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fix: Adds mapping of date Trino's type into string Feast's type #5955
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🔴 Trino
datetype mapped toValueType.STRINGinstead ofValueType.UNIX_TIMESTAMPThe PR maps Trino's
datetype toValueType.STRING, but this is inconsistent with every other type mapping in the Feast codebase and with the Trino type map's own PyArrow mapping.Root Cause and Impact
Every other date-to-Feast-ValueType mapping in the codebase uses
ValueType.UNIX_TIMESTAMP:sdk/python/feast/type_map.py:224:"date": ValueType.UNIX_TIMESTAMP(pandas)sdk/python/feast/type_map.py:969:"date": ValueType.UNIX_TIMESTAMP(MSSQL)sdk/python/feast/type_map.py:1164:"date": ValueType.UNIX_TIMESTAMP(Spark/Hive)sdk/python/feast/type_map.py:1258:"date": ValueType.UNIX_TIMESTAMP(Postgres)Additionally, within the same file at
trino_type_map.py:94, the_TRINO_TO_PA_TYPE_MAPmaps"date"topa.date32()(a date/temporal type), notpa.string(). This creates an internal inconsistency:trino_to_feast_value_type("date")returnsSTRINGwhiletrino_to_pa_value_type("date")returnspa.date32().Impact: Features sourced from Trino
datecolumns will be incorrectly typed asSTRINGin the Feast feature schema, which can cause type mismatches during feature retrieval, materialization, or when joining with features from other offline stores that correctly typedateasUNIX_TIMESTAMP.Was this helpful? React with 👍 or 👎 to provide feedback.
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Trino's date type looks like a string in a format 'YYYY-MM-DD'. I think, it is clearer to map the date type into string