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test: add gemini-2.0 test for production-ready features #1718

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Merged
merged 1 commit into from
May 12, 2025
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test: add gemini-2.0 test for production-ready features #1718

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1 change: 1 addition & 0 deletions bigframes/ml/llm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -83,6 +83,7 @@
_GEMINI_1P5_FLASH_002_ENDPOINT,
_GEMINI_2_FLASH_EXP_ENDPOINT,
_GEMINI_2_FLASH_001_ENDPOINT,
_GEMINI_2_FLASH_LITE_001_ENDPOINT,
)

_CLAUDE_3_SONNET_ENDPOINT = "claude-3-sonnet"
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3 changes: 2 additions & 1 deletion tests/system/load/test_llm.py
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Expand Up @@ -25,7 +25,7 @@ def llm_remote_text_pandas_df():
return pd.DataFrame(
{
"prompt": [
"Please do sentiment analysis on the following text and only output a number from 0 to 5where 0 means sadness, 1 means joy, 2 means love, 3 means anger, 4 means fear, and 5 means surprise. Text: i feel beautifully emotional knowing that these women of whom i knew just a handful were holding me and my baba on our journey",
"Please do sentiment analysis on the following text and only output a number from 0 to 5 where 0 means sadness, 1 means joy, 2 means love, 3 means anger, 4 means fear, and 5 means surprise. Text: i feel beautifully emotional knowing that these women of whom i knew just a handful were holding me and my baba on our journey",
"Please do sentiment analysis on the following text and only output a number from 0 to 5 where 0 means sadness, 1 means joy, 2 means love, 3 means anger, 4 means fear, and 5 means surprise. Text: i was feeling a little vain when i did this one",
"Please do sentiment analysis on the following text and only output a number from 0 to 5 where 0 means sadness, 1 means joy, 2 means love, 3 means anger, 4 means fear, and 5 means surprise. Text: a father of children killed in an accident",
],
Expand All @@ -43,6 +43,7 @@ def llm_remote_text_df(session, llm_remote_text_pandas_df):
(
"gemini-1.5-pro-002",
"gemini-1.5-flash-002",
"gemini-2.0-flash-001",
),
)
def test_llm_gemini_configure_fit(
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1 change: 1 addition & 0 deletions tests/system/small/ml/test_multimodal_llm.py
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Expand Up @@ -47,6 +47,7 @@ def test_multimodal_embedding_generator_predict_default_params_success(
"gemini-1.5-flash-002",
"gemini-2.0-flash-exp",
"gemini-2.0-flash-001",
"gemini-2.0-flash-lite-001",
),
)
@pytest.mark.flaky(retries=2)
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