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[Feature Request]: Upgrade to Iceberg >1.7.0 and support timestamp nano types #34098

Description

@ahmedabu98

What would you like to happen?

Iceberg spec V3 introduces new timestamp types timestamp_ns and timestamptz_ns for nanosecond precision (apache/iceberg#9008).

We should upgrade to a later version that includes these types and add support for conversion in our IcebergUtils.

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Priority: 2 (default / most feature requests should be filed as P2)

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