src/MIDI.py

#! /usr/bin/python3

r'''###############################################################################
###################################################################################
#
#
#	Tegridy MIDI X Module (TMIDI X / tee-midi eks)
#
#   NOTE: TMIDI X Module starts after the partial MIDI.py module @ line 1450
#
#	Based upon MIDI.py module v.6.7. by Peter Billam / pjb.com.au
#
#	Project Los Angeles
#
#	Tegridy Code 2025
#
#   https://github.com/Tegridy-Code/Project-Los-Angeles
#
#
###################################################################################
###################################################################################
#   Copyright 2025 Project Los Angeles / Tegridy Code
#
#   Licensed under the Apache License, Version 2.0 (the "License");
#   you may not use this file except in compliance with the License.
#   You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
#   Unless required by applicable law or agreed to in writing, software
#   distributed under the License is distributed on an "AS IS" BASIS,
#   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
#   See the License for the specific language governing permissions and
#   limitations under the License.
###################################################################################
###################################################################################
#
#	PARTIAL MIDI.py Module v.6.7. by Peter Billam
#   Please see TMIDI 2.3/tegridy-tools repo for full MIDI.py module code
# 
#   Or you can always download the latest full version from:
#
#   https://pjb.com.au/
#   https://peterbillam.gitlab.io/miditools/
#	
#	Copyright 2020 Peter Billam
#
###################################################################################
###################################################################################
# unsupported 20091104 ...
#     ['set_sequence_number', dtime, sequence]
#     ['raw_data', dtime, raw]

# 20150914   jimbo1qaz   MIDI.py str/bytes bug report
# I found a MIDI file which had Shift-JIS titles. When midi.py decodes it as
# latin-1, it produces a string which cannot even be accessed without raising
# a UnicodeDecodeError.  Maybe, when converting raw byte strings from MIDI,
# you should keep them as bytes, not improperly decode them.  However, this
# would change the API.  (ie: text = a "string" ? of 0 or more bytes).  It
# could break compatiblity, but there's not much else you can do to fix the bug
# https://en.wikipedia.org/wiki/Shift_JIS

This module offers functions:  concatenate_scores(), grep(),
merge_scores(), mix_scores(), midi2opus(), midi2score(), opus2midi(),
opus2score(), play_score(), score2midi(), score2opus(), score2stats(),
score_type(), segment(), timeshift() and to_millisecs(),
where "midi" means the MIDI-file bytes (as can be put in a .mid file,
or piped into aplaymidi), and "opus" and "score" are list-structures
as inspired by Sean Burke's MIDI-Perl CPAN module.

Warning: Version 6.4 is not necessarily backward-compatible with
previous versions, in that text-data is now bytes, not strings.
This reflects the fact that many MIDI files have text data in
encodings other that ISO-8859-1, for example in Shift-JIS.

Download MIDI.py from   http://www.pjb.com.au/midi/free/MIDI.py
and put it in your PYTHONPATH.  MIDI.py depends on Python3.

There is also a call-compatible translation into Lua of this
module: see http://www.pjb.com.au/comp/lua/MIDI.html

Backup web site: https://peterbillam.gitlab.io/miditools/

The "opus" is a direct translation of the midi-file-events, where
the times are delta-times, in ticks, since the previous event.

The "score" is more human-centric; it uses absolute times, and
combines the separate note_on and note_off events into one "note"
event, with a duration:
 ['note', start_time, duration, channel, note, velocity] # in a "score"

  EVENTS (in an "opus" structure)
     ['note_off', dtime, channel, note, velocity]       # in an "opus"
     ['note_on', dtime, channel, note, velocity]        # in an "opus"
     ['key_after_touch', dtime, channel, note, velocity]
     ['control_change', dtime, channel, controller(0-127), value(0-127)]
     ['patch_change', dtime, channel, patch]
     ['channel_after_touch', dtime, channel, velocity]
     ['pitch_wheel_change', dtime, channel, pitch_wheel]
     ['text_event', dtime, text]
     ['copyright_text_event', dtime, text]
     ['track_name', dtime, text]
     ['instrument_name', dtime, text]
     ['lyric', dtime, text]
     ['marker', dtime, text]
     ['cue_point', dtime, text]
     ['text_event_08', dtime, text]
     ['text_event_09', dtime, text]
     ['text_event_0a', dtime, text]
     ['text_event_0b', dtime, text]
     ['text_event_0c', dtime, text]
     ['text_event_0d', dtime, text]
     ['text_event_0e', dtime, text]
     ['text_event_0f', dtime, text]
     ['end_track', dtime]
     ['set_tempo', dtime, tempo]
     ['smpte_offset', dtime, hr, mn, se, fr, ff]
     ['time_signature', dtime, nn, dd, cc, bb]
     ['key_signature', dtime, sf, mi]
     ['sequencer_specific', dtime, raw]
     ['raw_meta_event', dtime, command(0-255), raw]
     ['sysex_f0', dtime, raw]
     ['sysex_f7', dtime, raw]
     ['song_position', dtime, song_pos]
     ['song_select', dtime, song_number]
     ['tune_request', dtime]

  DATA TYPES
     channel = a value 0 to 15
     controller = 0 to 127 (see http://www.pjb.com.au/muscript/gm.html#cc )
     dtime = time measured in "ticks", 0 to 268435455
     velocity = a value 0 (soft) to 127 (loud)
     note = a value 0 to 127  (middle-C is 60)
     patch = 0 to 127 (see http://www.pjb.com.au/muscript/gm.html )
     pitch_wheel = a value -8192 to 8191 (0x1FFF)
     raw = bytes, of length 0 or more  (for sysex events see below)
     sequence_number = a value 0 to 65,535 (0xFFFF)
     song_pos = a value 0 to 16,383 (0x3FFF)
     song_number = a value 0 to 127
     tempo = microseconds per crochet (quarter-note), 0 to 16777215
     text = bytes, of length 0 or more
     ticks = the number of ticks per crochet (quarter-note)

   In sysex_f0 events, the raw data must not start with a \xF0 byte,
   since this gets added automatically;
   but it must end with an explicit \xF7 byte!
   In the very unlikely case that you ever need to split sysex data
   into one sysex_f0 followed by one or more sysex_f7s, then only the
   last of those sysex_f7 events must end with the explicit \xF7 byte
   (again, the raw data of individual sysex_f7 events must not start
   with any \xF7 byte, since this gets added automatically).

   Since version 6.4, text data is in bytes, not in a ISO-8859-1 string.


  GOING THROUGH A SCORE WITHIN A PYTHON PROGRAM
    channels = {2,3,5,8,13}
    itrack = 1   # skip 1st element which is ticks
    while itrack < len(score):
        for event in score[itrack]:
            if event[0] == 'note':   # for example,
                pass  # do something to all notes
            # or, to work on events in only particular channels...
            channel_index = MIDI.Event2channelindex.get(event[0], False)
            if channel_index and (event[channel_index] in channels):
                pass  # do something to channels 2,3,5,8 and 13
        itrack += 1

'''

###################################################################################

__version__ = "25.7.8"

print('=' * 70)
print('TMIDIX Python module')
print('Version:', __version__)
print('=' * 70)
print('Loading module...')

###################################################################################

import sys, struct, copy

Version = '6.7'
VersionDate = '20201120'
# 20201120 6.7 call to bytest() removed, and protect _unshift_ber_int
# 20160702 6.6 to_millisecs() now handles set_tempo across multiple Tracks
# 20150921 6.5 segment restores controllers as well as patch and tempo
# 20150914 6.4 text data is bytes or bytearray, not ISO-8859-1 strings
# 20150628 6.3 absent any set_tempo, default is 120bpm (see MIDI file spec 1.1)
# 20150101 6.2 all text events can be 8-bit; let user get the right encoding
# 20141231 6.1 fix _some_text_event; sequencer_specific data can be 8-bit
# 20141230 6.0 synth_specific data can be 8-bit
# 20120504 5.9 add the contents of mid_opus_tracks()
# 20120208 5.8 fix num_notes_by_channel() ; should be a dict
# 20120129 5.7 _encode handles empty tracks; score2stats num_notes_by_channel
# 20111111 5.6 fix patch 45 and 46 in Number2patch, should be Harp
# 20110129 5.5 add mix_opus_tracks() and event2alsaseq()
# 20110126 5.4 "previous message repeated N times" to save space on stderr
# 20110125 5.2 opus2score terminates unended notes at the end of the track
# 20110124 5.1 the warnings in midi2opus display track_num
# 21110122 5.0 if garbage, midi2opus returns the opus so far
# 21110119 4.9 non-ascii chars stripped out of the text_events
# 21110110 4.8 note_on with velocity=0 treated as a note-off
# 21110108 4.6 unknown F-series event correctly eats just one byte
# 21011010 4.2 segment() uses start_time, end_time named params
# 21011005 4.1 timeshift() must not pad the set_tempo command
# 21011003 4.0 pitch2note_event must be chapitch2note_event
# 21010918 3.9 set_sequence_number supported, FWIW
# 20100913 3.7 many small bugfixes; passes all tests
# 20100910 3.6 concatenate_scores enforce ticks=1000, just like merge_scores
# 20100908 3.5 minor bugs fixed in score2stats
# 20091104 3.4 tune_request now supported
# 20091104 3.3 fixed bug in decoding song_position and song_select
# 20091104 3.2 unsupported: set_sequence_number tune_request raw_data
# 20091101 3.1 document how to traverse a score within Python
# 20091021 3.0 fixed bug in score2stats detecting GM-mode = 0
# 20091020 2.9 score2stats reports GM-mode and bank msb,lsb events
# 20091019 2.8 in merge_scores, channel 9 must remain channel 9 (in GM)
# 20091018 2.7 handles empty tracks gracefully
# 20091015 2.6 grep() selects channels
# 20091010 2.5 merge_scores reassigns channels to avoid conflicts
# 20091010 2.4 fixed bug in to_millisecs which now only does opusses
# 20091010 2.3 score2stats returns channels & patch_changes, by_track & total
# 20091010 2.2 score2stats() returns also pitches and percussion dicts
# 20091010 2.1 bugs: >= not > in segment, to notice patch_change at time 0
# 20091010 2.0 bugs: spurious pop(0) ( in _decode sysex
# 20091008 1.9 bugs: ISO decoding in sysex; str( not int( in note-off warning
# 20091008 1.8 add concatenate_scores()
# 20091006 1.7 score2stats() measures nticks and ticks_per_quarter
# 20091004 1.6 first mix_scores() and merge_scores()
# 20090424 1.5 timeshift() bugfix: earliest only sees events after from_time
# 20090330 1.4 timeshift() has also a from_time argument
# 20090322 1.3 timeshift() has also a start_time argument
# 20090319 1.2 add segment() and timeshift()
# 20090301 1.1 add to_millisecs()

