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### Rationale for this change This is a follow-on to https://github.com/apache/arrow/pull/43566 which was merged earlier today. See https://github.com/apache/arrow/issues/43570 for more detail on the entire set of changes. ### What changes are included in this PR? - Replace instances where we call or document calling `docker-compose` with `docker compose`. ### Are these changes tested? Yes. ### Are there any user-facing changes? This PR includes the require user-facing changes to document things. * GitHub Issue: #43570 Lead-authored-by: Bryce Mecum <petridish@gmail.com> Co-authored-by: Sutou Kouhei <kou@cozmixng.org> Signed-off-by: Sutou Kouhei <kou@clear-code.com>