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'Make a subview of a parent view for a given subscript key.'
def __init__(self, parent, key):
self.parent = parent self.key = key if isinstance(self.parent, RootView): self.name = '' else: self.name = self.parent.name if (not isinstance(self.key, int)): self.name += '.' if isinstance(self.key, int): self.name += u'#{0}'.format(self.key) elif is...
'If a list has less than 4 items, represent it in inline style (i.e. comma separated, within square brackets).'
def represent_list(self, data):
node = super(Dumper, self).represent_list(data) length = len(data) if ((self.default_flow_style is None) and (length < 4)): node.flow_style = True elif (self.default_flow_style is None): node.flow_style = False return node
'Represent bool as \'yes\' or \'no\' instead of \'true\' or \'false\'.'
def represent_bool(self, data):
if data: value = u'yes' else: value = u'no' return self.represent_scalar('tag:yaml.org,2002:bool', value)
'Represent a None value with nothing instead of \'none\'.'
def represent_none(self, data):
return self.represent_scalar('tag:yaml.org,2002:null', '')
'Create a configuration object by reading the automatically-discovered config files for the application for a given name. If `modname` is specified, it should be the import name of a module whose package will be searched for a default config file. (Otherwise, no defaults are used.) Pass `False` for `read` to disable au...
def __init__(self, appname, modname=None, read=True):
super(Configuration, self).__init__([]) self.appname = appname self.modname = modname self._env_var = '{0}DIR'.format(self.appname.upper()) if read: self.read()
'Points to the location of the user configuration. The file may not exist.'
def user_config_path(self):
return os.path.join(self.config_dir(), CONFIG_FILENAME)
'Add the configuration options from the YAML file in the user\'s configuration directory (given by `config_dir`) if it exists.'
def _add_user_source(self):
filename = self.user_config_path() if os.path.isfile(filename): self.add(ConfigSource((load_yaml(filename) or {}), filename))
'Add the package\'s default configuration settings. This looks for a YAML file located inside the package for the module `modname` if it was given.'
def _add_default_source(self):
if self.modname: pkg_path = _package_path(self.modname) if pkg_path: filename = os.path.join(pkg_path, DEFAULT_FILENAME) if os.path.isfile(filename): self.add(ConfigSource(load_yaml(filename), filename, True))
'Find and read the files for this configuration and set them as the sources for this configuration. To disable either discovered user configuration files or the in-package defaults, set `user` or `defaults` to `False`.'
def read(self, user=True, defaults=True):
if user: self._add_user_source() if defaults: self._add_default_source()
'Get the path to the user configuration directory. The directory is guaranteed to exist as a postcondition (one may be created if none exist). If the application\'s ``...DIR`` environment variable is set, it is used as the configuration directory. Otherwise, platform-specific standard configuration locations are search...
def config_dir(self):
if (self._env_var in os.environ): appdir = os.environ[self._env_var] appdir = os.path.abspath(os.path.expanduser(appdir)) if os.path.isfile(appdir): raise ConfigError(u'{0} must be a directory'.format(self._env_var)) else: for confdir in config_dirs(): ...
'Parses the file as YAML and inserts it into the configuration sources with highest priority.'
def set_file(self, filename):
filename = os.path.abspath(filename) self.set(ConfigSource(load_yaml(filename), filename))
'Dump the Configuration object to a YAML file. The order of the keys is determined from the default configuration file. All keys not in the default configuration will be appended to the end of the file. :param filename: The file to dump the configuration to, or None if the YAML string should be returned instead :type ...
def dump(self, full=True, redact=False):
if full: out_dict = self.flatten(redact=redact) else: sources = [s for s in self.sources if (not s.default)] temp_root = RootView(sources) temp_root.redactions = self.redactions out_dict = temp_root.flatten(redact=redact) yaml_out = yaml.dump(out_dict, Dumper=Dumper, ...