_previous_warning = ''  # 5.4
_previous_times = 0     # 5.4
_no_warning = False

#------------------------------- Encoding stuff --------------------------

def opus2midi(opus=[], text_encoding='ISO-8859-1'):
    r'''The argument is a list: the first item in the list is the "ticks"
parameter, the others are the tracks. Each track is a list
of midi-events, and each event is itself a list; see above.
opus2midi() returns a bytestring of the MIDI, which can then be
written either to a file opened in binary mode (mode='wb'),
or to stdout by means of:   sys.stdout.buffer.write()

my_opus = [
    96, 
    [   # track 0:
        ['patch_change', 0, 1, 8],   # and these are the events...
        ['note_on',   5, 1, 25, 96],
        ['note_off', 96, 1, 25, 0],
        ['note_on',   0, 1, 29, 96],
        ['note_off', 96, 1, 29, 0],
    ],   # end of track 0
]
my_midi = opus2midi(my_opus)
sys.stdout.buffer.write(my_midi)
'''
    if len(opus) < 2:
        opus=[1000, [],]
    tracks = copy.deepcopy(opus)
    ticks = int(tracks.pop(0))
    ntracks = len(tracks)
    if ntracks == 1:
        format = 0
    else:
        format = 1

    my_midi = b"MThd\x00\x00\x00\x06"+struct.pack('>HHH',format,ntracks,ticks)
    for track in tracks:
        events = _encode(track, text_encoding=text_encoding)
        my_midi += b'MTrk' + struct.pack('>I',len(events)) + events
    _clean_up_warnings()
    return my_midi


def score2opus(score=None, text_encoding='ISO-8859-1'):
    r'''
The argument is a list: the first item in the list is the "ticks"
parameter, the others are the tracks. Each track is a list
of score-events, and each event is itself a list.  A score-event
is similar to an opus-event (see above), except that in a score:
 1) the times are expressed as an absolute number of ticks
    from the track's start time
 2) the pairs of 'note_on' and 'note_off' events in an "opus"
    are abstracted into a single 'note' event in a "score":
    ['note', start_time, duration, channel, pitch, velocity]
score2opus() returns a list specifying the equivalent "opus".

my_score = [
    96,
    [   # track 0:
        ['patch_change', 0, 1, 8],
        ['note', 5, 96, 1, 25, 96],
        ['note', 101, 96, 1, 29, 96]
    ],   # end of track 0
]
my_opus = score2opus(my_score)
'''
    if len(score) < 2:
        score=[1000, [],]
    tracks = copy.deepcopy(score)
    ticks = int(tracks.pop(0))
    opus_tracks = []
    for scoretrack in tracks:
        time2events = dict([])
        for scoreevent in scoretrack:
            if scoreevent[0] == 'note':
                note_on_event = ['note_on',scoreevent[1],
                 scoreevent[3],scoreevent[4],scoreevent[5]]
                note_off_event = ['note_off',scoreevent[1]+scoreevent[2],
                 scoreevent[3],scoreevent[4],scoreevent[5]]
                if time2events.get(note_on_event[1]):
                   time2events[note_on_event[1]].append(note_on_event)
                else:
                   time2events[note_on_event[1]] = [note_on_event,]
                if time2events.get(note_off_event[1]):
                   time2events[note_off_event[1]].append(note_off_event)
                else:
                   time2events[note_off_event[1]] = [note_off_event,]
                continue
            if time2events.get(scoreevent[1]):
               time2events[scoreevent[1]].append(scoreevent)
            else:
               time2events[scoreevent[1]] = [scoreevent,]

        sorted_times = []  # list of keys
        for k in time2events.keys():
            sorted_times.append(k)
        sorted_times.sort()

        sorted_events = []  # once-flattened list of values sorted by key
        for time in sorted_times:
            sorted_events.extend(time2events[time])

        abs_time = 0
        for event in sorted_events:  # convert abs times => delta times
            delta_time = event[1] - abs_time
            abs_time = event[1]
            event[1] = delta_time
        opus_tracks.append(sorted_events)
    opus_tracks.insert(0,ticks)
    _clean_up_warnings()
    return opus_tracks

def score2midi(score=None, text_encoding='ISO-8859-1'):
    r'''
Translates a "score" into MIDI, using score2opus() then opus2midi()
'''
    return opus2midi(score2opus(score, text_encoding), text_encoding)

#--------------------------- Decoding stuff ------------------------

def midi2opus(midi=b'', do_not_check_MIDI_signature=False):
    r'''Translates MIDI into a "opus".  For a description of the
"opus" format, see opus2midi()
'''
    my_midi=bytearray(midi)
    if len(my_midi) < 4:
        _clean_up_warnings()
        return [1000,[],]
    id = bytes(my_midi[0:4])
    if id != b'MThd':
        _warn("midi2opus: midi starts with "+str(id)+" instead of 'MThd'")
        _clean_up_warnings()
        if do_not_check_MIDI_signature == False:
          return [1000,[],]
    [length, format, tracks_expected, ticks] = struct.unpack(
     '>IHHH', bytes(my_midi[4:14]))
    if length != 6:
        _warn("midi2opus: midi header length was "+str(length)+" instead of 6")
        _clean_up_warnings()
        return [1000,[],]
    my_opus = [ticks,]
    my_midi = my_midi[14:]
    track_num = 1   # 5.1
    while len(my_midi) >= 8:
        track_type   = bytes(my_midi[0:4])
        if track_type != b'MTrk':
            #_warn('midi2opus: Warning: track #'+str(track_num)+' type is '+str(track_type)+" instead of b'MTrk'")
            pass
        [track_length] = struct.unpack('>I', my_midi[4:8])
        my_midi = my_midi[8:]
        if track_length > len(my_midi):
            _warn('midi2opus: track #'+str(track_num)+' length '+str(track_length)+' is too large')
            _clean_up_warnings()
            return my_opus   # 5.0
        my_midi_track = my_midi[0:track_length]
        my_track = _decode(my_midi_track)
        my_opus.append(my_track)
        my_midi = my_midi[track_length:]
        track_num += 1   # 5.1
    _clean_up_warnings()
    return my_opus

def opus2score(opus=[]):
    r'''For a description of the "opus" and "score" formats,
see opus2midi() and score2opus().
'''
    if len(opus) < 2:
        _clean_up_warnings()
        return [1000,[],]
    tracks = copy.deepcopy(opus)  # couple of slices probably quicker...
    ticks = int(tracks.pop(0))
    score = [ticks,]
    for opus_track in tracks:
        ticks_so_far = 0
        score_track = []
        chapitch2note_on_events = dict([])   # 4.0
        for opus_event in opus_track:
            ticks_so_far += opus_event[1]
            if opus_event[0] == 'note_off' or (opus_event[0] == 'note_on' and opus_event[4] == 0):  # 4.8
                cha = opus_event[2]
                pitch = opus_event[3]
                key = cha*128 + pitch
                if chapitch2note_on_events.get(key):
                    new_event = chapitch2note_on_events[key].pop(0)
                    new_event[2] = ticks_so_far - new_event[1]
                    score_track.append(new_event)
                elif pitch > 127:
                    pass #_warn('opus2score: note_off with no note_on, bad pitch='+str(pitch))
                else:
                    pass #_warn('opus2score: note_off with no note_on cha='+str(cha)+' pitch='+str(pitch))
            elif opus_event[0] == 'note_on':
                cha = opus_event[2]
                pitch = opus_event[3]
                key = cha*128 + pitch
                new_event = ['note',ticks_so_far,0,cha,pitch, opus_event[4]]
                if chapitch2note_on_events.get(key):
                    chapitch2note_on_events[key].append(new_event)
                else:
                    chapitch2note_on_events[key] = [new_event,]
            else:
                opus_event[1] = ticks_so_far
                score_track.append(opus_event)
        # check for unterminated notes (Oisín) -- 5.2
        for chapitch in chapitch2note_on_events:
            note_on_events = chapitch2note_on_events[chapitch]
            for new_e in note_on_events:
                new_e[2] = ticks_so_far - new_e[1]
                score_track.append(new_e)
                pass #_warn("opus2score: note_on with no note_off cha="+str(new_e[3])+' pitch='+str(new_e[4])+'; adding note_off at end')
        score.append(score_track)
    _clean_up_warnings()
    return score

def midi2score(midi=b'', do_not_check_MIDI_signature=False):
    r'''
Translates MIDI into a "score", using midi2opus() then opus2score()
'''
    return opus2score(midi2opus(midi, do_not_check_MIDI_signature))

def midi2ms_score(midi=b'', do_not_check_MIDI_signature=False):
    r'''
Translates MIDI into a "score" with one beat per second and one
tick per millisecond, using midi2opus() then to_millisecs()
then opus2score()
'''
    return opus2score(to_millisecs(midi2opus(midi, do_not_check_MIDI_signature)))

def midi2single_track_ms_score(midi_path_or_bytes, 
                                recalculate_channels = False, 
                                pass_old_timings_events= False, 
                                verbose = False, 
                                do_not_check_MIDI_signature=False
                                ):
    r'''
Translates MIDI into a single track "score" with 16 instruments and one beat per second and one
tick per millisecond
'''

    if type(midi_path_or_bytes) == bytes:
      midi_data = midi_path_or_bytes

    elif type(midi_path_or_bytes) == str:
      midi_data = open(midi_path_or_bytes, 'rb').read() 

    score = midi2score(midi_data, do_not_check_MIDI_signature)

    if recalculate_channels:

      events_matrixes = []

      itrack = 1
      events_matrixes_channels = []
      while itrack < len(score):
          events_matrix = []
          for event in score[itrack]:
              if event[0] == 'note' and event[3] != 9:
                event[3] = (16 * (itrack-1)) + event[3]
                if event[3] not in events_matrixes_channels:
                  events_matrixes_channels.append(event[3])

              events_matrix.append(event)
          events_matrixes.append(events_matrix)
          itrack += 1

      events_matrix1 = []
      for e in events_matrixes:
        events_matrix1.extend(e)

      if verbose:
        if len(events_matrixes_channels) > 16:
          print('MIDI has', len(events_matrixes_channels), 'instruments!', len(events_matrixes_channels) - 16, 'instrument(s) will be removed!')

