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fix(ingest): catch errors when profiling for sample values (#6194)

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Mayuri Nehate 2022-10-15 05:45:56 +05:30 committed by GitHub
parent 43f7b568e3
commit 3fc6364979
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1 changed files with 13 additions and 1 deletions
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14
metadata-ingestion/src/datahub/ingestion/source/ge_data_profiler.py
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@ -460,16 +460,28 @@ class _SingleDatasetProfiler(BasicDatasetProfilerBase):
def _get_dataset_column_sample_values(
self, column_profile: DatasetFieldProfileClass, column: str
) -> None:
if self.config.include_field_sample_values:
if not self.config.include_field_sample_values:
return
try:
# TODO do this without GE
self.dataset.set_config_value("interactive_evaluation", True)
res = self.dataset.expect_column_values_to_be_in_set(
column, [], result_format="SUMMARY"
).result
column_profile.sampleValues = [
str(v) for v in res["partial_unexpected_list"]
]
except Exception as e:
logger.debug(
f"Caught exception while attempting to get sample values for column {column}. {e}"
)
self.report.report_warning(
"Profiling - Unable to get column sample values",
f"{self.dataset_name}.{column}",
)
def generate_dataset_profile( # noqa: C901 (complexity)
self,