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| 1 | +# Copyright 2026 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 | + |
| 19 | +from google.adk.evaluation._eval_set_results_manager_utils import _sanitize_eval_set_result_name |
| 20 | +from google.adk.evaluation._eval_set_results_manager_utils import create_eval_set_result |
| 21 | +from google.adk.evaluation._eval_set_results_manager_utils import parse_eval_set_result_json |
| 22 | +from google.adk.evaluation.eval_metrics import EvalStatus |
| 23 | +from google.adk.evaluation.eval_result import EvalCaseResult |
| 24 | +from google.adk.evaluation.eval_result import EvalSetResult |
| 25 | +import pytest |
| 26 | + |
| 27 | + |
| 28 | +def _build_eval_case_result( |
| 29 | + eval_id: str = "eval_1", session_id: str = "session_1" |
| 30 | +) -> EvalCaseResult: |
| 31 | + """Builds a minimal but valid EvalCaseResult for testing.""" |
| 32 | + return EvalCaseResult( |
| 33 | + eval_set_id="eval_set_1", |
| 34 | + eval_id=eval_id, |
| 35 | + final_eval_status=EvalStatus.PASSED, |
| 36 | + overall_eval_metric_results=[], |
| 37 | + eval_metric_result_per_invocation=[], |
| 38 | + session_id=session_id, |
| 39 | + ) |
| 40 | + |
| 41 | + |
| 42 | +class TestSanitizeEvalSetResultName: |
| 43 | + |
| 44 | + def test_replaces_forward_slash_with_underscore(self): |
| 45 | + assert _sanitize_eval_set_result_name("app/eval_set") == "app_eval_set" |
| 46 | + |
| 47 | + def test_replaces_all_forward_slashes(self): |
| 48 | + assert _sanitize_eval_set_result_name("a/b/c/d") == "a_b_c_d" |
| 49 | + |
| 50 | + def test_name_without_slash_is_unchanged(self): |
| 51 | + assert _sanitize_eval_set_result_name("app_eval_set_123") == ( |
| 52 | + "app_eval_set_123" |
| 53 | + ) |
| 54 | + |
| 55 | + def test_empty_name_is_unchanged(self): |
| 56 | + assert _sanitize_eval_set_result_name("") == "" |
| 57 | + |
| 58 | + |
| 59 | +class TestCreateEvalSetResult: |
| 60 | + |
| 61 | + def test_creates_eval_set_result_with_expected_fields(self): |
| 62 | + eval_case_results = [_build_eval_case_result()] |
| 63 | + |
| 64 | + result = create_eval_set_result( |
| 65 | + app_name="my_app", |
| 66 | + eval_set_id="my_eval_set", |
| 67 | + eval_case_results=eval_case_results, |
| 68 | + ) |
| 69 | + |
| 70 | + assert isinstance(result, EvalSetResult) |
| 71 | + assert result.eval_set_id == "my_eval_set" |
| 72 | + assert result.eval_case_results == eval_case_results |
| 73 | + |
| 74 | + def test_result_id_encodes_app_eval_set_and_timestamp(self): |
| 75 | + result = create_eval_set_result( |
| 76 | + app_name="my_app", |
| 77 | + eval_set_id="my_eval_set", |
| 78 | + eval_case_results=[], |
| 79 | + ) |
| 80 | + |
| 81 | + # The id is "{app_name}_{eval_set_id}_{timestamp}" and the timestamp is |
| 82 | + # stored verbatim as the creation_timestamp. |
| 83 | + assert result.eval_set_result_id == ( |
| 84 | + f"my_app_my_eval_set_{result.creation_timestamp}" |
| 85 | + ) |
| 86 | + |
| 87 | + def test_result_name_is_sanitized(self): |
| 88 | + # A "/" in the id (here via the app name) must not survive into the name, |
| 89 | + # since the name is used to derive a filesystem-safe identifier. |
| 90 | + result = create_eval_set_result( |
| 91 | + app_name="my/app", |
| 92 | + eval_set_id="my_eval_set", |
| 93 | + eval_case_results=[], |
| 94 | + ) |
| 95 | + |
| 96 | + assert "/" not in result.eval_set_result_name |
| 97 | + assert result.eval_set_result_name == ( |
| 98 | + result.eval_set_result_id.replace("/", "_") |
| 99 | + ) |
| 100 | + |
| 101 | + def test_creates_result_with_empty_eval_case_results(self): |
| 102 | + result = create_eval_set_result( |
| 103 | + app_name="my_app", |
| 104 | + eval_set_id="my_eval_set", |
| 105 | + eval_case_results=[], |
| 106 | + ) |
| 107 | + |
| 108 | + assert result.eval_case_results == [] |
| 109 | + |
| 110 | + |
| 111 | +class TestParseEvalSetResultJson: |
| 112 | + |
| 113 | + def _build_eval_set_result(self) -> EvalSetResult: |
| 114 | + return EvalSetResult( |
| 115 | + eval_set_result_id="my_app_my_eval_set_123.0", |
| 116 | + eval_set_result_name="my_app_my_eval_set_123.0", |
| 117 | + eval_set_id="my_eval_set", |
| 118 | + eval_case_results=[_build_eval_case_result()], |
| 119 | + creation_timestamp=123.0, |
| 120 | + ) |
| 121 | + |
| 122 | + def test_parses_standard_json_string(self): |
| 123 | + original = self._build_eval_set_result() |
| 124 | + |
| 125 | + parsed = parse_eval_set_result_json(original.model_dump_json()) |
| 126 | + |
| 127 | + assert parsed == original |
| 128 | + |
| 129 | + def test_parses_json_bytes(self): |
| 130 | + original = self._build_eval_set_result() |
| 131 | + |
| 132 | + parsed = parse_eval_set_result_json(original.model_dump_json().encode()) |
| 133 | + |
| 134 | + assert parsed == original |
| 135 | + |
| 136 | + def test_parses_camel_case_aliased_json(self): |
| 137 | + original = self._build_eval_set_result() |
| 138 | + |
| 139 | + parsed = parse_eval_set_result_json(original.model_dump_json(by_alias=True)) |
| 140 | + |
| 141 | + assert parsed == original |
| 142 | + |
| 143 | + def test_parses_legacy_double_encoded_json(self): |
| 144 | + # Legacy result files stored the object as a JSON-encoded string, i.e. the |
| 145 | + # outer JSON is a string whose value is itself the inner JSON object. |
| 146 | + original = self._build_eval_set_result() |
| 147 | + double_encoded = json.dumps(original.model_dump_json()) |
| 148 | + |
| 149 | + parsed = parse_eval_set_result_json(double_encoded) |
| 150 | + |
| 151 | + assert parsed == original |
| 152 | + |
| 153 | + def test_raises_on_json_object_missing_required_fields(self): |
| 154 | + with pytest.raises(Exception): |
| 155 | + parse_eval_set_result_json('{"unexpected_field": "value"}') |
| 156 | + |
| 157 | + def test_raises_on_non_json_input(self): |
| 158 | + with pytest.raises(Exception): |
| 159 | + parse_eval_set_result_json("not valid json at all {") |
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