RVC-Project / RVC-Project/Retrieval-based-Voice-Conversion-WebUI

M1 Mac无法安装faiss-cpu

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Description

Python版本3.12
macOS版本15.3.2

pip安装1.7.3版本fass-cpu报错

pip install faiss-cpu==1.7.3
Collecting faiss-cpu==1.7.3
  Using cached faiss-cpu-1.7.3.tar.gz (48 kB)
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
  Preparing metadata (pyproject.toml) ... done
Building wheels for collected packages: faiss-cpu
  Building wheel for faiss-cpu (pyproject.toml) ... error
  error: subprocess-exited-with-error
  
  × Building wheel for faiss-cpu (pyproject.toml) did not run successfully.
  │ exit code: 1
  ╰─> [101 lines of output]
      /private/var/folders/mb/22p59dnd3ygd5ds4whcprqtr0000gn/T/pip-build-env-9smg17cq/overlay/lib/python3.12/site-packages/setuptools/dist.py:760: SetuptoolsDeprecationWarning: License classifiers are deprecated.
      !!
      
              ********************************************************************************
              Please consider removing the following classifiers in favor of a SPDX license expression:
      
              License :: OSI Approved :: MIT License
      
              See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details.
              ********************************************************************************
      
      !!
        self._finalize_license_expression()
      running bdist_wheel
      running build
      running build_py
      running build_ext
      building 'faiss._swigfaiss' extension
      swigging faiss/faiss/python/swigfaiss.i to faiss/faiss/python/swigfaiss_wrap.cpp
      swig -python -c++ -Doverride= -I/usr/local/include -Ifaiss -doxygen -module swigfaiss -o faiss/faiss/python/swigfaiss_wrap.cpp faiss/faiss/python/swigfaiss.i
      faiss/faiss/python/swigfaiss.i:263: Error: Unable to find 'faiss/impl/platform_macros.h'
      faiss/faiss/python/swigfaiss.i:267: Error: Unable to find 'faiss/utils/ordered_key_value.h'
      faiss/faiss/python/swigfaiss.i:268: Error: Unable to find 'faiss/utils/Heap.h'
      faiss/faiss/python/swigfaiss.i:273: Error: Unable to find 'faiss/utils/AlignedTable.h'
      faiss/faiss/python/swigfaiss.i:274: Error: Unable to find 'faiss/utils/partitioning.h'
      faiss/faiss/python/swigfaiss.i:275: Error: Unable to find 'faiss/utils/hamming.h'
      faiss/faiss/python/swigfaiss.i:380: Error: Unable to find 'faiss/utils/utils.h'
      faiss/faiss/python/swigfaiss.i:381: Error: Unable to find 'faiss/utils/distances.h'
      faiss/faiss/python/swigfaiss.i:382: Error: Unable to find 'faiss/utils/random.h'
      faiss/faiss/python/swigfaiss.i:384: Error: Unable to find 'faiss/MetricType.h'
      faiss/faiss/python/swigfaiss.i:387: Error: Unable to find 'faiss/Index.h'
      faiss/faiss/python/swigfaiss.i:389: Error: Unable to find 'faiss/impl/DistanceComputer.h'
      faiss/faiss/python/swigfaiss.i:392: Error: Unable to find 'faiss/IndexFlatCodes.h'
      faiss/faiss/python/swigfaiss.i:393: Error: Unable to find 'faiss/IndexFlat.h'
      faiss/faiss/python/swigfaiss.i:394: Error: Unable to find 'faiss/Clustering.h'
      faiss/faiss/python/swigfaiss.i:396: Error: Unable to find 'faiss/utils/extra_distances.h'
      faiss/faiss/python/swigfaiss.i:400: Error: Unable to find 'faiss/impl/Quantizer.h'
