[konstantinoscs]

Summary

• Declare the tested dependency ranges: PyIceberg >=0.11.1,<0.12 and PyArrow >=23.0.1,<26.
• Add clean minimum and latest-within-range CI jobs.
• Assert the versions actually resolved before running the Iceberg compatibility suite.
• Upgrade only PyArrow/PyIceberg in the upper-bound job, avoiding unrelated transitive-package churn.

Verification

• Minimum environment: PyArrow 23.0.1 / PyIceberg 0.11.1.
• Upper-bound environment: PyArrow 25.0.1 / PyIceberg 0.11.1, 103 compatibility tests passed from the completed stack.
• Lockfile changes are limited to the three declared requirement specifiers.

Stack

2 of 5 in Stack A. Base: #339. Next: #341.

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