kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def get_image_layer(self, image_id): """GET /v1/images/(image_id)/json""" return self._http_call(self.IMAGE_JSON, get, image_id=image_id)	[ "def", "get_image_layer", "(", "self", ",", "image_id", ")", ":", "return", "self", ".", "_http_call", "(", "self", ".", "IMAGE_JSON", ",", "get", ",", "image_id", "=", "image_id", ")" ]	50.333333	11.666667
def _GetKeyFlagsForModule(self, module): """Returns the list of key flags for a module. Args: module: A module object or a module name (a string) Returns: A new list of Flag objects. Caller may update this list as he wishes: none of those changes will affect the internals of this ...	[ "def", "_GetKeyFlagsForModule", "(", "self", ",", "module", ")", ":", "if", "not", "isinstance", "(", "module", ",", "str", ")", ":", "module", "=", "module", ".", "__name__", "# Any flag is a key flag for the module that defined it. NOTE:", "# key_flags is a fresh lis...	35.166667	20.291667
def include_items(items, any_all=any, ignore_case=False, normalize_values=False, **kwargs): """Include items by matching metadata. Note: Metadata values are lowercased when ``normalized_values`` is ``True``, so ``ignore_case`` is automatically set to ``True``. Parameters: items (list): A list of item dicts o...	[ "def", "include_items", "(", "items", ",", "any_all", "=", "any", ",", "ignore_case", "=", "False", ",", "normalize_values", "=", "False", ",", "", "", "kwargs", ")", ":", "if", "kwargs", ":", "match", "=", "functools", ".", "partial", "(", "_match_ite...	35.393939	29.787879
def trigger_update(self, trigger_parent=True): """ Update the model from the current state. Make sure that updates are on, otherwise this method will do nothing :param bool trigger_parent: Whether to trigger the parent, after self has updated """ if not self.upda...	[ "def", "trigger_update", "(", "self", ",", "trigger_parent", "=", "True", ")", ":", "if", "not", "self", ".", "update_model", "(", ")", "or", "(", "hasattr", "(", "self", ",", "\"_in_init_\"", ")", "and", "self", ".", "_in_init_", ")", ":", "#print \"War...	43.75	20.583333
def convert_tdc_to_channel(channel): ''' Converts TDC words at a given channel to common TDC header (0x4). ''' def f(value): filter_func = logical_and(is_tdc_word, is_tdc_from_channel(channel)) select = filter_func(value) value[select] = np.bitwise_and(value[select], 0x0FFFFFFF...	[ "def", "convert_tdc_to_channel", "(", "channel", ")", ":", "def", "f", "(", "value", ")", ":", "filter_func", "=", "logical_and", "(", "is_tdc_word", ",", "is_tdc_from_channel", "(", "channel", ")", ")", "select", "=", "filter_func", "(", "value", ")", "valu...	43.272727	22.909091
def set_ip(self, ip): """Change the current IP.""" self.set(ip=ip, netmask=self._nm)	[ "def", "set_ip", "(", "self", ",", "ip", ")", ":", "self", ".", "set", "(", "ip", "=", "ip", ",", "netmask", "=", "self", ".", "_nm", ")" ]	32.666667	6.666667
def evaluate(contents, jsonnet_library_paths=None): ''' Evaluate a jsonnet input string. contents Raw jsonnet string to evaluate. jsonnet_library_paths List of jsonnet library paths. ''' if not jsonnet_library_paths: jsonnet_library_paths = __salt__['config.option']( ...	[ "def", "evaluate", "(", "contents", ",", "jsonnet_library_paths", "=", "None", ")", ":", "if", "not", "jsonnet_library_paths", ":", "jsonnet_library_paths", "=", "__salt__", "[", "'config.option'", "]", "(", "'jsonnet.library_paths'", ",", "[", "'.'", "]", ")", ...	29.55	17.65
