Repository: scipy/scipy
File: scipy/io/_fast_matrix_market/__init__.py (Python)

Code before:
        return "general"

    symmetry = str(symmetry).lower()
    symmetries = ["general", "symmetric", "skew-symmetric", "hermitian"]
    if symmetry not in symmetries:
        raise ValueError("Invalid symmetry. Must be one of: " + ", ".join(symmetries))

    return symmetry


def mmread(source, *, spmatrix=_NoValue):
    """
    Reads the contents of a Matrix Market file-like 'source' into a matrix.

    Parameters
    ----------
    source : str or file-like
        Matrix Market filename (extensions .mtx, .mtz.gz)
        or open file-like object.
    spmatrix : bool, optional (default: True)
        If ``True``, return sparse matrix. Otherwise return sparse array.

        .. deprecated:: 1.18.0
            The default value for `spmatrix` is changing to False in v1.20.
            That means the default return value will be a sparse array.
            Unless you use * instead of @, ** for matrix power, or you depend
            on 2D shapes from e.g. `A.sum(axis=0)` it may not matter to you.
            See :ref:`Migration from spmatrix to sparray <migration_to_sparray>`.

    Returns
    -------
    a : ndarray or coo_array
        Dense or sparse array depending on the matrix format in the
        Matrix Market file.

    Notes
    -----
    .. versionchanged:: 1.12.0
        C++ implementation.

    Examples
    --------
    >>> from io import StringIO
    >>> from scipy.io import mmread

    >>> text = '''%%MatrixMarket matrix coordinate real general
    ...  5 5 7
    ...  2 3 1.0
    ...  3 4 2.0
    ...  3 5 3.0
    ...  4 1 4.0

Review comment (suggestion):
I thought using reST characters without typesetting as code would give rendering issues, but it looks fine in preview. So all good, just adding a note here that I checked it.

Code after:
        return "general"

    symmetry = str(symmetry).lower()
    symmetries = ["general", "symmetric", "skew-symmetric", "hermitian"]
    if symmetry not in symmetries:
        raise ValueError("Invalid symmetry. Must be one of: " + ", ".join(symmetries))

    return symmetry


def mmread(source, *, spmatrix=_NoValue):
    """
    Reads the contents of a Matrix Market file-like 'source' into a matrix.

    Parameters
    ----------
    source : str or file-like
        Matrix Market filename (extensions .mtx, .mtz.gz)
        or open file-like object.
    spmatrix : bool, optional (default: True)
        If ``True``, return sparse matrix. Otherwise return sparse array.

        .. deprecated:: 1.18.0
            The default value for `spmatrix` is changing to False in v1.20.
            That means the default return value will be a sparse array.
            Unless you use * instead of @, ** for matrix power, or you depend
            on 2D shapes from e.g. ``A.sum(axis=0)`` it may not matter to you.
            See :ref:`Migration from spmatrix to sparray <migration_to_sparray>`.

    Returns
    -------
    a : ndarray or coo_array
        Dense or sparse array depending on the matrix format in the
        Matrix Market file.

    Notes
    -----
    .. versionchanged:: 1.12.0
        C++ implementation.

    Examples
    --------
    >>> from io import StringIO
    >>> from scipy.io import mmread

    >>> text = '''%%MatrixMarket matrix coordinate real general
    ...  5 5 7
    ...  2 3 1.0
    ...  3 4 2.0
    ...  3 5 3.0
    ...  4 1 4.0