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2to3.html
63.71
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__builtin__.html
11.79
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__future__.html
15.58
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__main__.html
8.33
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_winreg.html
73.99
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abc.html
26.82
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aepack.html
15.47
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aetools.html
18.79
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aetypes.html
27.08
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aifc.html
29.59
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al.html
22.13
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allos.html
35.48
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anydbm.html
19.31
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archiving.html
10.64
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argparse.html
269.59
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array.html
35.35
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ast.html
42.42
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asynchat.html
35.84
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asyncore.html
43.22
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atexit.html
19.23
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audioop.html
41.32
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autogil.html
9.77
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base64.html
24.8
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basehttpserver.html
40.6
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bastion.html
13.02
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bdb.html
50.06
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binascii.html
26.64
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binhex.html
12.66
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bisect.html
28.52
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bsddb.html
32.02
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bz2.html
31.92
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calendar.html
50.16
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carbon.html
54.14
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cd.html
35.24
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cgi.html
58.4
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cgihttpserver.html
15.12
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cgitb.html
13.5
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chunk.html
17.41
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cmath.html
32.41
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cmd.html
32.69
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code.html
28.92
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codecs.html
125.92
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codeop.html
16.42
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collections.html
150.36
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colorpicker.html
9.02
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colorsys.html
14.38
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commands.html
16.63
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compileall.html
21.18
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compiler.html
78.14
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configparser.html
73.92
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constants.html
14.68
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contextlib.html
22.91
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cookie.html
45.38
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cookielib.html
102.78
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copy.html
14.21
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copy_reg.html
15.82
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crypt.html
11.62
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crypto.html
8.35
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csv.html
82.79
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ctypes.html
280.57
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curses.ascii.html
28.97
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curses.html
200.94
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curses.panel.html
18.43
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custominterp.html
8.59
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datatypes.html
18.84
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datetime.html
261.02
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dbhash.html
18.4
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dbm.html
14.75
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debug.html
11.28
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decimal.html
239.14
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development.html
15.27
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difflib.html
96.93
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dircache.html
13.66
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dis.html
96.52
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distribution.html
8.27
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distutils.html
10.97
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dl.html
19.27
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doctest.html
193.18
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docxmlrpcserver.html
20.02
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dumbdbm.html
16.74
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dummy_thread.html
11.04
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dummy_threading.html
9.96
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easydialogs.html
38.83
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email-examples.html
47.2
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email.charset.html
32.45
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email.encoders.html
14.09
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email.errors.html
19.2
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email.generator.html
24.78
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email.header.html
31.12
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email.html
55.3
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email.iterators.html
14.22
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email.message.html
74.91
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email.mime.html
34.51
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email.parser.html
37.09
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email.utils.html
30.04
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ensurepip.html
20.21
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errno.html
52.31
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exceptions.html
73.4
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fcntl.html
27.85
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filecmp.html
26.49
