From 5c694db9835158995f5b254a6db46e336f1c6688 Mon Sep 17 00:00:00 2001 From: Heitor Neiva Date: Mon, 16 Mar 2026 15:05:18 -0700 Subject: [PATCH] feat: add CodSpeed benchmark tests for graph operations Add pytest-codspeed benchmarks testing core graph operations (transitive closure, topological sort, link dicts, for_each_task, JSON round-trip, and transform sequences) across 4 graph geometries with 1000 tasks each: linear chain, fan-out/fan-in, binary tree, and diamond layers. --- .github/workflows/codspeed.yml | 30 +++++ .gitignore | 1 + pyproject.toml | 1 + test/test_graph_perf.py | 218 +++++++++++++++++++++++++++++++++ uv.lock | 155 ++++++++++++++++++++++- 5 files changed, 404 insertions(+), 1 deletion(-) create mode 100644 .github/workflows/codspeed.yml create mode 100644 test/test_graph_perf.py diff --git a/.github/workflows/codspeed.yml b/.github/workflows/codspeed.yml new file mode 100644 index 000000000..44faaf0a8 --- /dev/null +++ b/.github/workflows/codspeed.yml @@ -0,0 +1,30 @@ +--- +name: CodSpeed + +on: + push: + branches: + # Run everywhere + - '*' + pull_request: + # `workflow_dispatch` allows CodSpeed to trigger backtest + # performance analysis in order to generate initial data. + workflow_dispatch: + +jobs: + benchmarks: + name: Run benchmarks + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v6 + - uses: actions/setup-python@v6 + with: + python-version: "3.12" + - uses: astral-sh/setup-uv@v7 + - name: Install dependencies + run: uv sync + - name: Run benchmarks + uses: CodSpeedHQ/action@v4 + with: + token: ${{ secrets.CODSPEED_TOKEN }} + run: uv run pytest test/ --codspeed diff --git a/.gitignore b/.gitignore index 05b140a34..9dd2f4789 100644 --- a/.gitignore +++ b/.gitignore @@ -12,6 +12,7 @@ __pycache__/ *.py[cod] *.egg-info/ +.codspeed/ .pytest_cache/ .python-version .ruff_cache/ diff --git a/pyproject.toml b/pyproject.toml index c20443ace..ecd767ca1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -42,6 +42,7 @@ dev = [ "pre-commit>=4.3.0", "pyright>=1.1.406", "pytest>=8.4.2", + "pytest-codspeed>=3.2.0", "pytest-mock>=3.15.1", "pytest-taskgraph>=0.2.0", "responses>=0.25.8", diff --git a/test/test_graph_perf.py b/test/test_graph_perf.py new file mode 100644 index 000000000..ae3bebf47 --- /dev/null +++ b/test/test_graph_perf.py @@ -0,0 +1,218 @@ +# This Source Code Form is subject to the terms of the Mozilla Public +# License, v. 2.0. If a copy of the MPL was not distributed with this +# file, You can obtain one at http://mozilla.org/MPL/2.0/. + +"""Benchmarks for taskgraph core operations on graphs with ~1000 tasks.""" + +import copy + +import pytest + +from taskgraph.graph import Graph +from taskgraph.task import Task +from taskgraph.taskgraph import TaskGraph +from taskgraph.transforms.base import TransformSequence + +# --------------------------------------------------------------------------- +# Graph builders – each returns (tasks_dict, Graph, TaskGraph) for 1000 nodes +# --------------------------------------------------------------------------- + +N = 1000 + + +def _make_task(i): + return Task( + kind="test", + label=f"task-{i}", + attributes={"idx": i}, + task={"metadata": {"name": f"task-{i}"}}, + ) + + +def _build_linear(): + """Chain: task-0 <- task-1 <- ... <- task-999.""" + tasks = {f"task-{i}": _make_task(i) for i in range(N)} + edges = {(f"task-{i}", f"task-{i - 1}", "dep") for i in range(1, N)} + g = Graph(set(tasks), edges) + return tasks, g, TaskGraph(tasks, g) + + +def _build_fan_out_fan_in(): + """One root fans out to 998 middle tasks, which all feed into one sink. + + task-0 (root) + |---> task-1 --+ + |---> task-2 --+--> task-999 (sink) + ... | + `---> task-998 + + """ + tasks = {f"task-{i}": _make_task(i) for i in range(N)} + edges = set() + for i in range(1, N - 1): + edges.add((f"task-{i}", "task-0", "root")) + for i in range(1, N - 1): + edges.add((f"task-{N - 1}", f"task-{i}", "mid")) + g = Graph(set(tasks), edges) + return tasks, g, TaskGraph(tasks, g) + + +def _build_binary_tree(): + """Complete-ish binary tree with ~1000 nodes (children depend on parent).""" + tasks = {f"task-{i}": _make_task(i) for i in range(N)} + edges = set() + for i in range(1, N): + parent = (i - 1) // 2 + edges.add((f"task-{i}", f"task-{parent}", "parent")) + g = Graph(set(tasks), edges) + return tasks, g, TaskGraph(tasks, g) + + +def _build_diamond_layers(): + """Layered diamond: 10 layers of 100 tasks each; every task in layer L + depends on every task in layer L-1 (100x100 edges between adjacent layers). + + This is 1000 tasks with 9 * 100 * 100 = 90 000 edges - a dense graph. + """ + layer_size = 100 + num_layers = N // layer_size + tasks = {f"task-{i}": _make_task(i) for i in range(N)} + edges = set() + for layer in range(1, num_layers): + for i in range(layer_size): + node = layer * layer_size + i + for j in range(layer_size): + dep = (layer - 1) * layer_size + j + edges.add((f"task-{node}", f"task-{dep}", f"l{layer}-{j}")) + g = Graph(set(tasks), edges) + return tasks, g, TaskGraph(tasks, g) + + +# Pre-build the fixtures so construction cost isn't part of every benchmark +LINEAR = _build_linear() +FAN = _build_fan_out_fan_in() +BTREE = _build_binary_tree() +DIAMOND = _build_diamond_layers() + +GEOMETRIES = { + "linear": LINEAR, + "fan": FAN, + "btree": BTREE, + "diamond": DIAMOND, +} + + +# --------------------------------------------------------------------------- +# Benchmarks – Graph.transitive_closure +# --------------------------------------------------------------------------- + + +@pytest.mark.benchmark +@pytest.mark.parametrize("geometry", ["linear", "fan", "btree", "diamond"]) +def test_transitive_closure(geometry): + _, graph, _ = GEOMETRIES[geometry] + # Pick a node roughly in the middle so the closure is non-trivial + result = graph.transitive_closure({f"task-{N // 2}"}) + assert len(result.nodes) > 0 + + +# --------------------------------------------------------------------------- +# Benchmarks – Graph.visit_postorder / visit_preorder +# --------------------------------------------------------------------------- + + +@pytest.mark.benchmark +@pytest.mark.parametrize("geometry", ["linear", "fan", "btree", "diamond"]) +def test_visit_postorder(geometry): + _, graph, _ = GEOMETRIES[geometry] + order = list(graph.visit_postorder()) + assert len(order) == N + + +@pytest.mark.benchmark +@pytest.mark.parametrize("geometry", ["linear", "fan", "btree", "diamond"]) +def test_visit_preorder(geometry): + _, graph, _ = GEOMETRIES[geometry] + order = list(graph.visit_preorder()) + assert len(order) == N + + +# --------------------------------------------------------------------------- +# Benchmarks – Graph link dictionaries +# --------------------------------------------------------------------------- + + +@pytest.mark.benchmark +@pytest.mark.parametrize("geometry", ["linear", "fan", "btree", "diamond"]) +def test_links_dict(geometry): + _, graph, _ = GEOMETRIES[geometry] + # Clear the functools.cache to measure actual computation each time + graph.links_and_reverse_links_dict.cache_clear() + fwd, rev = graph.links_and_reverse_links_dict() + assert len(fwd) == N + assert len(rev) == N + + +# --------------------------------------------------------------------------- +# Benchmarks – TaskGraph.for_each_task +# --------------------------------------------------------------------------- + + +@pytest.mark.benchmark +@pytest.mark.parametrize("geometry", ["linear", "fan", "btree", "diamond"]) +def test_for_each_task(geometry): + _, _, tg = GEOMETRIES[geometry] + visited = [] + tg.for_each_task(lambda task, _tg: visited.append(task.label)) + assert len(visited) == N + + +# --------------------------------------------------------------------------- +# Benchmarks – TaskGraph JSON round-trip +# --------------------------------------------------------------------------- + + +@pytest.mark.benchmark +@pytest.mark.parametrize("geometry", ["linear", "fan", "btree"]) +def test_taskgraph_to_json(geometry): + _, _, tg = GEOMETRIES[geometry] + data = tg.to_json() + assert len(data) == N + + +# --------------------------------------------------------------------------- +# Benchmarks – TransformSequence with a simple transform +# --------------------------------------------------------------------------- + + +transforms = TransformSequence() + + +@transforms.add +def add_worker_type(config, tasks): + """A small transform that adds a field to every task dict.""" + for task in tasks: + task = copy.copy(task) + task["worker-type"] = f"b-linux-{task.get('idx', 0) % 4}" + yield task + + +@transforms.add +def add_env_vars(config, tasks): + """Another small transform that adds environment variables.""" + for task in tasks: + task.setdefault("env", {}) + task["env"]["TASK_ID"] = task.get("name", "unknown") + task["env"]["PRIORITY"] = "high" if task.get("idx", 0) % 10 == 0 else "low" + yield task + + +@pytest.mark.benchmark +def test_transform_sequence(): + task_dicts = [ + {"name": f"task-{i}", "idx": i, "payload": {"command": f"echo {i}"}} + for i in range(N) + ] + result = list(transforms(None, task_dicts)) + assert len(result) == N + assert "worker-type" in result[0] + assert "env" in result[0] diff --git a/uv.lock b/uv.lock index a7942481a..d4a25ac98 100644 --- a/uv.lock +++ b/uv.lock @@ -1,5 +1,5 @@ version = 1 -revision = 2 +revision = 3 requires-python = ">=3.9" resolution-markers = [ 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