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
Processing...

Test String

Code Generator

Language

Generated Code

import re regex = re.compile(r"^\[(?<log_time>[^\]]*)\] (?<log_level>[^ ]*) \[(?<log_id>[^ ]*)\] (?<log_req>[^ ]*) (?<log_stash>[^ ]*) (?:[^ ]* \")(?<log_ip>[^ ]*)\"\, (?:[^ ]* \")(?<log_user>[^ ]*)\"\, (?:[^ ]* \")(?<log_method>[^ ]*) (?<log_url>[^ ]*) (?<log_httpver>[^ ]*)\, (?:[^ ]* \")(?<log_response_status>[^ ]*)\"\, (?:[^ ]* \")(?<log_response_bytes>[^ ]*)\"\, (?:[^ ]* \")(?<log_referer>[^ ]*)\"\, (?:[^ ]* )\"(?<log_user_agent>.*?[^\\])\"\, \"(.*?[^\\])\"\: \"(?<log_device>.*?[^\\])\"\, \"(.*?[^\\])\"\: \"(?<log_locale>.*?[^\\])\"\}", flags=re.MULTILINE) test_str = ("[2022-10-18 07:57:29,897 +0000] INFO [qtp698784309-26] RequestLog: - {\"address\": \"127.0.0.1\", \"user\": \"-\", \"request\": \"GET /op/123 HTTP/1.1\", \"response_status\": \"200\", \"response_bytes\": \"321\", \"referer\": \"-\", \"user_agent\": \"node-fetch/1.0 (+https://github.com/bitinn/node-fetch)\", \"device_type\": \"-\", \"locale\": \"-\"}\n") match = regex.search(test_str) if match: print(f"Match was found at {match.start()}-{match.end()}: {match.group()}") for group_num, group in enumerate(match.groups(), start=1): print(f"Group {group_num} found at {match.start(group_num)}-{match.end(group_num)}: {group}")

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