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

/
/
gmi

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"(SELECT|DELETE)(?:\s*\/\*.*\*\/\s*?)*\s+FROM*\s+([^\s\/*;]+)?|(?:(?:(CREATE|ALTER|DROP)(?:(?:\s*\/\*.*\*\/\s*?)*\s+OR(?:\s*\/\*.*\*\/\s*?)*\s+(REPLACE))?)(?:\s*\/\*.*\*\/\s*?)*\s+TABLE(?:(?:\s*\/\*.*\*\/\s*?)*\s+IF(?:\s*\/\*.*\*\/\s*?)*\s+EXISTS)?|(UPDATE)|(ALTER)|(INSERT)(?:\s*\/\*.*\*\/\s*?)*\s+(?:INTO?))(?:\s*\/\*.*\*\/\s*?)*\s+([^\s\/*;]+)|(?:(REPLACE)(?:\s*\/\*.*\*\/\s*?)*\s+(?:INTO?))(?:\s*\/\*.*\*\/\s*?)*\s+([^\s\/*;]+)(?:\s*\/\*.*\*\/\s*?)*\s+([^\s\/*;]+)" test_str = ("DROP TABLE IF EXISTS tbl1; CREATE TABLE tbl1 ...\n" "CREATE TABLE tbl1 ...\n" "CREATE OR REPLACE TABLE tbl1 ...\n" "INSERT /*some comment*/ INTO tbl2 ...\n" "INSERT /*some comment*/ INTO tbl2 ...\n" "UPDATE tbl3 SET col1 = ...\n" "/*some garbage comments*/ UPDATE tbl3 SET col1 = ... \n" "DELETE from tbl4 ...\n" "select from select_table insert into table_ttt\n" "alter table alter_table \n" "#1 some optional statements like CREATE /*some comments*/ TABLE table_name everything else\n" "#1 some optional statements like CREATE /*some comments*/ OR REPLACE TABLE table_name everything else\n" "#2 some optional statements like INSERT /*some comments*/ INTO /*some comments*/ table_name\n" "#3 some optional statements like UPDATE /*some comments*/ table_name everything else") matches = re.finditer(regex, test_str, re.MULTILINE | re.IGNORECASE) 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