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fileformats.html
10.21
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fileinput.html
29.36
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filesys.html
11.55
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fl.html
71.58
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fm.html
15
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fnmatch.html
17.78
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formatter.html
43.91
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fpectl.html
17.84
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fpformat.html
12.65
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fractions.html
27.17
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framework.html
44.24
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frameworks.html
8.11
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ftplib.html
56.56
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functions.html
216.84
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functools.html
31.06
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future_builtins.html
15.9
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gc.html
30.74
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gdbm.html
19.35
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gensuitemodule.html
14.54
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getopt.html
26.56
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getpass.html
12.5
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gettext.html
91.32
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gl.html
26.71
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glob.html
15.42
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grp.html
12.33
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gzip.html
21.95
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hashlib.html
27.4
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heapq.html
36.72
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hmac.html
15.97
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hotshot.html
22.69
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htmllib.html
29.9
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htmlparser.html
45.11
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httplib.html
78.55
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i18n.html
10.61
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ic.html
22.03
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idle.html
45.74
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imageop.html
20.94
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imaplib.html
69.9
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imgfile.html
14.91
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imghdr.html
13.43
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imp.html
41.48
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importlib.html
10.27
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imputil.html
36.11
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index.html
82.54
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inspect.html
64.31
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internet.html
26.77
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intro.html
9.76
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io.html
122.3
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ipc.html
17.18
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itertools.html
129.91
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jpeg.html
15.36
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json.html
79.09
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keyword.html
9.27
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language.html
12.35
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linecache.html
12.7
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locale.html
68.54
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logging.config.html
82.23
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logging.handlers.html
91.96
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logging.html
123.15
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mac.html
24.49
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macos.html
18.51
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macosa.html
14.55
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macostools.html
19.67
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macpath.html
9.19
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mailbox.html
185.53
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mailcap.html
15.3
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markup.html
20.37
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marshal.html
19.88
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math.html
50.52
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md5.html
16.65
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mhlib.html
30.04
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mimetools.html
23.84
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mimetypes.html
35.82
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mimewriter.html
18.19
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mimify.html
16.96
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miniaeframe.html
14.5
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misc.html
7.77
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mm.html
10.19
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mmap.html
33.52
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modulefinder.html
19.85
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modules.html
9.68
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msilib.html
72.78
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msvcrt.html
24.1
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multifile.html
28.82
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multiprocessing.html
423.97
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mutex.html
13.56
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netdata.html
19.28
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netrc.html
15.51
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new.html
16.1
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nis.html
13.19
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nntplib.html
51.08
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numbers.html
40.91
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numeric.html
14.85
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operator.html
118.32
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optparse.html
251.08
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os.html
270.49
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os.path.html
48.87
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ossaudiodev.html
49.79
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othergui.html
9.98
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parser.html
44.52
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pdb.html
41.44
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persistence.html