'Remove all sources from this configuration.'
def clear(self):
super(LazyConfig, self).clear() self._lazy_suffix = [] self._lazy_prefix = []
'Create a template with a given default value. If `default` is the sentinel `REQUIRED` (as it is by default), then an error will be raised when a value is missing. Otherwise, missing values will instead return `default`.'
def __init__(self, default=REQUIRED):
self.default = default
'Invoking a template on a view gets the view\'s value according to the template.'
def __call__(self, view):
return self.value(view, self)
'Get the value for a `ConfigView`. May raise a `NotFoundError` if the value is missing (and the template requires it) or a `ConfigValueError` for invalid values.'
def value(self, view, template=None):
if view.exists(): (value, _) = view.first() return self.convert(value, view) elif (self.default is REQUIRED): raise NotFoundError(u'{0} not found'.format(view.name)) else: return self.default
'Convert the YAML-deserialized value to a value of the desired type. Subclasses should override this to provide useful conversions. May raise a `ConfigValueError` when the configuration is wrong.'
def convert(self, value, view):
return value
'Raise an exception indicating that a value cannot be accepted. `type_error` indicates whether the error is due to a type mismatch rather than a malformed value. In this case, a more specific exception is raised.'
def fail(self, message, view, type_error=False):
exc_class = (ConfigTypeError if type_error else ConfigValueError) raise exc_class(u'{0}: {1}'.format(view.name, message))
'Check that the value is an integer. Floats are rounded.'
def convert(self, value, view):
if isinstance(value, int): return value elif isinstance(value, float): return int(value) else: self.fail(u'must be a number', view, True)
'Check that the value is an int or a float.'
def convert(self, value, view):
if isinstance(value, NUMERIC_TYPES): return value else: self.fail(u'must be numeric, not {0}'.format(type(value).__name__), view, True)
'Create a template according to a dict (mapping). The mapping\'s values should themselves either be Types or convertible to Types.'
def __init__(self, mapping):
subtemplates = {} for (key, typ) in mapping.items(): subtemplates[key] = as_template(typ) self.subtemplates = subtemplates
'Get a dict with the same keys as the template and values validated according to the value types.'
def value(self, view, template=None):
out = AttrDict() for (key, typ) in self.subtemplates.items(): out[key] = typ.value(view[key], self) return out
'Create a template with the added optional `pattern` argument, a regular expression string that the value should match.'
def __init__(self, default=REQUIRED, pattern=None):
super(String, self).__init__(default) self.pattern = pattern if pattern: self.regex = re.compile(pattern)
'Check that the value is a string and matches the pattern.'
def convert(self, value, view):
if isinstance(value, BASESTRING): if (self.pattern and (not self.regex.match(value))): self.fail(u'must match the pattern {0}'.format(self.pattern), view) return value else: self.fail(u'must be a string', view, True)
'Create a template that validates any of the values from the iterable `choices`. If `choices` is a map, then the corresponding value is emitted. Otherwise, the value itself is emitted.'
def __init__(self, choices):
self.choices = choices
'Ensure that the value is among the choices (and remap if the choices are a mapping).'
def convert(self, value, view):
if (value not in self.choices): self.fail(u'must be one of {0}, not {1}'.format(repr(list(self.choices)), repr(value)), view) if isinstance(self.choices, collections.Mapping): return self.choices[value] else: return value
'Ensure that the value follows at least one template.'
def convert(self, value, view):
is_mapping = isinstance(self.template, MappingTemplate) for candidate in self.allowed: try: if is_mapping: if (isinstance(candidate, Filename) and candidate.relative_to): next_template = candidate.template_with_relatives(view, self.template) ...
