"could not find native static library dmlc" error on Centos8 #590
Description
Hi,
I am trying to install postgresML from source on my Centos8 and having problem on cargo pgx package step.
I already installed Python xgboost and other packages but I am getting the "error: could not find native static library dmlc " error.
Can you please help me for this issue?
$ rustc --version
rustc 1.68.2 (9eb3afe9e 2023-03-27)
$ pip3 install xgboost lightgbm scikit-learn
Defaulting to user installation because normal site-packages is not writeable
Requirement already satisfied: xgboost in /usr/local/lib64/python3.9/site-packages (1.7.5)
Requirement already satisfied: lightgbm in /usr/local/lib/python3.9/site-packages (3.3.5)
Requirement already satisfied: scikit-learn in /usr/local/lib64/python3.9/site-packages (1.2.2)
Requirement already satisfied: numpy in /usr/local/lib64/python3.9/site-packages (from xgboost) (1.24.2)
Requirement already satisfied: scipy in /usr/local/lib64/python3.9/site-packages (from xgboost) (1.10.1)
Requirement already satisfied: wheel in /usr/local/lib/python3.9/site-packages (from lightgbm) (0.40.0)
Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.9/site-packages (from scikit-learn) (3.1.0)
Requirement already satisfied: joblib>=1.1.1 in /usr/local/lib/python3.9/site-packages (from scikit-learn) (1.2.0)
$
Error:
$ cargo pgx package
Using PgConfig("pg15") and `pg_config` from /usr/pgsql-15/bin/pg_config
Building extension with features python pg15
Running command "cargo" "build" "--release" "--features" "python pg15" "--no-default-features" "--message-format=json-render-diagnostics"
Compiling pyo3-build-config v0.17.3
Compiling xgboost-sys v0.2.0 (https://github.com/postgresml/rust-xgboost.git?branch=master#8f3a8fb7)
Compiling xgboost v0.2.0 (https://github.com/postgresml/rust-xgboost.git?branch=master#8f3a8fb7)
error: could not find native static library `dmlc`, perhaps an -L flag is missing?
error: could not compile `xgboost-sys` due to previous error
warning: build failed, waiting for other jobs to finish...
$
Verbose output:
...
Compiling typetag v0.2.7
Compiling linfa-linear v0.6.0 (/var/lib/pgsql/postgresml/pgml-extension/deps/linfa/algorithms/linfa-linear)
Compiling rmp-serde v1.1.1
Compiling blas-src v0.8.0
Compiling csv v1.2.1
Compiling linfa-svm v0.6.0 (/var/lib/pgsql/postgresml/pgml-extension/deps/linfa/algorithms/linfa-svm)
Compiling linfa-logistic v0.6.0 (/var/lib/pgsql/postgresml/pgml-extension/deps/linfa/algorithms/linfa-logistic)
Compiling pgx v0.7.4
Compiling lightgbm v0.2.3 (https://github.com/postgresml/lightgbm-rs?branch=main#ab547686)
Compiling xgboost v0.2.0 (https://github.com/postgresml/rust-xgboost.git?branch=master#8f3a8fb7)
error: could not find native static library `dmlc`, perhaps an -L flag is missing?
error: could not compile `xgboost-sys` due to previous error
warning: build failed, waiting for other jobs to finish...
$