Regular Expressions 101

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An explanation of your regex will be automatically generated as you type.
Detailed match information will be displayed here automatically.
  • All Tokens
  • Common Tokens
  • General Tokens
  • Anchors
  • Meta Sequences
  • Quantifiers
  • Group Constructs
  • Character Classes
  • Flags/Modifiers
  • Substitution
  • A single character of: a, b or c
    [abc]
  • A character except: a, b or c
    [^abc]
  • A character in the range: a-z
    [a-z]
  • A character not in the range: a-z
    [^a-z]
  • A character in the range: a-z or A-Z
    [a-zA-Z]
  • Any single character
    .
  • Alternate - match either a or b
    a|b
  • Any whitespace character
    \s
  • Any non-whitespace character
    \S
  • Any digit
    \d
  • Any non-digit
    \D
  • Any word character
    \w
  • Any non-word character
    \W
  • Non-capturing group
    (?:...)
  • Capturing group
    (...)
  • Zero or one of a
    a?
  • Zero or more of a
    a*
  • One or more of a
    a+
  • Exactly 3 of a
    a{3}
  • 3 or more of a
    a{3,}
  • Between 3 and 6 of a
    a{3,6}
  • Start of string
    ^
  • End of string
    $
  • A word boundary
    \b
  • Non-word boundary
    \B

