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feat: Pandas v2 compatibility #3957

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Merged
jeremyary merged 9 commits into from
Mar 4, 2024
Merged

feat: Pandas v2 compatibility #3957

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bd2d690
feat: Support pandas v2
sudohainguyen Feb 18, 2024
9ec43d8
fix: Prune dependencies
sudohainguyen Feb 18, 2024
d8978f4
chore: Re-compile reqs py310
sudohainguyen Feb 18, 2024
ba7d048
fix: Mark test skip with conditions
sudohainguyen Feb 18, 2024
30a535a
chore: Re-compile reqs py39
sudohainguyen Feb 18, 2024
f291b90
chore: Update skip reason
sudohainguyen Feb 18, 2024
8cbbc6f
chore: Re-compile reqs py38
sudohainguyen Feb 19, 2024
3324f39
chore: Bump snowflake connector
sudohainguyen Feb 23, 2024
a0e966b
chore: Remove test skip
sudohainguyen Feb 23, 2024
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chore: Update skip reason 
Signed-off-by: Hai Nguyen <quanghai.ng1512@gmail.com>
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@sudohainguyen
sudohainguyen committed Mar 2, 2024
commit f291b9047c4a5e2c6039113e723f8b54a4c24c11
2 changes: 1 addition & 1 deletion sdk/python/tests/integration/offline_store/test_feature_logging.py
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Expand Up @@ -30,7 +30,7 @@
@pytest.mark.parametrize("pass_as_path", [True, False], ids=lambda v: str(v))
@pytest.mark.skipif(
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@tokoko tokoko Feb 20, 2024

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Does 2.0.3 also contain this bug? If so, even after snowflake is released, 3.8 tests will still fail once we remove skipifs as the latest pandas release in 3.8 is 2.0.3. Will we need to pin pandas version below 2.0.0 only for python 3.8 using environment markers?

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@sudohainguyen sudohainguyen Feb 20, 2024

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well actually the bug appears running pandas testing only,
it does not affect to features though

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@tokoko tokoko Feb 21, 2024

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still, wdyt about adding something like this in our ci extras: pandas < 2.0.0 : python_version == '3.8'. Would be better than skipping the tests entirely.

pd.__version__ < "2.2.0" and pd.__version__ >= "2.0.0",
reason="Requires pandas version 2.2.0 or higher",
reason="Skip test due to pandas issue 55730 for pandas version 2.0.0 - 2.1.0",
# https://github.com/pandas-dev/pandas/issues/55730
)
def test_feature_service_logging(environment, universal_data_sources, pass_as_path):
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7 changes: 6 additions & 1 deletion sdk/python/tests/integration/offline_store/test_universal_historical_retrieval.py
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Expand Up @@ -340,6 +340,11 @@ def test_historical_features_with_entities_from_query(

table_from_sql_entities = job_from_sql.to_arrow().to_pandas()
for col in table_from_sql_entities.columns:
# check if col dtype is timezone naive
if pd.api.types.is_datetime64_dtype(table_from_sql_entities[col]):
table_from_sql_entities[col] = table_from_sql_entities[col].dt.tz_localize(
"UTC"
)
expected_df_query[col] = expected_df_query[col].astype(
table_from_sql_entities[col].dtype
)
Expand Down Expand Up @@ -515,7 +520,7 @@ def test_historical_features_with_no_ttl(
@pytest.mark.universal_offline_stores
@pytest.mark.skipif(
pd.__version__ < "2.2.0" and pd.__version__ >= "2.0.0",
reason="Requires pandas version 2.2.0 or higher",
reason="Skip test due to pandas issue 55730 for pandas version 2.0.0 - 2.1.0",
# https://github.com/pandas-dev/pandas/issues/55730
)
def test_historical_features_from_bigquery_sources_containing_backfills(environment):
Expand Down