      for e in events_matrix1:
        if e[0] == 'note' and e[3] != 9:
          if e[3] in events_matrixes_channels[:15]:
            if events_matrixes_channels[:15].index(e[3]) < 9:
              e[3] = events_matrixes_channels[:15].index(e[3])
            else:
              e[3] = events_matrixes_channels[:15].index(e[3])+1
          else:
            events_matrix1.remove(e)
        
        if e[0] in ['patch_change', 'control_change', 'channel_after_touch', 'key_after_touch', 'pitch_wheel_change'] and e[2] != 9:
          if e[2] in [e % 16 for e in events_matrixes_channels[:15]]:
            if [e % 16 for e in events_matrixes_channels[:15]].index(e[2]) < 9:
              e[2] = [e % 16 for e in events_matrixes_channels[:15]].index(e[2])
            else:
              e[2] = [e % 16 for e in events_matrixes_channels[:15]].index(e[2])+1
          else:
            events_matrix1.remove(e)
    
    else:
      events_matrix1 = []
      itrack = 1
     
      while itrack < len(score):
          for event in score[itrack]:
            events_matrix1.append(event)
          itrack += 1    

    opus = score2opus([score[0], events_matrix1])
    ms_score = opus2score(to_millisecs(opus, pass_old_timings_events=pass_old_timings_events))

    return ms_score

#------------------------ Other Transformations ---------------------

def to_millisecs(old_opus=None, desired_time_in_ms=1, pass_old_timings_events = False):
    r'''Recallibrates all the times in an "opus" to use one beat
per second and one tick per millisecond.  This makes it
hard to retrieve any information about beats or barlines,
but it does make it easy to mix different scores together.
'''
    if old_opus == None:
        return [1000 * desired_time_in_ms,[],]
    try:
        old_tpq  = int(old_opus[0])
    except IndexError:   # 5.0
        _warn('to_millisecs: the opus '+str(type(old_opus))+' has no elements')
        return [1000 * desired_time_in_ms,[],]
    new_opus = [1000 * desired_time_in_ms,]
    # 6.7 first go through building a table of set_tempos by absolute-tick
    ticks2tempo = {}
    itrack = 1
    while itrack < len(old_opus):
        ticks_so_far = 0
        for old_event in old_opus[itrack]:
            if old_event[0] == 'note':
                raise TypeError('to_millisecs needs an opus, not a score')
            ticks_so_far += old_event[1]
            if old_event[0] == 'set_tempo':
                ticks2tempo[ticks_so_far] = old_event[2]
        itrack += 1
    # then get the sorted-array of their keys
    tempo_ticks = []  # list of keys
    for k in ticks2tempo.keys():
        tempo_ticks.append(k)
    tempo_ticks.sort()
    # then go through converting to millisec, testing if the next
    # set_tempo lies before the next track-event, and using it if so.
    itrack = 1
    while itrack < len(old_opus):
        ms_per_old_tick = 400 / old_tpq  # float: will round later 6.3
        i_tempo_ticks = 0
        ticks_so_far = 0
        ms_so_far = 0.0
        previous_ms_so_far = 0.0

        if pass_old_timings_events:
          new_track = [['set_tempo',0,1000000 * desired_time_in_ms],['old_tpq', 0, old_tpq]]  # new "crochet" is 1 sec
        else:
          new_track = [['set_tempo',0,1000000 * desired_time_in_ms],]  # new "crochet" is 1 sec
        for old_event in old_opus[itrack]:
            # detect if ticks2tempo has something before this event
            # 20160702 if ticks2tempo is at the same time, leave it
            event_delta_ticks = old_event[1] * desired_time_in_ms
            if (i_tempo_ticks < len(tempo_ticks) and
              tempo_ticks[i_tempo_ticks] < (ticks_so_far + old_event[1]) * desired_time_in_ms):
                delta_ticks = tempo_ticks[i_tempo_ticks] - ticks_so_far
                ms_so_far += (ms_per_old_tick * delta_ticks * desired_time_in_ms)
                ticks_so_far = tempo_ticks[i_tempo_ticks]
                ms_per_old_tick = ticks2tempo[ticks_so_far] / (1000.0*old_tpq * desired_time_in_ms)
                i_tempo_ticks += 1
                event_delta_ticks -= delta_ticks
            new_event = copy.deepcopy(old_event)  # now handle the new event
            ms_so_far += (ms_per_old_tick * old_event[1] * desired_time_in_ms)
            new_event[1] = round(ms_so_far - previous_ms_so_far)

            if pass_old_timings_events:
              if old_event[0] != 'set_tempo':
                  previous_ms_so_far = ms_so_far
                  new_track.append(new_event)
              else:
                  new_event[0] = 'old_set_tempo'
                  previous_ms_so_far = ms_so_far
                  new_track.append(new_event)
            else:
              if old_event[0] != 'set_tempo':
                  previous_ms_so_far = ms_so_far
                  new_track.append(new_event)
            ticks_so_far += event_delta_ticks
        new_opus.append(new_track)
        itrack += 1
    _clean_up_warnings()
    return new_opus

def event2alsaseq(event=None):   # 5.5
    r'''Converts an event into the format needed by the alsaseq module,
http://pp.com.mx/python/alsaseq
The type of track (opus or score) is autodetected.
'''
    pass

def grep(score=None, channels=None):
    r'''Returns a "score" containing only the channels specified
'''
    if score == None:
        return [1000,[],]
    ticks = score[0]
    new_score = [ticks,]
    if channels == None:
        return new_score
    channels = set(channels)
    global Event2channelindex
    itrack = 1
    while itrack < len(score):
        new_score.append([])
        for event in score[itrack]:
            channel_index = Event2channelindex.get(event[0], False)
            if channel_index:
                if event[channel_index] in channels:
                    new_score[itrack].append(event)
            else:
                new_score[itrack].append(event)
        itrack += 1
    return new_score

def score2stats(opus_or_score=None):
    r'''Returns a dict of some basic stats about the score, like
bank_select (list of tuples (msb,lsb)),
channels_by_track (list of lists), channels_total (set),
general_midi_mode (list),
ntracks, nticks, patch_changes_by_track (list of dicts),
num_notes_by_channel (list of numbers),
patch_changes_total (set),
percussion (dict histogram of channel 9 events),
pitches (dict histogram of pitches on channels other than 9),
pitch_range_by_track (list, by track, of two-member-tuples),
pitch_range_sum (sum over tracks of the pitch_ranges),
'''
    bank_select_msb = -1
    bank_select_lsb = -1
    bank_select = []
    channels_by_track = []
    channels_total    = set([])
    general_midi_mode = []
    num_notes_by_channel = dict([])
    patches_used_by_track  = []
    patches_used_total     = set([])
    patch_changes_by_track = []
    patch_changes_total    = set([])
    percussion = dict([]) # histogram of channel 9 "pitches"
    pitches    = dict([]) # histogram of pitch-occurrences channels 0-8,10-15
    pitch_range_sum = 0   # u pitch-ranges of each track
    pitch_range_by_track = []
    is_a_score = True
    if opus_or_score == None:
        return {'bank_select':[], 'channels_by_track':[], 'channels_total':[],
         'general_midi_mode':[], 'ntracks':0, 'nticks':0,
         'num_notes_by_channel':dict([]),
         'patch_changes_by_track':[], 'patch_changes_total':[],
         'percussion':{}, 'pitches':{}, 'pitch_range_by_track':[],
         'ticks_per_quarter':0, 'pitch_range_sum':0}
    ticks_per_quarter = opus_or_score[0]
    i = 1   # ignore first element, which is ticks
    nticks = 0
    while i < len(opus_or_score):
        highest_pitch = 0
        lowest_pitch = 128
        channels_this_track = set([])
        patch_changes_this_track = dict({})
        for event in opus_or_score[i]:
            if event[0] == 'note':
                num_notes_by_channel[event[3]] = num_notes_by_channel.get(event[3],0) + 1
                if event[3] == 9:
                    percussion[event[4]] = percussion.get(event[4],0) + 1
                else:
                    pitches[event[4]]    = pitches.get(event[4],0) + 1
                    if event[4] > highest_pitch:
                        highest_pitch = event[4]
                    if event[4] < lowest_pitch:
                        lowest_pitch = event[4]
                channels_this_track.add(event[3])
                channels_total.add(event[3])
                finish_time = event[1] + event[2]
                if finish_time > nticks:
                    nticks = finish_time
            elif event[0] == 'note_off' or (event[0] == 'note_on' and event[4] == 0):  # 4.8
                finish_time = event[1]
                if finish_time > nticks:
                    nticks = finish_time
            elif event[0] == 'note_on':
                is_a_score = False
                num_notes_by_channel[event[2]] = num_notes_by_channel.get(event[2],0) + 1
                if event[2] == 9:
                    percussion[event[3]] = percussion.get(event[3],0) + 1
                else:
                    pitches[event[3]]    = pitches.get(event[3],0) + 1
                    if event[3] > highest_pitch:
                        highest_pitch = event[3]
                    if event[3] < lowest_pitch:
                        lowest_pitch = event[3]
                channels_this_track.add(event[2])
                channels_total.add(event[2])
            elif event[0] == 'patch_change':
                patch_changes_this_track[event[2]] = event[3]
                patch_changes_total.add(event[3])
            elif event[0] == 'control_change':
                if event[3] == 0:  # bank select MSB
                    bank_select_msb = event[4]
                elif event[3] == 32:  # bank select LSB
                    bank_select_lsb = event[4]
                if bank_select_msb >= 0 and bank_select_lsb >= 0:
                    bank_select.append((bank_select_msb,bank_select_lsb))
                    bank_select_msb = -1
                    bank_select_lsb = -1
            elif event[0] == 'sysex_f0':
                if _sysex2midimode.get(event[2], -1) >= 0:
                    general_midi_mode.append(_sysex2midimode.get(event[2]))
            if is_a_score:
                if event[1] > nticks:
                    nticks = event[1]
            else:
                nticks += event[1]
        if lowest_pitch == 128:
            lowest_pitch = 0
        channels_by_track.append(channels_this_track)
        patch_changes_by_track.append(patch_changes_this_track)
        pitch_range_by_track.append((lowest_pitch,highest_pitch))
        pitch_range_sum += (highest_pitch-lowest_pitch)
        i += 1

