EVOLUTION-MANAGER

Edit File: wavfile.py

"""
Module to read / write wav files using numpy arrays

Functions
---------
`read`: Return the sample rate (in samples/sec) and data from a WAV file.

`write`: Write a numpy array as a WAV file.

"""
from __future__ import division, print_function, absolute_import

import sys
import numpy
import struct
import warnings

__all__ = [
    'WavFileWarning',
    'read',
    'write'
]

class WavFileWarning(UserWarning):
    pass

WAVE_FORMAT_PCM = 0x0001
WAVE_FORMAT_IEEE_FLOAT = 0x0003
WAVE_FORMAT_EXTENSIBLE = 0xfffe
KNOWN_WAVE_FORMATS = (WAVE_FORMAT_PCM, WAVE_FORMAT_IEEE_FLOAT)

# assumes file pointer is immediately
#  after the 'fmt ' id

def _read_fmt_chunk(fid, is_big_endian):
    """
    Returns
    -------
    size : int
        size of format subchunk in bytes (minus 8 for "fmt " and itself)
    format_tag : int
        PCM, float, or compressed format
    channels : int
        number of channels
    fs : int
        sampling frequency in samples per second
    bytes_per_second : int
        overall byte rate for the file
    block_align : int
        bytes per sample, including all channels
    bit_depth : int
        bits per sample
    """
    if is_big_endian:
        fmt = '>'
    else:
        fmt = '<'

size = res = struct.unpack(fmt+'I', fid.read(4))[0]
    bytes_read = 0

if size < 16:
        raise ValueError("Binary structure of wave file is not compliant")

res = struct.unpack(fmt+'HHIIHH', fid.read(16))
    bytes_read += 16

format_tag, channels, fs, bytes_per_second, block_align, bit_depth = res

if format_tag == WAVE_FORMAT_EXTENSIBLE and size >= (16+2):
        ext_chunk_size = struct.unpack(fmt+'H', fid.read(2))[0]
        bytes_read += 2
        if ext_chunk_size >= 22:
            extensible_chunk_data = fid.read(22)
            bytes_read += 22
            raw_guid = extensible_chunk_data[2+4:2+4+16]
            # GUID template {XXXXXXXX-0000-0010-8000-00AA00389B71} (RFC-2361)
            # MS GUID byte order: first three groups are native byte order,
            # rest is Big Endian
            if is_big_endian:
                tail = b'\x00\x00\x00\x10\x80\x00\x00\xAA\x00\x38\x9B\x71'
            else:
                tail = b'\x00\x00\x10\x00\x80\x00\x00\xAA\x00\x38\x9B\x71'
            if raw_guid.endswith(tail):
                format_tag = struct.unpack(fmt+'I', raw_guid[:4])[0]
        else:
            raise ValueError("Binary structure of wave file is not compliant")

if format_tag not in KNOWN_WAVE_FORMATS:
        raise ValueError("Unknown wave file format")

# move file pointer to next chunk
    if size > (bytes_read):
        fid.read(size - bytes_read)

return (size, format_tag, channels, fs, bytes_per_second, block_align,
            bit_depth)

# assumes file pointer is immediately after the 'data' id
def _read_data_chunk(fid, format_tag, channels, bit_depth, is_big_endian,
                     mmap=False):
    if is_big_endian:
        fmt = '>I'
    else:
        fmt = '<I'

# Size of the data subchunk in bytes
    size = struct.unpack(fmt, fid.read(4))[0]

# Number of bytes per sample
    bytes_per_sample = bit_depth//8
    if bit_depth == 8:
        dtype = 'u1'
    else:
        if is_big_endian:
            dtype = '>'
        else:
            dtype = '<'
        if format_tag == WAVE_FORMAT_PCM:
            dtype += 'i%d' % bytes_per_sample
        else:
            dtype += 'f%d' % bytes_per_sample
    if not mmap:
        data = numpy.frombuffer(fid.read(size), dtype=dtype)
    else:
        start = fid.tell()
        data = numpy.memmap(fid, dtype=dtype, mode='c', offset=start,
                            shape=(size//bytes_per_sample,))
        fid.seek(start + size)

if channels > 1:
        data = data.reshape(-1, channels)
    return data

def _skip_unknown_chunk(fid, is_big_endian):
    if is_big_endian:
        fmt = '>I'
    else:
        fmt = '<I'

data = fid.read(4)
    # call unpack() and seek() only if we have really read data from file
    # otherwise empty read at the end of the file would trigger
    # unnecessary exception at unpack() call
    # in case data equals somehow to 0, there is no need for seek() anyway
    if data:
        size = struct.unpack(fmt, data)[0]
        fid.seek(size, 1)

def _read_riff_chunk(fid):
    str1 = fid.read(4)  # File signature
    if str1 == b'RIFF':
        is_big_endian = False
        fmt = '<I'
    elif str1 == b'RIFX':
        is_big_endian = True
        fmt = '>I'
    else:
        # There are also .wav files with "FFIR" or "XFIR" signatures?
        raise ValueError("File format {}... not "
                         "understood.".format(repr(str1)))

