Practice Arena

Python Coding Challenges

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925 challenges 556 easy 323 medium 46 hard
Dicts & Sets easy

Mode of a list via counting

Implement a function that returns the mode of a list, resolving ties by the element that appears first.

counting dictionaries mode
+10 pts 15m
Dicts & Sets easy

Top k keys by count

Given a dictionary mapping keys to counts, return the top k keys with the highest counts, breaking ties alphabetically.

dictionary sorting frequency
+10 pts 15m
Dicts & Sets easy

Replace keys with a mapping

Write a function that renames keys in a dictionary according to a mapping, with duplicate handling.

dicts mapping transformation
+8 pts 10m
Dicts & Sets easy

Two Sum with Dict

Implement the classic Two Sum problem: return indices of two numbers that add up to a target using a dict.

dictionary pair-sum hash-map
+10 pts 15m
Dicts & Sets easy

Anagram Groups by Size

Group a list of words into anagram groups and return them sorted by group size and lexicographically.

dicts sets sorting
+10 pts 10m
Dicts & Sets easy

Top K Frequent Words

Given a list of words, return the k most frequent words sorted by frequency (descending) and then alphabetically.

dictionary sorting frequency
+10 pts 15m
Dicts & Sets easy

Sort by frequency

Sort a list by element frequency descending, with ties broken by order of first occurrence.

sorting frequency dictionaries
+10 pts 15m
Dicts & Sets easy

Pair with difference K

Count unordered index pairs with absolute difference exactly K, handling duplicates correctly.

dictionary set counting
+10 pts 15m
Dicts & Sets easy

Frequency sort descending

Write a function that sorts a list by frequency descending while preserving original order for ties.

frequency sorting dict
+10 pts 15m
Dicts & Sets easy

Count Pairs with Sum

Implement a function that counts the number of distinct pairs in a list summing to a target.

dictionary pair-counting hash-map
+10 pts 15m
Dicts & Sets easy

Ransom Note Builder

Given two strings, determine if the ransom note can be formed from the words in the magazine.

dictionary counting strings
+10 pts 15m
Dicts & Sets easy

Group by Department

Implement a function that groups a list of employee dictionaries by department, returning a dictionary keyed by department with lists of employee dictionaries.

dicts loops grouping
+8 pts 10m
Dicts & Sets easy

Revenue by Month

Write a function that groups a list of (date, amount) pairs by year-month and returns total revenue per month as a sorted dictionary.

dict aggregation sales
+8 pts 10m
Dicts & Sets easy

Pivot sales by product

Write a function that pivots sales records into a dictionary keyed by product with monthly totals.

dicts grouping aggregation
+10 pts 15m
OOP & Classes easy

Singleton Factory

Implement a factory class that returns a singleton instance per key.

oop singleton factory
+8 pts 10m
Data Structures & Algorithms easy

Employees earning more than manager

Given employee records with manager IDs, find those who earn more than their direct manager.

hash-map graph dictionary
+10 pts 15m
Error Handling & Exceptions easy

Key error handler

Implement a safe dictionary access function that returns a default value on missing keys.

exceptions dict fallback
+8 pts 10m
Bit Manipulation easy

Parse bit field flags

Write a function that unpacks a bit field integer into a dict of named boolean flags.

bitmask bitwise flags
+10 pts 12m
Datetime & Time Calculations easy

Age in years months days

Given birth and reference dates, return age as a dictionary with years, months, days.

datetime date arithmetic age calculation
+10 pts 15m
Data Formats & Parsing easy

Protocol definition

Parse a simple wire protocol string into a structured dictionary.

parsing protocol strings
+10 pts 15m
Data Formats & Parsing easy

Config Parser Reader

Parse a simple INI-style configuration text into a nested dictionary.

parsing strings config
+10 pts 15m
Data Formats & Parsing easy

Parse YAML-like dict

Parse a simple YAML-like text with indentation into a nested dictionary.

parsing yaml dictionary
+10 pts 15m
Data Formats & Parsing easy

Parse Apache log line

Write a function that parses a single Apache access log line into a dictionary with IP, timestamp, request, status, and size.

parsing strings regex
+8 pts 10m
Data Formats & Parsing easy

Parse table rows

Implement a function that converts a simple text table into a list of dictionaries.

parsing strings csv
+10 pts 15m

Showing 25–48 of 49 challenges · easy

Guide: free Python coding challenges

Practice Python by solving problems

PythonSkillset challenges are hands-on coding exercises from beginner to advanced. Open a challenge, read the problem, write Python in the split-pane editor, and run tests with Pyodide — no install required.

How to use the arena

  1. Pick a category — basics, algorithms, strings, and more
  2. Open a challenge, read the statement, and edit the starter code
  3. Run tests, fix failures, then try a related quiz or tutorial lesson

Challenges vs tutorials and quizzes

Challenges test what you can build under constraints. For guided teaching, use our Python tutorials. For quick checks, try quizzes or copy snippets from code samples.