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test: add Gemini 2.0 tests #1213

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Merged
merged 2 commits into from
Dec 11, 2024
Merged

test: add Gemini 2.0 tests #1213

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1cb7d27
test: add Gemini 2.0 tests
GarrettWu Dec 11, 2024
4f25c7a
preview warnings tests
GarrettWu Dec 11, 2024
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17 changes: 17 additions & 0 deletions 17 tests/system/small/ml/test_llm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -267,6 +267,7 @@ def test_text_embedding_generator_multi_cols_predict_success(
"gemini-1.5-pro-002",
"gemini-1.5-flash-001",
"gemini-1.5-flash-002",
"gemini-2.0-flash-exp",
),
)
def test_create_load_gemini_text_generator_model(
Expand Down Expand Up @@ -297,6 +298,7 @@ def test_create_load_gemini_text_generator_model(
"gemini-1.5-pro-002",
"gemini-1.5-flash-001",
"gemini-1.5-flash-002",
"gemini-2.0-flash-exp",
),
)
@pytest.mark.flaky(retries=2)
Expand All @@ -322,6 +324,7 @@ def test_gemini_text_generator_predict_default_params_success(
"gemini-1.5-pro-002",
"gemini-1.5-flash-001",
"gemini-1.5-flash-002",
"gemini-2.0-flash-exp",
),
)
@pytest.mark.flaky(retries=2)
Expand Down Expand Up @@ -349,6 +352,7 @@ def test_gemini_text_generator_predict_with_params_success(
"gemini-1.5-pro-002",
"gemini-1.5-flash-001",
"gemini-1.5-flash-002",
"gemini-2.0-flash-exp",
),
)
@pytest.mark.flaky(retries=2)
Expand Down Expand Up @@ -469,3 +473,16 @@ def test_palm2_text_embedding_deprecated():
llm.PaLM2TextEmbeddingGenerator()
except (Exception):
pass


@pytest.mark.parametrize(
"model_name",
(
"gemini-1.5-pro-preview-0514",
"gemini-1.5-flash-preview-0514",
"gemini-2.0-flash-exp",
),
)
def test_gemini_preview_model_warnings(model_name):
with pytest.warns(exceptions.PreviewWarning):
llm.GeminiTextGenerator(model_name=model_name)
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