def download_file(self, file_id, dest_file_path, progress_callback=None, chunk_size=102410241): """Download a file. The whole file is never loaded in memory. The callback(transferred, total) to let you know the download progress. ...	[ "def", "download_file", "(", "self", ",", "file_id", ",", "dest_file_path", ",", "progress_callback", "=", "None", ",", "chunk_size", "=", "1024", "", "1024", "", "1", ")", ":", "with", "open", "(", "dest_file_path", ",", "'wb'", ")", "as", "fp", ":", ...	39.403846	22.826923
def showGrid( self ): """ Returns whether or not this delegate should draw its grid lines. :return <bool> """ delegate = self.itemDelegate() if ( isinstance(delegate, XTreeWidgetDelegate) ): return delegate.showGrid() return False	[ "def", "showGrid", "(", "self", ")", ":", "delegate", "=", "self", ".", "itemDelegate", "(", ")", "if", "(", "isinstance", "(", "delegate", ",", "XTreeWidgetDelegate", ")", ")", ":", "return", "delegate", ".", "showGrid", "(", ")", "return", "False" ]	31.1	13.5
def brcktd(number, end1, end2): """ Bracket a number. That is, given a number and an acceptable interval, make sure that the number is contained in the interval. (If the number is already in the interval, leave it alone. If not, set it to the nearest endpoint of the interval.) http://naif.jpl.n...	[ "def", "brcktd", "(", "number", ",", "end1", ",", "end2", ")", ":", "number", "=", "ctypes", ".", "c_double", "(", "number", ")", "end1", "=", "ctypes", ".", "c_double", "(", "end1", ")", "end2", "=", "ctypes", ".", "c_double", "(", "end2", ")", "r...	36.318182	16.590909
def playlist_detail(self, playlist_id): """获取歌单详情如果歌单歌曲数超过 100 时，该接口的 songs 字段不会包含所有歌曲，但是它有个 allSongs 字段，会包含所有歌曲的 ID。 """ action = 'mtop.alimusic.music.list.collectservice.getcollectdetail' payload = {'listId': playlist_id} code, msg, rv = self.request(action, ...	[ "def", "playlist_detail", "(", "self", ",", "playlist_id", ")", ":", "action", "=", "'mtop.alimusic.music.list.collectservice.getcollectdetail'", "payload", "=", "{", "'listId'", ":", "playlist_id", "}", "code", ",", "msg", ",", "rv", "=", "self", ".", "request", ...	37	10.8
def p_ExtendedAttributeArgList(p): """ExtendedAttributeArgList : IDENTIFIER "(" ArgumentList ")" """ p[0] = model.ExtendedAttribute( value=model.ExtendedAttributeValue(name=p[1], arguments=p[3]))	[ "def", "p_ExtendedAttributeArgList", "(", "p", ")", ":", "p", "[", "0", "]", "=", "model", ".", "ExtendedAttribute", "(", "value", "=", "model", ".", "ExtendedAttributeValue", "(", "name", "=", "p", "[", "1", "]", ",", "arguments", "=", "p", "[", "3", ...	40.2	7.8
def weighted_average(rule, artifact): """Evaluate artifact's value to be weighted average of values returned by rule's subrules. """ e = 0 w = 0 for i in range(len(rule.R)): r = rule.R[i](artifact) if r is not None: e += r * rule.W[i] w += abs(rule.W[i]) ...	[ "def", "weighted_average", "(", "rule", ",", "artifact", ")", ":", "e", "=", "0", "w", "=", "0", "for", "i", "in", "range", "(", "len", "(", "rule", ".", "R", ")", ")", ":", "r", "=", "rule", ".", "R", "[", "i", "]", "(", "artifact", ")", "...	25.571429	14.714286
def X_more(self): """Zoom in on the x-axis.""" if self.parent.value('window_length') < 0.3: return self.parent.value('window_length', self.parent.value('window_length') * 2) self.parent.overview.update_position()	[ "def", "X_more", "(", "self", ")", ":", "if", "self", ".", "parent", ".", "value", "(", "'window_length'", ")", "<", "0.3", ":", "return", "self", ".", "parent", ".", "value", "(", "'window_length'", ",", "self", ".", "parent", ".", "value", "(", "'w...	39.428571	12.857143
