kotcollections is a Python library that fully reproduces Kotlin's Collections interfaces. It brings Kotlin's rich collection operations to Python developers with List, Set, and Map implementations.
Project description
KotCollections - Kotlin Collections API for Python
kotcollections is a Python library that fully reproduces Kotlin's Collections interfaces. It brings Kotlin's rich collection operations to Python developers with List, Set, and Map implementations.
Installation
pip install kotcollections
Features
- Complete implementation of Kotlin's List, Set, and Map interfaces using Python's snake_case naming convention
- Pythonic
_nonealiases for all_nullmethods (e.g., bothfirst_or_null()andfirst_or_none()are available) - Provides read-only and mutable variants:
KotListandKotMutableListfor list operationsKotSetandKotMutableSetfor set operationsKotMapandKotMutableMapfor map operations
- Full type safety with type hints
- Runtime type checking to ensure single element type (similar to Kotlin's generic type system)
- 100% test coverage
Type Safety
KotList and KotSet implement runtime type checking similar to Kotlin's type system. Once a collection is created with elements of a specific type, it can only contain elements of that same type.
How It Works
- The first element added to a collection determines its element type
- All subsequent elements must be of the same type
- Collections can be nested (similar to
List<List<T>>orSet<Set<T>>in Kotlin) - Type checking occurs on initialization and all modification operations
Examples
# Valid: All elements are the same type
lst = KotList([1, 2, 3]) # KotList[int]
s = KotSet(['a', 'b', 'c']) # KotSet[str]
# Invalid: Mixed types will raise TypeError
try:
lst = KotList([1, 'a', 2]) # TypeError!
except TypeError as e:
print(e) # Cannot add element of type 'str' to KotList[int]
# Valid: Nested collections
nested_lists = KotList(
[
KotList([1, 2]),
KotList([3, 4])
]
) # KotList[KotList]
nested_sets = KotSet(
[
KotSet([1, 2]),
KotSet([3, 4])
]
) # KotSet[KotSet]
# Mutable collections also enforce type safety
mutable_list = KotMutableList([1, 2, 3])
mutable_list.add(4) # OK: same type
mutable_set = KotMutableSet(['a', 'b', 'c'])
mutable_set.add('d') # OK: same type
try:
mutable_list.add('string') # TypeError!
except TypeError as e:
print(e) # Cannot add element of type 'str' to KotList[int]
# Empty collections determine type on first element
empty_list = KotMutableList()
empty_list.add('first') # Now it's KotList[str]
empty_set = KotMutableSet()
empty_set.add(42) # Now it's KotSet[int]
Comparison with Kotlin
This type safety implementation provides similar guarantees to Kotlin's generic type system:
| Kotlin | kotcollections (Python) |
|---|---|
List<Int> |
KotList([1, 2, 3]) |
List<String> |
KotList(['a', 'b', 'c']) |
List<List<Int>> |
KotList([KotList([1, 2]), KotList([3, 4])]) |
Set<Double> |
KotSet([1.0, 2.0, 3.0]) |
Map<String, Int> |
KotMap({"one": 1, "two": 2}) |
Map<Int, List<String>> |
KotMap({1: KotList(["a", "b"]), 2: KotList(["c"])}) |
The main difference is that Kotlin performs compile-time type checking, while kotcollections performs runtime type checking.
Pythonic Aliases
To provide a more Pythonic API, all methods ending with _null have corresponding _none aliases:
# All these _null methods have _none aliases
lst = KotList([1, 2, None, 3, None])
# Access methods
print(lst.get_or_null(10)) # None
print(lst.get_or_none(10)) # None (same result)
print(lst.first_or_none()) # 1
print(lst.last_or_none()) # None
# Transformation methods
result = lst.map_not_none(lambda x: x * 2 if x else None) # [2, 4, 6]
# Filtering
non_empty = lst.filter_not_none() # KotList([1, 2, 3])
# Aggregation
print(lst.max_or_none()) # 3
print(lst.min_or_none()) # 1
Both naming conventions are fully supported and can be used interchangeably based on your preference.
Quick Start
from kotcollections import KotList, KotMutableList, KotSet, KotMutableSet, KotMap, KotMutableMap
# Lists - ordered, allows duplicates
numbers = KotList([1, 2, 3, 2, 1])
print(numbers.distinct().to_list()) # [1, 2, 3]
# Sets - unordered, no duplicates
unique_numbers = KotSet([1, 2, 3, 2, 1])
print(unique_numbers.to_list()) # [1, 2, 3] (order not guaranteed)
# Maps - key-value pairs
scores = KotMap({"Alice": 90, "Bob": 85, "Charlie": 95})
print(scores.get("Alice")) # 90
# Functional operations work on all
doubled_list = numbers.map(lambda x: x * 2)
doubled_set = unique_numbers.map(lambda x: x * 2)
high_scores = scores.filter(lambda k, v: v >= 90)
# Mutable variants allow modifications
mutable_list = KotMutableList([1, 2, 3])
mutable_list.add(4)
mutable_set = KotMutableSet([1, 2, 3])
mutable_set.add(4)
mutable_map = KotMutableMap({"a": 1})
mutable_map.put("b", 2)
Basic Usage
from kotcollections import KotList, KotMutableList, KotMap, KotMutableMap
# Create a read-only list
lst = KotList([1, 2, 3, 4, 5])
# Create a mutable list
mutable_lst = KotMutableList([1, 2, 3, 4, 5])
# Create a read-only map
m = KotMap({"a": 1, "b": 2, "c": 3})
# Create a mutable map
mutable_m = KotMutableMap({"x": 10, "y": 20})
Kotlin to Python Naming Convention
All Kotlin methods are available with Python's snake_case naming convention. Additionally, all methods ending with
_null have Pythonic _none aliases:
| Kotlin | Python (Primary) | Python (Alias) |
|---|---|---|
getOrNull() |
get_or_null() |
get_or_none() |
firstOrNull() |
first_or_null() |
first_or_none() |
mapIndexed() |
map_indexed() |
- |
filterNotNull() |
filter_not_null() |
filter_not_none() |
associateBy() |
associate_by() |
- |
joinToString() |
join_to_string() |
- |
Note: Both naming styles (_null and _none) can be used interchangeably based on your preference.
API Reference
For detailed documentation of all available methods, please refer to the API Reference.
What's New
- BREAKING: KotList.intersect/union/subtract now return KotSet (Kotlin-compatible Set semantics)
- KotList.slice_range(range) delegates to slice(indices);
slice()acceptsrangeand other iterables of indices - Added KotMutableList.remove_if(predicate) and replace_all(operator)
- Docs updated to reflect Set-returning behavior for intersect/union/subtract and to clarify list vs set alternatives (minus/plus)
Performance Considerations
KotListinternally uses Python's standard list, so basic operation performance is equivalent to standard listsKotSetinternally uses Python's standard set, providing O(1) average case for add, remove, and contains operationsKotMapinternally uses Python's standard dict, providing O(1) average case for get, put, and contains operations- When using method chaining extensively, be aware that each method creates a new collection, which may impact memory usage
- For large datasets, consider generator-based implementations
License
MIT License
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