From 2b341da018f30d8c6316eabfc3a8b41806a62b22 Mon Sep 17 00:00:00 2001 From: David Butenhof Date: Thu, 16 Jan 2025 11:03:38 -0500 Subject: [PATCH] ILAB API unit testing This covers 100% of the ilab.py API module using `FastAPI`'s `TestClient`. This proved ... interesting ... as the FastAPI and Starlette versions we use are incompatible with the underlying httpx version ... TestClient init fails in a way that can't be worked around. (Starlette passes an unknown keyword parameter.) After some experimentation, I ended up "unlocking" all the API-related packages in `project.toml` to `"*"` and letting `poetry update` resolve them, then "re-locked" them to those versions. The resulting combination of modules works for unit testing, and appears to work in a real `./local-compose.sh` deployment as well. --- backend/app/api/v1/endpoints/ilab/ilab.py | 49 --- backend/poetry.lock | 470 ++++++++++++---------- backend/pyproject.toml | 18 +- backend/tests/conftest.py | 30 ++ backend/tests/test_crucible.py | 28 +- backend/tests/test_ilab_api.py | 311 ++++++++++++++ 6 files changed, 599 insertions(+), 307 deletions(-) create mode 100644 backend/tests/conftest.py create mode 100644 backend/tests/test_ilab_api.py diff --git a/backend/app/api/v1/endpoints/ilab/ilab.py b/backend/app/api/v1/endpoints/ilab/ilab.py index a5b4b825..a27c8638 100644 --- a/backend/app/api/v1/endpoints/ilab/ilab.py +++ b/backend/app/api/v1/endpoints/ilab/ilab.py @@ -360,55 +360,6 @@ async def iteration_samples( return await crucible.get_samples(iteration=iteration) -@router.get( - "/api/v1/ilab/runs/{run}/timeline", - summary="Returns the 'timeline' of a run", - description="Describes the sequence of iterations, samples, and periods.", - responses={ - 200: example_response( - { - "run": { - "id": "70d3b53f-c588-49a3-91c2-7fcf3927be7e", - "iterations": [ - { - "id": "BFC16DA6-60C8-11EF-AB10-CF940109872B", - "num": 1, - "path": None, - "primary-metric": "ilab::train-samples-sec", - "primary-period": "measurement", - "status": "pass", - "samples": [ - { - "id": "C021BECC-60C8-11EF-A619-E0BC70D6C320", - "num": "1", - "path": None, - "status": "pass", - "periods": [ - { - "begin": "2024-08-22 19:09:08.642000+00:00", - "end": "2024-08-22 20:04:32.889000+00:00", - "id": "C022CDC6-60C8-11EF-BA80-AFE7B4B2692B", - "name": "measurement", - } - ], - } - ], - } - ], - "begin": "2024-08-22 19:09:08.642000+00:00", - "end": "2024-08-22 20:04:32.889000+00:00", - } - } - ), - 400: example_error("Parameter error"), - }, -) -async def timeline( - crucible: Annotated[CrucibleService, Depends(crucible_svc)], run: str -): - return await crucible.get_timeline(run) - - @router.get( 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"^0.32.0" -uvloop = "^0.15.2" +trio = "^0.28.0" +uvicorn = "^0.34.0" +uvloop = "^0.21.0" vyper-config = "1.0.0" [tool.poetry.group.dev.dependencies] @@ -51,7 +51,7 @@ force_sort_within_sections = true # don't separate import vs from order_by_type = false # sort alphabetic regardless of case [tool.tox] -requires = ["tox>=4.19"] +requires = ["tox>=4.23.2"] env_list = ["unit", "format", "lint", "isort"] [tool.tox.env_run_base] diff --git a/backend/tests/conftest.py b/backend/tests/conftest.py new file mode 100644 index 00000000..c863b11f --- /dev/null +++ b/backend/tests/conftest.py @@ -0,0 +1,30 @@ +import pytest +from vyper import Vyper + +from app.services.crucible_svc import CrucibleService +from tests.fake_elastic import FakeAsyncElasticsearch + + +@pytest.fixture +def fake_config(monkeypatch): + """Provide a fake configuration""" + + vyper = Vyper(config_name="ocpperf") + vyper.set("TEST.url", "http://elastic.example.com:9200") + monkeypatch.setattr("app.config.get_config", lambda: vyper) + + +@pytest.fixture +def fake_elastic(monkeypatch, fake_config): + """Replace the actual elastic client with a fake""" + + monkeypatch.setattr( + "app.services.crucible_svc.AsyncElasticsearch", FakeAsyncElasticsearch + ) + + +@pytest.fixture +async def fake_crucible(fake_elastic): + crucible = CrucibleService("TEST") + yield crucible + await crucible.close() diff --git a/backend/tests/test_crucible.py b/backend/tests/test_crucible.py index b0eff499..c0b6f109 100644 --- a/backend/tests/test_crucible.py +++ b/backend/tests/test_crucible.py @@ -14,33 +14,7 @@ GraphList, Parser, ) -from tests.fake_elastic import FakeAsyncElasticsearch, Request -from vyper import Vyper - - -@pytest.fixture -def fake_config(monkeypatch): - """Provide