'Create a new template. `split` indicates whether, when the underlying value is a single string, it should be split on whitespace. Otherwise, the resulting value is a list containing a single string.'
def __init__(self, split=True):
super(StrSeq, self).__init__() self.split = split
'`relative_to` is the name of a sibling value that is being validated at the same time. `in_app_dir` indicates whether the path should be resolved inside the application\'s config directory (even when the setting does not come from a file).'
def __init__(self, default=REQUIRED, cwd=None, relative_to=None, in_app_dir=False):
super(Filename, self).__init__(default) self.cwd = cwd self.relative_to = relative_to self.in_app_dir = in_app_dir
'Create a template that checks that the value is an instance of `typ`.'
def __init__(self, typ, default=REQUIRED):
super(TypeTemplate, self).__init__(default) self.typ = typ
'Create a resizer object with an inferred method.'
def __init__(self):
self.method = self._check_method() log.debug(u'artresizer: method is {0}', self.method) self.can_compare = self._can_compare()
'Manipulate an image file according to the method, returning a new path. For PIL or IMAGEMAGIC methods, resizes the image to a temporary file. For WEBPROXY, returns `path_in` unmodified.'
def resize(self, maxwidth, path_in, path_out=None):
if self.local: func = BACKEND_FUNCS[self.method[0]] return func(maxwidth, path_in, path_out) else: return path_in
'Modifies an image URL according the method, returning a new URL. For WEBPROXY, a URL on the proxy server is returned. Otherwise, the URL is returned unmodified.'
def proxy_url(self, maxwidth, url):
if self.local: return url else: return resize_url(url, maxwidth)
'A boolean indicating whether the resizing method is performed locally (i.e., PIL or ImageMagick).'
@property def local(self):
return (self.method[0] in BACKEND_FUNCS)
'Return the size of an image file as an int couple (width, height) in pixels. Only available locally'
def get_size(self, path_in):
if self.local: func = BACKEND_GET_SIZE[self.method[0]] return func(path_in)
'A boolean indicating whether image comparison is available'
def _can_compare(self):
return ((self.method[0] == IMAGEMAGICK) and (self.method[1] > (6, 8, 7)))
'Return a tuple indicating an available method and its version.'
@staticmethod def _check_method():
version = get_im_version() if version: return (IMAGEMAGICK, version) version = get_pil_version() if version: return (PIL, version) return (WEBPROXY, 0)
'Evaluate the symbol in the environment, returning a Unicode string.'
def evaluate(self, env):
if (self.ident in env.values): return env.values[self.ident] else: return self.original
'Compile the variable lookup.'
def translate(self):
if six.PY2: ident = self.ident.encode('utf-8') else: ident = self.ident expr = ex_rvalue((VARIABLE_PREFIX + ident)) return ([expr], set([ident]), set())
'Evaluate the function call in the environment, returning a Unicode string.'
def evaluate(self, env):
if (self.ident in env.functions): arg_vals = [expr.evaluate(env) for expr in self.args] try: out = env.functions[self.ident](*arg_vals) except Exception as exc: return (u'<%s>' % six.text_type(exc)) return six.text_type(out) else: return self.origi...
'Compile the function call.'
def translate(self):
varnames = set() if six.PY2: ident = self.ident.encode('utf-8') else: ident = self.ident funcnames = set([ident]) arg_exprs = [] for arg in self.args: (subexprs, subvars, subfuncs) = arg.translate() varnames.update(subvars) funcnames.update(subfuncs) ...
'Evaluate the entire expression in the environment, returning a Unicode string.'
def evaluate(self, env):
out = [] for part in self.parts: if isinstance(part, six.string_types): out.append(part) else: out.append(part.evaluate(env)) return u''.join(map(six.text_type, out))
'Compile the expression to a list of Python AST expressions, a set of variable names used, and a set of function names.'
def translate(self):
expressions = [] varnames = set() funcnames = set() for part in self.parts: if isinstance(part, six.string_types): expressions.append(ex_literal(part)) else: (e, v, f) = part.translate() expressions.extend(e) varnames.update(v) ...