    return {'bank_select':bank_select,
            'channels_by_track':channels_by_track,
            'channels_total':channels_total,
            'general_midi_mode':general_midi_mode,
            'ntracks':len(opus_or_score)-1,
            'nticks':nticks,
            'num_notes_by_channel':num_notes_by_channel,
            'patch_changes_by_track':patch_changes_by_track,
            'patch_changes_total':patch_changes_total,
            'percussion':percussion,
            'pitches':pitches,
            'pitch_range_by_track':pitch_range_by_track,
            'pitch_range_sum':pitch_range_sum,
            'ticks_per_quarter':ticks_per_quarter}

#----------------------------- Event stuff --------------------------

_sysex2midimode = {
    "\x7E\x7F\x09\x01\xF7": 1,
    "\x7E\x7F\x09\x02\xF7": 0,
    "\x7E\x7F\x09\x03\xF7": 2,
}

# Some public-access tuples:
MIDI_events = tuple('''note_off note_on key_after_touch
control_change patch_change channel_after_touch
pitch_wheel_change'''.split())

Text_events = tuple('''text_event copyright_text_event
track_name instrument_name lyric marker cue_point text_event_08
text_event_09 text_event_0a text_event_0b text_event_0c
text_event_0d text_event_0e text_event_0f'''.split())

Nontext_meta_events = tuple('''end_track set_tempo
smpte_offset time_signature key_signature sequencer_specific
raw_meta_event sysex_f0 sysex_f7 song_position song_select
tune_request'''.split())
# unsupported: raw_data

# Actually, 'tune_request' is is F-series event, not strictly a meta-event...
Meta_events = Text_events + Nontext_meta_events
All_events  = MIDI_events + Meta_events

# And three dictionaries:
Number2patch = {   # General MIDI patch numbers:
0:'Acoustic Grand',
1:'Bright Acoustic',
2:'Electric Grand',
3:'Honky-Tonk',
4:'Electric Piano 1',
5:'Electric Piano 2',
6:'Harpsichord',
7:'Clav',
8:'Celesta',
9:'Glockenspiel',
10:'Music Box',
11:'Vibraphone',
12:'Marimba',
13:'Xylophone',
14:'Tubular Bells',
15:'Dulcimer',
16:'Drawbar Organ',
17:'Percussive Organ',
18:'Rock Organ',
19:'Church Organ',
20:'Reed Organ',
21:'Accordion',
22:'Harmonica',
23:'Tango Accordion',
24:'Acoustic Guitar(nylon)',
25:'Acoustic Guitar(steel)',
26:'Electric Guitar(jazz)',
27:'Electric Guitar(clean)',
28:'Electric Guitar(muted)',
29:'Overdriven Guitar',
30:'Distortion Guitar',
31:'Guitar Harmonics',
32:'Acoustic Bass',
33:'Electric Bass(finger)',
34:'Electric Bass(pick)',
35:'Fretless Bass',
36:'Slap Bass 1',
37:'Slap Bass 2',
38:'Synth Bass 1',
39:'Synth Bass 2',
40:'Violin',
41:'Viola',
42:'Cello',
43:'Contrabass',
44:'Tremolo Strings',
45:'Pizzicato Strings',
46:'Orchestral Harp',
47:'Timpani',
48:'String Ensemble 1',
49:'String Ensemble 2',
50:'SynthStrings 1',
51:'SynthStrings 2',
52:'Choir Aahs',
53:'Voice Oohs',
54:'Synth Voice',
55:'Orchestra Hit',
56:'Trumpet',
57:'Trombone',
58:'Tuba',
59:'Muted Trumpet',
60:'French Horn',
61:'Brass Section',
62:'SynthBrass 1',
63:'SynthBrass 2',
64:'Soprano Sax',
65:'Alto Sax',
66:'Tenor Sax',
67:'Baritone Sax',
68:'Oboe',
69:'English Horn',
70:'Bassoon',
71:'Clarinet',
72:'Piccolo',
73:'Flute',
74:'Recorder',
75:'Pan Flute',
76:'Blown Bottle',
77:'Skakuhachi',
78:'Whistle',
79:'Ocarina',
80:'Lead 1 (square)',
81:'Lead 2 (sawtooth)',
82:'Lead 3 (calliope)',
83:'Lead 4 (chiff)',
84:'Lead 5 (charang)',
85:'Lead 6 (voice)',
86:'Lead 7 (fifths)',
87:'Lead 8 (bass+lead)',
88:'Pad 1 (new age)',
89:'Pad 2 (warm)',
90:'Pad 3 (polysynth)',
91:'Pad 4 (choir)',
92:'Pad 5 (bowed)',
93:'Pad 6 (metallic)',
94:'Pad 7 (halo)',
95:'Pad 8 (sweep)',
96:'FX 1 (rain)',
97:'FX 2 (soundtrack)',
98:'FX 3 (crystal)',
99:'FX 4 (atmosphere)',
100:'FX 5 (brightness)',
101:'FX 6 (goblins)',
102:'FX 7 (echoes)',
103:'FX 8 (sci-fi)',
104:'Sitar',
105:'Banjo',
106:'Shamisen',
107:'Koto',
108:'Kalimba',
109:'Bagpipe',
110:'Fiddle',
111:'Shanai',
112:'Tinkle Bell',
113:'Agogo',
114:'Steel Drums',
115:'Woodblock',
116:'Taiko Drum',
117:'Melodic Tom',
118:'Synth Drum',
119:'Reverse Cymbal',
120:'Guitar Fret Noise',
121:'Breath Noise',
122:'Seashore',
123:'Bird Tweet',
124:'Telephone Ring',
125:'Helicopter',
126:'Applause',
127:'Gunshot',
}
Notenum2percussion = {   # General MIDI Percussion (on Channel 9):
35:'Acoustic Bass Drum',
36:'Bass Drum 1',
37:'Side Stick',
38:'Acoustic Snare',
39:'Hand Clap',
40:'Electric Snare',
41:'Low Floor Tom',
42:'Closed Hi-Hat',
43:'High Floor Tom',
44:'Pedal Hi-Hat',
45:'Low Tom',
46:'Open Hi-Hat',
47:'Low-Mid Tom',
48:'Hi-Mid Tom',
49:'Crash Cymbal 1',
50:'High Tom',
51:'Ride Cymbal 1',
52:'Chinese Cymbal',
53:'Ride Bell',
54:'Tambourine',
55:'Splash Cymbal',
56:'Cowbell',
57:'Crash Cymbal 2',
58:'Vibraslap',
59:'Ride Cymbal 2',
60:'Hi Bongo',
61:'Low Bongo',
62:'Mute Hi Conga',
63:'Open Hi Conga',
64:'Low Conga',
65:'High Timbale',
66:'Low Timbale',
67:'High Agogo',
68:'Low Agogo',
69:'Cabasa',
70:'Maracas',
71:'Short Whistle',
72:'Long Whistle',
73:'Short Guiro',
74:'Long Guiro',
75:'Claves',
76:'Hi Wood Block',
77:'Low Wood Block',
78:'Mute Cuica',
79:'Open Cuica',
80:'Mute Triangle',
81:'Open Triangle',
}

Event2channelindex = { 'note':3, 'note_off':2, 'note_on':2,
 'key_after_touch':2, 'control_change':2, 'patch_change':2,
 'channel_after_touch':2, 'pitch_wheel_change':2
}

################################################################
# The code below this line is full of frightening things, all to
# do with the actual encoding and decoding of binary MIDI data.

def _twobytes2int(byte_a):
    r'''decode a 16 bit quantity from two bytes,'''
    return (byte_a[1] | (byte_a[0] << 8))

def _int2twobytes(int_16bit):
    r'''encode a 16 bit quantity into two bytes,'''
    return bytes([(int_16bit>>8) & 0xFF, int_16bit & 0xFF])

def _read_14_bit(byte_a):
    r'''decode a 14 bit quantity from two bytes,'''
    return (byte_a[0] | (byte_a[1] << 7))

def _write_14_bit(int_14bit):
    r'''encode a 14 bit quantity into two bytes,'''
    return bytes([int_14bit & 0x7F, (int_14bit>>7) & 0x7F])

def _ber_compressed_int(integer):
    r'''BER compressed integer (not an ASN.1 BER, see perlpacktut for
details).  Its bytes represent an unsigned integer in base 128,
most significant digit first, with as few digits as possible.
Bit eight (the high bit) is set on each byte except the last.
'''
    ber = bytearray(b'')
    seven_bits = 0x7F & integer
    ber.insert(0, seven_bits)  # XXX surely should convert to a char ?
    integer >>= 7
    while integer > 0:
        seven_bits = 0x7F & integer
        ber.insert(0, 0x80|seven_bits)  # XXX surely should convert to a char ?
        integer >>= 7
    return ber

def _unshift_ber_int(ba):
    r'''Given a bytearray, returns a tuple of (the ber-integer at the
start, and the remainder of the bytearray).
'''
    if not len(ba):  # 6.7
        _warn('_unshift_ber_int: no integer found')
        return ((0, b""))
    byte = ba[0]
    ba = ba[1:]
    integer = 0
    while True:
        integer += (byte & 0x7F)
        if not (byte & 0x80):
            return ((integer, ba))
        if not len(ba):
            _warn('_unshift_ber_int: no end-of-integer found')
            return ((0, ba))
        byte = ba[0]
        ba = ba[1:]
        integer <<= 7


