36_RegEx.py 4.6 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110
  1. import re
  2. # matching string
  3. pattern1 = "cat"
  4. pattern2 = "bird"
  5. string = "dog runs to cat"
  6. print(pattern1 in string) # True
  7. print(pattern2 in string) # False
  8. # regular expression
  9. pattern1 = "cat"
  10. pattern2 = "bird"
  11. string = "dog runs to cat"
  12. print(re.search(pattern1, string)) # <_sre.SRE_Match object; span=(12, 15), match='cat'>
  13. print(re.search(pattern2, string)) # None
  14. # multiple patterns ("run" or "ran")
  15. ptn = r"r[au]n" # start with "r" means raw string
  16. print(re.search(ptn, "dog runs to cat")) # <_sre.SRE_Match object; span=(4, 7), match='run'>
  17. # continue
  18. print(re.search(r"r[A-Z]n", "dog runs to cat")) # None
  19. print(re.search(r"r[a-z]n", "dog runs to cat")) # <_sre.SRE_Match object; span=(4, 7), match='run'>
  20. print(re.search(r"r[0-9]n", "dog r2ns to cat")) # <_sre.SRE_Match object; span=(4, 7), match='r2n'>
  21. print(re.search(r"r[0-9a-z]n", "dog runs to cat")) # <_sre.SRE_Match object; span=(4, 7), match='run'>
  22. # \d : decimal digit
  23. print(re.search(r"r\dn", "run r4n")) # <_sre.SRE_Match object; span=(4, 7), match='r4n'>
  24. # \D : any non-decimal digit
  25. print(re.search(r"r\Dn", "run r4n")) # <_sre.SRE_Match object; span=(0, 3), match='run'>
  26. # \s : any white space [\t\n\r\f\v]
  27. print(re.search(r"r\sn", "r\nn r4n")) # <_sre.SRE_Match object; span=(0, 3), match='r\nn'>
  28. # \S : opposite to \s, any non-white space
  29. print(re.search(r"r\Sn", "r\nn r4n")) # <_sre.SRE_Match object; span=(4, 7), match='r4n'>
  30. # \w : [a-zA-Z0-9_]
  31. print(re.search(r"r\wn", "r\nn r4n")) # <_sre.SRE_Match object; span=(4, 7), match='r4n'>
  32. # \W : opposite to \w
  33. print(re.search(r"r\Wn", "r\nn r4n")) # <_sre.SRE_Match object; span=(0, 3), match='r\nn'>
  34. # \b : empty string (only at the start or end of the word)
  35. print(re.search(r"\bruns\b", "dog runs to cat")) # <_sre.SRE_Match object; span=(4, 8), match='runs'>
  36. # \B : empty string (but not at the start or end of a word)
  37. print(re.search(r"\B runs \B", "dog runs to cat")) # <_sre.SRE_Match object; span=(8, 14), match=' runs '>
  38. # \\ : match \
  39. print(re.search(r"runs\\", "runs\ to me")) # <_sre.SRE_Match object; span=(0, 5), match='runs\\'>
  40. # . : match anything (except \n)
  41. print(re.search(r"r.n", "r[ns to me")) # <_sre.SRE_Match object; span=(0, 3), match='r[n'>
  42. # ^ : match line beginning
  43. print(re.search(r"^dog", "dog runs to cat")) # <_sre.SRE_Match object; span=(0, 3), match='dog'>
  44. # $ : match line ending
  45. print(re.search(r"cat$", "dog runs to cat")) # <_sre.SRE_Match object; span=(12, 15), match='cat'>
  46. # ? : may or may not occur
  47. print(re.search(r"Mon(day)?", "Monday")) # <_sre.SRE_Match object; span=(0, 6), match='Monday'>
  48. print(re.search(r"Mon(day)?", "Mon")) # <_sre.SRE_Match object; span=(0, 3), match='Mon'>
  49. # multi-line
  50. string = """
  51. dog runs to cat.
  52. I run to dog.
  53. """
  54. print(re.search(r"^I", string)) # None
  55. print(re.search(r"^I", string, flags=re.M)) # <_sre.SRE_Match object; span=(18, 19), match='I'>
  56. # * : occur 0 or more times
  57. print(re.search(r"ab*", "a")) # <_sre.SRE_Match object; span=(0, 1), match='a'>
  58. print(re.search(r"ab*", "abbbbb")) # <_sre.SRE_Match object; span=(0, 6), match='abbbbb'>
  59. # + : occur 1 or more times
  60. print(re.search(r"ab+", "a")) # None
  61. print(re.search(r"ab+", "abbbbb")) # <_sre.SRE_Match object; span=(0, 6), match='abbbbb'>
  62. # {n, m} : occur n to m times
  63. print(re.search(r"ab{2,10}", "a")) # None
  64. print(re.search(r"ab{2,10}", "abbbbb")) # <_sre.SRE_Match object; span=(0, 6), match='abbbbb'>
  65. # group
  66. match = re.search(r"(\d+), Date: (.+)", "ID: 021523, Date: Feb/12/2017")
  67. print(match.group()) # 021523, Date: Feb/12/2017
  68. print(match.group(1)) # 021523
  69. print(match.group(2)) # Date: Feb/12/2017
  70. match = re.search(r"(?P<id>\d+), Date: (?P<date>.+)", "ID: 021523, Date: Feb/12/2017")
  71. print(match.group('id')) # 021523
  72. print(match.group('date')) # Date: Feb/12/2017
  73. # findall
  74. print(re.findall(r"r[ua]n", "run ran ren")) # ['run', 'ran']
  75. # | : or
  76. print(re.findall(r"(run|ran)", "run ran ren")) # ['run', 'ran']
  77. # re.sub() replace
  78. print(re.sub(r"r[au]ns", "catches", "dog runs to cat")) # dog catches to cat
  79. # re.split()
  80. print(re.split(r"[,;\.]", "a;b,c.d;e")) # ['a', 'b', 'c', 'd', 'e']
  81. # compile
  82. compiled_re = re.compile(r"r[ua]n")
  83. print(compiled_re.search("dog ran to cat")) # <_sre.SRE_Match object; span=(4, 7), match='ran'>