"""`crewai eval`: the last traced run, evaluated through AMP.""" from __future__ import annotations import json from pathlib import Path from click.testing import CliRunner import httpx import pytest from crewai_cli import eval_crew as eval_module from crewai_cli.cli import eval_command EXECUTION_ID = "6f31fe1a-20bd-4bfe-a011-25d6b9341f62" URL = "https://evolve.crewai.test/e/ev-1" class FakeAMP: """A PlusAPI double: scripted answers, calls recorded.""" def __init__(self, create=None, statuses=None): self.create = create if create is not None else httpx.Response( 202, json={"id": "ev-1", "url": URL, "status": "queued"} ) self.statuses = list(statuses or []) self.calls: list[tuple] = [] self.api_key = None def create_evaluation(self, execution_id): self.calls.append(("create", execution_id)) return self.create def get_evaluation(self, evaluation_id): self.calls.append(("get", evaluation_id)) return self.statuses.pop(0) if self.statuses else httpx.Response(200, json={"id": evaluation_id, "status": "running"}) def done(gate="passed", grades=None): return httpx.Response(200, json={ "id": "ev-1", "status": "done", "url": URL, "verdict": {"gate": gate, "grades": grades if grades is not None else {"goal": 5, "quality": 4, "process": 5, "cost": None}}, }) @pytest.fixture def project(tmp_path, monkeypatch): monkeypatch.chdir(tmp_path) monkeypatch.setattr(eval_module, "get_or_create_project_id", lambda: None) monkeypatch.setattr(eval_module, "saved_login", lambda: "login-token") monkeypatch.setattr(eval_module.time, "sleep", lambda seconds: None) monkeypatch.setattr(eval_module, "is_dmn_mode_enabled", lambda: False) opened: list[str] = [] monkeypatch.setattr(eval_module.webbrowser, "open", lambda url: opened.append(url) or True) return tmp_path, opened def record_last_run(directory: Path, execution_id: str = EXECUTION_ID) -> None: (directory / ".crewai").mkdir(exist_ok=True) (directory / ".crewai" / "last_run.json").write_text(json.dumps({"execution_id": execution_id, "tier": "ephemeral"})) def install(monkeypatch, amp: FakeAMP) -> FakeAMP: monkeypatch.setattr(eval_module, "PlusAPI", lambda api_key=None: (setattr(amp, "api_key", api_key), amp)[1]) return amp def test_the_last_run_is_evaluated_the_url_opened_and_the_verdict_printed(project, monkeypatch, capsys): directory, opened = project record_last_run(directory) amp = install(monkeypatch, FakeAMP(statuses=[httpx.Response(200, json={"id": "ev-1", "status": "running"}), done()])) eval_module.eval_crew() out = capsys.readouterr().out assert amp.api_key == "login-token" assert amp.calls == [("create", EXECUTION_ID), ("get", "ev-1"), ("get", "ev-1")] assert opened == [URL] assert EXECUTION_ID in out and URL in out assert "Goal gate: PASSED" in out and "goal 5/5" in out and "cost not measured" in out def test_run_names_another_execution_and_an_anonymous_caller_sends_no_token(project, monkeypatch, capsys): directory, _ = project record_last_run(directory) monkeypatch.setattr(eval_module, "saved_login", lambda: None) amp = install(monkeypatch, FakeAMP(statuses=[done("failed")])) eval_module.eval_crew(run_id="other-run") assert amp.api_key is None assert amp.calls[0] == ("create", "other-run") assert "Goal gate: FAILED" in capsys.readouterr().out def test_a_failed_evaluation_exits_one_with_amps_reason(project, monkeypatch, capsys): directory, _ = project record_last_run(directory) install(monkeypatch, FakeAMP(statuses=[httpx.Response(200, json={"id": "ev-1", "status": "failed", "error": "the judge was unreachable"})])) with pytest.raises(SystemExit) as exit_: eval_module.eval_crew() assert exit_.value.code == 1 assert "Evaluation failed: the judge was unreachable" in capsys.readouterr().out @pytest.mark.parametrize( ("response", "expected"), [ (httpx.Response(401, json={"error": "account_required", "message": "Execution x was already read once without an account. Log in with `crewai login`, or create an account, to read it again."