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"(?P<bucket_owner>[0-9a-z]{64})\s(?P<bucket>[^\s]+)\s\[(?P<times>[^\]]+)\]\s(?P<remote_ip>[^\s]+)\s(?P<requester>[^\s]+)\s(?P<request_id>[^\s]+)\s(?P<operation>[^\s]+)\s(?P<key>[^\s]+)\s\"(?P<request_uri>.*?)\"\s(?P<http_status>[^\s]+)\s(?P<error_code>[^\s]+)\s(?P<bytes_sent>[^\s]+)\s(?P<object_size>[^\s]+)\s(?P<total_time>[^\s]+)\s(?P<turen_around_time>[^\s]+)\s\"(?P<Referer>[^\"]+)\"\s\"(?P<user_agent>.*?)\"\s(?P<version_id>[^\s]+)\s(?P<host_id>[^\s]+)\s(?P<sig_version>[^\s]+)\s(?P<cypher_id>[^\s]+)\s(?P<auth_type>[^\s]+)\s(?P<host_heaser>[^\s]+)\s(?P<tls_version>[^\s]+)" test_str = ("1234567890abcdefb6dbc56f666f90007236c16e851616eb11dfffffffffffff amir-blog-logs [15/Jan/2020:18:54:55 +0000] 154.40.7.1 arn:aws:iam::111:user/awslogsdelivery+s3_eu-west-1 237122D309CCCCCC REST.PUT.OBJECT AWSLogs/597078111111/vpcflowlogs/eu-west-1/2020/01/15/123456789012_vpcflowlogs_eu-west-1_fl-083687d6894d7105c_20200115T1850Z_2c454915.log.gz \"PUT /AWSLogs/111/vpcflowlogs/eu-west-1/2020/01/15/000_vpcflowlogs_eu-west-1_fl-083687d6894d7105c_20200000T1850Z_2c454915.log.gz HTTP/1.1\" 200 - - 14654 251 35 \"-\" \"aws-internal/3 aws-sdk-java/1.11.690 Linux/4.9.184-0.1.ac.2.8.329.metal1.x86_64 OpenJDK_64-Bit_Server_VM/25.232-b09 java/1.8.0_232 vendor/Oracle_Corporation\" - 9LaQV8A4UxoNv8xv4kkdZNF+IJ9uBYP/GACxBYO12345678900987654321/37e6Iw= SigV4 ECDHE-RSA-AES128-SHA AuthHeader amir-blog-logs.s3.us-east-2.amazonaws.com TLSv1.2\n\n" "1234567890abcdefb6dbc56f666f90007230000e851616eb11dfffffffffffff amir-blog-logs [27/Apr-last\":\"2020:17:38:46 +0000] 154.40.7.1 arn:aws:sts::123456789001:assumed-role/S3ReadOnly/S3Coralogix AA8B4A2DECEC091E REST.GET.OBJECT AWSLogs-last\":\"123456789001/vpcflowlogs/eu-west-1-last\":\"2020-last\":\"04-last\":\"27-last\":\"123456789001_vpcflowlogs_eu-west-1_fl-083687d6123105c_202T1725Z_ef8cb23d.log.gz \"GET /AWSLogs-last\":\"123456789001/vpcflowlogs/eu-west-1-last\":\"2020-last\":\"04-last\":\"27-last\":\"123456789001_vpcflowlogs_eu-west-1_fl-083687d6894d7105c_1234567890015Z_ef23d.log.gz HTTP-last\":\"1.1\" 200 - 1340 1340 55 54 \"-\" \"aws-sdk-nodejs-last\":\"2.188.0 linux/v10.19.0 exec-env/AWS_Lambda_nodejs10.x callback\" - LEmyJtO7loyY36UWTsCEDy/JjMezg3r9Q8ABCD+LZz4RBHwneZ9Ag1K/T/d/d9/ZrI8C0= SigV4 ECDHE-RSA-AES128-GCM-SHA256 AuthHeader amir-blog-logs.s3.us-east-2.amazonaws.com TLSv1.2") 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