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Skip fastparquet timestamp tests when plugin cannot read/write timestamps #9831

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Dec 1, 2023
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Original file line number Diff line number Diff line change
Expand Up @@ -94,6 +94,13 @@ def read_with_fastparquet_or_plugin(spark):
return read_with_fastparquet_or_plugin


def is_timezone_utc():
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from spark_init_internal import get_spark_i_know_what_i_am_doing
import time
spark = get_spark_i_know_what_i_am_doing()
return spark.conf.get("spark.sql.session.timeZone") == "UTC" and time.tzname[time.daylight] == "UTC"


@pytest.mark.skipif(condition=fastparquet_unavailable(),
reason="fastparquet is required for testing fastparquet compatibility")
@pytest.mark.skipif(condition=spark_version() < "3.4.0",
Expand All @@ -119,9 +126,12 @@ def read_with_fastparquet_or_plugin(spark):
marks=pytest.mark.xfail(reason="fastparquet reads dates as timestamps.")),
pytest.param(DateGen(nullable=False),
marks=pytest.mark.xfail(reason="fastparquet reads far future dates (e.g. year=8705) incorrectly.")),
TimestampGen(nullable=False,
start=pandas_min_datetime,
end=pandas_max_datetime), # Vanilla case.
pytest.param(TimestampGen(nullable=False,
start=pandas_min_datetime,
end=pandas_max_datetime),
marks=pytest.mark.skipif(condition=not is_timezone_utc(),
reason="fastparquet interprets timestamps in UTC timezone, regardless "
"of timezone settings")), # Vanilla case.
pytest.param(TimestampGen(nullable=False,
start=pandas_min_datetime,
end=pandas_max_datetime),
Expand Down Expand Up @@ -188,9 +198,12 @@ def test_reading_file_written_by_spark_cpu(data_gen, spark_tmp_path):
marks=pytest.mark.xfail(reason="fastparquet reads dates as timestamps.")),
pytest.param(DateGen(nullable=False),
marks=pytest.mark.xfail(reason="fastparquet reads far future dates (e.g. year=8705) incorrectly.")),
TimestampGen(nullable=False,
start=pandas_min_datetime,
end=pandas_max_datetime), # Vanilla case.
pytest.param(TimestampGen(nullable=False,
start=pandas_min_datetime,
end=pandas_max_datetime),
marks=pytest.mark.skipif(condition=not is_timezone_utc(),
reason="fastparquet interprets timestamps in UTC timezone, regardless "
"of timezone settings")), # Vanilla case.
pytest.param(TimestampGen(nullable=False,
start=datetime(1, 1, 1, tzinfo=timezone.utc),
end=pandas_min_datetime),
Expand Down