def _clean_up_warnings():  # 5.4
    # Call this before returning from any publicly callable function
    # whenever there's a possibility that a warning might have been printed
    # by the function, or by any private functions it might have called.
    if _no_warning:
        return
    global _previous_times
    global _previous_warning
    if _previous_times > 1:
        # E:1176, 0: invalid syntax (<string>, line 1176) (syntax-error) ???
        # print('  previous message repeated '+str(_previous_times)+' times', file=sys.stderr)
        # 6.7
        sys.stderr.write('  previous message repeated {0} times\n'.format(_previous_times))
    elif _previous_times > 0:
        sys.stderr.write('  previous message repeated\n')
    _previous_times = 0
    _previous_warning = ''


def _warn(s=''):
    if _no_warning:
        return
    global _previous_times
    global _previous_warning
    if s == _previous_warning:  # 5.4
        _previous_times = _previous_times + 1
    else:
        _clean_up_warnings()
        sys.stderr.write(str(s) + "\n")
        _previous_warning = s


def _some_text_event(which_kind=0x01, text=b'some_text', text_encoding='ISO-8859-1'):
    if str(type(text)).find("'str'") >= 0:  # 6.4 test for back-compatibility
        data = bytes(text, encoding=text_encoding)
    else:
        data = bytes(text)
    return b'\xFF' + bytes((which_kind,)) + _ber_compressed_int(len(data)) + data


def _consistentise_ticks(scores):  # 3.6
    # used by mix_scores, merge_scores, concatenate_scores
    if len(scores) == 1:
        return copy.deepcopy(scores)
    are_consistent = True
    ticks = scores[0][0]
    iscore = 1
    while iscore < len(scores):
        if scores[iscore][0] != ticks:
            are_consistent = False
            break
        iscore += 1
    if are_consistent:
        return copy.deepcopy(scores)
    new_scores = []
    iscore = 0
    while iscore < len(scores):
        score = scores[iscore]
        new_scores.append(opus2score(to_millisecs(score2opus(score))))
        iscore += 1
    return new_scores


###########################################################################
def _decode(trackdata=b'', exclude=None, include=None,
            event_callback=None, exclusive_event_callback=None, no_eot_magic=False):
    r'''Decodes MIDI track data into an opus-style list of events.
The options:
  'exclude' is a list of event types which will be ignored SHOULD BE A SET
  'include' (and no exclude), makes exclude a list
       of all possible events, /minus/ what include specifies
  'event_callback' is a coderef
  'exclusive_event_callback' is a coderef
'''
    trackdata = bytearray(trackdata)
    if exclude == None:
        exclude = []
    if include == None:
        include = []
    if include and not exclude:
        exclude = All_events
    include = set(include)
    exclude = set(exclude)

    # Pointer = 0;  not used here; we eat through the bytearray instead.
    event_code = -1;  # used for running status
    event_count = 0;
    events = []

    while (len(trackdata)):
        # loop while there's anything to analyze ...
        eot = False  # When True, the event registrar aborts this loop
        event_count += 1

        E = []
        # E for events - we'll feed it to the event registrar at the end.

        # Slice off the delta time code, and analyze it
        [time, trackdata] = _unshift_ber_int(trackdata)

        # Now let's see what we can make of the command
        first_byte = trackdata[0] & 0xFF
        trackdata = trackdata[1:]
        if (first_byte < 0xF0):  # It's a MIDI event
            if (first_byte & 0x80):
                event_code = first_byte
            else:
                # It wants running status; use last event_code value
                trackdata.insert(0, first_byte)
                if (event_code == -1):
                    _warn("Running status not set; Aborting track.")
                    return []

            command = event_code & 0xF0
            channel = event_code & 0x0F

            if (command == 0xF6):  # 0-byte argument
                pass
            elif (command == 0xC0 or command == 0xD0):  # 1-byte argument
                parameter = trackdata[0]  # could be B
                trackdata = trackdata[1:]
            else:  # 2-byte argument could be BB or 14-bit
                parameter = (trackdata[0], trackdata[1])
                trackdata = trackdata[2:]

            #################################################################
            # MIDI events

            if (command == 0x80):
                if 'note_off' in exclude:
                    continue
                E = ['note_off', time, channel, parameter[0], parameter[1]]
            elif (command == 0x90):
                if 'note_on' in exclude:
                    continue
                E = ['note_on', time, channel, parameter[0], parameter[1]]
            elif (command == 0xA0):
                if 'key_after_touch' in exclude:
                    continue
                E = ['key_after_touch', time, channel, parameter[0], parameter[1]]
            elif (command == 0xB0):
                if 'control_change' in exclude:
                    continue
                E = ['control_change', time, channel, parameter[0], parameter[1]]
            elif (command == 0xC0):
                if 'patch_change' in exclude:
                    continue
                E = ['patch_change', time, channel, parameter]
            elif (command == 0xD0):
                if 'channel_after_touch' in exclude:
                    continue
                E = ['channel_after_touch', time, channel, parameter]
            elif (command == 0xE0):
                if 'pitch_wheel_change' in exclude:
                    continue
                E = ['pitch_wheel_change', time, channel,
                     _read_14_bit(parameter) - 0x2000]
            else:
                _warn("Shouldn't get here; command=" + hex(command))

        elif (first_byte == 0xFF):  # It's a Meta-Event! ##################
            # [command, length, remainder] =
            #    unpack("xCwa*", substr(trackdata, $Pointer, 6));
            # Pointer += 6 - len(remainder);
            #    # Move past JUST the length-encoded.
            command = trackdata[0] & 0xFF
            trackdata = trackdata[1:]
            [length, trackdata] = _unshift_ber_int(trackdata)
            if (command == 0x00):
                if (length == 2):
                    E = ['set_sequence_number', time, _twobytes2int(trackdata)]
                else:
                    _warn('set_sequence_number: length must be 2, not ' + str(length))
                    E = ['set_sequence_number', time, 0]

            elif command >= 0x01 and command <= 0x0f:  # Text events
                # 6.2 take it in bytes; let the user get the right encoding.
                # text_str = trackdata[0:length].decode('ascii','ignore')
                # text_str = trackdata[0:length].decode('ISO-8859-1')
                # 6.4 take it in bytes; let the user get the right encoding.
                text_data = bytes(trackdata[0:length])  # 6.4
                # Defined text events
                if (command == 0x01):
                    E = ['text_event', time, text_data]
                elif (command == 0x02):
                    E = ['copyright_text_event', time, text_data]
                elif (command == 0x03):
                    E = ['track_name', time, text_data]
                elif (command == 0x04):
                    E = ['instrument_name', time, text_data]
                elif (command == 0x05):
                    E = ['lyric', time, text_data]
                elif (command == 0x06):
                    E = ['marker', time, text_data]
                elif (command == 0x07):
                    E = ['cue_point', time, text_data]
                # Reserved but apparently unassigned text events
                elif (command == 0x08):
                    E = ['text_event_08', time, text_data]
                elif (command == 0x09):
                    E = ['text_event_09', time, text_data]
                elif (command == 0x0a):
                    E = ['text_event_0a', time, text_data]
                elif (command == 0x0b):
                    E = ['text_event_0b', time, text_data]
                elif (command == 0x0c):
                    E = ['text_event_0c', time, text_data]
                elif (command == 0x0d):
                    E = ['text_event_0d', time, text_data]
                elif (command == 0x0e):
                    E = ['text_event_0e', time, text_data]
                elif (command == 0x0f):
                    E = ['text_event_0f', time, text_data]

            # Now the sticky events -------------------------------------
            elif (command == 0x2F):
                E = ['end_track', time]
                # The code for handling this, oddly, comes LATER,
                # in the event registrar.
            elif (command == 0x51):  # DTime, Microseconds/Crochet
                if length != 3:
                    _warn('set_tempo event, but length=' + str(length))
                E = ['set_tempo', time,
                     struct.unpack(">I", b'\x00' + trackdata[0:3])[0]]
            elif (command == 0x54):
                if length != 5:  # DTime, HR, MN, SE, FR, FF
                    _warn('smpte_offset event, but length=' + str(length))
                E = ['smpte_offset', time] + list(struct.unpack(">BBBBB", trackdata[0:5]))
            elif (command == 0x58):
                if length != 4:  # DTime, NN, DD, CC, BB
                    _warn('time_signature event, but length=' + str(length))
                E = ['time_signature', time] + list(trackdata[0:4])
            elif (command == 0x59):
                if length != 2:  # DTime, SF(signed), MI
                    _warn('key_signature event, but length=' + str(length))
                E = ['key_signature', time] + list(struct.unpack(">bB", trackdata[0:2]))
            elif (command == 0x7F):  # 6.4
                E = ['sequencer_specific', time, bytes(trackdata[0:length])]
            else:
                E = ['raw_meta_event', time, command,
                     bytes(trackdata[0:length])]  # 6.0
                # "[uninterpretable meta-event command of length length]"
                # DTime, Command, Binary Data
                # It's uninterpretable; record it as raw_data.