def parse_obj(o): """ Parses a given dictionary with the key being the OBD PID and the value its returned value by the OBD interface :param dict o: :return: """ r = {} for k, v in o.items(): if is_unable_to_connect(v): r[k] = None try: r[k] = pars...	[ "def", "parse_obj", "(", "o", ")", ":", "r", "=", "{", "}", "for", "k", ",", "v", "in", "o", ".", "items", "(", ")", ":", "if", "is_unable_to_connect", "(", "v", ")", ":", "r", "[", "k", "]", "=", "None", "try", ":", "r", "[", "k", "]", "...	24.941176	19.058824
async def create_stream_player(self, url, opts=ydl_opts): """Creates a streamer that plays from a URL""" self.current_download_elapsed = 0 self.streamer = await self.vclient.create_ytdl_player(url, ytdl_options=opts, after=self.vafter_ts) self.state = "ready" await self.setup_s...	[ "async", "def", "create_stream_player", "(", "self", ",", "url", ",", "opts", "=", "ydl_opts", ")", ":", "self", ".", "current_download_elapsed", "=", "0", "self", ".", "streamer", "=", "await", "self", ".", "vclient", ".", "create_ytdl_player", "(", "url", ...	43.1	26.1
def get_window(): """Get IDA's top level window.""" tform = idaapi.get_current_tform() # Required sometimes when closing IDBs and not IDA. if not tform: tform = idaapi.find_tform("Output window") widget = form_to_widget(tform) window = widget.window() return window	[ "def", "get_window", "(", ")", ":", "tform", "=", "idaapi", ".", "get_current_tform", "(", ")", "# Required sometimes when closing IDBs and not IDA.", "if", "not", "tform", ":", "tform", "=", "idaapi", ".", "find_tform", "(", "\"Output window\"", ")", "widget", "=...	26.636364	17.636364
def File(self, name, directory=None, create=1): """ Create `SCons.Node.FS.File` """ return self._create_node(name, self.env.fs.File, directory, create)	[ "def", "File", "(", "self", ",", "name", ",", "directory", "=", "None", ",", "create", "=", "1", ")", ":", "return", "self", ".", "_create_node", "(", "name", ",", "self", ".", "env", ".", "fs", ".", "File", ",", "directory", ",", "create", ")" ]	55	14
def register_activity_type(domain=None, name=None, version=None, description=None, defaultTaskStartToCloseTimeout=None, defaultTaskHeartbeatTimeout=None, defaultTaskList=None, defaultTaskPriority=None, defaultTaskScheduleToStartTimeout=None, defaultTaskScheduleToCloseTimeout=None): """ Registers a new activity ...	[ "def", "register_activity_type", "(", "domain", "=", "None", ",", "name", "=", "None", ",", "version", "=", "None", ",", "description", "=", "None", ",", "defaultTaskStartToCloseTimeout", "=", "None", ",", "defaultTaskHeartbeatTimeout", "=", "None", ",", "defaul...	78.466102	68.90678
def p_array(self,t): """expression : '{' commalist '}' \| kw_array '[' commalist ']' """ if len(t)==4: t[0] = ArrayLit(t[2].children) elif len(t)==5: t[0] = ArrayLit(t[3].children) else: raise NotImplementedError('unk_len',len(t)) # pragma: no cover	[ "def", "p_array", "(", "self", ",", "t", ")", ":", "if", "len", "(", "t", ")", "==", "4", ":", "t", "[", "0", "]", "=", "ArrayLit", "(", "t", "[", "2", "]", ".", "children", ")", "elif", "len", "(", "t", ")", "==", "5", ":", "t", "[", "...	40	10.857143
def create_lifetime_chart(self, classname, filename=''): """ Create chart that depicts the lifetime of the instance registered with `classname`. The output is written to `filename`. """ try: from pylab import figure, title, xlabel, ylabel, plot, savefig except...	[ "def", "create_lifetime_chart", "(", "self", ",", "classname", ",", "filename", "=", "''", ")", ":", "try", ":", "from", "pylab", "import", "figure", ",", "title", ",", "xlabel", ",", "ylabel", ",", "plot", ",", "savefig", "except", "ImportError", ":", "...	31.625	16.5
