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| 1 | +# Copyright 2025 Google LLC |
| 2 | +# |
| 3 | +# Licensed under the Apache License, Version 2.0 (the "License"); |
| 4 | +# you may not use this file except in compliance with the License. |
| 5 | +# You may obtain a copy of the License at |
| 6 | +# |
| 7 | +# http://www.apache.org/licenses/LICENSE-2.0 |
| 8 | +# |
| 9 | +# Unless required by applicable law or agreed to in writing, software |
| 10 | +# distributed under the License is distributed on an "AS IS" BASIS, |
| 11 | +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 12 | +# See the License for the specific language governing permissions and |
| 13 | +# limitations under the License. |
| 14 | + |
| 15 | +from __future__ import annotations |
| 16 | + |
| 17 | +import json |
| 18 | +import os |
| 19 | +import shutil |
| 20 | +import tempfile |
| 21 | +import time |
| 22 | +from unittest.mock import patch |
| 23 | + |
| 24 | +from google.adk.evaluation.eval_result import EvalCaseResult |
| 25 | +from google.adk.evaluation.eval_result import EvalSetResult |
| 26 | +from google.adk.evaluation.evaluator import EvalStatus |
| 27 | +from google.adk.evaluation.local_eval_set_results_manager import _ADK_EVAL_HISTORY_DIR |
| 28 | +from google.adk.evaluation.local_eval_set_results_manager import _EVAL_SET_RESULT_FILE_EXTENSION |
| 29 | +from google.adk.evaluation.local_eval_set_results_manager import _sanitize_eval_set_result_name |
| 30 | +from google.adk.evaluation.local_eval_set_results_manager import LocalEvalSetResultsManager |
| 31 | +import pytest |
| 32 | + |
| 33 | + |
| 34 | +def test_sanitize_eval_set_result_name(): |
| 35 | + assert _sanitize_eval_set_result_name("app/name") == "app_name" |
| 36 | + assert _sanitize_eval_set_result_name("app_name") == "app_name" |
| 37 | + assert _sanitize_eval_set_result_name("app/name/with/slashes") == ( |
| 38 | + "app_name_with_slashes" |
| 39 | + ) |
| 40 | + |
| 41 | + |
| 42 | +class TestLocalEvalSetResultsManager: |
| 43 | + |
| 44 | + @pytest.fixture(autouse=True) |
| 45 | + def setup(self): |
| 46 | + self.temp_dir = tempfile.mkdtemp() |
| 47 | + self.agents_dir = os.path.join(self.temp_dir, "agents") |
| 48 | + os.makedirs(self.agents_dir) |
| 49 | + self.manager = LocalEvalSetResultsManager(self.agents_dir) |
| 50 | + self.app_name = "test_app" |
| 51 | + self.eval_set_id = "test_eval_set" |
| 52 | + self.eval_case_results = [ |
| 53 | + EvalCaseResult( |
| 54 | + eval_set_file="test_file", |
| 55 | + eval_set_id=self.eval_set_id, |
| 56 | + eval_id="case1", |
| 57 | + final_eval_status=EvalStatus.PASSED, |
| 58 | + eval_metric_results=[], |
| 59 | + overall_eval_metric_results=[], |
| 60 | + eval_metric_result_per_invocation=[], |
| 61 | + session_id="session1", |
| 62 | + ) |
| 63 | + ] |
| 64 | + self.timestamp = time.time() # Store the timestamp |
| 65 | + self.eval_set_result_id = ( |
| 66 | + self.app_name + "_" + self.eval_set_id + "_" + str(self.timestamp) |
| 67 | + ) |
| 68 | + self.eval_set_result_name = _sanitize_eval_set_result_name( |
| 69 | + self.eval_set_result_id |
| 70 | + ) |
| 71 | + self.eval_set_result = EvalSetResult( |
| 72 | + eval_set_result_id=self.eval_set_result_id, |
| 73 | + eval_set_result_name=self.eval_set_result_name, |
| 74 | + eval_set_id=self.eval_set_id, |
| 75 | + eval_case_results=self.eval_case_results, |
| 76 | + creation_timestamp=self.timestamp, |
| 77 | + ) |
| 78 | + |
| 79 | + def teardown(self): |
| 80 | + shutil.rmtree(self.temp_dir) |
| 81 | + |
| 82 | + @patch("time.time") |
| 83 | + def test_save_eval_set_result(self, mock_time): |
| 84 | + mock_time.return_value = self.timestamp |
