Best way to replace multiple characters in a string?
Simply chain the replace
functions like this
strs = "abc&def#ghi"
print strs.replace('&', '\&').replace('#', '\#')
# abc\&def\#ghi
If the replacements are going to be more in number, you can do this in this generic way
strs, replacements = "abc&def#ghi", {"&": "\&", "#": "\#"}
print "".join([replacements.get(c, c) for c in strs])
# abc\&def\#ghi
Replacing two characters
I timed all the methods in the current answers along with one extra.
With an input string of abc&def#ghi
and replacing & -> \& and # -> \#, the fastest way was to chain together the replacements like this: text.replace('&', '\&').replace('#', '\#')
.
Timings for each function:
- a) 1000000 loops, best of 3: 1.47 μs per loop
- b) 1000000 loops, best of 3: 1.51 μs per loop
- c) 100000 loops, best of 3: 12.3 μs per loop
- d) 100000 loops, best of 3: 12 μs per loop
- e) 100000 loops, best of 3: 3.27 μs per loop
- f) 1000000 loops, best of 3: 0.817 μs per loop
- g) 100000 loops, best of 3: 3.64 μs per loop
- h) 1000000 loops, best of 3: 0.927 μs per loop
- i) 1000000 loops, best of 3: 0.814 μs per loop
Here are the functions:
def a(text):
chars = "&#"
for c in chars:
text = text.replace(c, "\\" + c)
def b(text):
for ch in ['&','#']:
if ch in text:
text = text.replace(ch,"\\"+ch)
import re
def c(text):
rx = re.compile('([&#])')
text = rx.sub(r'\\\1', text)
RX = re.compile('([&#])')
def d(text):
text = RX.sub(r'\\\1', text)
def mk_esc(esc_chars):
return lambda s: ''.join(['\\' + c if c in esc_chars else c for c in s])
esc = mk_esc('&#')
def e(text):
esc(text)
def f(text):
text = text.replace('&', '\&').replace('#', '\#')
def g(text):
replacements = {"&": "\&", "#": "\#"}
text = "".join([replacements.get(c, c) for c in text])
def h(text):
text = text.replace('&', r'\&')
text = text.replace('#', r'\#')
def i(text):
text = text.replace('&', r'\&').replace('#', r'\#')
Timed like this:
python -mtimeit -s"import time_functions" "time_functions.a('abc&def#ghi')"
python -mtimeit -s"import time_functions" "time_functions.b('abc&def#ghi')"
python -mtimeit -s"import time_functions" "time_functions.c('abc&def#ghi')"
python -mtimeit -s"import time_functions" "time_functions.d('abc&def#ghi')"
python -mtimeit -s"import time_functions" "time_functions.e('abc&def#ghi')"
python -mtimeit -s"import time_functions" "time_functions.f('abc&def#ghi')"
python -mtimeit -s"import time_functions" "time_functions.g('abc&def#ghi')"
python -mtimeit -s"import time_functions" "time_functions.h('abc&def#ghi')"
python -mtimeit -s"import time_functions" "time_functions.i('abc&def#ghi')"
Replacing 17 characters
Here's similar code to do the same but with more characters to escape (\`*_{}>#+-.!$):
def a(text):
chars = "\\`*_{}[]()>#+-.!$"
for c in chars:
text = text.replace(c, "\\" + c)
def b(text):
for ch in ['\\','`','*','_','{','}','[',']','(',')','>','#','+','-','.','!','$','\'']:
if ch in text:
text = text.replace(ch,"\\"+ch)
import re
def c(text):
rx = re.compile('([&#])')
text = rx.sub(r'\\\1', text)
RX = re.compile('([\\`*_{}[]()>#+-.!$])')
def d(text):
text = RX.sub(r'\\\1', text)
def mk_esc(esc_chars):
return lambda s: ''.join(['\\' + c if c in esc_chars else c for c in s])
esc = mk_esc('\\`*_{}[]()>#+-.!$')
def e(text):
esc(text)
def f(text):
text = text.replace('\\', '\\\\').replace('`', '\`').replace('*', '\*').replace('_', '\_').replace('{', '\{').replace('}', '\}').replace('[', '\[').replace(']', '\]').replace('(', '\(').replace(')', '\)').replace('>', '\>').replace('#', '\#').replace('+', '\+').replace('-', '\-').replace('.', '\.').replace('!', '\!').replace('$', '\$')
def g(text):
replacements = {
"\\": "\\\\",
"`": "\`",
"*": "\*",
"_": "\_",
"{": "\{",
"}": "\}",
"[": "\[",
"]": "\]",
"(": "\(",
")": "\)",
">": "\>",
"#": "\#",
"+": "\+",
"-": "\-",
".": "\.",
"!": "\!",
"$": "\$",
}
text = "".join([replacements.get(c, c) for c in text])
def h(text):
text = text.replace('\\', r'\\')
text = text.replace('`', r'\`')
text = text.replace('*', r'\*')
text = text.replace('_', r'\_')
text = text.replace('{', r'\{')
text = text.replace('}', r'\}')
text = text.replace('[', r'\[')
text = text.replace(']', r'\]')
text = text.replace('(', r'\(')
text = text.replace(')', r'\)')
text = text.replace('>', r'\>')
text = text.replace('#', r'\#')
text = text.replace('+', r'\+')
text = text.replace('-', r'\-')
text = text.replace('.', r'\.')