def arduino_default_path(): """platform specific default root path.""" if sys.platform == 'darwin': s = path('/Applications/Arduino.app/Contents/Resources/Java') elif sys.platform == 'win32': s = None else: s = path('/usr/share/arduino/') return s	[ "def", "arduino_default_path", "(", ")", ":", "if", "sys", ".", "platform", "==", "'darwin'", ":", "s", "=", "path", "(", "'/Applications/Arduino.app/Contents/Resources/Java'", ")", "elif", "sys", ".", "platform", "==", "'win32'", ":", "s", "=", "None", "else"...	31.444444	15.666667
def prefix_with_ns_if_necessary(name, name_ns, source_ns): # type: (typing.Text, ApiNamespace, ApiNamespace) -> typing.Text """ Returns a name that can be used to reference `name` in namespace `name_ns` from `source_ns`. If `source_ns` and `name_ns` are the same, that's just `name`. Otherwise i...	[ "def", "prefix_with_ns_if_necessary", "(", "name", ",", "name_ns", ",", "source_ns", ")", ":", "# type: (typing.Text, ApiNamespace, ApiNamespace) -> typing.Text", "if", "source_ns", "==", "name_ns", ":", "return", "name", "return", "'{}.{}'", ".", "format", "(", "fmt_na...	37.333333	20.5
def tomof(self, maxline=MAX_MOF_LINE): """ Return a MOF string with the declaration of this CIM class. The returned MOF string conforms to the ``classDeclaration`` ABNF rule defined in :term:`DSP0004`. The order of properties, methods, parameters, and qualifiers is pres...	[ "def", "tomof", "(", "self", ",", "maxline", "=", "MAX_MOF_LINE", ")", ":", "mof", "=", "[", "]", "mof", ".", "append", "(", "_qualifiers_tomof", "(", "self", ".", "qualifiers", ",", "MOF_INDENT", ",", "maxline", ")", ")", "mof", ".", "append", "(", ...	27	22.319149
def _get_indentword(source): """Return indentation type.""" indent_word = ' ' # Default in case source has no indentation try: for t in generate_tokens(source): if t[0] == token.INDENT: indent_word = t[1] break except (SyntaxError, tokenize.TokenEr...	[ "def", "_get_indentword", "(", "source", ")", ":", "indent_word", "=", "' '", "# Default in case source has no indentation", "try", ":", "for", "t", "in", "generate_tokens", "(", "source", ")", ":", "if", "t", "[", "0", "]", "==", "token", ".", "INDENT", ...	31.909091	14.090909
def setup_tasks(self, tasks): """ Find task classes from category.namespace.name strings tasks - list of strings """ task_classes = [] for task in tasks: category, namespace, name = task.split(".") try: cls = find_in_registry(catego...	[ "def", "setup_tasks", "(", "self", ",", "tasks", ")", ":", "task_classes", "=", "[", "]", "for", "task", "in", "tasks", ":", "category", ",", "namespace", ",", "name", "=", "task", ".", "split", "(", "\".\"", ")", "try", ":", "cls", "=", "find_in_reg...	39	16.733333
def save_favorite_query(arg, **_): """Save a new favorite query. Returns (title, rows, headers, status)""" usage = 'Syntax: \\fs name query.\n\n' + favoritequeries.usage if not arg: return [(None, None, None, usage)] name, _, query = arg.partition(' ') # If either name or query is mis...	[ "def", "save_favorite_query", "(", "arg", ",", "", "", "_", ")", ":", "usage", "=", "'Syntax: \\\\fs name query.\\n\\n'", "+", "favoritequeries", ".", "usage", "if", "not", "arg", ":", "return", "[", "(", "None", ",", "None", ",", "None", ",", "usage", ...	32.705882	17.294118