| 85 | + self.manager.save_eval_set_result( |
| 86 | + self.app_name, self.eval_set_id, self.eval_case_results |
| 87 | + ) |
| 88 | + eval_history_dir = os.path.join( |
| 89 | + self.agents_dir, self.app_name, _ADK_EVAL_HISTORY_DIR |
| 90 | + ) |
| 91 | + expected_file_path = os.path.join( |
| 92 | + eval_history_dir, |
| 93 | + self.eval_set_result_name + _EVAL_SET_RESULT_FILE_EXTENSION, |
| 94 | + ) |
| 95 | + assert os.path.exists(expected_file_path) |
| 96 | + with open(expected_file_path, "r") as f: |
| 97 | + actual_eval_set_result_json = json.load(f) |
| 98 | + |
| 99 | + # need to convert eval_set_result to json |
| 100 | + expected_eval_set_result_json = self.eval_set_result.model_dump_json() |
| 101 | + assert expected_eval_set_result_json == actual_eval_set_result_json |
| 102 | + |
| 103 | + @patch("time.time") |
| 104 | + def test_get_eval_set_result(self, mock_time): |
| 105 | + mock_time.return_value = self.timestamp |
| 106 | + self.manager.save_eval_set_result( |
| 107 | + self.app_name, self.eval_set_id, self.eval_case_results |
| 108 | + ) |
| 109 | + retrieved_result = self.manager.get_eval_set_result( |
| 110 | + self.app_name, self.eval_set_result_name |
| 111 | + ) |
| 112 | + assert retrieved_result == self.eval_set_result |
| 113 | + |
| 114 | + @patch("time.time") |
| 115 | + def test_get_eval_set_result_not_found(self, mock_time): |
| 116 | + mock_time.return_value = self.timestamp |
| 117 | + |
| 118 | + with pytest.raises(ValueError) as e: |
| 119 | + self.manager.get_eval_set_result(self.app_name, "non_existent_id") |
| 120 | + |
| 121 | + assert "does not exist" in str(e.value) |
| 122 | + |
| 123 | + @patch("time.time") |
| 124 | + def test_list_eval_set_results(self, mock_time): |
| 125 | + mock_time.return_value = self.timestamp |
| 126 | + # Save two eval set results for the same app |
| 127 | + self.manager.save_eval_set_result( |
| 128 | + self.app_name, self.eval_set_id, self.eval_case_results |
| 129 | + ) |
| 130 | + timestamp2 = time.time() + 1 |
| 131 | + mock_time.return_value = timestamp2 |
| 132 | + eval_set_result_id2 = ( |
| 133 | + self.app_name + "_" + self.eval_set_id + "_" + str(timestamp2) |
| 134 | + ) |
| 135 | + eval_set_result_name2 = _sanitize_eval_set_result_name(eval_set_result_id2) |
| 136 | + eval_case_results2 = [ |
| 137 | + EvalCaseResult( |
| 138 | + eval_set_file="test_file", |
| 139 | + eval_set_id=self.eval_set_id, |
| 140 | + eval_id="case2", |
| 141 | + final_eval_status=EvalStatus.FAILED, |
| 142 | + eval_metric_results=[], |
| 143 | + overall_eval_metric_results=[], |
| 144 | + eval_metric_result_per_invocation=[], |
| 145 | + session_id="session2", |
| 146 | + ) |
| 147 | + ] |
| 148 | + self.manager.save_eval_set_result( |
| 149 | + self.app_name, self.eval_set_id, eval_case_results2 |
| 150 | + ) |
| 151 | + |
| 152 | + # Save one eval set result for a different app |
| 153 | + app_name2 = "another_app" |
| 154 | + timestamp3 = time.time() + 2 |
| 155 | + mock_time.return_value = timestamp3 |
| 156 | + |
| 157 | + self.manager.save_eval_set_result( |
| 158 | + app_name2, self.eval_set_id, self.eval_case_results |
| 159 | + ) |
| 160 | + |
| 161 | + results = self.manager.list_eval_set_results(self.app_name) |
| 162 | + expected_result = [self.eval_set_result_name, eval_set_result_name2] |
| 163 | + assert set(results) == set(expected_result) |
| 164 | + |
| 165 | + def test_list_eval_set_results_empty(self): |
| 166 | + # No eval set results saved for the app |
| 167 | + results = self.manager.list_eval_set_results(self.app_name) |
| 168 | + assert results == [] |
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