Missing link between Homebrew packages - boost

Question

I have both boost and boost-python installed via brew on my MacOS 10.12 Sierra. However, boost-python doesn't seem to think that its dependency boost is installed:
$ brew info boost
boost: stable 1.68.0 (bottled), HEAD
Collection of portable C++ source libraries
https://www.boost.org/
/usr/local/Cellar/boost/1.65.1 (12,679 files, 401.2MB)
Poured from bottle on 2017-10-28 at 09:19:27
/usr/local/Cellar/boost/1.67.0_1 (13,506 files, 447.7MB) *
Poured from bottle on 2018-05-18 at 03:58:16
From: https://github.com/Homebrew/homebrew-core/blob/master/Formula/boost.rb
==> Dependencies
Optional: icu4c ✔
==> Options
--with-icu4c
Build regexp engine with icu support
--without-single
Disable building single-threading variant
--without-static
Disable building static library variant
--HEAD
Install HEAD version
==> Caveats
Building of Boost.Log is disabled because it requires newer GCC or Clang.
==> Analytics
install: 51,109 (30 days), 167,563 (90 days), 648,244 (365 days)
install_on_request: 15,663 (30 days), 48,585 (90 days), 191,757 (365 days)
build_error: 0 (30 days)
$ brew info boost-python
boost-python: stable 1.68.0 (bottled), HEAD
C++ library for C++/Python2 interoperability
https://www.boost.org/
/usr/local/Cellar/boost-python/1.65.1 (457 files, 25MB)
Built from source on 2017-10-28 at 09:23:57 with: --with-python3
/usr/local/Cellar/boost-python/1.67.0 (459 files, 17.3MB) *
Poured from bottle on 2018-05-18 at 03:58:20
From: https://github.com/Homebrew/homebrew-core/blob/master/Formula/boost-python.rb
==> Dependencies
Required: boost ✘
==> Options
--HEAD
Install HEAD version
==> Analytics
install: 5,214 (30 days), 16,979 (90 days), 76,707 (365 days)
install_on_request: 3,865 (30 days), 12,416 (90 days), 56,500 (365 days)
build_error: 0 (30 days)
How do I get boost-python to recognize the existence of / link with its dependency boost?
It would be great if I could avoid uninstalling and reinstalling because there are so many other package dependencies on boost that took me a long/difficult time to get working.
I'm doing this because: when compiling caffe, it says ld: library not found for -lboost_python. Thank you.

Answer 1

This is how I managed to make boost-python recognize the existence of its dependency booth. Without uninstalling any of the existing boost and boost-python packages in Homebrew, I ran the following line
brew install --build-from-source -vd boost boost-python
This seems to reinstall both packages and cleanly establish that link.
To address the Caffe compilation issue, this command produces files libboost_python27* files in /usr/local/lib, which I just copied and renamed to libboost_python*.