'Create a new parser. :param in_arguments: boolean that indicates the parser is to be used for parsing function arguments, ie. considering commas (`ARG_SEP`) a special character'
def __init__(self, string, in_argument=False):
self.string = string self.in_argument = in_argument self.pos = 0 self.parts = []
'Parse a template expression starting at ``pos``. Resulting components (Unicode strings, Symbols, and Calls) are added to the ``parts`` field, a list. The ``pos`` field is updated to be the next character after the expression.'
def parse_expression(self):
extra_special_chars = () special_char_re = self.special_char_re if self.in_argument: extra_special_chars = (ARG_SEP,) special_char_re = re.compile(('[%s]|\\Z' % u''.join((re.escape(c) for c in (self.special_chars + extra_special_chars))))) text_parts = [] while (self.pos < len(self.s...
'Parse a variable reference (like ``$foo`` or ``${foo}``) starting at ``pos``. Possibly appends a Symbol object (or, failing that, text) to the ``parts`` field and updates ``pos``. The character at ``pos`` must, as a precondition, be ``$``.'
def parse_symbol(self):
assert (self.pos < len(self.string)) assert (self.string[self.pos] == SYMBOL_DELIM) if (self.pos == (len(self.string) - 1)): self.parts.append(SYMBOL_DELIM) self.pos += 1 return next_char = self.string[(self.pos + 1)] start_pos = self.pos self.pos += 1 if (next_char =...
'Parse a function call (like ``%foo{bar,baz}``) starting at ``pos``. Possibly appends a Call object to ``parts`` and update ``pos``. The character at ``pos`` must be ``%``.'
def parse_call(self):
assert (self.pos < len(self.string)) assert (self.string[self.pos] == FUNC_DELIM) start_pos = self.pos self.pos += 1 ident = self._parse_ident() if (not ident): self.parts.append(FUNC_DELIM) return if (self.pos >= len(self.string)): self.parts.append(self.string[start...
'Parse a list of arguments starting at ``pos``, returning a list of Expression objects. Does not modify ``parts``. Should leave ``pos`` pointing to a } character or the end of the string.'
def parse_argument_list(self):
expressions = [] while (self.pos < len(self.string)): subparser = Parser(self.string[self.pos:], in_argument=True) subparser.parse_expression() expressions.append(Expression(subparser.parts)) self.pos += subparser.pos if ((self.pos >= len(self.string)) or (self.string[sel...
'Parse an identifier and return it (possibly an empty string). Updates ``pos``.'
def _parse_ident(self):
remainder = self.string[self.pos:] ident = re.match('\\w*', remainder).group(0) self.pos += len(ident) return ident
'Like `substitute`, but forces the interpreter (rather than the compiled version) to be used. The interpreter includes exception-handling code for missing variables and buggy template functions but is much slower.'
def interpret(self, values={}, functions={}):
return self.expr.evaluate(Environment(values, functions))
'Evaluate the template given the values and functions.'
def substitute(self, values={}, functions={}):
try: res = self.compiled(values, functions) except Exception: res = self.interpret(values, functions) return res
'Compile the template to a Python function.'
def translate(self):
(expressions, varnames, funcnames) = self.expr.translate() argnames = [] for varname in varnames: argnames.append((VARIABLE_PREFIX + varname)) for funcname in funcnames: argnames.append((FUNCTION_PREFIX + funcname)) func = compile_func(argnames, [ast.Return(ast.List(expressions, ast....
'Create a basic storage strategy. Parameters: - `key`: The key on the Mutagen file object used to access the field\'s data. - `as_type`: The Python type that the value is stored as internally (`unicode`, `int`, `bool`, or `bytes`). - `suffix`: When `as_type` is a string type, append this before storing the value. - `fl...
def __init__(self, key, as_type=six.text_type, suffix=None, float_places=2):
self.key = key self.as_type = as_type self.suffix = suffix self.float_places = float_places if (self.suffix and (self.as_type is six.text_type) and (not isinstance(self.suffix, six.text_type))): self.suffix = self.suffix.decode('utf-8')
'Get the value for the field using this style.'
def get(self, mutagen_file):
return self.deserialize(self.fetch(mutagen_file))
'Retrieve the raw value of for this tag from the Mutagen file object.'