a fake configuration""" - - vyper = Vyper(config_name="ocpperf") - vyper.set("TEST.url", "http://elastic.example.com:9200") - monkeypatch.setattr("app.config.get_config", lambda: vyper) - - -@pytest.fixture -def fake_elastic(monkeypatch, fake_config): - """Replace the actual elastic client with a fake""" - - monkeypatch.setattr( - "app.services.crucible_svc.AsyncElasticsearch", FakeAsyncElasticsearch - ) - - -@pytest.fixture -async def fake_crucible(fake_elastic): - crucible = CrucibleService("TEST") - yield crucible - await crucible.close() +from tests.fake_elastic import Request class TestParser: diff --git a/backend/tests/test_ilab_api.py b/backend/tests/test_ilab_api.py new file mode 100644 index 00000000..cf7e0226 --- /dev/null +++ b/backend/tests/test_ilab_api.py @@ -0,0 +1,311 @@ +from datetime import datetime + +from fastapi import HTTPException +import pytest +from starlette.testclient import TestClient + +from app.main import app as fastapi_app +from app.services.crucible_svc import CrucibleService, Graph, GraphList + + +@pytest.fixture +def client(): + """Create a Starlette test client.""" + yield TestClient(fastapi_app) + + +class TestInit: + + @pytest.mark.parametrize( + "exc", (None, HTTPException(status_code=501, detail="test")) + ) + def test_crucible(self, exc, monkeypatch, client: TestClient): + + class FakeCrucible(CrucibleService): + def __init__(self, config): + if exc: + raise exc + self.url = "For me to know" + + async def get_run_filters(self) -> dict[str, list[str]]: + return {} + + async def close(self): + pass + + monkeypatch.setattr( + "app.api.v1.endpoints.ilab.ilab.CrucibleService", FakeCrucible + ) + response = client.get("/api/v1/ilab/runs/filters") + if exc: + assert response.json() == {"detail": "test"} + assert response.status_code == 501 + else: + assert response.json() == {} + assert response.status_code == 200 + + +class TestIlabApi: + + def test_filters(self, monkeypatch, client: TestClient, fake_crucible): + async def fake_get(self): + return {"param": {}, "tag": {}, "run": {}} + + monkeypatch.setattr( + "app.services.crucible_svc.CrucibleService.get_run_filters", fake_get + ) + response = client.get("/api/v1/ilab/runs/filters") + assert response.json() == {"param": {}, "tag": {}, "run": {}} + assert response.status_code == 200 + + @pytest.mark.parametrize( + "stime,etime,expected_start,expected_end", + ( + (None, None, "2023-12-16T10:05:00.000100", "2024-01-15T10:05:00.000100"), + ("2024-01-01", None, "2024-01-01", None), + (None, "2024-02-01", None, "2024-02-01"), + ("2024-01-01", "2024-02-01", "2024-01-01", "2024-02-01"), + ), + ) + def test_runs( + self, + stime, + etime, + expected_start, + expected_end, + monkeypatch, + client: TestClient, + fake_crucible, + ): + expected = { + "results": [], + "count": 0, + "total": 0, + "startDate": expected_start, + "endDate": expected_end, + } + not_now = datetime(2024, 1, 15, 10, 5, 0, 100) + + class mydatetime(datetime): + @classmethod + def now(cls, tz=None): + return not_now + + async def fake_get(self, start, end, filter, sort, size, offset): + return { + "results": [], + "count": 0, + "total": 0, + "startDate": ( + start.isoformat() if isinstance(start, datetime) else start + ), + "endDate": end.isoformat() if isinstance(end, datetime) else end, + } + + monkeypatch.setattr("app.api.v1.endpoints.ilab.ilab.datetime", mydatetime) + monkeypatch.setattr( + "app.services.crucible_svc.CrucibleService.get_runs", fake_get + ) + queries = {} + if stime: + queries["start_date"] = stime + if etime: + queries["end_date"] = etime + response = client.get("/api/v1/ilab/runs", params=queries) + assert response.json() == expected + assert response.status_code == 200 + + @pytest.mark.parametrize( + "api,name,detail", + ( + ("tags", "get_tags", {"tag": "value"}), + ("params", "get_params", {"i1": {"key": 1}}), + ("iterations", "get_iterations", [{"i1": {"num": 1}}]), + ("samples", "get_samples", [{"num": "1"}]), + ("periods", "get_periods", [{"name": "period"}]), + ( + "metrics", + "get_metrics_list", + {"source::type": {"periods": [], "breakouts": {}}}, + ), + ), + ) + def test_run_detail( + self, api, name, detail, monkeypatch, client: TestClient, fake_crucible + ): + async def fake_get(self, run): + assert run == "r1" + return detail + + monkeypatch.setattr( + f"app.services.crucible_svc.CrucibleService.