}), "already read once without an account"), (httpx.Response(401, json={"error": "bad_credentials", "message": "Bad credentials"}), "Bad credentials. Log in with `crewai login`"), (httpx.Response(404, json={"error": "trace_not_found", "message": "No spans recorded for execution 6f31"}), "No spans recorded for execution 6f31"), (httpx.Response(429, json={"error": "rate_limit_exceeded", "message": "Too many requests"}, headers={"Retry-After": "60"}), "Too many requests — retry after 60s"), (httpx.Response(503, json={"error": "service_unavailable", "message": "Wharf could not list the spans"}), "AMP answered 503: Wharf could not list the spans"), (httpx.Response(500, text="boom"), "AMP answered 500."), ], ) def test_amps_refusals_are_printed_in_its_words_and_exit_one(project, monkeypatch, capsys, response, expected): directory, opened = project record_last_run(directory) install(monkeypatch, FakeAMP(create=response)) with pytest.raises(SystemExit) as exit_: eval_module.eval_crew() assert exit_.value.code == 1 assert expected in capsys.readouterr().out assert opened == [] def test_without_a_traced_run_and_no_terminal_it_explains_and_exits(project, monkeypatch, capsys): monkeypatch.setattr(eval_module, "is_dmn_mode_enabled", lambda: True) amp = install(monkeypatch, FakeAMP()) with pytest.raises(SystemExit) as exit_: eval_module.eval_crew() assert exit_.value.code == 1 out = capsys.readouterr().out assert "No traced run is recorded" in out and "CREWAI_TRACING_ENABLED=true" in out and "crewai run" in out assert amp.calls == [] def test_without_a_traced_run_it_offers_to_turn_tracing_on_and_run_the_crew(project, monkeypatch, capsys): directory, _ = project monkeypatch.setattr(eval_module.sys.stdin, "isatty", lambda: True) monkeypatch.setattr(eval_module.click, "confirm", lambda *args, **kwargs: True) ran: list[str] = [] def fake_run_crew() -> None: ran.append("run") assert eval_module.os.environ.get("CREWAI_TRACING_ENABLED") == "true" record_last_run(directory, "fresh-run") import crewai_cli.run_crew as run_crew_module monkeypatch.setattr(run_crew_module, "run_crew", fake_run_crew) monkeypatch.delenv("CREWAI_TRACING_ENABLED", raising=False) amp = install(monkeypatch, FakeAMP(statuses=[done()])) eval_module.eval_crew() assert ran == ["run"] assert "CREWAI_TRACING_ENABLED=true" in (directory / ".env").read_text() assert amp.calls[0] == ("create", "fresh-run") assert "Tracing is on for this project" in capsys.readouterr().out def test_declining_the_offer_exits_cleanly_with_the_steps(project, monkeypatch, capsys): monkeypatch.setattr(eval_module.sys.stdin, "isatty", lambda: True) monkeypatch.setattr(eval_module.click, "confirm", lambda *args, **kwargs: False) amp = install(monkeypatch, FakeAMP()) with pytest.raises(SystemExit) as exit_: eval_module.eval_crew() assert exit_.value.code == 0 assert "crewai eval" in capsys.readouterr().out and amp.calls == [] def test_a_run_that_leaves_no_trace_behind_is_explained(project, monkeypatch, capsys): monkeypatch.setattr(eval_module.sys.stdin, "isatty", lambda: True) monkeypatch.setattr(eval_module.click, "confirm", lambda *args, **kwargs: True) import crewai_cli.run_crew as run_crew_module monkeypatch.setattr(run_crew_module, "run_crew", lambda: None) install(monkeypatch, FakeAMP()) with pytest.raises(SystemExit) as exit_: eval_module.eval_crew() assert exit_.value.code == 1 assert "no trace was recorded" in capsys.readouterr().out def test_the_cli_command_maps_to_the_implementation(monkeypatch): calls = [] monkeypatch.setattr("crewai_cli.cli.eval_crew", lambda **kwargs: calls.append(kwargs)) runner = CliRunner() assert runner.invoke(eval_command, []).exit_code == 0 assert runner.invoke(eval_command, ["--run", EXECUTION_ID]).exit_code == 0 assert calls == [{"run_id": None}, {"run_id": EXECUTION_ID}] assert "Evaluate the last traced run" in runner.invoke(eval_command, ["--help"]).output def test_last_run_id_reads_the_record_crewai_writes(tmp_path): assert eval_module.last_run_id(tmp_path) is None (tmp_path / ".crewai").mkdir() (tmp_path / ".crewai" / "last_run.json").write_text("not json") assert eval_module.last_run_id(tmp_path) is None record_last_run(tmp_path) assert eval_module.last_run_id(tmp_path) == EXECUTION_ID