16.25
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pickle.html
107.94
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pickletools.html
13.21
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pipes.html
21.85
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pkgutil.html
30.59
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platform.html
40.14
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plistlib.html
20.96
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popen2.html
30.13
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poplib.html
27.93
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posix.html
17.27
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posixfile.html
23.68
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pprint.html
36.42
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profile.html
76.65
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pty.html
11.42
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pwd.html
13.53
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py_compile.html
13.33
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pyclbr.html
18.14
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pydoc.html
14.33
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pyexpat.html
93.28
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python.html
13.53
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queue.html
29.64
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quopri.html
14.5
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random.html
47.78
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re.html
163.11
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readline.html
41.2
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repr.html
24.57
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resource.html
30.86
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restricted.html
12.69
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rexec.html
43.59
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rfc822.html
51.25
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rlcompleter.html
15.29
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robotparser.html
15.01
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runpy.html
23.55
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sched.html
21.76
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scrolledtext.html
10.67
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select.html
50.17
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sets.html
39.92
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sgi.html
11.09
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sgmllib.html
38.77
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sha.html
14.55
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shelve.html
32.93
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shlex.html
38.43
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shutil.html
49.49
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signal.html
36.52
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simplehttpserver.html
21.57
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simplexmlrpcserver.html
40.41
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site.html
29
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smtpd.html
15.64
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smtplib.html
51.86
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sndhdr.html
12.05
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socket.html
126.94
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socketserver.html
81.38
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someos.html
17.09
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spwd.html
12.25
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sqlite3.html
154.12
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ssl.html
214.5
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stat.html
41.11
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statvfs.html
13.24
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stdtypes.html
309.83
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string.html
129.58
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stringio.html
21.1
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stringprep.html
21.4
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strings.html
16.42
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struct.html
47.68
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subprocess.html
117
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sun.html
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sunau.html
35.43
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sunaudio.html
21.05
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symbol.html
9.06
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symtable.html
29.03
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sys.html
118.12
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sysconfig.html
28.8
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syslog.html
21.29
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tabnanny.html
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tarfile.html
99.54
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telnetlib.html
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tempfile.html
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termios.html
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test.html
61.42
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textwrap.html
32.28
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thread.html
22.67
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threading.html
92.04
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time.html
65.55
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timeit.html
44.38
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tix.html
56.73
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tk.html
26.76
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tkinter.html
86.67
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token.html
27.31
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tokenize.html
21.69
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trace.html
33.91
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traceback.html
44.22
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ttk.html
123.83
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tty.html
10.95
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turtle.html
246.17
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types.html
33.66
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undoc.html
25.54
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unicodedata.html
22.64
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unittest.html
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unix.html
11.9
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urllib.html
71.61
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urllib2.html
128.77
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urlparse.html
49.04
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user.html
13.41
