dynamic link c lib openblas error

[franklucky001]

Problem

First, i install openblas and lapack by brew

brew install openblas brew install lapack

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when i use openblas-src with features ["cblas", "system"], i set RUSTFLAGS in project/.cargo/config.toml

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case 1

• set env in ~/.bash_profile

export LIBRARY_PATH="$LIBRARY_PATH:/usr/local/opt/openblas/lib"
export DYLD_LIBRARY_PATH="$DYLD_LIBRARY_PATH:/usr/local/opt/openblas/lib"
export LIBRARY_PATH="$LIBRARY_PATH:/usr/local/opt/lapack/lib"
export DYLD_LIBRARY_PATH="$DYLD_LIBRARY_PATH:/usr/local/opt/lapack/lib"

run cargo test
i get error of libBLAS (with env of library openblas)

dyld: Library not loaded: /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libBLAS.dylib Referenced from: /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/vecLib Reason: Incompatible library version: vecLib requires version 1.0.0 or later, but libBLAS.dylib provides version 0.0.0

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or error of libvDSP (with env of library of lapack)

dyld: Symbol not found: _cblas_dgemm Referenced from: /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libvDSP.dylib Expected in: /usr/local/opt/lapack/lib/libBLAS.dylib in /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libvDSP.dylib

case 2

• comment out env of both openblas and lapack in ~/.bash_profile

# export LIBRARY_PATH="$LIBRARY_PATH:/usr/local/opt/openblas/lib"
# export DYLD_LIBRARY_PATH="$DYLD_LIBRARY_PATH:/usr/local/opt/openblas/lib"
# export LIBRARY_PATH="$LIBRARY_PATH:/usr/local/opt/lapack/lib"
# export DYLD_LIBRARY_PATH="$DYLD_LIBRARY_PATH:/usr/local/opt/lapack/lib"

run cargo test i got error compile error

= note: ld: warning: directory not found for option '-L /usr/local/opt/openblas/lib' ld: warning: directory not found for option '-L /usr/local/opt/lapack/lib' ld: library not found for -llapacke clang: error: linker command failed with exit code 1 (use -v to see invocation)

warning: preprocessing_contrib (lib test) generated 6 warnings (6 duplicates) error: could not compile preprocessing_contrib due to previous error; 6 warnings emitted

Caused by: process didn't exit successfully: rustc --crate-name preprocessing_contrib --edition=2018 src/lib.rs --error-format=json --json=diagnostic-rendered-ansi --emit=dep-info,link -C embed-bitcode=no -C split-debuginfo=unpacked -C debuginfo=2 --test -C metadata=afa4a0be7d6ff698 -C extra-filename=-afa4a0be7d6ff698 --out-dir /Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps -C incremental=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/incremental -L dependency=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps --extern blas_src=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps/libblas_src-9d74ad231a46e048.rlib --extern linfa=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps/liblinfa-cb3ffd43d6b8eaa2.rlib --extern linfa_preprocessing=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps/liblinfa_preprocessing-0a776c26ed2cfa7f.rlib --extern ndarray=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps/libndarray-556145df8dd460d1.rlib --extern openblas_src=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps/libopenblas_src-fc8092715b5adcea.rlib '-L /usr/local/opt/openblas/lib' '-L /usr/local/opt/lapack/lib' -L /usr/local/opt/openblas/lib (exit status: 1)

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case 3

• clear RUSTFLAGS in project/.cargo/config.toml run cargo test i got compile error

= note: ld: library not found for -llapacke clang: error: linker command failed with exit code 1 (use -v to see invocation)

warning: preprocessing_contrib (lib test) generated 6 warnings (6 duplicates) error: could not compile preprocessing_contrib due to previous error; 6 warnings emitted

Caused by: process didn't exit successfully: `rustc --crate-name preprocessing_contrib --edition=2018 src/lib.rs --error-format=json --json=diagnostic-rendered-ansi --emit=dep-info,link -C embed-bitcode=no -C split-debuginfo=unpacked -C debuginfo=2 --test -C metadata=afa4a0be7d6ff698 -C extra-filename=-afa4a0be7d6ff698 --out-dir /Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps -C incremental=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/incremental -L dependency=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps --extern blas_src=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps/libblas_src-9d74ad231a46e048.rlib --extern linfa=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps/liblinfa-cb3ffd43d6b8eaa2.rlib --extern linfa_preprocessing=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps/liblinfa_preprocessing-0a776c26ed2cfa7f.rlib --extern ndarray=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps/libndarray-556145df8dd460d1.rlib --extern openblas_src=/Users/frankguo/workspace/rust/preprocessing_contrib/target/debug/deps/libopenblas_src-fc8092715b5adcea.rlib

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more information

• toolchains

stable-x86_64-apple-darwin (default) rustc 1.55.0 (c8dfcfe04 2021-09-06) cargo 1.55.0 (32da73ab1 2021-08-23)

• config.toml

[target.x86_64-apple-darwin]
rustflags = ["-L /usr/local/opt/openblas/lib", "-L /usr/local/opt/lapack/lib"]  # custom flags for `rustc`

project file Cargo.toml

[package]
name = "preprocessing_contrib"
version = "0.1.0"
edition = "2018"

# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html

[dependencies]
ndarray = { version = "0.14",default-features = false, features = ["blas"] }
ndarray-linalg = { version = "0.13", optional = true }
blas-src = { version = "0.8", features = ["openblas"] }
openblas-src = { version = "0.10", features = ["cblas", "system"] }
linfa = {version = "0.4.0", features = ["openblas-system"]}
linfa-preprocessing = {version = "0.4.0"}

• source code lib.rs

mod encoders{
    use linfa::dataset::{AsTargets, DatasetBase, Float, WithLapack, WithoutLapack};
    use linfa::traits::Transformer;
    use linfa_preprocessing::norm_scaling::NormScaler;
    use ndarray::{Array2, ArrayBase, Data, Ix2};

    pub struct Binarizer<T>{
        threshold: T,
    }

    impl<T: Float> Binarizer<T> {
        fn new(threshold: T) -> Self{
            Self{
                threshold
            }
        }
    }

    impl <T: Float> Default for Binarizer<T> {
        fn default() -> Self {
            Self{
                threshold: T::from_f64(0.0).unwrap()
            }
        }
    }

    impl<F: Float> Transformer<Array2<F>, Array2<F>> for Binarizer<F> {
        fn transform(&self, x: Array2<F>) -> Array2<F> {
            todo!()
        }
    }

    impl<F: Float, D: Data<Elem = F>, T: AsTargets>
        Transformer<DatasetBase<ArrayBase<D, Ix2>, T>, DatasetBase<Array2<F>, T>> for Binarizer<F>{
        fn transform(&self, x: DatasetBase<ArrayBase<D, Ix2>, T>) -> DatasetBase<Array2<F>, T> {
            todo!()
        }
    }
}

#[cfg(test)]
mod tests {
    #[test]
    fn it_works() {
        assert_eq!(2 + 2, 4);
    }
}

How can I solve this problem ？ How to use crate openblas-src link system's openblas dynamic library in rust ？

Steps

No response

Possible Solution(s)

No response

Notes

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Version

• toolchains

stable-x86_64-apple-darwin (default) rustc 1.55.0 (c8dfcfe04 2021-09-06) cargo 1.55.0 (32da73ab1 2021-08-23)