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test: Added unit test coverage for local_eval_set_results_manager.py
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# Copyright 2025 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from __future__ import annotations
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import json
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import os
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import shutil
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import tempfile
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import time
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from unittest.mock import patch
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from google.adk.evaluation.eval_result import EvalCaseResult
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from google.adk.evaluation.eval_result import EvalSetResult
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from google.adk.evaluation.evaluator import EvalStatus
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from google.adk.evaluation.local_eval_set_results_manager import _ADK_EVAL_HISTORY_DIR
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from google.adk.evaluation.local_eval_set_results_manager import _EVAL_SET_RESULT_FILE_EXTENSION
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from google.adk.evaluation.local_eval_set_results_manager import _sanitize_eval_set_result_name
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from google.adk.evaluation.local_eval_set_results_manager import LocalEvalSetResultsManager
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import pytest
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def test_sanitize_eval_set_result_name():
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assert _sanitize_eval_set_result_name("app/name") == "app_name"
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assert _sanitize_eval_set_result_name("app_name") == "app_name"
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assert _sanitize_eval_set_result_name("app/name/with/slashes") == (
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"app_name_with_slashes"
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)
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class TestLocalEvalSetResultsManager:
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@pytest.fixture(autouse=True)
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def setup(self):
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self.temp_dir = tempfile.mkdtemp()
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self.agents_dir = os.path.join(self.temp_dir, "agents")
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os.makedirs(self.agents_dir)
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self.manager = LocalEvalSetResultsManager(self.agents_dir)
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self.app_name = "test_app"
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self.eval_set_id = "test_eval_set"
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self.eval_case_results = [
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EvalCaseResult(
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eval_set_file="test_file",
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eval_set_id=self.eval_set_id,
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eval_id="case1",
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final_eval_status=EvalStatus.PASSED,
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eval_metric_results=[],
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overall_eval_metric_results=[],
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eval_metric_result_per_invocation=[],
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session_id="session1",
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)
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]
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self.timestamp = time.time() # Store the timestamp
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self.eval_set_result_id = (
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self.app_name + "_" + self.eval_set_id + "_" + str(self.timestamp)
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)
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self.eval_set_result_name = _sanitize_eval_set_result_name(
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self.eval_set_result_id
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)
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self.eval_set_result = EvalSetResult(
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eval_set_result_id=self.eval_set_result_id,
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eval_set_result_name=self.eval_set_result_name,
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eval_set_id=self.eval_set_id,
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eval_case_results=self.eval_case_results,
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creation_timestamp=self.timestamp,
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)
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def teardown(self):
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shutil.rmtree(self.temp_dir)
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@patch("time.time")
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def test_save_eval_set_result(self, mock_time):
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mock_time.return_value = self.timestamp
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self.manager.save_eval_set_result(
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self.app_name, self.eval_set_id, self.eval_case_results
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)
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eval_history_dir = os.path.join(
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self.agents_dir, self.app_name, _ADK_EVAL_HISTORY_DIR
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)
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expected_file_path = os.path.join(
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eval_history_dir,
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self.eval_set_result_name + _EVAL_SET_RESULT_FILE_EXTENSION,
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)
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assert os.path.exists(expected_file_path)
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with open(expected_file_path, "r") as f:
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actual_eval_set_result_json = json.load(f)
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# need to convert eval_set_result to json
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expected_eval_set_result_json = self.eval_set_result.model_dump_json()
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assert expected_eval_set_result_json == actual_eval_set_result_json
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@patch("time.time")
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def test_get_eval_set_result(self, mock_time):
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mock_time.return_value = self.timestamp
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self.manager.save_eval_set_result(
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self.app_name, self.eval_set_id, self.eval_case_results
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)
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retrieved_result = self.manager.get_eval_set_result(
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self.app_name, self.eval_set_result_name
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)
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assert retrieved_result == self.eval_set_result
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@patch("time.time")
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def test_get_eval_set_result_not_found(self, mock_time):
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mock_time.return_value = self.timestamp
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with pytest.raises(ValueError) as e:
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self.manager.get_eval_set_result(self.app_name, "non_existent_id")
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assert "does not exist" in str(e.value)
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@patch("time.time")
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def test_list_eval_set_results(self, mock_time):
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mock_time.return_value = self.timestamp
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# Save two eval set results for the same app
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self.manager.save_eval_set_result(
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self.app_name, self.eval_set_id, self.eval_case_results
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)
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timestamp2 = time.time() + 1
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mock_time.return_value = timestamp2
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eval_set_result_id2 = (
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self.app_name + "_" + self.eval_set_id + "_" + str(timestamp2)
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)
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eval_set_result_name2 = _sanitize_eval_set_result_name(eval_set_result_id2)
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eval_case_results2 = [
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EvalCaseResult(
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eval_set_file="test_file",
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eval_set_id=self.eval_set_id,
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eval_id="case2",
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final_eval_status=EvalStatus.FAILED,
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eval_metric_results=[],
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overall_eval_metric_results=[],
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eval_metric_result_per_invocation=[],
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session_id="session2",
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)
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]
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self.manager.save_eval_set_result(
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self.app_name, self.eval_set_id, eval_case_results2
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)
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# Save one eval set result for a different app
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app_name2 = "another_app"
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timestamp3 = time.time() + 2
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mock_time.return_value = timestamp3
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self.manager.save_eval_set_result(
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app_name2, self.eval_set_id, self.eval_case_results
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)
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results = self.manager.list_eval_set_results(self.app_name)
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expected_result = [self.eval_set_result_name, eval_set_result_name2]
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assert set(results) == set(expected_result)
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def test_list_eval_set_results_empty(self):
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# No eval set results saved for the app
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results = self.manager.list_eval_set_results(self.app_name)
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assert results == []

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