      faiss/faiss/python/swigfaiss.i:401: Error: Unable to find 'faiss/impl/ProductQuantizer.h'
      faiss/faiss/python/swigfaiss.i:402: Error: Unable to find 'faiss/impl/AdditiveQuantizer.h'
      faiss/faiss/python/swigfaiss.i:403: Error: Unable to find 'faiss/impl/ResidualQuantizer.h'
      faiss/faiss/python/swigfaiss.i:404: Error: Unable to find 'faiss/impl/LocalSearchQuantizer.h'
      faiss/faiss/python/swigfaiss.i:405: Error: Unable to find 'faiss/impl/ProductAdditiveQuantizer.h'
      faiss/faiss/python/swigfaiss.i:407: Error: Unable to find 'faiss/VectorTransform.h'
      faiss/faiss/python/swigfaiss.i:408: Error: Unable to find 'faiss/IndexPreTransform.h'
      faiss/faiss/python/swigfaiss.i:409: Error: Unable to find 'faiss/IndexRefine.h'
      faiss/faiss/python/swigfaiss.i:410: Error: Unable to find 'faiss/IndexLSH.h'
      faiss/faiss/python/swigfaiss.i:411: Error: Unable to find 'faiss/impl/PolysemousTraining.h'
      faiss/faiss/python/swigfaiss.i:412: Error: Unable to find 'faiss/IndexPQ.h'
      faiss/faiss/python/swigfaiss.i:413: Error: Unable to find 'faiss/IndexAdditiveQuantizer.h'
      faiss/faiss/python/swigfaiss.i:414: Error: Unable to find 'faiss/impl/io.h'
      faiss/faiss/python/swigfaiss.i:416: Error: Unable to find 'faiss/invlists/InvertedLists.h'
      faiss/faiss/python/swigfaiss.i:417: Error: Unable to find 'faiss/invlists/InvertedListsIOHook.h'
      faiss/faiss/python/swigfaiss.i:419: Error: Unable to find 'faiss/invlists/BlockInvertedLists.h'
      faiss/faiss/python/swigfaiss.i:420: Error: Unable to find 'faiss/invlists/DirectMap.h'
      faiss/faiss/python/swigfaiss.i:421: Error: Unable to find 'faiss/IndexIVF.h'
      faiss/faiss/python/swigfaiss.i:426: Error: Unable to find 'faiss/IVFlib.h'
      faiss/faiss/python/swigfaiss.i:427: Error: Unable to find 'faiss/impl/ScalarQuantizer.h'
      faiss/faiss/python/swigfaiss.i:428: Error: Unable to find 'faiss/IndexScalarQuantizer.h'
      faiss/faiss/python/swigfaiss.i:429: Error: Unable to find 'faiss/IndexIVFSpectralHash.h'
      faiss/faiss/python/swigfaiss.i:430: Error: Unable to find 'faiss/IndexIVFAdditiveQuantizer.h'
      faiss/faiss/python/swigfaiss.i:431: Error: Unable to find 'faiss/impl/HNSW.h'
      faiss/faiss/python/swigfaiss.i:432: Error: Unable to find 'faiss/IndexHNSW.h'
      faiss/faiss/python/swigfaiss.i:434: Error: Unable to find 'faiss/impl/kmeans1d.h'
      faiss/faiss/python/swigfaiss.i:437: Error: Unable to find 'faiss/impl/NNDescent.h'
      faiss/faiss/python/swigfaiss.i:438: Error: Unable to find 'faiss/IndexNNDescent.h'
      faiss/faiss/python/swigfaiss.i:440: Error: Unable to find 'faiss/IndexIVFFlat.h'
      faiss/faiss/python/swigfaiss.i:441: Error: Unable to find 'faiss/impl/NSG.h'
      faiss/faiss/python/swigfaiss.i:442: Error: Unable to find 'faiss/IndexNSG.h'
      faiss/faiss/python/swigfaiss.i:447: Error: Unable to find 'faiss/invlists/OnDiskInvertedLists.h'
      faiss/faiss/python/swigfaiss.i:450: Error: Unable to find 'faiss/impl/lattice_Zn.h'
      faiss/faiss/python/swigfaiss.i:451: Error: Unable to find 'faiss/IndexLattice.h'
      faiss/faiss/python/swigfaiss.i:454: Error: Unable to find 'faiss/IndexIVFPQ.h'
      faiss/faiss/python/swigfaiss.i:455: Error: Unable to find 'faiss/IndexIVFPQR.h'
