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shinaoka avatar shinaoka commented on September 16, 2024

Debug code for setup.py

        print(self.compiler.compiler_so)

        if platform.system() == 'unix':
            new_flags = {"-march": "native", "-mtune": "native",
                         "-Wextra": None, "-std": "c11"}

Contents of compiler_so:

    ['gcc', '-pthread', '-B', '/opt/conda/compiler_compat', '-Wno-unused-result', '-Wsign-compare', '-DNDEBUG', '-O2', '-Wall', '-fPIC', '-O2', '-n1', '.2-a+fp16+rcpc+dotprod+crypto', '-isystem', '/opt/conda/include', '-I/opt/conda/include', '-fPIC', '-O2', '-n1', '.2-a+fp16+rcpc+dotprod+crypto', '-isystem', '/opt/conda/include', '-fPIC']

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mwallerb avatar mwallerb commented on September 16, 2024

Something seems to go horribly wrong here with self.compiler.compiler_so before we even touch that variable:
The option string does not make any sense at all ... why would we pass -n to gcc, and then the linker, thereby disabling linking to shared libraries, when we are building a shared library? But even if it did, -n does not take any argument, so what is that 1 doing there? Plus what is that: .2-a+fp16+rcpc+dotprod+crypto? We do not even load anything crypto-related ...

So this compiler invocation reads completely nonsensical to me ... can you build anything else with this?

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mwallerb avatar mwallerb commented on September 16, 2024

I have a hunch: Can you check if anaconda passing -march=neoverse-n1.2-a+fp16+rcpc+dotprod+crypto or similar stuff into setuptools? You can check build flags etc. in python -m sysconfig ...

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shinaoka avatar shinaoka commented on September 16, 2024

Yes, after removing -n1 .2-a+fp16+rcpc+dotprod+crypto , gcc stops complaining.
These flags may come from the compilation flags used to build python.

