[Install issue]: chromadb Error install MacOS M1

[thedarkknight197]

What happened?

I have added chromadb on my requirements.txt.

When I launch: pip install -r requirements.txt it return the log error

Versions

MacOS 11.7.7 (20G1345) ChromaDB (Latest I think...)

Relevant log output

Building wheels for collected packages: tokenizers
  Building wheel for tokenizers (pyproject.toml) ... error
  error: subprocess-exited-with-error
  
  × Building wheel for tokenizers (pyproject.toml) did not run successfully.
  │ exit code: 1
  ╰─> [51 lines of output]
      running bdist_wheel
      running build
      running build_py
      creating build
      creating build/lib.macosx-11-arm64-cpython-39
      creating build/lib.macosx-11-arm64-cpython-39/tokenizers
      copying py_src/tokenizers/__init__.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers
      creating build/lib.macosx-11-arm64-cpython-39/tokenizers/models
      copying py_src/tokenizers/models/__init__.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/models
      creating build/lib.macosx-11-arm64-cpython-39/tokenizers/decoders
      copying py_src/tokenizers/decoders/__init__.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/decoders
      creating build/lib.macosx-11-arm64-cpython-39/tokenizers/normalizers
      copying py_src/tokenizers/normalizers/__init__.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/normalizers
      creating build/lib.macosx-11-arm64-cpython-39/tokenizers/pre_tokenizers
      copying py_src/tokenizers/pre_tokenizers/__init__.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/pre_tokenizers
      creating build/lib.macosx-11-arm64-cpython-39/tokenizers/processors
      copying py_src/tokenizers/processors/__init__.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/processors
      creating build/lib.macosx-11-arm64-cpython-39/tokenizers/trainers
      copying py_src/tokenizers/trainers/__init__.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/trainers
      creating build/lib.macosx-11-arm64-cpython-39/tokenizers/implementations
      copying py_src/tokenizers/implementations/byte_level_bpe.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/implementations
      copying py_src/tokenizers/implementations/sentencepiece_unigram.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/implementations
      copying py_src/tokenizers/implementations/sentencepiece_bpe.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/implementations
      copying py_src/tokenizers/implementations/base_tokenizer.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/implementations
      copying py_src/tokenizers/implementations/__init__.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/implementations
      copying py_src/tokenizers/implementations/char_level_bpe.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/implementations
      copying py_src/tokenizers/implementations/bert_wordpiece.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/implementations
      creating build/lib.macosx-11-arm64-cpython-39/tokenizers/tools
      copying py_src/tokenizers/tools/__init__.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/tools
      copying py_src/tokenizers/tools/visualizer.py -> build/lib.macosx-11-arm64-cpython-39/tokenizers/tools
      copying py_src/tokenizers/__init__.pyi -> build/lib.macosx-11-arm64-cpython-39/tokenizers
      copying py_src/tokenizers/models/__init__.pyi -> build/lib.macosx-11-arm64-cpython-39/tokenizers/models
      copying py_src/tokenizers/decoders/__init__.pyi -> build/lib.macosx-11-arm64-cpython-39/tokenizers/decoders
      copying py_src/tokenizers/normalizers/__init__.pyi -> build/lib.macosx-11-arm64-cpython-39/tokenizers/normalizers
      copying py_src/tokenizers/pre_tokenizers/__init__.pyi -> build/lib.macosx-11-arm64-cpython-39/tokenizers/pre_tokenizers
      copying py_src/tokenizers/processors/__init__.pyi -> build/lib.macosx-11-arm64-cpython-39/tokenizers/processors
      copying py_src/tokenizers/trainers/__init__.pyi -> build/lib.macosx-11-arm64-cpython-39/tokenizers/trainers
      copying py_src/tokenizers/tools/visualizer-styles.css -> build/lib.macosx-11-arm64-cpython-39/tokenizers/tools
      running build_ext
      running build_rust
      error: can't find Rust compiler
      
      If you are using an outdated pip version, it is possible a prebuilt wheel is available for this package but pip is not able to install from it. Installing from the wheel would avoid the need for a Rust compiler.
      
      To update pip, run:
      
          pip install --upgrade pip
      
      and then retry package installation.
      
      If you did intend to build this package from source, try installing a Rust compiler from your system package manager and ensure it is on the PATH during installation. Alternatively, rustup (available at https://rustup.rs) is the recommended way to download and update the Rust compiler toolchain.
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for tokenizers
Failed to build tokenizers
ERROR: Could not build wheels for tokenizers, which is required to install pyproject.toml-based projects

[HammadB]

This seems like an issue with a newer tokeizners version, a dependency of chroma. A quick google search reveals this thread which may be of use to you.

huggingface/transformers#2831

[HammadB]

Closing this out as its not a chroma related issue but stems from another library.