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userdict.html
32.96
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uu.html
13.25
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uuid.html
33.55
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warnings.html
51.86
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wave.html
29.08
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weakref.html
41.14
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webbrowser.html
29.53
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whichdb.html
10.44
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windows.html
10.37
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winsound.html
22.56
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wsgiref.html
94.38
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xdrlib.html
38.05
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xml.dom.html
110.39
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xml.dom.minidom.html
45.23
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xml.dom.pulldom.html
16.32
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xml.etree.elementtree.html
124.2
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xml.html
18.76
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xml.sax.handler.html
47.5
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xml.sax.html
26.04
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xml.sax.reader.html
51.4
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xml.sax.utils.html
18.11
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xmlrpclib.html
71.79
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zipfile.html
67.26
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zipimport.html
24.32
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zlib.html
34.41
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Multimedia Services" accesskey="P">previous</a> |</li> <li><img src="../_static/py.png" alt="" style="vertical-align: middle; margin-top: -1px"/></li> <li><a href="https://www.python.org/">Python</a> »</li> <li> <a href="../index.html">Python 2.7.18 documentation</a> » </li> <li class="nav-item nav-item-1"><a href="index.html" >The Python Standard Library</a> »</li> <li class="nav-item nav-item-2"><a href="mm.html" accesskey="U"><span class="section-number">21. </span>Multimedia Services</a> »</li> <li class="nav-item nav-item-this"><a href=""><span class="section-number">21.1. </span><code class="xref py py-mod docutils literal notranslate"><span class="pre">audioop</span></code> — Manipulate raw audio data</a></li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <section id="module-audioop"> <span id="audioop-manipulate-raw-audio-data"></span><h1><span class="section-number">21.1. </span><a class="reference internal" href="#module-audioop" title="audioop: Manipulate raw audio data."><code class="xref py py-mod docutils literal notranslate"><span class="pre">audioop</span></code></a> — Manipulate raw audio data<a class="headerlink" href="#module-audioop" title="Permalink to this headline">¶</a></h1> <p>The <a class="reference internal" href="#module-audioop" title="audioop: Manipulate raw audio data."><code class="xref py py-mod docutils literal notranslate"><span class="pre">audioop</span></code></a> module contains some useful operations on sound fragments. It operates on sound fragments consisting of signed integer samples 8, 16 or 32 bits wide, stored in Python strings. This is the same format as used by the <a class="reference internal" href="al.html#module-al" title="al: Audio functions on the SGI. (deprecated) (IRIX)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">al</span></code></a> and <a class="reference internal" href="sunaudio.html#module-sunaudiodev" title="sunaudiodev: Access to Sun audio hardware. (deprecated) (SunOS)"><code class="xref py py-mod docutils literal notranslate"><span class="pre">sunaudiodev</span></code></a> modules. All scalar items are integers, unless specified otherwise.</p> <p id="index-0">This module provides support for a-LAW, u-LAW and Intel/DVI ADPCM encodings.</p> <p>A few of the more complicated operations only take 16-bit samples, otherwise the sample size (in bytes) is always a parameter of the operation.</p> <p>The module defines the following variables and functions:</p> <dl class="py exception"> <dt class="sig sig-object py" id="audioop.error"> <em class="property"><span class="pre">exception</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">error</span></span><a class="headerlink" href="#audioop.error" title="Permalink to this definition">¶</a></dt> <dd><p>This exception is raised on all errors, such as unknown number of bytes per sample, etc.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.add"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">add</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fragment2</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.add" title="Permalink to this definition">¶</a></dt> <dd><p>Return a fragment which is the addition of the two samples passed as parameters. <em>width</em> is the sample width in bytes, either <code class="docutils literal notranslate"><span class="pre">1</span></code>, <code class="docutils literal notranslate"><span class="pre">2</span></code> or <code class="docutils literal notranslate"><span class="pre">4</span></code>. Both fragments should have the same length. Samples are truncated in case of overflow.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.adpcm2lin"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">adpcm2lin</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">adpcmfragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.adpcm2lin" title="Permalink to this definition">¶</a></dt> <dd><p>Decode an Intel/DVI ADPCM coded fragment to a linear fragment. See the description of <a class="reference internal" href="#audioop.lin2adpcm" title="audioop.lin2adpcm"><code class="xref py py-func docutils literal notranslate"><span class="pre">lin2adpcm()</span></code></a> for details on ADPCM coding. Return a tuple <code class="docutils literal notranslate"><span class="pre">(sample,</span> <span class="pre">newstate)</span></code> where the sample has the width specified in <em>width</em>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.alaw2lin"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">alaw2lin</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.alaw2lin" title="Permalink to this definition">¶</a></dt> <dd><p>Convert sound fragments in a-LAW encoding to linearly encoded sound fragments. a-LAW encoding always uses 8 bits samples, so <em>width</em> refers only to the sample width of the output fragment here.</p> <div class="versionadded"> <p><span class="versionmodified added">New in version 2.5.</span></p> </div> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.avg"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">avg</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.avg" title="Permalink to this definition">¶</a></dt> <dd><p>Return the average over all samples in the fragment.