def add_node(self, node): """Add a node, connecting it to all the active nodes.""" nodes = sorted( self.nodes(), key=attrgetter('creation_time'), reverse=True) other_nodes = [n for n in nodes if n.id != node.id] connecting_nodes = other_nodes[0:(self.n - 1)] ...	[ "def", "add_node", "(", "self", ",", "node", ")", ":", "nodes", "=", "sorted", "(", "self", ".", "nodes", "(", ")", ",", "key", "=", "attrgetter", "(", "'creation_time'", ")", ",", "reverse", "=", "True", ")", "other_nodes", "=", "[", "n", "for", "...	31.166667	19.333333
def convert_op(self, op): """ Converts NeuroML arithmetic/logical operators to python equivalents. @param op: NeuroML operator @type op: string @return: Python operator @rtype: string """ if op == '.gt.': return '>' elif op == '.ge....	[ "def", "convert_op", "(", "self", ",", "op", ")", ":", "if", "op", "==", "'.gt.'", ":", "return", "'>'", "elif", "op", "==", "'.ge.'", "or", "op", "==", "'.geq.'", ":", "return", "'>='", "elif", "op", "==", "'.lt.'", ":", "return", "'<'", "elif", "...	23.529412	17.647059
def indices_to_bool_mask(indices, size): """ Convert indices to a boolean (integer) mask. >>> list(indices_to_bool_mask(np.array([2, 3]), 4)) [False, False, True, True] >>> list(indices_to_bool_mask([2, 3], 4)) [False, False, True, True] >>> indices_to_bool_mask(np.array([5]), 2) Tracebac...	[ "def", "indices_to_bool_mask", "(", "indices", ",", "size", ")", ":", "mask", "=", "np", ".", "zeros", "(", "size", ",", "dtype", "=", "bool", ")", "mask", "[", "indices", "]", "=", "1", "return", "mask" ]	27.470588	14.823529
def _guess_extract_method(fname): """Guess extraction method, given file name (or path).""" for method, extensions in _EXTRACTION_METHOD_TO_EXTS: for ext in extensions: if fname.endswith(ext): return method return ExtractMethod.NO_EXTRACT	[ "def", "_guess_extract_method", "(", "fname", ")", ":", "for", "method", ",", "extensions", "in", "_EXTRACTION_METHOD_TO_EXTS", ":", "for", "ext", "in", "extensions", ":", "if", "fname", ".", "endswith", "(", "ext", ")", ":", "return", "method", "return", "E...	36.571429	10.428571
def build_query_fragment(query): """ <query xmlns="http://basex.org/rest"> <text><![CDATA[ (//city/name)[position() <= 5] ]]></text> </query> """ root = etree.Element('query', nsmap={None: 'http://basex.org/rest'}) text = etree.SubElement(root, 'text') text.text = etree.CDATA(query.s...	[ "def", "build_query_fragment", "(", "query", ")", ":", "root", "=", "etree", ".", "Element", "(", "'query'", ",", "nsmap", "=", "{", "None", ":", "'http://basex.org/rest'", "}", ")", "text", "=", "etree", ".", "SubElement", "(", "root", ",", "'text'", ")...	33.4	12.2
def auth_required_same_user(args, *kwargs): """ Decorator for requiring an authenticated user to be the same as the user in the URL parameters. By default the user url parameter name to lookup is ``id``, but this can be customized by passing an argument:: @auth_require_same_user('user_id') ...	[ "def", "auth_required_same_user", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "auth_kwargs", "=", "{", "}", "user_id_parameter_name", "=", "'id'", "if", "not", "(", "args", "and", "callable", "(", "args", "[", "0", "]", ")", ")", ":", "auth_kw...	36.02381	18.785714
def create(self, validated_data): """ Perform the enrollment for existing enterprise customer users, or create the pending objects for new users. """ enterprise_customer = self.context.get('enterprise_customer') lms_user = validated_data.get('lms_user_id') tpa_user = vali...	[ "def", "create", "(", "self", ",", "validated_data", ")", ":", "enterprise_customer", "=", "self", ".", "context", ".", "get", "(", "'enterprise_customer'", ")", "lms_user", "=", "validated_data", ".", "get", "(", "'lms_user_id'", ")", "tpa_user", "=", "valida...	42.84	23.96