> python3 -m sysconfig|grep crypto
CFLAGS = "-Wno-unused-result -Wsign-compare -DNDEBUG  -O2 -Wall  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include -I/opt/conda/include  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include "        CONFIGURE_CFLAGS = " -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include -I/opt/conda/include"
CONFIG_ARGS = "'--prefix=/opt/conda' '--build=aarch64-conda_cos7-linux-gnu' '--host=aarch64-conda_cos7-linux-gnu''--enable-ipv6' '--with-ensurepip=no' '--with-tzpath=/opt/conda/share/zoneinfo:/opt/conda/share/tzinfo' '--with-computed-gotos''--with-system-ffi' '--enable-loadable-sqlite-extensions' '--with-tcltk-includes=-I/opt/conda/include' '--with-tcltk-libs=-L/opt/conda/lib -ltcl8.6 -ltk8.6''--with-platlibdir=lib' '--with-openssl=/opt/conda' 'PKG_CONFIG_LIBDIR=/opt/conda/lib' 'PKG_CONFIG_PATH=/opt/conda/lib' 'CPPFLAGS=-DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem /opt/conda/include -I/opt/conda/include -I/opt/conda/include' 'CXXFLAGS=-fvisibility-inlines-hidden -std=c++17 -fmessage-length=0  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include -I/opt/conda/include' 'CFLAGS= -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include -I/opt/conda/include' 'LDFLAGS=   -Wl,-rpath,/opt/conda/lib -Wl,-rpath-link,/opt/conda/lib -L/opt/conda/lib -L/opt/conda/lib' 'CC= gcc' 'CXX=g++''--with-lto' '--enable-optimizations' '-oldincludedir=/usr/include' '--disable-shared''PROFILE_TASK=-m test --pgo' 'build_alias=aarch64-conda_cos7-linux-gnu' 'host_alias=aarch64-conda_cos7-linux-gnu''MACHDEP=linux' 'CPP=/home/ec2-user/miniconda3/envs/prefect/conda-bld/python-split_1631809412910/_build_env/bin/cpp'"
OPENSSL_LIBS = "-lssl -lcrypto"
PY_BUILTIN_MODULE_CFLAGS = "-Wno-unused-result -Wsign-compare -DNDEBUG  -O2 -Wall  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include -I/opt/conda/include  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include  -g -std=c99 -Wextra -Wno-unused-result -Wno-unused-parameter -Wno-missing-field-initializers -Werror=implicit-function-declaration -fvisibility=hidden  -I/home/ec2-user/miniconda3/envs/prefect/conda-bld/python-split_1631809412910/work/Include/internal -IObjects -IInclude -IPython -I. -I/home/ec2-user/miniconda3/envs/prefect/conda-bld/python-split_1631809412910/work/Include -DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem /opt/conda/include -I/opt/conda/include -I/opt/conda/include -DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem /opt/conda/include -I/opt/conda/include -DPy_BUILD_CORE_BUILTIN"
PY_CFLAGS = "-Wno-unused-result -Wsign-compare -DNDEBUG  -O2 -Wall  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include -I/opt/conda/include  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include "
PY_CORE_CFLAGS = "-Wno-unused-result -Wsign-compare -DNDEBUG  -O2 -Wall  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include -I/opt/conda/include  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include  -g -std=c99 -Wextra -Wno-unused-result -Wno-unused-parameter -Wno-missing-field-initializers -Werror=implicit-function-declaration -fvisibility=hidden -I/home/ec2-user/miniconda3/envs/prefect/conda-bld/python-split_1631809412910/work/Include/internal -IObjects -IInclude -IPython -I. -I/home/ec2-user/miniconda3/envs/prefect/conda-bld/python-split_1631809412910/work/Include -DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem /opt/conda/include -I/opt/conda/include -I/opt/conda/include -DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem /opt/conda/include -I/opt/conda/include -DPy_BUILD_CORE"
PY_STDMODULE_CFLAGS = "-Wno-unused-result -Wsign-compare -DNDEBUG  -O2 -Wall  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include -I/opt/conda/include  -fPIC   -O2  -n1 .2-a+fp16+rcpc+dotprod+crypto -isystem /opt/conda/include   -g -std=c99 -Wextra -Wno-unused-result -Wno-unused-parameter -Wno-missing-field-initializers -Werror=implicit-function-declaration -fvisibility=hidden  -I/home/ec2-user/miniconda3/envs/prefect/conda-bld/python-split_1631809412910/work/Include/internal -IObjects -IInclude -IPython -I. -I/home/ec2-user/miniconda3/envs/prefect/conda-bld/python-split_1631809412910/work/Include -DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem /opt/conda/include -I/opt/conda/include -I/opt/conda/include -DNDEBUG -D_FORTIFY_SOURCE=2 -O2 -isystem /opt/conda/include -I/opt/conda/include"

Full output:
sysconfig.txt

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mwallerb avatar mwallerb commented on September 16, 2024

Not much we can do here ... if python reports to having been built with flags that it could not have been built since the compiler does not understand it, the config is simply broken. Possible workaround is to remove such flags, but I don't know how general this is...

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shinaoka avatar shinaoka commented on September 16, 2024

A general way may be to distribute precompiled binary packages....

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mwallerb avatar mwallerb commented on September 16, 2024

We can try, though it does have one downside: performance in double-double arithmetic relies heavily on a fast FMA instruction, which is not universally available. If we build binary packages, can we fine-tune it or do we have to take a performance hit?

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shinaoka avatar shinaoka commented on September 16, 2024

Do you mean FMA3? Reasonably new x86 processors support FMA3, I think.
https://en.wikipedia.org/wiki/FMA_instruction_set
I do not know ARM64.

FYI:
https://github.com/marketplace/actions/build-and-publish-conda-packages-to-anaconda-org

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mwallerb avatar mwallerb commented on September 16, 2024

Please have a go at this if you want ...

I have to say I hate setuptools so much that I don't want to touch it unless absolutely necessary :-D

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shinaoka avatar shinaoka commented on September 16, 2024

I completely agree.

Anaconda has its own compilers bundled.
https://docs.conda.io/projects/conda-build/en/latest/resources/compiler-tools.html

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shinaoka avatar shinaoka commented on September 16, 2024

Do you know any other libraries that have numpy C extensions and are available on conda?

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shinaoka avatar shinaoka commented on September 16, 2024

The flags may be related to Graviton2, arm CPUs from Amazon.

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mwallerb avatar mwallerb commented on September 16, 2024

Closed via #4

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