Source code for airflow.providers.google.cloud.utils.bigquery
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from __future__ import annotations
[docs]def bq_cast(string_field: str, bq_type: str) -> None | int | float | bool | str:
"""
Helper method that casts a BigQuery row to the appropriate data types.
This is useful because BigQuery returns all fields as strings.
"""
if string_field is None:
return None
elif bq_type == "INTEGER":
return int(string_field)
elif bq_type in ("FLOAT", "TIMESTAMP"):
return float(string_field)
elif bq_type == "BOOLEAN":
if string_field not in ["true", "false"]:
raise ValueError(f"{string_field} must have value 'true' or 'false'")
return string_field == "true"
else:
return string_field