Initial commit: Divide-and-conquer sorting algorithms benchmark

- Implement Merge Sort and Quick Sort algorithms with instrumentation
- Add Quick Sort pivot strategies: first, last, median_of_three, random
- Create dataset generators for 5 dataset types (sorted, reverse, random, nearly_sorted, duplicates_heavy)
- Build comprehensive benchmarking CLI with metrics collection
- Add performance measurement (time, memory, comparisons, swaps)
- Configure logging with rotating file handlers
- Generate plots for time and memory vs size
- Include comprehensive test suite with pytest
- Add full documentation in README.md
This commit is contained in:
Carlos Gutierrez
2025-10-30 21:14:37 -04:00
commit 10570af981
15 changed files with 1518 additions and 0 deletions

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pyproject.toml Normal file
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[build-system]
requires = ["setuptools>=61.0", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "algorithms-week2"
version = "0.1.0"
description = "Divide-and-conquer sorting algorithms benchmark"
requires-python = ">=3.8"
dependencies = [
"numpy>=1.21.0",
"psutil>=5.8.0",
"matplotlib>=3.5.0",
"pytest>=7.0.0",
"pytest-cov>=3.0.0",
]
[project.optional-dependencies]
dev = [
"mypy>=0.950",
"ruff>=0.0.200",
"black>=22.0.0",
]
[tool.mypy]
python_version = "3.8"
warn_return_any = true
warn_unused_configs = true
disallow_untyped_defs = false
check_untyped_defs = true
[tool.ruff]
line-length = 100
target-version = "py38"
[tool.ruff.lint]
select = ["E", "F", "W", "I"]
ignore = ["E501"]
[tool.black]
line-length = 100
target-version = ["py38"]
[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = "test_*.py"
python_classes = "Test*"
python_functions = "test_*"