def fetch(self, mutagen_file):
try: return mutagen_file[self.key][0] except (KeyError, IndexError): return None
'Given a raw value stored on a Mutagen object, decode and return the represented value.'
def deserialize(self, mutagen_value):
if (self.suffix and isinstance(mutagen_value, six.text_type) and mutagen_value.endswith(self.suffix)): return mutagen_value[:(- len(self.suffix))] else: return mutagen_value
'Assign the value for the field using this style.'
def set(self, mutagen_file, value):
self.store(mutagen_file, self.serialize(value))
'Store a serialized value in the Mutagen file object.'
def store(self, mutagen_file, value):
mutagen_file[self.key] = [value]
'Convert the external Python value to a type that is suitable for storing in a Mutagen file object.'
def serialize(self, value):
if (isinstance(value, float) and (self.as_type is six.text_type)): value = u'{0:.{1}f}'.format(value, self.float_places) value = self.as_type(value) elif (self.as_type is six.text_type): if isinstance(value, bool): value = six.text_type(int(bool(value))) elif isinstan...
'Remove the tag from the file.'
def delete(self, mutagen_file):
if (self.key in mutagen_file): del mutagen_file[self.key]
'Get the first value in the field\'s value list.'
def get(self, mutagen_file):
try: return self.get_list(mutagen_file)[0] except IndexError: return None
'Get a list of all values for the field using this style.'
def get_list(self, mutagen_file):
return [self.deserialize(item) for item in self.fetch(mutagen_file)]
'Get the list of raw (serialized) values.'
def fetch(self, mutagen_file):
try: return mutagen_file[self.key] except KeyError: return []
'Set an individual value as the only value for the field using this style.'
def set(self, mutagen_file, value):
self.set_list(mutagen_file, [value])
'Set all values for the field using this style. `values` should be an iterable.'
def set_list(self, mutagen_file, values):
self.store(mutagen_file, [self.serialize(value) for value in values])
'Set the list of all raw (serialized) values for this field.'
def store(self, mutagen_file, values):
mutagen_file[self.key] = values
'Create a new ID3 storage style. `id3_lang` is the value for the language field of newly created frames.'
def __init__(self, key, id3_lang=None, **kwargs):
self.id3_lang = id3_lang super(MP3StorageStyle, self).__init__(key, **kwargs)
'Convert APIC frame into Image.'
def deserialize(self, apic_frame):
return Image(data=apic_frame.data, desc=apic_frame.desc, type=apic_frame.type)
'Return an APIC frame populated with data from ``image``.'
def serialize(self, image):
assert isinstance(image, Image) frame = mutagen.id3.Frames[self.key]() frame.data = image.data frame.mime = image.mime_type frame.desc = (image.desc or u'') try: frame.desc.encode('latin-1') except UnicodeEncodeError: frame.encoding = mutagen.id3.Encoding.UTF16 else: ...
'Turn a Image into a base64 encoded FLAC picture block.'
def serialize(self, image):
pic = mutagen.flac.Picture() pic.data = image.data pic.type = image.type_index pic.mime = image.mime_type pic.desc = (image.desc or u'') return base64.b64encode(pic.write()).decode('ascii')
'``pictures`` is a list of mutagen.flac.Picture instances.'
def store(self, mutagen_file, pictures):
mutagen_file.clear_pictures() for pic in pictures: mutagen_file.add_picture(pic)
'Turn a Image into a mutagen.flac.Picture.'
def serialize(self, image):
pic = mutagen.flac.Picture() pic.data = image.data pic.type = image.type_index pic.mime = image.mime_type pic.desc = (image.desc or u'') return pic
'Remove all images from the file.'
def delete(self, mutagen_file):
mutagen_file.clear_pictures()
'Remove all images from the file.'
def delete(self, mutagen_file):
for cover_tag in self.TAG_NAMES.values(): try: del mutagen_file[cover_tag] except KeyError: pass
'Creates a new MediaField. :param styles: `StorageStyle` instances that describe the strategy for reading and writing the field in particular formats. There must be at least one style for each possible file format. :param out_type: the type of the value that should be returned when getting this property.'
