I was having trouble with the current version of XGBoost, due to the utf encoding bug when using tree shap, and found that installing XGBoost-1.0.0 fixes this. However when running the command
pip install xgboost==1.0.0
in the Mac terminal I get the following error:
Using cached xgboost-1.0.0.tar.gz (819 kB)
ERROR: Command errored out with exit status 1:
command: /Users/henrypalasciano/opt/anaconda3/envs/tf2/bin/python -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/private/var/folders/3z/g8bv7k0j2lv1bhkqgk_gn1mw0000gn/T/pip-install-wyss2dke/xgboost/setup.py'"'"'; __file__='"'"'/private/var/folders/3z/g8bv7k0j2lv1bhkqgk_gn1mw0000gn/T/pip-install-wyss2dke/xgboost/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' egg_info --egg-base /private/var/folders/3z/g8bv7k0j2lv1bhkqgk_gn1mw0000gn/T/pip-pip-egg-info-erhfqrmu
cwd: /private/var/folders/3z/g8bv7k0j2lv1bhkqgk_gn1mw0000gn/T/pip-install-wyss2dke/xgboost/
Complete output (27 lines):
++ pwd
+ oldpath=/private/var/folders/3z/g8bv7k0j2lv1bhkqgk_gn1mw0000gn/T/pip-install-wyss2dke/xgboost
+ cd ./xgboost/
+ mkdir -p build
+ cd build
+ cmake ..
./xgboost/build-python.sh: line 21: cmake: command not found
+ echo -----------------------------
-----------------------------
+ echo 'Building multi-thread xgboost failed'
Building multi-thread xgboost failed
+ echo 'Start to build single-thread xgboost'
Start to build single-thread xgboost
+ cmake .. -DUSE_OPENMP=0
./xgboost/build-python.sh: line 27: cmake: command not found
Traceback (most recent call last):
File "<string>", line 1, in <module>
File "/private/var/folders/3z/g8bv7k0j2lv1bhkqgk_gn1mw0000gn/T/pip-install-wyss2dke/xgboost/setup.py", line 42, in <module>
LIB_PATH = libpath['find_lib_path']()
File "/private/var/folders/3z/g8bv7k0j2lv1bhkqgk_gn1mw0000gn/T/pip-install-wyss2dke/xgboost/xgboost/libpath.py", line 50, in find_lib_path
'List of candidates:\n' + ('\n'.join(dll_path)))
XGBoostLibraryNotFound: Cannot find XGBoost Library in the candidate path, did you install compilers and run build.sh in root path?
List of candidates:
/private/var/folders/3z/g8bv7k0j2lv1bhkqgk_gn1mw0000gn/T/pip-install-wyss2dke/xgboost/xgboost/libxgboost.dylib
/private/var/folders/3z/g8bv7k0j2lv1bhkqgk_gn1mw0000gn/T/pip-install-wyss2dke/xgboost/xgboost/../../lib/libxgboost.dylib
/private/var/folders/3z/g8bv7k0j2lv1bhkqgk_gn1mw0000gn/T/pip-install-wyss2dke/xgboost/xgboost/./lib/libxgboost.dylib
/Users/henrypalasciano/opt/anaconda3/envs/tf2/xgboost/libxgboost.dylib
----------------------------------------
ERROR: Command errored out with exit status 1: python setup.py egg_info Check the logs for full command output.
Any help fixing this would be greatly appreciated!