{name}", fake_get + ) + response = client.get(f"/api/v1/ilab/runs/r1/{api}") + assert response.json() == detail + assert response.status_code == 200 + + def test_iteration_samples(self, monkeypatch, client: TestClient, fake_crucible): + async def fake_get(self, run=None, iteration=None): + assert run is None + assert iteration == "i1" + return [{"num": "2"}] + + monkeypatch.setattr( + "app.services.crucible_svc.CrucibleService.get_samples", fake_get + ) + response = client.get("/api/v1/ilab/iterations/i1/samples") + assert response.json() == [{"num": "2"}] + assert response.status_code == 200 + + @pytest.mark.parametrize( + "name,period", ((None, None), (["cpu=1", "x=y"], None), (None, ["p1,p2"])) + ) + @pytest.mark.parametrize( + "api,getter", + (("breakouts", "get_metric_breakouts"), ("summary", "get_metrics_summary")), + ) + def test_metric_name_period( + self, name, period, api, getter, monkeypatch, client: TestClient, fake_crucible + ): + if api == "breakouts": + expected = { + "label": "source::type", + "class": ["test"], + "type": "type", + "source": "source", + "breakouts": {"one": [1, 2]}, + } + else: + expected = {"count": 2, "min": 0.0, "max": 10.0, "avg": 5.0, "sum": 10.0} + + async def fake_get(self, run, metric, names, periods): + assert run == "r1" + assert metric == "source::type" + assert names == name + assert periods == period + return expected + + monkeypatch.setattr( + f"app.services.crucible_svc.CrucibleService.{getter}", fake_get + ) + query = None + if name or period: + query = {} + if name: + query["name"] = name + if period: + query["period"] = period + response = client.get(f"/api/v1/ilab/runs/r1/{api}/source::type", params=query) + assert response.json() == expected + assert response.status_code == 200 + + @pytest.mark.parametrize( + "name,period,agg", + ( + (None, None, False), + (["cpu=1", "x=y"], None, False), + (None, ["p1,p2"], False), + (["cpu=1", "x=y"], None, True), + (None, ["p1,p2"], True), + ), + ) + def test_metric_data( + self, name, period, agg, monkeypatch, client: TestClient, fake_crucible + ): + expected = [{"begin": "t1", "end": "t2", "duration": 0.0, "value": 0.0}] + + async def fake_get(self, run, metric, names, periods, aggregate): + assert run == "r1" + assert metric == "source::type" + assert names == name + assert periods == period + assert aggregate == agg + return expected + + monkeypatch.setattr( + "app.services.crucible_svc.CrucibleService.get_metrics_data", fake_get + ) + query = None + if name or period or agg: + query = {} + if name: + query["name"] = name + if period: + query["period"] = period + if agg: + query["aggregate"] = agg + response = client.get("/api/v1/ilab/runs/r1/data/source::type", params=query) + assert response.json() == expected + assert response.status_code == 200 + + def test_multigraph(self, monkeypatch, client: TestClient, fake_crucible): + expected = [{"data": [{"x": [], "y": []}]}] + + async def fake_get(self, graphs): + assert graphs == GraphList( + run="r1", name="graphs", graphs=[Graph(metric="source::type")] + ) + return expected + + monkeypatch.setattr( + "app.services.crucible_svc.CrucibleService.get_metrics_graph", fake_get + ) + response = client.post( + "/api/v1/ilab/runs/multigraph", + json={ + "run": "r1", + "name": "graphs", + "graphs": [{"metric": "source::type"}], + }, + ) + assert response.json() == expected + assert response.status_code == 200 + + @pytest.mark.parametrize( + "name,period,agg,title", + ( + (None, None, False, None), + (["cpu=1", "x=y"], None, False, "title"), + (None, ["p1,p2"], False, None), + (["cpu=1", "x=y"], None, True, "t2"), + (None, ["p1,p2"], True, None), + ), + ) + def test_metric_graph( + self, name, period, agg, title, monkeypatch, client: TestClient, fake_crucible + ): + expected = [{"data": [{"x": [], "y": []}]}] + + async def fake_get(self, graphs): + assert graphs == GraphList( + run="r1", + name="source::type", + graphs=[ + Graph( + metric="source::type", + aggregate=agg, + names=name, + periods=period, + title=title, + ) + ], + ) + return expected + + monkeypatch.setattr( + "app.services.crucible_svc.CrucibleService.get_metrics_graph", fake_get + ) + query = None + if name or period or agg or title: + query = {} + if name: + query["name"] = name + if period: + query["period"] = period + if agg: + query["aggregate"] = agg + if title: + query["title"] = title + response = client.get("/api/v1/ilab/runs/r1/graph/source::type", params=query) + assert response.json() == expected + assert response.status_code == 200