            # Pointer += length; #  Now move Pointer
            trackdata = trackdata[length:]

        ######################################################################
        elif (first_byte == 0xF0 or first_byte == 0xF7):
            # Note that sysexes in MIDI /files/ are different than sysexes
            # in MIDI transmissions!! The vast majority of system exclusive
            # messages will just use the F0 format. For instance, the
            # transmitted message F0 43 12 00 07 F7 would be stored in a
            # MIDI file as F0 05 43 12 00 07 F7. As mentioned above, it is
            # required to include the F7 at the end so that the reader of the
            # MIDI file knows that it has read the entire message. (But the F7
            # is omitted if this is a non-final block in a multiblock sysex;
            # but the F7 (if there) is counted in the message's declared
            # length, so we don't have to think about it anyway.)
            # command = trackdata.pop(0)
            [length, trackdata] = _unshift_ber_int(trackdata)
            if first_byte == 0xF0:
                # 20091008 added ISO-8859-1 to get an 8-bit str
                # 6.4 return bytes instead
                E = ['sysex_f0', time, bytes(trackdata[0:length])]
            else:
                E = ['sysex_f7', time, bytes(trackdata[0:length])]
            trackdata = trackdata[length:]

        ######################################################################
        # Now, the MIDI file spec says:
        #  <track data> = <MTrk event>+
        #  <MTrk event> = <delta-time> <event>
        #  <event> = <MIDI event> | <sysex event> | <meta-event>
        # I know that, on the wire, <MIDI event> can include note_on,
        # note_off, and all the other 8x to Ex events, AND Fx events
        # other than F0, F7, and FF -- namely, <song position msg>,
        # <song select msg>, and <tune request>.
        #
        # Whether these can occur in MIDI files is not clear specified
        # from the MIDI file spec.  So, I'm going to assume that
        # they CAN, in practice, occur.  I don't know whether it's
        # proper for you to actually emit these into a MIDI file.

        elif (first_byte == 0xF2):  # DTime, Beats
            #  <song position msg> ::=     F2 <data pair>
            E = ['song_position', time, _read_14_bit(trackdata[:2])]
            trackdata = trackdata[2:]

        elif (first_byte == 0xF3):  # <song select msg> ::= F3 <data singlet>
            # E = ['song_select', time, struct.unpack('>B',trackdata.pop(0))[0]]
            E = ['song_select', time, trackdata[0]]
            trackdata = trackdata[1:]
            # DTime, Thing (what?! song number?  whatever ...)

        elif (first_byte == 0xF6):  # DTime
            E = ['tune_request', time]
            # What would a tune request be doing in a MIDI /file/?

            #########################################################
            # ADD MORE META-EVENTS HERE.  TODO:
            # f1 -- MTC Quarter Frame Message. One data byte follows
            #     the Status; it's the time code value, from 0 to 127.
            # f8 -- MIDI clock.    no data.
            # fa -- MIDI start.    no data.
            # fb -- MIDI continue. no data.
            # fc -- MIDI stop.     no data.
            # fe -- Active sense.  no data.
            # f4 f5 f9 fd -- unallocated

            r'''
        elif (first_byte > 0xF0) { # Some unknown kinda F-series event ####
            # Here we only produce a one-byte piece of raw data.
            # But the encoder for 'raw_data' accepts any length of it.
            E = [ 'raw_data',
                         time, substr(trackdata,Pointer,1) ]
            # DTime and the Data (in this case, the one Event-byte)
            ++Pointer;  # itself

'''
        elif first_byte > 0xF0:  # Some unknown F-series event
            # Here we only produce a one-byte piece of raw data.
            # E = ['raw_data', time, bytest(trackdata[0])]   # 6.4
            E = ['raw_data', time, trackdata[0]]  # 6.4 6.7
            trackdata = trackdata[1:]
        else:  # Fallthru.
            _warn("Aborting track.  Command-byte first_byte=" + hex(first_byte))
            break
        # End of the big if-group

        ######################################################################
        #  THE EVENT REGISTRAR...
        if E and (E[0] == 'end_track'):
            # This is the code for exceptional handling of the EOT event.
            eot = True
            if not no_eot_magic:
                if E[1] > 0:  # a null text-event to carry the delta-time
                    E = ['text_event', E[1], '']
                else:
                    E = []  # EOT with a delta-time of 0; ignore it.

        if E and not (E[0] in exclude):
            # if ( $exclusive_event_callback ):
            #    &{ $exclusive_event_callback }( @E );
            # else:
            #    &{ $event_callback }( @E ) if $event_callback;
            events.append(E)
        if eot:
            break

    # End of the big "Event" while-block

    return events


###########################################################################
def _encode(events_lol, unknown_callback=None, never_add_eot=False,
  no_eot_magic=False, no_running_status=False, text_encoding='ISO-8859-1'):
    # encode an event structure, presumably for writing to a file
    # Calling format:
    #   $data_r = MIDI::Event::encode( \@event_lol, { options } );
    # Takes a REFERENCE to an event structure (a LoL)
    # Returns an (unblessed) REFERENCE to track data.

    # If you want to use this to encode a /single/ event,
    # you still have to do it as a reference to an event structure (a LoL)
    # that just happens to have just one event.  I.e.,
    #   encode( [ $event ] ) or encode( [ [ 'note_on', 100, 5, 42, 64] ] )
    # If you're doing this, consider the never_add_eot track option, as in
    #   print MIDI ${ encode( [ $event], { 'never_add_eot' => 1} ) };

    data = [] # what I'll store the chunks of byte-data in

    # This is so my end_track magic won't corrupt the original
    events = copy.deepcopy(events_lol)

    if not never_add_eot:
        # One way or another, tack on an 'end_track'
        if events:
            last = events[-1]
            if not (last[0] == 'end_track'):  # no end_track already
                if (last[0] == 'text_event' and len(last[2]) == 0):
                    # 0-length text event at track-end.
                    if no_eot_magic:
                        # Exceptional case: don't mess with track-final
                        # 0-length text_events; just peg on an end_track
                        events.append(['end_track', 0])
                    else:
                        # NORMAL CASE: replace with an end_track, leaving DTime
                        last[0] = 'end_track'
                else:
                    # last event was neither 0-length text_event nor end_track
                    events.append(['end_track', 0])
        else:  # an eventless track!
            events = [['end_track', 0],]

    # maybe_running_status = not no_running_status # unused? 4.7
    last_status = -1

    for event_r in (events):
        E = copy.deepcopy(event_r)
        # otherwise the shifting'd corrupt the original
        if not E:
            continue

        event = E.pop(0)
        if not len(event):
            continue

        dtime = int(E.pop(0))
        # print('event='+str(event)+' dtime='+str(dtime))

        event_data = ''

        if (   # MIDI events -- eligible for running status
             event    == 'note_on'
             or event == 'note_off'
             or event == 'control_change'
             or event == 'key_after_touch'
             or event == 'patch_change'
             or event == 'channel_after_touch'
             or event == 'pitch_wheel_change'  ):

            # This block is where we spend most of the time.  Gotta be tight.
            if (event == 'note_off'):
                status = 0x80 | (int(E[0]) & 0x0F)
                parameters = struct.pack('>BB', int(E[1])&0x7F, int(E[2])&0x7F)
            elif (event == 'note_on'):
                status = 0x90 | (int(E[0]) & 0x0F)
                parameters = struct.pack('>BB', int(E[1])&0x7F, int(E[2])&0x7F)
            elif (event == 'key_after_touch'):
                status = 0xA0 | (int(E[0]) & 0x0F)
                parameters = struct.pack('>BB', int(E[1])&0x7F, int(E[2])&0x7F)
            elif (event == 'control_change'):
                status = 0xB0 | (int(E[0]) & 0x0F)
                parameters = struct.pack('>BB', int(E[1])&0xFF, int(E[2])&0xFF)
            elif (event == 'patch_change'):
                status = 0xC0 | (int(E[0]) & 0x0F)
                parameters = struct.pack('>B', int(E[1]) & 0xFF)
            elif (event == 'channel_after_touch'):
                status = 0xD0 | (int(E[0]) & 0x0F)
                parameters = struct.pack('>B', int(E[1]) & 0xFF)
            elif (event == 'pitch_wheel_change'):
                status = 0xE0 | (int(E[0]) & 0x0F)
                parameters =  _write_14_bit(int(E[1]) + 0x2000)
            else:
                _warn("BADASS FREAKOUT ERROR 31415!")

            # And now the encoding
            # w = BER compressed integer (not ASN.1 BER, see perlpacktut for
            # details).  Its bytes represent an unsigned integer in base 128,
            # most significant digit first, with as few digits as possible.
            # Bit eight (the high bit) is set on each byte except the last.

            data.append(_ber_compressed_int(dtime))
            if (status != last_status) or no_running_status:
                data.append(struct.pack('>B', status))
            data.append(parameters)
 
            last_status = status
            continue
        else:
            # Not a MIDI event.
            # All the code in this block could be more efficient,
            # but this is not where the code needs to be tight.
            # print "zaz $event\n";
            last_status = -1

            if event == 'raw_meta_event':
                event_data = _some_text_event(int(E[0]), E[1], text_encoding)
            elif (event == 'set_sequence_number'):  # 3.9
                event_data = b'\xFF\x00\x02'+_int2twobytes(E[0])

            # Text meta-events...
            # a case for a dict, I think (pjb) ...
            elif (event == 'text_event'):
                event_data = _some_text_event(0x01, E[0], text_encoding)
            elif (event == 'copyright_text_event'):
                event_data = _some_text_event(0x02, E[0], text_encoding)
            elif (event == 'track_name'):
                event_data = _some_text_event(0x03, E[0], text_encoding)
            elif (event == 'instrument_name'):
                event_data = _some_text_event(0x04, E[0], text_encoding)
            elif (event == 'lyric'):
                event_data = _some_text_event(0x05, E[0], text_encoding)
            elif (event == 'marker'):
                event_data = _some_text_event(0x06, E[0], text_encoding)
            elif (event == 'cue_point'):
                event_data = _some_text_event(0x07, E[0], text_encoding)
            elif (event == 'text_event_08'):
                event_data = _some_text_event(0x08, E[0], text_encoding)
            elif (event == 'text_event_09'):
                event_data = _some_text_event(0x09, E[0], text_encoding)
            elif (event == 'text_event_0a'):
                event_data = _some_text_event(0x0A, E[0], text_encoding)
            elif (event == 'text_event_0b'):
                event_data = _some_text_event(0x0B, E[0], text_encoding)
            elif (event == 'text_event_0c'):
                event_data = _some_text_event(0x0C, E[0], text_encoding)
            elif (event == 'text_event_0d'):
                event_data = _some_text_event(0x0D, E[0], text_encoding)
            elif (event == 'text_event_0e'):
                event_data = _some_text_event(0x0E, E[0], text_encoding)
            elif (event == 'text_event_0f'):
                event_data = _some_text_event(0x0F, E[0], text_encoding)
            # End of text meta-events

            elif (event == 'end_track'):
                event_data = b"\xFF\x2F\x00"

            elif (event == 'set_tempo'):
                #event_data = struct.pack(">BBwa*", 0xFF, 0x51, 3,
                #              substr( struct.pack('>I', E[0]), 1, 3))
                event_data = b'\xFF\x51\x03'+struct.pack('>I',E[0])[1:]
            elif (event == 'smpte_offset'):
                # event_data = struct.pack(">BBwBBBBB", 0xFF, 0x54, 5, E[0:5] )
                event_data = struct.pack(">BBBbBBBB", 0xFF,0x54,0x05,E[0],E[1],E[2],E[3],E[4])
            elif (event == 'time_signature'):
                # event_data = struct.pack(">BBwBBBB",  0xFF, 0x58, 4, E[0:4] )
                event_data = struct.pack(">BBBbBBB", 0xFF, 0x58, 0x04, E[0],E[1],E[2],E[3])
            elif (event == 'key_signature'):
                event_data = struct.pack(">BBBbB", 0xFF, 0x59, 0x02, E[0],E[1])
            elif (event == 'sequencer_specific'):
                # event_data = struct.pack(">BBwa*", 0xFF,0x7F, len(E[0]), E[0])
                event_data = _some_text_event(0x7F, E[0], text_encoding)
            # End of Meta-events

