Array-backed deque implementation written in C for fast double-ended operations.
Project description
ArrayDeque
ArrayDeque is a fast, array-backed deque implementation for Python written in C. It provides high-performance double-ended queue operations similar to Python’s built-in collections.deque, with a straightforward and efficient design.
Features
- Fast Operations: Quick appends and pops at both ends.
- Random Access: Efficient in-place item assignment and index-based access.
- Full API Support: Implements iteration, slicing (via
__getitem__and__setitem__), and common deque methods. - C Extension: A complete CPython C-extension for optimal speed.
- Benchmark Included: Compare performance with Python’s built-in
collections.deque.
Installation
There are two ways to install ArrayDeque.
Via PyPI
Pre-built wheels are available on PyPI. Simply run:
pip install arraydeque
Building from Source
Clone the repository and install in editable mode to compile the C-extension:
git clone https://github.com/yourusername/arraydeque.git
cd arraydeque
pip install -e .
Usage
Once installed, use ArrayDeque just like the standard deque:
from arraydeque import ArrayDeque
# Create an ArrayDeque instance
dq = ArrayDeque()
# Append items on the right
dq.append(10)
dq.append(20)
# Append items on the left
dq.appendleft(5)
# Access by index
print(dq[0]) # Output: 5
# Pop items
print(dq.pop()) # Output: 20
print(dq.popleft()) # Output: 5
ArrayDeque supports the standard deque API including methods like extend, extendleft (which reverses the input order), clear, and iteration.
Benchmarking
A benchmark script (benchmark.py) is provided to compare the performance of ArrayDeque with collections.deque.
The benchmark tests various operations such as append, appendleft, pop, popleft, random access, and a mixed workload. Each operation is run 5 times, with the median time reported.
After running the benchmark with:
python benchmark.py
a plot (plot.png) is generated that visually compares the two implementations using a fivethirtyeight-style bar chart.
Testing
Tests are implemented using Python’s built-in unittest framework. Run the test suite with:
python test_arraydeque.py
Alternatively, if you’re using tox, simply run:
tox
Continuous Integration
This project uses GitHub Actions for continuous integration. It includes three workflows:
- Release Workflow (
.github/workflows/release.yml): Builds wheels for Ubuntu, macOS, and Windows, then publishes to PyPI. - Test Workflow (
.github/workflows/test.yml): Runs the test suite across multiple Python versions. - tox Configuration (
tox.ini): Defines test, lint, and formatting environments (using ruff).
Development
To set up a development environment:
-
Clone the repository:
git clone https://github.com/yourusername/arraydeque.git cd arraydeque
-
Create a virtual environment:
On Unix/macOS:
python -m venv env source env/bin/activate
On Windows:
python -m venv env env\Scripts\activate
-
Install development dependencies:
pip install tox
-
Format and lint the code:
tox -e format tox -e lint
License
This project is distributed under the Apache License 2.0.
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