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.avgpp"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">avgpp</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.avgpp" title="Permalink to this definition">¶</a></dt> <dd><p>Return the average peak-peak value over all samples in the fragment. No filtering is done, so the usefulness of this routine is questionable.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.bias"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">bias</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bias</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.bias" title="Permalink to this definition">¶</a></dt> <dd><p>Return a fragment that is the original fragment with a bias added to each sample. Samples wrap around in case of overflow.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.cross"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">cross</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.cross" title="Permalink to this definition">¶</a></dt> <dd><p>Return the number of zero crossings in the fragment passed as an argument.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.findfactor"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">findfactor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reference</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.findfactor" title="Permalink to this definition">¶</a></dt> <dd><p>Return a factor <em>F</em> such that <code class="docutils literal notranslate"><span class="pre">rms(add(fragment,</span> <span class="pre">mul(reference,</span> <span class="pre">-F)))</span></code> is minimal, i.e., return the factor with which you should multiply <em>reference</em> to make it match as well as possible to <em>fragment</em>. The fragments should both contain 2-byte samples.</p> <p>The time taken by this routine is proportional to <code class="docutils literal notranslate"><span class="pre">len(fragment)</span></code>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.findfit"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">findfit</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reference</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.findfit" title="Permalink to this definition">¶</a></dt> <dd><p>Try to match <em>reference</em> as well as possible to a portion of <em>fragment</em> (which should be the longer fragment). This is (conceptually) done by taking slices out of <em>fragment</em>, using <a class="reference internal" href="#audioop.findfactor" title="audioop.findfactor"><code class="xref py py-func docutils literal notranslate"><span class="pre">findfactor()</span></code></a> to compute the best match, and minimizing the result. The fragments should both contain 2-byte samples. Return a tuple <code class="docutils literal notranslate"><span class="pre">(offset,</span> <span class="pre">factor)</span></code> where <em>offset</em> is the (integer) offset into <em>fragment</em> where the optimal match started and <em>factor</em> is the (floating-point) factor as per <a class="reference internal" href="#audioop.findfactor" title="audioop.findfactor"><code class="xref py py-func docutils literal notranslate"><span class="pre">findfactor()</span></code></a>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.findmax"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">findmax</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">length</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.findmax" title="Permalink to this definition">¶</a></dt> <dd><p>Search <em>fragment</em> for a slice of length <em>length</em> samples (not bytes!) with maximum energy, i.e., return <em>i</em> for which <code class="docutils literal notranslate"><span class="pre">rms(fragment[i*2:(i+length)*2])</span></code> is maximal. The fragments should both contain 2-byte samples.</p> <p>The routine takes time proportional to <code class="docutils literal notranslate"><span class="pre">len(fragment)</span></code>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.getsample"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">getsample</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">index</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.getsample" title="Permalink to this definition">¶</a></dt> <dd><p>Return the value of sample <em>index</em> from the fragment.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.lin2adpcm"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">lin2adpcm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.lin2adpcm" title="Permalink to this definition">¶</a></dt> <dd><p>Convert samples to 4 bit Intel/DVI ADPCM encoding. ADPCM coding is an adaptive coding scheme, whereby each 4 bit number is the difference between one sample and the next, divided by a (varying) step. The Intel/DVI ADPCM algorithm has been selected for use by the IMA, so it may well become a standard.</p> <p><em>state</em> is a tuple containing the state of the coder. The coder returns a tuple <code class="docutils literal notranslate"><span class="pre">(adpcmfrag,</span> <span class="pre">newstate)</span></code>, and the <em>newstate</em> should be passed to the next call of <a class="reference internal" href="#audioop.lin2adpcm" title="audioop.lin2adpcm"><code class="xref py py-func docutils literal notranslate"><span class="pre">lin2adpcm()</span></code></a>. In the initial call, <code class="docutils literal notranslate"><span class="pre">None</span></code> can be passed as the state. <em>adpcmfrag</em> is the ADPCM coded fragment packed 2 4-bit values per byte.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.lin2alaw"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">lin2alaw</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.lin2alaw" title="Permalink to this definition">¶</a></dt> <dd><p>Convert samples in the audio fragment to a-LAW encoding and return this as a Python string. a-LAW is an audio encoding format whereby you get a dynamic range of about 13 bits using only 8 bit samples. It is used by the Sun audio hardware, among others.</p> <div class="versionadded"> <p><span class="versionmodified added">New in version 2.5.</span></p> </div> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.lin2lin"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">lin2lin</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">newwidth</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.lin2lin" title="Permalink to this definition">¶</a></dt> <dd><p>Convert samples between 1-, 2- and 4-byte formats.</p> <div class="admonition note"> <p class="admonition-title">Note</p> <p>In some audio formats, such as .WAV files, 16 and 32 bit samples are signed, but 8 bit samples are unsigned. So when converting to 8 bit wide samples for these formats, you need to also add 128 to the result:</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">new_frames</span> <span class="o">=</span> <span class="n">audioop</span><span class="o">.</span><span class="n">lin2lin</span><span class="p">(</span><span class="n">frames</span><span class="p">,</span> <span class="n">old_width</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> <span class="n">new_frames</span> <span class="o">=</span> <span class="n">audioop</span><span class="o">.</span><span class="n">bias</span><span class="p">(</span><span class="n">new_frames</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">128</span><span class="p">)</span> </pre></div> </div> <p>The same, in reverse, has to be applied when converting from 8 to 16 or 32 bit width samples.