def __init__(self, *styles, **kwargs):
self.out_type = kwargs.get('out_type', six.text_type) self._styles = styles
'Yields the list of storage styles of this field that can handle the MediaFile\'s format.'
def styles(self, mutagen_file):
for style in self._styles: if (mutagen_file.__class__.__name__ in style.formats): (yield style)
'Get an appropriate "null" value for this field\'s type. This is used internally when setting the field to None.'
def _none_value(self):
if (self.out_type == int): return 0 elif (self.out_type == float): return 0.0 elif (self.out_type == bool): return False elif (self.out_type == six.text_type): return u''
'Returns a ``MediaField`` descriptor that gets and sets the first item.'
def single_field(self):
options = {'out_type': self.out_type} return MediaField(*self._styles, **options)
'``date_styles`` is a list of ``StorageStyle``s to store and retrieve the whole date from. The ``year`` option is an additional list of fallback styles for the year. The year is always set on this style, but is only retrieved if the main storage styles do not return a value.'
def __init__(self, *date_styles, **kwargs):
super(DateField, self).__init__(*date_styles) year_style = kwargs.get('year', None) if year_style: self._year_field = MediaField(*year_style)
'Get a 3-item sequence representing the date consisting of a year, month, and day number. Each number is either an integer or None.'
def _get_date_tuple(self, mediafile):
datestring = super(DateField, self).__get__(mediafile, None) if isinstance(datestring, six.string_types): datestring = re.sub('[Tt ].*$', '', six.text_type(datestring)) items = re.split('[-/]', six.text_type(datestring)) else: items = [] items = items[:3] if (len(items) < ...
'Set the value of the field given a year, month, and day number. Each number can be an integer or None to indicate an unset component.'
def _set_date_tuple(self, mediafile, year, month=None, day=None):
if (year is None): self.__delete__(mediafile) return date = [u'{0:04d}'.format(int(year))] if month: date.append(u'{0:02d}'.format(int(month))) if (month and day): date.append(u'{0:02d}'.format(int(day))) date = map(six.text_type, date) super(DateField, self).__se...
'Constructs a new `MediaFile` reflecting the file at path. May throw `UnreadableFileError`. By default, MP3 files are saved with ID3v2.4 tags. You can use the older ID3v2.3 standard by specifying the `id3v23` option.'
def __init__(self, path, id3v23=False):
self.path = path self.mgfile = mutagen_call('open', path, mutagen.File, path) if (self.mgfile is None): raise FileTypeError(path) elif ((type(self.mgfile).__name__ == 'M4A') or (type(self.mgfile).__name__ == 'MP4')): info = self.mgfile.info if (info.codec and info.codec.startswit...
'Write the object\'s tags back to the file. May throw `UnreadableFileError`.'
def save(self):
kwargs = {} if self.id3v23: id3 = self.mgfile if hasattr(id3, 'tags'): id3 = id3.tags id3.update_to_v23() kwargs['v2_version'] = 3 mutagen_call('save', self.path, self.mgfile.save, **kwargs)
'Remove the current metadata tag from the file. May throw `UnreadableFileError`.'
def delete(self):
mutagen_call('delete', self.path, self.mgfile.delete)
'Get the names of all writable properties that reflect metadata tags (i.e., those that are instances of :class:`MediaField`).'
@classmethod def fields(cls):
for (property, descriptor) in cls.__dict__.items(): if isinstance(descriptor, MediaField): if isinstance(property, bytes): (yield property.decode('utf8', 'ignore')) else: (yield property)
'Get a sort key for a field name that determines the order fields should be written in. Fields names are kept unchanged, unless they are instances of :class:`DateItemField`, in which case `year`, `month`, and `day` are replaced by `date0`, `date1`, and `date2`, respectively, to make them appear in that order.'