            # Other Things...
            elif (event == 'sysex_f0'):
                 #event_data = struct.pack(">Bwa*", 0xF0, len(E[0]), E[0])
                 #B=bitstring w=BER-compressed-integer a=null-padded-ascii-str
                 event_data = bytearray(b'\xF0')+_ber_compressed_int(len(E[0]))+bytearray(E[0])
            elif (event == 'sysex_f7'):
                 #event_data = struct.pack(">Bwa*", 0xF7, len(E[0]), E[0])
                 event_data = bytearray(b'\xF7')+_ber_compressed_int(len(E[0]))+bytearray(E[0])

            elif (event == 'song_position'):
                 event_data = b"\xF2" + _write_14_bit( E[0] )
            elif (event == 'song_select'):
                 event_data = struct.pack('>BB', 0xF3, E[0] )
            elif (event == 'tune_request'):
                 event_data = b"\xF6"
            elif (event == 'raw_data'):
                _warn("_encode: raw_data event not supported")
                # event_data = E[0]
                continue
            # End of Other Stuff

            else:
                # The Big Fallthru
                if unknown_callback:
                    # push(@data, &{ $unknown_callback }( @$event_r ))
                    pass
                else:
                    _warn("Unknown event: "+str(event))
                    # To surpress complaint here, just set
                    #  'unknown_callback' => sub { return () }
                continue

            #print "Event $event encoded part 2\n"
            if str(type(event_data)).find("'str'") >= 0:
                event_data = bytearray(event_data.encode('Latin1', 'ignore'))
            if len(event_data): # how could $event_data be empty
                # data.append(struct.pack('>wa*', dtime, event_data))
                # print(' event_data='+str(event_data))
                data.append(_ber_compressed_int(dtime)+event_data)

    return b''.join(data)

###################################################################################
###################################################################################
###################################################################################
#
#	Tegridy MIDI X Module (TMIDI X / tee-midi eks)
#
#	Based upon and includes the amazing MIDI.py module v.6.7. by Peter Billam
#	pjb.com.au
#
#	Project Los Angeles
#	Tegridy Code 2025
#
#   https://github.com/Tegridy-Code/Project-Los-Angeles
#
###################################################################################
###################################################################################
###################################################################################

import os

import datetime

from datetime import datetime

import pickle

import matplotlib.pyplot as plt

###################################################################################
#
# Original TMIDI Tegridy helper functions
#
###################################################################################

def Tegridy_TXT_to_INT_Converter(input_TXT_string, line_by_line_INT_string=True, max_INT = 0):

    '''Tegridy TXT to Intergers Converter
     
    Input: Input TXT string in the TMIDI-TXT format

           Type of output TXT INT string: line-by-line or one long string

           Maximum absolute integer to process. Maximum is inclusive 
           Default = process all integers. This helps to remove outliers/unwanted ints

    Output: List of pure intergers
            String of intergers in the specified format: line-by-line or one long string
            Number of processed integers
            Number of skipped integers
    
    Project Los Angeles
    Tegridy Code 2021'''

    print('Tegridy TXT to Intergers Converter')

    output_INT_list = []

    npi = 0
    nsi = 0

    TXT_List = list(input_TXT_string)
    for char in TXT_List:
      if max_INT != 0:
        if abs(ord(char)) <= max_INT:
          output_INT_list.append(ord(char))
          npi += 1
        else:
          nsi += 1  
      else:
        output_INT_list.append(ord(char))
        npi += 1    
    
    if line_by_line_INT_string:
      output_INT_string = '\n'.join([str(elem) for elem in output_INT_list])
    else:
      output_INT_string = ' '.join([str(elem) for elem in output_INT_list])  

    print('Converted TXT to INTs:', npi, ' / ', nsi)

    return output_INT_list, output_INT_string, npi, nsi

###################################################################################

def Tegridy_INT_to_TXT_Converter(input_INT_list):

    '''Tegridy Intergers to TXT Converter
     
    Input: List of intergers in TMIDI-TXT-INT format
    Output: Decoded TXT string in TMIDI-TXT format
    Project Los Angeles
    Tegridy Code 2020'''

    output_TXT_string = ''

    for i in input_INT_list:
      output_TXT_string += chr(int(i))
    
    return output_TXT_string

###################################################################################

def Tegridy_INT_String_to_TXT_Converter(input_INT_String, line_by_line_input=True):

    '''Tegridy Intergers String to TXT Converter
     
    Input: List of intergers in TMIDI-TXT-INT-String format
    Output: Decoded TXT string in TMIDI-TXT format
    Project Los Angeles
    Tegridy Code 2020'''
    
    print('Tegridy Intergers String to TXT Converter')

    if line_by_line_input:
      input_string = input_INT_String.split('\n')
    else:
      input_string = input_INT_String.split(' ')  

    output_TXT_string = ''

    for i in input_string:
      try:
        output_TXT_string += chr(abs(int(i)))
      except:
        print('Bad note:', i)
        continue  
    
    print('Done!')

    return output_TXT_string

###################################################################################

def Tegridy_SONG_to_MIDI_Converter(SONG,
                                  output_signature = 'Tegridy TMIDI Module', 
                                  track_name = 'Composition Track',
                                  number_of_ticks_per_quarter = 425,
                                  list_of_MIDI_patches = [0, 24, 32, 40, 42, 46, 56, 71, 73, 0, 0, 0, 0, 0, 0, 0],
                                  output_file_name = 'TMIDI-Composition',
                                  text_encoding='ISO-8859-1',
                                  verbose=True):

    '''Tegridy SONG to MIDI Converter
     
    Input: Input SONG in TMIDI SONG/MIDI.py Score format
           Output MIDI Track 0 name / MIDI Signature
           Output MIDI Track 1 name / Composition track name
           Number of ticks per quarter for the output MIDI
           List of 16 MIDI patch numbers for output MIDI. Def. is MuseNet compatible patches.
           Output file name w/o .mid extension.
           Optional text encoding if you are working with text_events/lyrics. This is especially useful for Karaoke. Please note that anything but ISO-8859-1 is a non-standard way of encoding text_events according to MIDI specs.

    Output: MIDI File
            Detailed MIDI stats

    Project Los Angeles
    Tegridy Code 2020'''                                  
    
    if verbose:
        print('Converting to MIDI. Please stand-by...')
    
    output_header = [number_of_ticks_per_quarter, 
                    [['track_name', 0, bytes(output_signature, text_encoding)]]]                                                    

    patch_list = [['patch_change', 0, 0, list_of_MIDI_patches[0]], 
                    ['patch_change', 0, 1, list_of_MIDI_patches[1]],
                    ['patch_change', 0, 2, list_of_MIDI_patches[2]],
                    ['patch_change', 0, 3, list_of_MIDI_patches[3]],
                    ['patch_change', 0, 4, list_of_MIDI_patches[4]],
                    ['patch_change', 0, 5, list_of_MIDI_patches[5]],
                    ['patch_change', 0, 6, list_of_MIDI_patches[6]],
                    ['patch_change', 0, 7, list_of_MIDI_patches[7]],
                    ['patch_change', 0, 8, list_of_MIDI_patches[8]],
                    ['patch_change', 0, 9, list_of_MIDI_patches[9]],
                    ['patch_change', 0, 10, list_of_MIDI_patches[10]],
                    ['patch_change', 0, 11, list_of_MIDI_patches[11]],
                    ['patch_change', 0, 12, list_of_MIDI_patches[12]],
                    ['patch_change', 0, 13, list_of_MIDI_patches[13]],
                    ['patch_change', 0, 14, list_of_MIDI_patches[14]],
                    ['patch_change', 0, 15, list_of_MIDI_patches[15]],
                    ['track_name', 0, bytes(track_name, text_encoding)]]

    output = output_header + [patch_list + SONG]

    midi_data = score2midi(output, text_encoding)
    detailed_MIDI_stats = score2stats(output)

    with open(output_file_name + '.mid', 'wb') as midi_file:
        midi_file.write(midi_data)
        midi_file.close()
    
    if verbose:    
        print('Done! Enjoy! :)')
    
    return detailed_MIDI_stats

###################################################################################

def Tegridy_ms_SONG_to_MIDI_Converter(ms_SONG,
                                      output_signature = 'Tegridy TMIDI Module', 
                                      track_name = 'Composition Track',
                                      list_of_MIDI_patches = [0, 24, 32, 40, 42, 46, 56, 71, 73, 0, 0, 0, 0, 0, 0, 0],
                                      output_file_name = 'TMIDI-Composition',
                                      text_encoding='ISO-8859-1',
                                      timings_multiplier=1,
                                      verbose=True
                                      ):

