# Copyright 2026 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. """Tests for generate_eval_cases CLI command.""" import json import os import pathlib from click.testing import CliRunner # We must mock or import the command safely for pytest from google.adk.cli.cli_tools_click import cli_generate_eval_cases import pytest def test_cli_generate_eval_cases_integration(tmp_path): """E2E Test for the Vertex AI Scenario Generation Facade via the CLI.""" # This requires identical project setup to Kokoro's e2e_test_gcp_ubuntu_docker if not os.environ.get("GOOGLE_CLOUD_PROJECT"): pytest.skip( "GOOGLE_CLOUD_PROJECT is not set. Skipping generation CLI integration" " test." ) # 1. Provide a UserSimulationConfig proxy config_file = tmp_path / "user_sim_config.json" config_data = { "generation_instruction": ( "Generate a test conversation scenario where the user asks a simple" " question." ), "count": 1, "model_name": "gemini-2.5-flash", } with open(config_file, "w") as f: json.dump(config_data, f) eval_set_id = "cli_gen_test_eval_set" # 2. Invoke the command via click's testing runner runner = CliRunner() result = runner.invoke( cli_generate_eval_cases, [ str( pathlib.Path(__file__).parent / "fixture" / "home_automation_agent" ), eval_set_id, f"--user_simulation_config_file={config_file}", "--log_level=DEBUG", ], ) # 3. Assert correct output assert ( result.exit_code == 0 ), f"Command failed: {result.exception}\nOutput: {result.output}" assert "Generating scenarios utilizing Vertex AI Eval SDK..." in result.output assert "added to eval set" in result.output