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Original file line number Diff line number Diff line change
Expand Up @@ -191,6 +191,43 @@ def pull_latest_from_table_or_query(
on_demand_feature_views=None,
)

@staticmethod
def pull_all_from_table_or_query(
config: RepoConfig,
data_source: DataSource,
join_key_columns: List[str],
feature_name_columns: List[str],
timestamp_field: str,
created_timestamp_column: Optional[str] = None,
start_date: Optional[datetime] = None,
end_date: Optional[datetime] = None,
) -> RetrievalJob:
assert isinstance(config.offline_store, ClickhouseOfflineStoreConfig)
assert isinstance(data_source, ClickhouseSource)

from_expression = data_source.get_table_query_string()

timestamp_fields = [timestamp_field]

if created_timestamp_column:
timestamp_fields.append(created_timestamp_column)

field_string = ", ".join(
join_key_columns + feature_name_columns + timestamp_fields
)

query = f"""
SELECT {field_string}
FROM {from_expression}
WHERE {timestamp_field} BETWEEN parseDateTimeBestEffort('{start_date}') AND parseDateTimeBestEffort('{end_date}')
"""

return ClickhouseRetrievalJob(
query=query,
config=config,
full_feature_names=False,
)


class ClickhouseRetrievalJob(PostgreSQLRetrievalJob):
def _to_df_internal(self, timeout: Optional[int] = None) -> pd.DataFrame:
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -343,7 +343,6 @@ def offline_types_test_fixtures(request, environment):
if (
environment.data_source_creator.__class__.__name__
== "ClickhouseDataSourceCreator"
and config.feature_dtype in {"float", "datetime", "bool"}
and config.feature_is_list
and not config.has_empty_list
):
Expand Down
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