[Coding Test] Essential Libraries


1. Grammar Tips
1.1. List Comprehensions:
Simplify tasks like filtering or transforming strings:
vowels = [c for c in "hello" if c in "aeiou"]
1.2. Efficient String Iteration:
Use
enumerate()
to loop through a string with indices:for i, c in enumerate("hello"): print(i, c)
1.3. Set for Unique Characters:
Quickly identify unique characters:
unique_chars = set("abracadabra") # {'a', 'b', 'r', 'c', 'd'}
2. String Methods (Built-in Functions)
2.1. Basic Operations
len(s)
: Get the length of a string.s[i]
: Access the character at indexi
.
2.2. Case Handling
s.lower()
,s.upper()
: Convert to lowercase/uppercase.s.capitalize()
,s.title()
: Capitalize the first character or each word.s.swapcase()
: Swap lowercase to uppercase and vice versa.
2.3. String Search and Matching
s.find(sub)
: Returns the first occurrence ofsub
or-1
if not found.s.rfind(sub)
: Likefind
, but searches from the end.s.count(sub)
: Count occurrences of a substring.
2.4. String Manipulation
s.strip()
,s.lstrip()
,s.rstrip()
: Remove whitespace or specified characters.s.replace(old, new)
: Replace all occurrences ofold
withnew
.s.split(sep)
: Split a string into a list of substrings.'sep'.join(iterable)
: Join elements of an iterable with a string.
2.5. Validation
s.isdigit()
,s.isalpha()
,s.isalnum()
: Check if the string is all digits, letters, or alphanumeric.s.isspace()
: Check if the string is only whitespace.
2.6. Slicing and Reversing
s[start:end:step]
: Slice a string.s[::-1]
: Reverse a string.
3. Libraries for String Manipulation
3.1. re (Regular Expressions)
Use for pattern matching and advanced text processing.
Common methods:
re.match()
: Match a pattern at the start of a string.re.search()
: Search for a pattern anywhere in the string.re.findall()
: Find all occurrences of a pattern.re.sub()
: Replace matches with a substring.Example:
import re re.findall(r'\d+', 'abc123def456') # ['123', '456']
3.2. collections
collections.Counter
:Count the frequency of characters or substrings.
Example:
from collections import Counter Counter("aabbcc") # Counter({'a': 2, 'b': 2, 'c': 2})
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