def remove_handler(self, handler): """ Removes a previously added event handler. """ while handler in self.handlers: self.handlers.remove(handler)	[ "def", "remove_handler", "(", "self", ",", "handler", ")", ":", "while", "handler", "in", "self", ".", "handlers", ":", "self", ".", "handlers", ".", "remove", "(", "handler", ")" ]	42.75	2
def manual_dir(self): """Returns the directory containing the manually extracted data.""" if not tf.io.gfile.exists(self._manual_dir): raise AssertionError( 'Manual directory {} does not exist. Create it and download/extract ' 'dataset artifacts in there.'.format(self._manual_dir)) ...	[ "def", "manual_dir", "(", "self", ")", ":", "if", "not", "tf", ".", "io", ".", "gfile", ".", "exists", "(", "self", ".", "_manual_dir", ")", ":", "raise", "AssertionError", "(", "'Manual directory {} does not exist. Create it and download/extract '", "'dataset artif...	48.285714	16.714286
def get_segment_length( linestring: LineString, p: Point, q: Optional[Point] = None ) -> float: """ Given a Shapely linestring and two Shapely points, project the points onto the linestring, and return the distance along the linestring between the two points. If ``q is None``, then return the di...	[ "def", "get_segment_length", "(", "linestring", ":", "LineString", ",", "p", ":", "Point", ",", "q", ":", "Optional", "[", "Point", "]", "=", "None", ")", "->", "float", ":", "# Get projected distances", "d_p", "=", "linestring", ".", "project", "(", "p", ...	33.736842	17
def marcxml2mods(marc_xml, uuid, url): """ Convert `marc_xml` to MODS. Decide type of the record and what template to use (monograph, multi-monograph, periodical). Args: marc_xml (str): Filename or XML string. Don't use ``\\n`` in case of filename. uuid (str): UU...	[ "def", "marcxml2mods", "(", "marc_xml", ",", "uuid", ",", "url", ")", ":", "marc_xml", "=", "_read_content_or_path", "(", "marc_xml", ")", "return", "type_decisioner", "(", "marc_xml", ",", "lambda", ":", "transform_to_mods_mono", "(", "marc_xml", ",", "uuid", ...	34.5	21.045455
def save(self, args, kwargs): """ Custom save does the following: strip trailing whitespace from host attribute * create device and all other related objects * store connection config in DB if store attribute is True """ self.host = self.host.stri...	[ "def", "save", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "self", ".", "host", "=", "self", ".", "host", ".", "strip", "(", ")", "if", "not", "self", ".", "id", ":", "self", ".", "device", "=", "self", ".", "__create_devi...	34.214286	15.357143
def ajAssims(self): """ Charge et définit les débuts de mots non-assimilés, associe à chacun sa forme assimilée. """ for lin in lignesFichier(self.path("assimilations.la")): ass1, ass2 = tuple(lin.split(':')) self.lemmatiseur._assims[ass1] = ass2 self.lemmatis...	[ "def", "ajAssims", "(", "self", ")", ":", "for", "lin", "in", "lignesFichier", "(", "self", ".", "path", "(", "\"assimilations.la\"", ")", ")", ":", "ass1", ",", "ass2", "=", "tuple", "(", "lin", ".", "split", "(", "':'", ")", ")", "self", ".", "le...	50.428571	12
def train(self, args, *kwargs): """ Perform training on a DataFrame. The label field is specified by the ``label_field`` method. :param train_data: DataFrame to be trained. Label field must be specified. :type train_data: DataFrame :return: Trained model :rtyp...	[ "def", "train", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "objs", "=", "self", ".", "_do_transform", "(", "", "args", ",", "", "", "kwargs", ")", "obj_list", "=", "[", "objs", ",", "]", "if", "not", "isinstance", "(", ...	40.851852	19.296296
