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suppress warning message of pandas_on_spark to_spark #1058

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merged 2 commits into from
Jun 1, 2023
Merged

suppress warning message of pandas_on_spark to_spark #1058

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af50386
suppress warning message of pandas_on_spark to_spark
thinkall May 30, 2023
df0704c
Merge branch 'main' into suppress_warning
thinkall Jun 1, 2023
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4 changes: 4 additions & 0 deletions flaml/automl/spark/metrics.py
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Original file line number Diff line number Diff line change
Expand Up @@ -54,6 +54,10 @@ def spark_metric_loss_score(
Returns:
float | the loss score. A lower value indicates a better model.
"""
import warnings

warnings.filterwarnings("ignore")

label_col = "label"
prediction_col = "prediction"
kwargs = {}
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12 changes: 12 additions & 0 deletions flaml/automl/spark/utils.py
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Expand Up @@ -92,6 +92,10 @@ def train_test_split_pyspark(
pyspark.sql.DataFrame/pandas_on_spark DataFrame | The train dataframe.
pyspark.sql.DataFrame/pandas_on_spark DataFrame | The test dataframe.
"""
import warnings

warnings.filterwarnings("ignore")

if isinstance(df, psDataFrame):
df = df.to_spark(index_col=index_col)

Expand Down Expand Up @@ -156,6 +160,10 @@ def iloc_pandas_on_spark(
index_col: Optional[str] = "tmp_index_col",
) -> Union[psDataFrame, psSeries]:
"""Get the rows of a pandas_on_spark dataframe/series by index."""
import warnings

warnings.filterwarnings("ignore")

if isinstance(psdf, (DataFrame, Series)):
return psdf.iloc[index]
if isinstance(index, (int, slice)):
Expand Down Expand Up @@ -207,6 +215,10 @@ def spark_kFold(
Returns:
A list of (train, validation) DataFrames.
"""
import warnings

warnings.filterwarnings("ignore")

if isinstance(dataset, psDataFrame):
dataset = dataset.to_spark(index_col=index_col)

Expand Down