[Toolchain] 2025-02 version update

[QuantumMisaka]

Reminder

• Have you linked an issue with this pull request?
• Have you added adequate unit tests and/or case tests for your pull request?
• Have you noticed possible changes of behavior below or in the linked issue?
• Have you explained the changes of codes in core modules of ESolver, HSolver, ElecState, Hamilt, Operator or Psi? (ignore if not applicable)

Linked Issue

• Fix Bug: Build Fail while install with OneAPI 2025.0.0 and some add-on plugins in using toolchain #5518
• Partly fix Error while using AMD AOCC/AOCL to build ABACUS #5982

What's changed?

• Update version:
• • OpenBLAS: 0.3.28 -> 0.3.29
• • ScaLAPACK: 2.2.1 -> 2.2.2
• • cereal: master
• • LibComm: master
• • rapidjson: master
• Update downloading url:
• • OpenBLAS: from github
• • ScaLAPACK: from github
• • FFTW: from official website
• All downloading from github is going through codeload method (contributor: @kluophysics in Refactor: toolchain fixes for Intel oneapi 2025 for #5518 #6173)
• Update GCC version check
• Remove intel-mpich handy scripts
• Add aocc-aocl and gcc-aocl handy scripts as amd toolchain
• disable static installation of elpa, fftw and scalapack
• move install_requirements*.sh system requirements scripts into a optional directory
• Other change
• • update the default version of Cereal in FindCereal.cmake: 1.3.0 -> 1.3.2
• • update README
• • update a cmake file generation for rapidjson in order to let it be properly found during ABACUS configure.

This modification should both support latest and LTS installation

[QuantumMisaka]

It seems that due to OpenMPI version update, #5982 can be fully fixed in the toolchain of this PR.

Compile and linking tests passed for gnu/oneapi/gcc-aocl/aocc-aocl toolchain for both LTS and latest ABACUS.

README will be update soon, and this toolchain update is recommended to be include in abacus-3.10-LTS package

[Copilot]

Pull Request Overview

This PR updates the toolchain documentation for the 2025-02 release by revising version numbers, updating dependency sources, and clarifying usage instructions for various toolchains.

• Updated dependency versions (e.g., OpenBLAS, ScaLAPACK, Cereal, ELPA) and download URLs.
• Revised and extended installation instructions for multiple toolchain options including new AMD toolchain scripts.
• Minor textual corrections in notices and usage messages.

Files not reviewed (18)

• cmake/FindCereal.cmake: Language not supported
• toolchain/build_abacus_aocc-aocl.sh: Language not supported
• toolchain/build_abacus_gnu-aocl.sh: Language not supported
• toolchain/build_abacus_gnu.sh: Language not supported
• toolchain/build_abacus_intel.sh: Language not supported
• toolchain/install_abacus_toolchain.sh: Language not supported
• toolchain/root_requirements/README: Language not supported
• toolchain/root_requirements/install_requirements_fedora.sh: Language not supported
• toolchain/root_requirements/install_requirements_ubuntu.sh: Language not supported
• toolchain/scripts/VERSION: Language not supported
• toolchain/scripts/get_openblas_arch.sh: Language not supported
• toolchain/scripts/stage0/install_cmake.sh: Language not supported
• toolchain/scripts/stage1/install_openmpi.sh: Language not supported
• toolchain/scripts/stage2/install_openblas.sh: Language not supported
• toolchain/scripts/stage3/install_elpa.sh: Language not supported
• toolchain/scripts/stage3/install_fftw.sh: Language not supported
• toolchain/scripts/stage3/install_scalapack.sh: Language not supported
• toolchain/scripts/stage4/install_cereal.sh: Language not supported

Comments suppressed due to low confidence (1)

toolchain/README.md:151

• The word 'encouter' should be corrected to 'encounter' for improved clarity.

*just re-run *toolchain_\*.sh*, toolchain itself may fix it. If you encouter some problem like file corrupted, you can always remove some package in the interrupted points and re-run the toolchain.*