feat: numba implemented, benchmarking provided #143 #1

	name: Performance Benchmarks

	on:
	workflow_dispatch:
	push:
	branches:
	- main
	paths:
	- 'src/quant_research_starter/backtest/**'
	- 'src/quant_research_starter/benchmarks/**'
	- '.github/workflows/benchmark.yml'

	jobs:
	benchmark:
	runs-on: ubuntu-latest
	steps:
	- uses: actions/checkout@v3

	- name: Set up Python
	uses: actions/setup-python@v4
	with:
	python-version: '3.10'

	- name: Install dependencies
	run: \|
	python -m pip install --upgrade pip
	pip install numpy pandas numba
	pip install -e .

	- name: Run benchmarks
	run: \|
	cd src/quant_research_starter/benchmarks
	python bench_opt.py > benchmark_results.txt 2>&1 \|\| true

	- name: Upload benchmark results
	uses: actions/upload-artifact@v3
	if: always()
	with:
	name: benchmark-results
	path: src/quant_research_starter/benchmarks/benchmark_results.txt
	retention-days: 30

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