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[C++] Use pre-built toolchain libraries where prudent to speed up CI builds #17126

@asfimport

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@asfimport

Our Travis CI builds, particularly the ones including Python, are spending a lot of time rebuilding the thirdparty toolchain. We should limit how many times we build the toolchain to just enough to be confident that it yields a working system

Reporter: Wes McKinney / @wesm
Assignee: Wes McKinney / @wesm

Note: This issue was originally created as ARROW-1253. Please see the migration documentation for further details.

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