updating testing

Author: CadillacBurgess1

generative_ai/model_garden/test_model_garden_examples.py

@@ -11,17 +11,55 @@
 # 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.
+import os
+from typing import Callable
 
 import backoff
-
 from google.api_core.exceptions import ResourceExhausted
+from google.cloud import storage
+from google.cloud.aiplatform import BatchPredictionJob
+from google.cloud.aiplatform_v1 import JobState
+import pytest
 
 import claude_3_batch_prediciton_bq
 import claude_3_batch_prediction_gcs
 import claude_3_streaming_example
 import claude_3_tool_example
 import claude_3_unary_example
 
+PROJECT_ID = os.getenv("GOOGLE_CLOUD_PROJECT")
+
+INPUT_BUCKET = "kellysun-test-project-europe-west1"
+OUTPUT_BUCKET = "python-docs-samples-tests"
+OUTPUT_PATH = "batch/batch_text_predict_output"
+GCS_OUTPUT_PATH = "gs://python-docs-samples-tests/"
+OUTPUT_TABLE = f"bq://{PROJECT_ID}.gen_ai_batch_prediction.predictions"
+
+
+def _clean_resources() -> None:
+    storage_client = storage.Client()
+    bucket = storage_client.get_bucket(OUTPUT_BUCKET)
+    blobs = bucket.list_blobs(prefix=OUTPUT_PATH)
+    for blob in blobs:
+        blob.delete()
+
+
+@pytest.fixture(scope="session")
+def output_folder() -> str:
+    yield f"gs://{OUTPUT_BUCKET}/{OUTPUT_PATH}"
+    _clean_resources()
+
+
+def _main_test(test_func: Callable) -> BatchPredictionJob:
+    job = None
+    try:
+        job = test_func()
+        assert job.state == JobState.JOB_STATE_SUCCEEDED
+        return job
+    finally:
+        if job is not None:
+            job.delete()
+
 
 @backoff.on_exception(backoff.expo, ResourceExhausted, max_time=10)
 def test_generate_text_streaming() -> None:
@@ -44,13 +82,21 @@ def test_generate_text() -> None:
     assert "bread" in responses.model_dump_json(indent=2)
 
 
-@backoff.on_exception(backoff.expo, ResourceExhausted, max_time=10)
-def test_generate_text_gcs() -> None:
-    responses = claude_3_batch_prediction_gcs.generate_text()
-    assert "bread" in responses.model_dump_json(indent=2)
+def test_batch_gemini_predict_gcs(output_folder: pytest.fixture()) -> None:
+    output_uri = "gs://python-docs-samples-tests"
+    job = _main_test(
+        test_func=lambda: claude_3_batch_prediction_gcs.batch_predict_gemini_createjob(
+            output_uri
+        )
+    )
+    assert GCS_OUTPUT_PATH in job.output_location
 
 
-@backoff.on_exception(backoff.expo, ResourceExhausted, max_time=10)
-def test_generate_text_bq() -> None:
-    responses = claude_3_batch_prediciton_bq.generate_text()
-    assert "bread" in responses.model_dump_json(indent=2)
+def test_batch_gemini_predict_bigquery(output_folder: pytest.fixture()) -> None:
+    output_uri = f"bq://{PROJECT_ID}.gen_ai_batch_prediction.predictions"
+    job = _main_test(
+        test_func=lambda: claude_3_batch_prediciton_bq.batch_predict_gemini_createjob(
+            output_uri
+            )
+    )
+    assert OUTPUT_TABLE in job.output_location