# Size of entire file
    file_size = struct.unpack(fmt, fid.read(4))[0] + 8

str2 = fid.read(4)
    if str2 != b'WAVE':
        raise ValueError("Not a WAV file.")

return file_size, is_big_endian

def read(filename, mmap=False):
    """
    Open a WAV file

Return the sample rate (in samples/sec) and data from a WAV file.

Parameters
    ----------
    filename : string or open file handle
        Input wav file.
    mmap : bool, optional
        Whether to read data as memory-mapped.
        Only to be used on real files (Default: False).

.. versionadded:: 0.12.0

Returns
    -------
    rate : int
        Sample rate of wav file.
    data : numpy array
        Data read from wav file.  Data-type is determined from the file;
        see Notes.

Notes
    -----
    This function cannot read wav files with 24-bit data.

Common data types: [1]_

=====================  ===========  ===========  =============
         WAV format            Min          Max       NumPy dtype
    =====================  ===========  ===========  =============
    32-bit floating-point  -1.0         +1.0         float32
    32-bit PCM             -2147483648  +2147483647  int32
    16-bit PCM             -32768       +32767       int16
    8-bit PCM              0            255          uint8
    =====================  ===========  ===========  =============

Note that 8-bit PCM is unsigned.

References
    ----------
    .. [1] IBM Corporation and Microsoft Corporation, "Multimedia Programming
       Interface and Data Specifications 1.0", section "Data Format of the
       Samples", August 1991
       http://www.tactilemedia.com/info/MCI_Control_Info.html

Examples
    --------
    >>> from os.path import dirname, join as pjoin
    >>> import scipy.io as sio

Get the filename for an example .wav file from the tests/data directory.

>>> data_dir = pjoin(dirname(sio.__file__), 'tests', 'data')
    >>> wav_fname = pjoin(data_dir, 'test-44100Hz-2ch-32bit-float-be.wav')

Load the .wav file contents.

>>> samplerate, data = sio.wavfile.read(wav_fname)
    >>> print(f"number of channels = {data.shape[1]}")
    number of channels = 2
    >>> length = data.shape[0] / samplerate
    >>> print(f"length = {length}s")
    length = 0.01s

Plot the waveform.

>>> import matplotlib.pyplot as plt
    >>> import numpy as np
    >>> time = np.linspace(0., length, data.shape[0])
    >>> plt.plot(time, data[:, 0], label="Left channel")
    >>> plt.plot(time, data[:, 1], label="Right channel")
    >>> plt.legend()
    >>> plt.xlabel("Time [s]")
    >>> plt.ylabel("Amplitude")
    >>> plt.show()

"""
    if hasattr(filename, 'read'):
        fid = filename
        mmap = False
    else:
        fid = open(filename, 'rb')

try:
        file_size, is_big_endian = _read_riff_chunk(fid)
        fmt_chunk_received = False
        data_chunk_received = False
        channels = 1
        bit_depth = 8
        format_tag = WAVE_FORMAT_PCM
        while fid.tell() < file_size:
            # read the next chunk
            chunk_id = fid.read(4)

if not chunk_id:
                if data_chunk_received:
                    # End of file but data successfully read
                    warnings.warn(
                        "Reached EOF prematurely; finished at {:d} bytes, "
                        "expected {:d} bytes from header."
                        .format(fid.tell(), file_size),
                        WavFileWarning, stacklevel=2)
                    break
                else:
                    raise ValueError("Unexpected end of file.")
            elif len(chunk_id) < 4:
                raise ValueError("Incomplete wav chunk.")