    '''Tegridy milisecond SONG to MIDI Converter
     
    Input: Input ms SONG in TMIDI ms SONG/MIDI.py ms Score format
           Output MIDI Track 0 name / MIDI Signature
           Output MIDI Track 1 name / Composition track name
           List of 16 MIDI patch numbers for output MIDI. Def. is MuseNet compatible patches.
           Output file name w/o .mid extension.
           Optional text encoding if you are working with text_events/lyrics. This is especially useful for Karaoke. Please note that anything but ISO-8859-1 is a non-standard way of encoding text_events according to MIDI specs.
           Optional timings multiplier
           Optional verbose output

    Output: MIDI File
            Detailed MIDI stats

    Project Los Angeles
    Tegridy Code 2024'''                                  
    
    if verbose:
        print('Converting to MIDI. Please stand-by...')

    output_header = [1000,
                    [['set_tempo', 0, 1000000],
                     ['time_signature', 0, 4, 2, 24, 8],
                     ['track_name', 0, bytes(output_signature, text_encoding)]]]

    patch_list = [['patch_change', 0, 0, list_of_MIDI_patches[0]], 
                    ['patch_change', 0, 1, list_of_MIDI_patches[1]],
                    ['patch_change', 0, 2, list_of_MIDI_patches[2]],
                    ['patch_change', 0, 3, list_of_MIDI_patches[3]],
                    ['patch_change', 0, 4, list_of_MIDI_patches[4]],
                    ['patch_change', 0, 5, list_of_MIDI_patches[5]],
                    ['patch_change', 0, 6, list_of_MIDI_patches[6]],
                    ['patch_change', 0, 7, list_of_MIDI_patches[7]],
                    ['patch_change', 0, 8, list_of_MIDI_patches[8]],
                    ['patch_change', 0, 9, list_of_MIDI_patches[9]],
                    ['patch_change', 0, 10, list_of_MIDI_patches[10]],
                    ['patch_change', 0, 11, list_of_MIDI_patches[11]],
                    ['patch_change', 0, 12, list_of_MIDI_patches[12]],
                    ['patch_change', 0, 13, list_of_MIDI_patches[13]],
                    ['patch_change', 0, 14, list_of_MIDI_patches[14]],
                    ['patch_change', 0, 15, list_of_MIDI_patches[15]],
                    ['track_name', 0, bytes(track_name, text_encoding)]]

    SONG = copy.deepcopy(ms_SONG)

    if timings_multiplier != 1:
      for S in SONG:
        S[1] = S[1] * timings_multiplier
        if S[0] == 'note':
          S[2] = S[2] * timings_multiplier

    output = output_header + [patch_list + SONG]

    midi_data = score2midi(output, text_encoding)
    detailed_MIDI_stats = score2stats(output)

    with open(output_file_name + '.mid', 'wb') as midi_file:
        midi_file.write(midi_data)
        midi_file.close()
    
    if verbose:    
        print('Done! Enjoy! :)')
    
    return detailed_MIDI_stats

###################################################################################

def hsv_to_rgb(h, s, v):
    if s == 0.0:
        return v, v, v
    i = int(h*6.0)
    f = (h*6.0) - i
    p = v*(1.0 - s)
    q = v*(1.0 - s*f)
    t = v*(1.0 - s*(1.0-f))
    i = i%6
    return [(v, t, p), (q, v, p), (p, v, t), (p, q, v), (t, p, v), (v, p, q)][i]

def generate_colors(n):
    return [hsv_to_rgb(i/n, 1, 1) for i in range(n)]

def add_arrays(a, b):
    return [sum(pair) for pair in zip(a, b)]

#-------------------------------------------------------------------------------

def plot_ms_SONG(ms_song,
                  preview_length_in_notes=0,
                  block_lines_times_list = None,
                  plot_title='ms Song',
                  max_num_colors=129, 
                  drums_color_num=128, 
                  plot_size=(11,4), 
                  note_height = 0.75,
                  show_grid_lines=False,
                  return_plt = False,
                  timings_multiplier=1,
                  save_plt='',
                  save_only_plt_image=True,
                  save_transparent=False
                  ):

  '''Tegridy ms SONG plotter/vizualizer'''

  notes = [s for s in ms_song if s[0] == 'note']

  if (len(max(notes, key=len)) != 7) and (len(min(notes, key=len)) != 7):
    print('The song notes do not have patches information')
    print('Ploease add patches to the notes in the song')

  else:

    start_times = [(s[1] * timings_multiplier) / 1000 for s in notes]
    durations = [(s[2]  * timings_multiplier) / 1000 for s in notes]
    pitches = [s[4] for s in notes]
    patches = [s[6] for s in notes]

    colors = generate_colors(max_num_colors)
    colors[drums_color_num] = (1, 1, 1)

    pbl = (notes[preview_length_in_notes][1] * timings_multiplier) / 1000

    fig, ax = plt.subplots(figsize=plot_size)
    #fig, ax = plt.subplots()

    # Create a rectangle for each note with color based on patch number
    for start, duration, pitch, patch in zip(start_times, durations, pitches, patches):
        rect = plt.Rectangle((start, pitch), duration, note_height, facecolor=colors[patch])
        ax.add_patch(rect)

    # Set the limits of the plot
    ax.set_xlim([min(start_times), max(add_arrays(start_times, durations))])
    ax.set_ylim([min(pitches)-1, max(pitches)+1])

    # Set the background color to black
    ax.set_facecolor('black')
    fig.patch.set_facecolor('white')

    if preview_length_in_notes > 0:
      ax.axvline(x=pbl, c='white')

    if block_lines_times_list:
      for bl in block_lines_times_list:
        ax.axvline(x=bl, c='white')
           
    if show_grid_lines:
      ax.grid(color='white')

    plt.xlabel('Time (s)', c='black')
    plt.ylabel('MIDI Pitch', c='black')

    plt.title(plot_title)

    if save_plt != '':
      if save_only_plt_image:
        plt.axis('off')
        plt.title('')
        plt.savefig(save_plt, transparent=save_transparent, bbox_inches='tight', pad_inches=0, facecolor='black')
        plt.close()
      
      else:
        plt.savefig(save_plt)
        plt.close()

    if return_plt:
      plt.close(fig)
      return fig

    plt.show()
    plt.close()

###################################################################################

def Tegridy_SONG_to_Full_MIDI_Converter(SONG,
                                        output_signature = 'Tegridy TMIDI Module', 
                                        track_name = 'Composition Track',
                                        number_of_ticks_per_quarter = 1000,
                                        output_file_name = 'TMIDI-Composition',
                                        text_encoding='ISO-8859-1',
                                        verbose=True):

    '''Tegridy SONG to Full MIDI Converter
     
    Input: Input SONG in Full TMIDI SONG/MIDI.py Score format
           Output MIDI Track 0 name / MIDI Signature
           Output MIDI Track 1 name / Composition track name
           Number of ticks per quarter for the output MIDI
           Output file name w/o .mid extension.
           Optional text encoding if you are working with text_events/lyrics. This is especially useful for Karaoke. Please note that anything but ISO-8859-1 is a non-standard way of encoding text_events according to MIDI specs.

    Output: MIDI File
            Detailed MIDI stats

    Project Los Angeles
    Tegridy Code 2023'''                                  
    
    if verbose:
        print('Converting to MIDI. Please stand-by...')
    
    output_header = [number_of_ticks_per_quarter,
                    [['set_tempo', 0, 1000000],
                      ['track_name', 0, bytes(output_signature, text_encoding)]]]                                                    

    song_track = [['track_name', 0, bytes(track_name, text_encoding)]]

    output = output_header + [song_track + SONG]

    midi_data = score2midi(output, text_encoding)
    detailed_MIDI_stats = score2stats(output)

    with open(output_file_name + '.mid', 'wb') as midi_file:
        midi_file.write(midi_data)
        midi_file.close()
    
    if verbose:    
        print('Done! Enjoy! :)')
    
    return detailed_MIDI_stats

###################################################################################

def Tegridy_File_Time_Stamp(input_file_name='File_Created_on_', ext = ''):

  '''Tegridy File Time Stamp
     
  Input: Full path and file name without extention
         File extension
          
  Output: File name string with time-stamp and extension (time-stamped file name)

  Project Los Angeles
  Tegridy Code 2021'''       

  print('Time-stamping output file...')

  now = ''
  now_n = str(datetime.now())
  now_n = now_n.replace(' ', '_')
  now_n = now_n.replace(':', '_')
  now = now_n.replace('.', '_')
      
  fname = input_file_name + str(now) + ext

  return(fname)

###################################################################################

def Tegridy_Any_Pickle_File_Writer(Data, input_file_name='TMIDI_Pickle_File'):

  '''Tegridy Pickle File Writer
     
  Input: Data to write (I.e. a list)
         Full path and file name without extention
         
  Output: Named Pickle file

  Project Los Angeles
  Tegridy Code 2021'''

  print('Tegridy Pickle File Writer')

  full_path_to_output_dataset_to = input_file_name + '.pickle'

  if os.path.exists(full_path_to_output_dataset_to):
    os.remove(full_path_to_output_dataset_to)
    print('Removing old Dataset...')
  else:
    print("Creating new Dataset file...")

  with open(full_path_to_output_dataset_to, 'wb') as filehandle:
    # store the data as binary data stream
    pickle.dump(Data, filehandle, protocol=pickle.HIGHEST_PROTOCOL)

  print('Dataset was saved as:', full_path_to_output_dataset_to)
  print('Task complete. Enjoy! :)')

###################################################################################

def Tegridy_Any_Pickle_File_Reader(input_file_name='TMIDI_Pickle_File', ext='.pickle', verbose=True):

  '''Tegridy Pickle File Loader
     
  Input: Full path and file name with or without extention
         File extension if different from default .pickle
       
  Output: Standard Python 3 unpickled data object

  Project Los Angeles
  Tegridy Code 2021'''

  if verbose:
    print('Tegridy Pickle File Loader')
    print('Loading the pickle file. Please wait...')

  if os.path.basename(input_file_name).endswith(ext):
    fname = input_file_name
  
  else:
    fname = input_file_name + ext

  with open(fname, 'rb') as pickle_file:
    content = pickle.load(pickle_file)

  if verbose:
    print('Done!')

  return content