[ENH]: Addition of initial ASV benchmarking suite with synthetic data #1

	name: ASV Benchmarks

	on:
	push:
	branches: ["main"]
	pull_request:
	branches: ["main"]

	permissions:
	contents: read

	concurrency:
	group: ${{ github.workflow }}-${{ github.ref }}
	cancel-in-progress: true

	jobs:
	benchmark:
	name: Run ASV Performance Tests
	runs-on: ubuntu-latest
	steps:
	- name: Checkout code
	uses: actions/checkout@v4
	with:
	# ASV needs full commit history to compare performance
	fetch-depth: 0

	- name: Install uv
	uses: astral-sh/setup-uv@v7
	with:
	enable-cache: true

	- name: Set up Python
	uses: actions/setup-python@v5
	with:
	python-version: "3.11"

	- name: Install ASV and pyGAM dependencies
	run: \|
	uv pip install asv virtualenv
	uv pip install -e ".[dev]"
	env:
	UV_SYSTEM_PYTHON: 1

	- name: Run ASV Benchmarks
	run: \|
	asv machine --yes

	if[ "${{ github.event_name }}" == "pull_request" ]; then
	# Compare PR performance against the main branch
	asv continuous origin/main HEAD --show-stderr
	else
	# Fast sanity check for direct pushes to main
	asv run ALL --quick --show-stderr
	fi

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