</p> </div> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.lin2ulaw"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">lin2ulaw</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.lin2ulaw" title="Permalink to this definition">¶</a></dt> <dd><p>Convert samples in the audio fragment to u-LAW encoding and return this as a Python string. u-LAW is an audio encoding format whereby you get a dynamic range of about 14 bits using only 8 bit samples. It is used by the Sun audio hardware, among others.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.max"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">max</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.max" title="Permalink to this definition">¶</a></dt> <dd><p>Return the maximum of the <em>absolute value</em> of all samples in a fragment.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.maxpp"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">maxpp</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.maxpp" title="Permalink to this definition">¶</a></dt> <dd><p>Return the maximum peak-peak value in the sound fragment.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.minmax"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">minmax</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.minmax" title="Permalink to this definition">¶</a></dt> <dd><p>Return a tuple consisting of the minimum and maximum values of all samples in the sound fragment.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.mul"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">mul</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">factor</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.mul" title="Permalink to this definition">¶</a></dt> <dd><p>Return a fragment that has all samples in the original fragment multiplied by the floating-point value <em>factor</em>. Samples are truncated in case of overflow.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.ratecv"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">ratecv</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">nchannels</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inrate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">outrate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">state</span></span></em><span class="optional">[</span>, <em class="sig-param"><span class="n"><span class="pre">weightA</span></span></em><span class="optional">[</span>, <em class="sig-param"><span class="n"><span class="pre">weightB</span></span></em><span class="optional">]</span><span class="optional">]</span><span class="sig-paren">)</span><a class="headerlink" href="#audioop.ratecv" title="Permalink to this definition">¶</a></dt> <dd><p>Convert the frame rate of the input fragment.</p> <p><em>state</em> is a tuple containing the state of the converter. The converter returns a tuple <code class="docutils literal notranslate"><span class="pre">(newfragment,</span> <span class="pre">newstate)</span></code>, and <em>newstate</em> should be passed to the next call of <a class="reference internal" href="#audioop.ratecv" title="audioop.ratecv"><code class="xref py py-func docutils literal notranslate"><span class="pre">ratecv()</span></code></a>. The initial call should pass <code class="docutils literal notranslate"><span class="pre">None</span></code> as the state.</p> <p>The <em>weightA</em> and <em>weightB</em> arguments are parameters for a simple digital filter and default to <code class="docutils literal notranslate"><span class="pre">1</span></code> and <code class="docutils literal notranslate"><span class="pre">0</span></code> respectively.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.reverse"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">reverse</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.reverse" title="Permalink to this definition">¶</a></dt> <dd><p>Reverse the samples in a fragment and returns the modified fragment.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.rms"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">rms</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.rms" title="Permalink to this definition">¶</a></dt> <dd><p>Return the root-mean-square of the fragment, i.e. <code class="docutils literal notranslate"><span class="pre">sqrt(sum(S_i^2)/n)</span></code>.</p> <p>This is a measure of the power in an audio signal.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.tomono"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">tomono</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lfactor</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rfactor</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.tomono" title="Permalink to this definition">¶</a></dt> <dd><p>Convert a stereo fragment to a mono fragment. The left channel is multiplied by <em>lfactor</em> and the right channel by <em>rfactor</em> before adding the two channels to give a mono signal.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.tostereo"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">tostereo</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">lfactor</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rfactor</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.tostereo" title="Permalink to this definition">¶</a></dt> <dd><p>Generate a stereo fragment from a mono fragment. Each pair of samples in the stereo fragment are computed from the mono sample, whereby left channel samples are multiplied by <em>lfactor</em> and right channel samples by <em>rfactor</em>.</p> </dd></dl> <dl class="py function"> <dt class="sig sig-object py" id="audioop.ulaw2lin"> <span class="sig-prename descclassname"><span class="pre">audioop.</span></span><span class="sig-name descname"><span class="pre">ulaw2lin</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fragment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">width</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#audioop.ulaw2lin" title="Permalink to this definition">¶</a></dt> <dd><p>Convert sound fragments in u-LAW encoding to linearly encoded sound fragments. u-LAW encoding always uses 8 bits samples, so <em>width</em> refers only to the sample width of the output fragment here.</p> </dd></dl> <p>Note that operations such as <a class="reference internal" href="#audioop.mul" title="audioop.mul"><code class="xref py py-func docutils literal notranslate"><span class="pre">mul()</span></code></a> or <a class="reference internal" href="#audioop.max" title="audioop.max"><code class="xref py py-func docutils literal notranslate"><span class="pre">max()</span></code></a> make no distinction between mono and stereo fragments, i.e. all samples are treated equal. If this is a problem the stereo fragment should be split into two mono fragments first and recombined later. Here is an example of how to do that:</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">mul_stereo</span><span class="p">(</span><span class="n">sample</span><span class="p">,</span> <span class="n">width</span><span class="p">,</span> <span class="n">lfactor</span><span class="p">,</span> <span class="n">rfactor</span><span class="p">):</span> <span class="n">lsample</span> <span class="o">=</span> <span class="n">audioop</span><span class="o">.