if chunk_id == b'fmt ':
                fmt_chunk_received = True
                fmt_chunk = _read_fmt_chunk(fid, is_big_endian)
                format_tag, channels, fs = fmt_chunk[1:4]
                bit_depth = fmt_chunk[6]
                if bit_depth not in (8, 16, 32, 64, 96, 128):
                    raise ValueError("Unsupported bit depth: the wav file "
                                     "has {}-bit data.".format(bit_depth))
            elif chunk_id == b'fact':
                _skip_unknown_chunk(fid, is_big_endian)
            elif chunk_id == b'data':
                data_chunk_received = True
                if not fmt_chunk_received:
                    raise ValueError("No fmt chunk before data")
                data = _read_data_chunk(fid, format_tag, channels, bit_depth,
                                        is_big_endian, mmap)
            elif chunk_id == b'LIST':
                # Someday this could be handled properly but for now skip it
                _skip_unknown_chunk(fid, is_big_endian)
            elif chunk_id in (b'JUNK', b'Fake'):
                # Skip alignment chunks without warning
                _skip_unknown_chunk(fid, is_big_endian)
            else:
                warnings.warn("Chunk (non-data) not understood, skipping it.",
                              WavFileWarning, stacklevel=2)
                _skip_unknown_chunk(fid, is_big_endian)
    finally:
        if not hasattr(filename, 'read'):
            fid.close()
        else:
            fid.seek(0)

return fs, data

def write(filename, rate, data):
    """
    Write a numpy array as a WAV file.

Parameters
    ----------
    filename : string or open file handle
        Output wav file.
    rate : int
        The sample rate (in samples/sec).
    data : ndarray
        A 1-D or 2-D numpy array of either integer or float data-type.

Notes
    -----
    * Writes a simple uncompressed WAV file.
    * To write multiple-channels, use a 2-D array of shape
      (Nsamples, Nchannels).
    * The bits-per-sample and PCM/float will be determined by the data-type.

Common data types: [1]_

Note that 8-bit PCM is unsigned.

Examples
    --------
    Create a 100Hz sine wave, sampled at 44100Hz.
    Write to 16-bit PCM, Mono.

>>> from scipy.io.wavfile import write
    >>> samplerate = 44100; fs = 100
    >>> t = np.linspace(0., 1., samplerate)
    >>> amplitude = np.iinfo(np.int16).max
    >>> data = amplitude * np.sin(2. * np.pi * fs * t)
    >>> write("example.wav", samplerate, data)

"""
    if hasattr(filename, 'write'):
        fid = filename
    else:
        fid = open(filename, 'wb')

fs = rate

try:
        dkind = data.dtype.kind
        if not (dkind == 'i' or dkind == 'f' or (dkind == 'u' and
                                                 data.dtype.itemsize == 1)):
            raise ValueError("Unsupported data type '%s'" % data.dtype)

header_data = b''

header_data += b'RIFF'
        header_data += b'\x00\x00\x00\x00'
        header_data += b'WAVE'

# fmt chunk
        header_data += b'fmt '
        if dkind == 'f':
            format_tag = WAVE_FORMAT_IEEE_FLOAT
        else:
            format_tag = WAVE_FORMAT_PCM
        if data.ndim == 1:
            channels = 1
        else:
            channels = data.shape[1]
        bit_depth = data.dtype.itemsize * 8
        bytes_per_second = fs*(bit_depth // 8)*channels
        block_align = channels * (bit_depth // 8)

fmt_chunk_data = struct.pack('<HHIIHH', format_tag, channels, fs,
                                     bytes_per_second, block_align, bit_depth)
        if not (dkind == 'i' or dkind == 'u'):
            # add cbSize field for non-PCM files
            fmt_chunk_data += b'\x00\x00'

header_data += struct.pack('<I', len(fmt_chunk_data))
        header_data += fmt_chunk_data

# fact chunk (non-PCM files)
        if not (dkind == 'i' or dkind == 'u'):
            header_data += b'fact'
            header_data += struct.pack('<II', 4, data.shape[0])

# check data size (needs to be immediately before the data chunk)
        if ((len(header_data)-4-4) + (4+4+data.nbytes)) > 0xFFFFFFFF:
            raise ValueError("Data exceeds wave file size limit")

fid.write(header_data)

# data chunk
        fid.write(b'data')
        fid.write(struct.pack('<I', data.nbytes))
        if data.dtype.byteorder == '>' or (data.dtype.byteorder == '=' and
                                           sys.byteorder == 'big'):
            data = data.byteswap()
        _array_tofile(fid, data)

# Determine file size and place it in correct
        #  position at start of the file.
        size = fid.tell()
        fid.seek(4)
        fid.write(struct.pack('<I', size-8))

finally:
        if not hasattr(filename, 'write'):
            fid.close()
        else:
            fid.seek(0)

if sys.version_info[0] >= 3:
    def _array_tofile(fid, data):
        # ravel gives a c-contiguous buffer
        fid.write(data.ravel().view('b').data)
else:
    def _array_tofile(fid, data):
        fid.write(data.tostring())