feat: GenAI SDK client(multimodal) - Support Assess Tuning Resource for multimodal dataset.

PiperOrigin-RevId: 825735120

Author: BenjaminKazemi

tests/unit/vertexai/genai/replays/test_assess_multimodal_dataset.py

@@ -0,0 +1,116 @@
+# Copyright 2025 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.
+#
+# pylint: disable=protected-access,bad-continuation,missing-function-docstring
+
+from tests.unit.vertexai.genai.replays import pytest_helper
+from vertexai._genai import types
+
+import pytest
+
+METADATA_SCHEMA_URI = (
+    "gs://google-cloud-aiplatform/schema/dataset/metadata/multimodal_1.0.0.yaml"
+)
+BIGQUERY_TABLE_NAME = "vertex-sdk-dev.multimodal_dataset.test-table"
+DATASET = "8810841321427173376"
+
+
+def test_assess_dataset(client):
+    operation = client.datasets._assess_multimodal_dataset(
+        name=DATASET,
+        tuning_resource_usage_assessment_config=types.TuningResourceUsageAssessmentConfig(
+            model_name="gemini-2.5-flash-001"
+        ),
+        gemini_request_read_config=types.GeminiRequestReadConfig(
+            template_config=types.GeminiTemplateConfig(
+                gemini_example=types.GeminiExample(
+                    contents=[
+                        {
+                            "role": "user",
+                            "parts": [{"text": "What is the capital of {name}?"}],
+                        }
+                    ],
+                ),
+            ),
+        ),
+    )
+    assert isinstance(operation, types.MultimodalDatasetOperation)
+
+
+def test_assess_tuning_resources(client):
+    response = client.datasets.assess_tuning_resources(
+        dataset_name=DATASET,
+        model_name="gemini-2.5-flash-001",
+        template_config=types.GeminiTemplateConfig(
+            gemini_example=types.GeminiExample(
+                contents=[
+                    {
+                        "role": "user",
+                        "parts": [{"text": "What is the capital of {name}?"}],
+                    }
+                ],
+            ),
+        ),
+    )
+    assert isinstance(response, types.TuningResourceUsageAssessmentResult)
+
+
+pytestmark = pytest_helper.setup(
+    file=__file__,
+    globals_for_file=globals(),
+)
+
+pytest_plugins = ("pytest_asyncio",)
+
+
+@pytest.mark.asyncio
+async def test_assess_dataset_async(client):
+    operation = await client.aio.datasets._assess_multimodal_dataset(
+        name=DATASET,
+        tuning_resource_usage_assessment_config=types.TuningResourceUsageAssessmentConfig(
+            model_name="gemini-2.5-flash-001"
+        ),
+        gemini_request_read_config=types.GeminiRequestReadConfig(
+            template_config=types.GeminiTemplateConfig(
+                gemini_example=types.GeminiExample(
+                    contents=[
+                        {
+                            "role": "user",
+                            "parts": [{"text": "What is the capital of {name}?"}],
+                        }
+                    ],
+                ),
+            ),
+        ),
+    )
+    assert isinstance(operation, types.MultimodalDatasetOperation)
+
+
+@pytest.mark.asyncio
+async def test_assess_tuning_resources_async(client):
+    response = await client.aio.datasets.assess_tuning_resources(
+        dataset_name=DATASET,
+        model_name="gemini-2.5-flash-001",
+        template_config=types.GeminiTemplateConfig(
+            gemini_example=types.GeminiExample(
+                contents=[
+                    {
+                        "role": "user",
+                        "parts": [{"text": "What is the capital of {name}?"}],
+                    }
+                ],
+            ),
+        ),
+    )
+    assert isinstance(response, types.TuningResourceUsageAssessmentResult)