Regular Expression
No Match

/
/
gm

Test String

Code Generator

Language

Generated Code

# coding=utf8 # the above tag defines encoding for this document and is for Python 2.x compatibility import re regex = r"^<142>(?P<date>\w+\s+\d+)\s+(?P<time>[^ ]+)\s+(?P<server>\w+)\s+(?P<process_name>[a-z]+)\[(?P<process_number>\d+)[^ \n]* (?P<process_id>[^\|]+)\|(?P<message_id>[^\|]+)\|(?P<action>IRCPTACTION|VERDICT|UNTESTED|FIRED|SENDER|LOGICAL_IP|EHLO|MSG_SIZE|MSGID|SOURCE|SUBJECT|ORCPTS|TRACKERID|ATTACH|UNSCANNABLE|VIRUS|DELIVER|ACCEPT)(?:(?:(?<=ACCEPT|DELIVER|LOGICAL_IP)\|(?P<src>[^:\s]+)(?::(?P<port>[0-9]+))?(?:\|(?P<to>[^\s]+))?)|(?:(?<=FIRED|IRCPTACTION|ORCPTS|TRACKERID|UNTESTED|VERDICT)\|(?P<recipient>[^\s\|]+)(?:\|)?(?P<result>[a-z][^\|\s]+)?(?:\|(?P<result_2>[a-z][^\|]+))?(?:\|(?P<result_3>.+))?)|(?:(?<=SENDER)\|(?P<from>[^\s]+))|(?:(?<=MSG_SIZE)\|(?P<msg_size>\w+))|(?:(?<=SUBJECT)\|(?P<subject>.*))|(?:(?<=ATTACH)\|(?P<attachment>.+))|(?:(?<=UNSCANNABLE)\|(?P<reason>.+))|(?:(?<=VIRUS)\|(?P<virus_name>.+))|(?:(?<=EHLO)\|(?P<fqdn>.+)))?" test_str = ("<142>Sep 20 11:42:57 mailet25 ecelerity[27980]: 1470000077|d1a8001b-c3fff70000006d4c-e9-23158ffe73e|TRACKERID|local-user@domain.com|H4sIAAAAAAAAA3(...Large Hash...)Qgi8J7WY\n\n" "<142>Sep 21 10:18:14 mailet25 bmserver[53347]: 1470000094|d1a8001b-c3fff70000006d4c-04-23296a3db01|VERDICT|local-user@domain.com|none|smg quarantine|default\n\n" "<142>Sep 19 20:53:26 mailet25 bmserver[53347]: 1470000006|d1a8001b-c3fff70000006d4c-59-2308884a83b|VERDICT|local-user@domain.com|virus|default|virus: clean message (default)\n\n" "<142>Sep 21 10:05:13 mailet25 bmserver[53347]: 1470000012|d1a8001b-c3bff70000006d4c-08-2329391cc5f|VIRUS|trojan.bayrob!g12\n\n" "<142>Sep 21 09:12:38 mailet25 bmserver[53347]: 1470000057|d1a8001b-c3bff70000006d4c-9e-23287459b57|UNSCANNABLE|malformed_mime\n\n" "<142>Sep 21 10:09:07 mailet25 bmserver[53347]: 1470000047|d1a8001b-c3bff70000006d4c-66-232948368ec|ATTACH|winmail.dat\n\n" "<142>Sep 21 10:02:07 mailet25 bmserver[53347]: 1470000027|d1a8001b-c3fff70000006d4c-f5-23292ddb824|SUBJECT|Email mail subject\n\n" "<142>Sep 21 09:55:51 mailet25 bmserver[53347]: 1470000050|d1a8001b-c3bff70000006d4c-e8-2329166bb24|MSG_SIZE|89730\n\n" "<142>Sep 21 09:50:50 mailet25 bmserver[53347]: 1470000049|d1a8001b-c3bff70000006d4c-ed-232903915b4|EHLO|mail.senderdomain.com\n\n" "<142>Sep 21 09:05:05 mailet25 bmserver[53347]: 1470000005|d1a8001b-c3fff70000006d4c-bd-232857b1bc1|LOGICAL_IP|10.10.10.10\n\n" "<142>Sep 21 08:50:56 mailet25 ecelerity[27980]: 1470000055|d1a8001b-c3fff70000006d4c-01-232822f71da|SENDER|foreign-sender@otherdomain.com\n\n" "<142>Sep 21 10:07:15 mailet25 ecelerity[27980]: 1474466835|d1a8001b-c3fff70000006d4c-b1-2329412d19a|ORCPTS|local-user@domain.com\n\n" "<142>Sep 21 08:23:10 mailet25 bmserver[53347]: 1470000090|d1a8001b-c3bff70000006d4c-a2-2327badd653|UNTESTED|local-user@domain.com|has_urls|dz_document|unscannable_pmc|content_500|content_100|content_600|content_200|content_300|content_520|content_521|content_400|freq_va|freq_dha|freq_sa|connection_class_0|connection_class_1|connection_class_2|connection_class_3|connection_class_4|connection_class_5|connection_class_6|connection_class_7|connection_class_8|connection_class_9|blockedlang|knownlang\n\n" "<142>Sep 20 13:44:12 mailet25 ecelerity[27980]: 1470000052|d1a8001b-c3fff70000006d4c-27-231756c7bb3|IRCPTACTION|<none>|msg_reject_other\n\n" "<142>Sep 20 16:20:35 mailet25 ecelerity[27980]: 1470000035|d1a8001b-c3bff70000006d4c-4c-2319a1340a6|IRCPTACTION|local-user@domain.com|deliver\n\n" "<142>Sep 20 13:44:13 mailet25 ecelerity[27980]: 1470000053|d10a8001b-c3abff70000006d4c-2e-231756df083|ACCEPT|10.10.10.10:61441\n\n" "<142>Sep 20 13:44:10 mailet25 ecelerity[27980]: 1470000050|d1a8001b-c3bff70000006d4c-22-23175683fce|DELIVER|10.10.10.10:25|local-user@domain.com \n\n" "<142>Sep 20 14:51:37 mailet25 bmserver[53347]: 140000097|d1a8001b-c3bff70000006d4c-cf-23185372e4b|SOURCE|external\n\n" "<142>Sep 20 15:52:55 mailet25 bmserver[53347]: 1470000075|d1a8001b-c3fff70000006d4c-21-2319397d270|FIRED|local-user@domain.com|none\n\n" "<142>Sep 20 16:16:20 mailet25 bmserver[53347]: 140000080|d1a8001b-c3bff70000006d4c-1c-23199123c15|VERDICT|local-user@domain.com|none|default|default\n\n" "<142>Sep 20 16:15:30 mailet25 bmserver[53347]: 1470000030|d1a8001b-c3abff70000006d4c-e2-23a198e2c348|VERDICT|local-user@domain.com|sys_allow_email|smg quarantine|static allow email address\n") matches = re.finditer(regex, test_str, re.MULTILINE) for matchNum, match in enumerate(matches, start=1): print ("Match {matchNum} was found at {start}-{end}: {match}".format(matchNum = matchNum, start = match.start(), end = match.end(), match = match.group())) for groupNum in range(0, len(match.groups())): groupNum = groupNum + 1 print ("Group {groupNum} found at {start}-{end}: {group}".format(groupNum = groupNum, start = match.start(groupNum), end = match.end(groupNum), group = match.group(groupNum))) # Note: for Python 2.7 compatibility, use ur"" to prefix the regex and u"" to prefix the test string and substitution.

Please keep in mind that these code samples are automatically generated and are not guaranteed to work. If you find any syntax errors, feel free to submit a bug report. For a full regex reference for Python, please visit: https://docs.python.org/3/library/re.html