@classmethod def _field_sort_name(cls, name):
if isinstance(cls.__dict__[name], DateItemField): name = re.sub('year', 'date0', name) name = re.sub('month', 'date1', name) name = re.sub('day', 'date2', name) return name
'Get the names of all writable metadata fields, sorted in the order that they should be written. This is a lexicographic order, except for instances of :class:`DateItemField`, which are sorted in year-month-day order.'
@classmethod def sorted_fields(cls):
for property in sorted(cls.fields(), key=cls._field_sort_name): (yield property)
'Get all metadata fields: the writable ones from :meth:`fields` and also other audio properties.'
@classmethod def readable_fields(cls):
for property in cls.fields(): (yield property) for property in ('length', 'samplerate', 'bitdepth', 'bitrate', 'channels', 'format'): (yield property)
'Add a field to store custom tags. :param name: the name of the property the field is accessed through. It must not already exist on this class. :param descriptor: an instance of :class:`MediaField`.'
@classmethod def add_field(cls, name, descriptor):
if (not isinstance(descriptor, MediaField)): raise ValueError(u'{0} must be an instance of MediaField'.format(descriptor)) if (name in cls.__dict__): raise ValueError(u'property "{0}" already exists on MediaField'.format(name)) setattr(cls, name, descriptor)
'Set all field values from a dictionary. For any key in `dict` that is also a field to store tags the method retrieves the corresponding value from `dict` and updates the `MediaFile`. If a key has the value `None`, the corresponding property is deleted from the `MediaFile`.'
def update(self, dict):
for field in self.sorted_fields(): if (field in dict): if (dict[field] is None): delattr(self, field) else: setattr(self, field, dict[field])
'The duration of the audio in seconds (a float).'
@property def length(self):
return self.mgfile.info.length
'The audio\'s sample rate (an int).'
@property def samplerate(self):
if hasattr(self.mgfile.info, 'sample_rate'): return self.mgfile.info.sample_rate elif (self.type == 'opus'): return 48000 return 0
'The number of bits per sample in the audio encoding (an int). Only available for certain file formats (zero where unavailable).'
@property def bitdepth(self):
if hasattr(self.mgfile.info, 'bits_per_sample'): return self.mgfile.info.bits_per_sample return 0
'The number of channels in the audio (an int).'
@property def channels(self):
if hasattr(self.mgfile.info, 'channels'): return self.mgfile.info.channels return 0
'The number of bits per seconds used in the audio coding (an int). If this is provided explicitly by the compressed file format, this is a precise reflection of the encoding. Otherwise, it is estimated from the on-disk file size. In this case, some imprecision is possible because the file header is incorporated in the ...
@property def bitrate(self):
if (hasattr(self.mgfile.info, 'bitrate') and self.mgfile.info.bitrate): return self.mgfile.info.bitrate else: if (not self.length): return 0 size = os.path.getsize(self.path) return int(((size * 8) / self.length))
'A string describing the file format/codec.'
@property def format(self):
return TYPES[self.type]
'Randomly permute the training roidb.'
def _shuffle_roidb_inds(self):
self._perm = np.random.permutation(np.arange(len(self._roidb))) self._cur = 0
'Return the roidb indices for the next minibatch.'
def _get_next_minibatch_inds(self):
if ((self._cur + cfg.TRAIN.IMS_PER_BATCH) >= len(self._roidb)): self._shuffle_roidb_inds() db_inds = self._perm[self._cur:(self._cur + cfg.TRAIN.IMS_PER_BATCH)] self._cur += cfg.TRAIN.IMS_PER_BATCH "\n # sample images with gt objects\n ...
'Return the blobs to be used for the next minibatch.'
def _get_next_minibatch(self):
db_inds = self._get_next_minibatch_inds() minibatch_db = [self._roidb[i] for i in db_inds] return get_minibatch(minibatch_db, self._num_classes)
'Set the roidb to be used by this layer during training.'
def set_roidb(self, roidb):
self._roidb = roidb self._shuffle_roidb_inds()