text = text.replace('!', r'\!')
text = text.replace('$', r'\$')
def i(text):
text = text.replace('\\', r'\\').replace('`', r'\`').replace('*', r'\*').replace('_', r'\_').replace('{', r'\{').replace('}', r'\}').replace('[', r'\[').replace(']', r'\]').replace('(', r'\(').replace(')', r'\)').replace('>', r'\>').replace('#', r'\#').replace('+', r'\+').replace('-', r'\-').replace('.', r'\.').replace('!', r'\!').replace('$', r'\$')
Here's the results for the same input string abc&def#ghi
:
- a) 100000 loops, best of 3: 6.72 μs per loop
- b) 100000 loops, best of 3: 2.64 μs per loop
- c) 100000 loops, best of 3: 11.9 μs per loop
- d) 100000 loops, best of 3: 4.92 μs per loop
- e) 100000 loops, best of 3: 2.96 μs per loop
- f) 100000 loops, best of 3: 4.29 μs per loop
- g) 100000 loops, best of 3: 4.68 μs per loop
- h) 100000 loops, best of 3: 4.73 μs per loop
- i) 100000 loops, best of 3: 4.24 μs per loop
And with a longer input string (## *Something* and [another] thing in a longer sentence with {more} things to replace$
):
- a) 100000 loops, best of 3: 7.59 μs per loop
- b) 100000 loops, best of 3: 6.54 μs per loop
- c) 100000 loops, best of 3: 16.9 μs per loop
- d) 100000 loops, best of 3: 7.29 μs per loop
- e) 100000 loops, best of 3: 12.2 μs per loop
- f) 100000 loops, best of 3: 5.38 μs per loop
- g) 10000 loops, best of 3: 21.7 μs per loop
- h) 100000 loops, best of 3: 5.7 μs per loop
- i) 100000 loops, best of 3: 5.13 μs per loop
Adding a couple of variants:
def ab(text):
for ch in ['\\','`','*','_','{','}','[',']','(',')','>','#','+','-','.','!','$','\'']:
text = text.replace(ch,"\\"+ch)
def ba(text):
chars = "\\`*_{}[]()>#+-.!$"
for c in chars:
if c in text:
text = text.replace(c, "\\" + c)
With the shorter input:
- ab) 100000 loops, best of 3: 7.05 μs per loop
- ba) 100000 loops, best of 3: 2.4 μs per loop
With the longer input:
- ab) 100000 loops, best of 3: 7.71 μs per loop
- ba) 100000 loops, best of 3: 6.08 μs per loop
So I'm going to use ba
for readability and speed.
Addendum
Prompted by haccks in the comments, one difference between ab
and ba
is the if c in text:
check. Let's test them against two more variants:
def ab_with_check(text):
for ch in ['\\','`','*','_','{','}','[',']','(',')','>','#','+','-','.','!','$','\'']:
if ch in text:
text = text.replace(ch,"\\"+ch)
def ba_without_check(text):
chars = "\\`*_{}[]()>#+-.!$"
for c in chars:
text = text.replace(c, "\\" + c)
Times in μs per loop on Python 2.7.14 and 3.6.3, and on a different machine from the earlier set, so cannot be compared directly.
╭────────────╥──────┬───────────────┬──────┬──────────────────╮
│ Py, input ║ ab │ ab_with_check │ ba │ ba_without_check │
╞════════════╬══════╪═══════════════╪══════╪══════════════════╡
│ Py2, short ║ 8.81 │ 4.22 │ 3.45 │ 8.01 │
│ Py3, short ║ 5.54 │ 1.34 │ 1.46 │ 5.34 │
├────────────╫──────┼───────────────┼──────┼──────────────────┤
│ Py2, long ║ 9.3 │ 7.15 │ 6.85 │ 8.55 │
│ Py3, long ║ 7.43 │ 4.38 │ 4.41 │ 7.02 │
└────────────╨──────┴───────────────┴──────┴──────────────────┘
We can conclude that:
Those with the check are up to 4x faster than those without the check
ab_with_check
is slightly in the lead on Python 3, butba
(with check) has a greater lead on Python 2However, the biggest lesson here is Python 3 is up to 3x faster than Python 2! There's not a huge difference between the slowest on Python 3 and fastest on Python 2!
>>> string="abc&def#ghi"
>>> for ch in ['&','#']:
... if ch in string:
... string=string.replace(ch,"\\"+ch)
...
>>> print string
abc\&def\#ghi
Here is a python3 method using str.translate
and str.maketrans
:
s = "abc&def#ghi"
print(s.translate(str.maketrans({'&': '\&', '#': '\#'})))
The printed string is abc\&def\#ghi
.