in_two(log_line, "):[0m [0m")
+      timestamped_line = ''.join(log_line_split[1:])
+
+      csv_elements = []
+
+      first_split = split_in_two(timestamped_line, " - ")
+      csv_elements.append(first_split[0])
+
+      second_split = split_in_two(first_split[1], ": ")
+      csv_elements.extend(second_split)
+
+      csv_lines.append(csv_elements)
+
+  return csv_lines
+
+def operation_time(last_timestamp, this_timestamp):
+  lh,lm,ls = last_timestamp.split(':')
+  last_datetime = datetime.timedelta(hours=int(lh),minutes=int(lm),seconds=int(ls)).total_seconds()
+
+  th,tm,ts = this_timestamp.split(':')
+  this_datetime = datetime.timedelta(hours=int(th),minutes=int(tm),seconds=int(ts)).total_seconds()
+
+  time_difference = this_datetime - last_datetime
+  if time_difference < 0:
+    time_difference = time_difference + 86400
+
+  return time_difference
+
+def add_timestamp_check(csv_lines, slow_delay):
+  last_timestamp = csv_lines[0][0]
+
+  current_lineno = 1
+  csv_lines[0].append(0)
+  csv_lines[0].append("no")
+
+  while current_lineno < len(csv_lines):
+    delay = operation_time(csv_lines[current_lineno-1][0], csv_lines[current_lineno][0])
+    csv_lines[current_lineno].append(int(delay))
+
+    if delay < slow_delay:
+      csv_lines[current_lineno].append("no")
+    else:
+      csv_lines[current_lineno].append("yes")
+
+    current_lineno += 1
+
+  return csv_lines
+
+def print_csv_lines(csv_lines):
+  for csv_line in csv_lines:
+    print(csv_line[0] + ',' + csv_line[1] + ",\"" + csv_line[2] + "\"," + str(csv_line[3]) + "," + csv_line[4])
+
+  return csv_lines
+
+parser = argparse.ArgumentParser(
+  'log2timestampcsv',
+  'Parses timestamp entries from a Nephio end to end test log'
+)
+parser.add_argument(
+  "-f",
+  "--file-name",
+  help="the name of the file containing the e2e test log, program uses standard input if omitted",
+  required=False
+)
+parser.add_argument(
+  "-d",
+  "--delay-slow",
+  help="The difference in seconds between log entries, any entry matching or greater than this value is considered slow, defaults to " + str(DEFAULT_SLOW_DELAY) + " seconds",
+  default=DEFAULT_SLOW_DELAY,
+  required=False
+)
+
+args = parser.parse_args()
+
+log_lines = get_log_lines(args.file_name)
+
+if log_lines is None:
+  exit(1)
+
+csv_lines = parse_log_lines(log_lines)
+csv_lines = add_timestamp_check(csv_lines, args.delay_slow)
+
+print_csv_lines(csv_lines)