Could not build wheels for hdbscan, which is required to install pyproject.toml-based projects

I apologize for the inconvenience you are facing. The error message indicates that building wheels for the "hdbscan" package failed. This could be due to various reasons such as missing dependencies or incompatible build environment. To troubleshoot this issue, you can try the following steps:

1. Make sure you have all the necessary dependencies installed. Check the documentation of the "hdbscan" package for the required dependencies and install them using the appropriate package manager (e.g., pip or conda).

2. Update your build tools. Sometimes, outdated or incompatible build tools can cause issues while building Python packages. Make sure you have the latest versions of tools like setuptools, wheel, and pip. You can update them using the following command:

   pip install --upgrade setuptools wheel pip

3. Check your Python version. Ensure that you are using a compatible version of Python for the "hdbscan" package. The package might have certain version requirements mentioned in its documentation. If necessary, switch to a compatible Python version.

4. Verify that your system has the necessary compiler tools. Some packages require a C compiler to build native extensions. Ensure that you have a C compiler installed and configured correctly on your system.

If the above steps do not resolve the issue, please provide more details about your environment and any specific error messages you are encountering.