      faiss/faiss/python/swigfaiss.i:456: Error: Unable to find 'faiss/Index2Layer.h'
      faiss/faiss/python/swigfaiss.i:458: Error: Unable to find 'faiss/IndexFastScan.h'
      faiss/faiss/python/swigfaiss.i:459: Error: Unable to find 'faiss/IndexAdditiveQuantizerFastScan.h'
      faiss/faiss/python/swigfaiss.i:460: Error: Unable to find 'faiss/IndexPQFastScan.h'
      faiss/faiss/python/swigfaiss.i:461: Error: Unable to find 'faiss/IndexIVFFastScan.h'
      faiss/faiss/python/swigfaiss.i:462: Error: Unable to find 'faiss/IndexIVFAdditiveQuantizerFastScan.h'
      faiss/faiss/python/swigfaiss.i:463: Error: Unable to find 'faiss/IndexIVFPQFastScan.h'
      faiss/faiss/python/swigfaiss.i:464: Error: Unable to find 'faiss/utils/quantize_lut.h'
      faiss/faiss/python/swigfaiss.i:466: Error: Unable to find 'faiss/IndexBinary.h'
      faiss/faiss/python/swigfaiss.i:467: Error: Unable to find 'faiss/IndexBinaryFlat.h'
      faiss/faiss/python/swigfaiss.i:468: Error: Unable to find 'faiss/IndexBinaryIVF.h'
      faiss/faiss/python/swigfaiss.i:469: Error: Unable to find 'faiss/IndexBinaryFromFloat.h'
      faiss/faiss/python/swigfaiss.i:470: Error: Unable to find 'faiss/IndexBinaryHNSW.h'
      faiss/faiss/python/swigfaiss.i:471: Error: Unable to find 'faiss/IndexBinaryHash.h'
      faiss/faiss/python/swigfaiss.i:473: Error: Unable to find 'faiss/impl/ThreadedIndex.h'
      faiss/faiss/python/swigfaiss.i:477: Error: Unable to find 'faiss/IndexShards.h'
      faiss/faiss/python/swigfaiss.i:481: Error: Unable to find 'faiss/IndexReplicas.h'
      faiss/faiss/python/swigfaiss.i:485: Error: Unable to find 'faiss/MetaIndexes.h'
      faiss/faiss/python/swigfaiss.i:486: Error: Unable to find 'faiss/IndexIDMap.h'
      faiss/faiss/python/swigfaiss.i:492: Error: Unable to find 'faiss/IndexRowwiseMinMax.h'
      faiss/faiss/python/swigfaiss.i:502: Error: Unable to find 'faiss/impl/AuxIndexStructures.h'
      faiss/faiss/python/swigfaiss.i:503: Error: Unable to find 'faiss/impl/IDSelector.h'
      faiss/faiss/python/swigfaiss.i:739: Error: Unable to find 'faiss/index_io.h'
      faiss/faiss/python/swigfaiss.i:740: Error: Unable to find 'faiss/clone_index.h'
      faiss/faiss/python/swigfaiss.i:744: Error: Unable to find 'faiss/AutoTune.h'
      faiss/faiss/python/swigfaiss.i:745: Error: Unable to find 'faiss/index_factory.h'
      faiss/faiss/python/swigfaiss.i:746: Error: Unable to find 'faiss/MatrixStats.h'
      error: command '/opt/anaconda3/bin/swig' failed with exit code 1
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for faiss-cpu
Failed to build faiss-cpu
ERROR: Failed to build installable wheels for some pyproject.toml based projects (faiss-cpu)

用conda安装faiss-cpu可以安装成功，但是Python里面识别不到，还是会提示 ModuleNotFoundError: No module named 'faiss'

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Reproduce the reported pip and conda installation attempts with Python 3.12 on macOS 15.3.2, then compare the resulting environments and import behavior. No project file or test is named; done means the project's setup can install faiss-cpu and Python can import faiss.

Written by the indexing model from the issue text.

Assessment

Tech stack
macos, python
Domain
tooling
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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