</span><span class="n">tomono</span><span class="p">(</span><span class="n">sample</span><span class="p">,</span> <span class="n">width</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span> <span class="n">rsample</span> <span class="o">=</span> <span class="n">audioop</span><span class="o">.</span><span class="n">tomono</span><span class="p">(</span><span class="n">sample</span><span class="p">,</span> <span class="n">width</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> <span class="n">lsample</span> <span class="o">=</span> <span class="n">audioop</span><span class="o">.</span><span class="n">mul</span><span class="p">(</span><span class="n">lsample</span><span class="p">,</span> <span class="n">width</span><span class="p">,</span> <span class="n">lfactor</span><span class="p">)</span> <span class="n">rsample</span> <span class="o">=</span> <span class="n">audioop</span><span class="o">.</span><span class="n">mul</span><span class="p">(</span><span class="n">rsample</span><span class="p">,</span> <span class="n">width</span><span class="p">,</span> <span class="n">rfactor</span><span class="p">)</span> <span class="n">lsample</span> <span class="o">=</span> <span class="n">audioop</span><span class="o">.</span><span class="n">tostereo</span><span class="p">(</span><span class="n">lsample</span><span class="p">,</span> <span class="n">width</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span> <span class="n">rsample</span> <span class="o">=</span> <span class="n">audioop</span><span class="o">.</span><span class="n">tostereo</span><span class="p">(</span><span class="n">rsample</span><span class="p">,</span> <span class="n">width</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> <span class="k">return</span> <span class="n">audioop</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">lsample</span><span class="p">,</span> <span class="n">rsample</span><span class="p">,</span> <span class="n">width</span><span class="p">)</span> </pre></div> </div> <p>If you use the ADPCM coder to build network packets and you want your protocol to be stateless (i.e. to be able to tolerate packet loss) you should not only transmit the data but also the state. Note that you should send the <em>initial</em> state (the one you passed to <a class="reference internal" href="#audioop.lin2adpcm" title="audioop.lin2adpcm"><code class="xref py py-func docutils literal notranslate"><span class="pre">lin2adpcm()</span></code></a>) along to the decoder, not the final state (as returned by the coder). If you want to use <a class="reference internal" href="struct.html#struct.Struct" title="struct.Struct"><code class="xref py py-class docutils literal notranslate"><span class="pre">struct.Struct</span></code></a> to store the state in binary you can code the first element (the predicted value) in 16 bits and the second (the delta index) in 8.</p> <p>The ADPCM coders have never been tried against other ADPCM coders, only against themselves. It could well be that I misinterpreted the standards in which case they will not be interoperable with the respective standards.</p> <p>The <code class="xref py py-func docutils literal notranslate"><span class="pre">find*()</span></code> routines might look a bit funny at first sight. They are primarily meant to do echo cancellation. A reasonably fast way to do this is to pick the most energetic piece of the output sample, locate that in the input sample and subtract the whole output sample from the input sample:</p> <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">echocancel</span><span class="p">(</span><span class="n">outputdata</span><span class="p">,</span> <span class="n">inputdata</span><span class="p">):</span> <span class="n">pos</span> <span class="o">=</span> <span class="n">audioop</span><span class="o">.</span><span class="n">findmax</span><span class="p">(</span><span class="n">outputdata</span><span class="p">,</span> <span class="mi">800</span><span class="p">)</span> <span class="c1"># one tenth second</span> <span class="n">out_test</span> <span class="o">=</span> <span class="n">outputdata</span><span class="p">[</span><span class="n">pos</span><span class="o">*</span><span class="mi">2</span><span class="p">:]</span> <span class="n">in_test</span> <span class="o">=</span> <span class="n">inputdata</span><span class="p">[</span><span class="n">pos</span><span class="o">*</span><span class="mi">2</span><span class="p">:]</span> <span class="n">ipos</span><span class="p">,</span> <span class="n">factor</span> <span class="o">=</span> <span class="n">audioop</span><span class="o">.</span><span class="n">findfit</span><span class="p">(</span><span class="n">in_test</span><span class="p">,</span> <span class="n">out_test</span><span class="p">)</span> <span class="c1"># Optional (for better cancellation):</span> <span class="c1"># factor = audioop.findfactor(in_test[ipos*2:ipos*2+len(out_test)],</span> <span class="c1"># out_test)</span> <span class="n">prefill</span> <span class="o">=</span> <span class="s1">'</span><span class="se">\0</span><span class="s1">'</span><span class="o">*</span><span class="p">(</span><span class="n">pos</span><span class="o">+</span><span class="n">ipos</span><span class="p">)</span><span class="o">*</span><span class="mi">2</span> <span class="n">postfill</span> <span class="o">=</span> <span class="s1">'</span><span class="se">\0</span><span class="s1">'</span><span class="o">*</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">inputdata</span><span class="p">)</span><span class="o">-</span><span class="nb">len</span><span class="p">(</span><span class="n">prefill</span><span class="p">)</span><span class="o">-</span><span class="nb">len</span><span class="p">(</span><span class="n">outputdata</span><span class="p">))</span> <span class="n">outputdata</span> <span class="o">=</span> <span class="n">prefill</span> <span class="o">+</span> <span class="n">audioop</span><span class="o">.</span><span class="n">mul</span><span class="p">(</span><span class="n">outputdata</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="o">-</span><span class="n">factor</span><span class="p">)</span> <span class="o">+</span> <span class="n">postfill</span> <span class="k">return</span> <span class="n">audioop</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">inputdata</span><span class="p">,</span> <span class="n">outputdata</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span> </pre></div> </div> </section> <div class="clearer"></div> </div> </div> </div> <div class="sphinxsidebar" role="navigation" aria-label="main navigation"> <div class="sphinxsidebarwrapper"> <h4>Previous topic</h4> <p class="topless"><a href="mm.html" title="previous chapter"><span class="section-number">21. </span>Multimedia Services</a></p> <h4>Next topic</h4> <p class="topless"><a href="imageop.html" title="next chapter"><span class="section-number">21.2. </span><code class="xref py py-mod docutils literal notranslate"><span class="pre">imageop</span></code> — Manipulate raw image 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