def flush(self): """Flush the write buffer of the serial port, blocking until all bytes are written. Raises: SerialError: if an I/O or OS error occurs. """ try: termios.tcdrain(self._fd) except termios.error as e: raise SerialError(e....	[ "def", "flush", "(", "self", ")", ":", "try", ":", "termios", ".", "tcdrain", "(", "self", ".", "_fd", ")", "except", "termios", ".", "error", "as", "e", ":", "raise", "SerialError", "(", "e", ".", "errno", ",", "\"Flushing serial port: \"", "+", "e", ...	29.5	19.75
def add_scalebar(ax, matchx=True, matchy=True, hidex=True, hidey=True, unitsx='', unitsy='', scalex=1, scaley=1, *kwargs): """ Add scalebars to axes Adds a set of scale bars to ax*, matching the size to the ticks of the plot and optionally hiding the x and y axes - ax : the axis to attach ticks to ...	[ "def", "add_scalebar", "(", "ax", ",", "matchx", "=", "True", ",", "matchy", "=", "True", ",", "hidex", "=", "True", ",", "hidey", "=", "True", ",", "unitsx", "=", "''", ",", "unitsy", "=", "''", ",", "scalex", "=", "1", ",", "scaley", "=", "1", ...	41.645161	20.935484
def degree(self, kind='out', weighted=True): '''Returns an array of vertex degrees. kind : either 'in' or 'out', useful for directed graphs weighted : controls whether to count edges or sum their weights ''' if kind == 'out': axis = 1 adj = self.matrix('dense', 'csc') else: axi...	[ "def", "degree", "(", "self", ",", "kind", "=", "'out'", ",", "weighted", "=", "True", ")", ":", "if", "kind", "==", "'out'", ":", "axis", "=", "1", "adj", "=", "self", ".", "matrix", "(", "'dense'", ",", "'csc'", ")", "else", ":", "axis", "=", ...	31.526316	16.263158
def _serialize_attributes(attributes): """Serializes HTML element attributes in a name="value" pair form.""" result = '' for name, value in attributes.items(): if not value: continue result += ' ' + _unmangle_attribute_name(name) result += '="' + escape(value, True) + '"'...	[ "def", "_serialize_attributes", "(", "attributes", ")", ":", "result", "=", "''", "for", "name", ",", "value", "in", "attributes", ".", "items", "(", ")", ":", "if", "not", "value", ":", "continue", "result", "+=", "' '", "+", "_unmangle_attribute_name", "...	36.666667	12.777778
def to_si(self, values, from_unit): """Return values in SI and the units to which the values have been converted.""" if from_unit == 'W/m2-K': return values, from_unit else: return self.to_unit(values, 'W/m2-K', from_unit), 'W/m2-K'	[ "def", "to_si", "(", "self", ",", "values", ",", "from_unit", ")", ":", "if", "from_unit", "==", "'W/m2-K'", ":", "return", "values", ",", "from_unit", "else", ":", "return", "self", ".", "to_unit", "(", "values", ",", "'W/m2-K'", ",", "from_unit", ")", ...	45.833333	12.166667
def _assert(self, expression: Bool): """Auxiliary method to send an assert""" assert isinstance(expression, Bool) smtlib = translate_to_smtlib(expression) self._send('(assert %s)' % smtlib)	[ "def", "_assert", "(", "self", ",", "expression", ":", "Bool", ")", ":", "assert", "isinstance", "(", "expression", ",", "Bool", ")", "smtlib", "=", "translate_to_smtlib", "(", "expression", ")", "self", ".", "_send", "(", "'(assert %s)'", "%", "smtlib", "...	43.4	3.4
def transformer_tall_pretrain_lm_tpu(): """Hparams for transformer on LM pretraining on TPU with AdamW.""" hparams = transformer_tall_pretrain_lm_tpu_adafactor() # Optimizer gets reset in update_hparams_for_tpu so we set it again here. hparams.learning_rate_constant = 2e-4 hparams.learning_rate_schedule = ("l...	[ "def", "transformer_tall_pretrain_lm_tpu", "(", ")", ":", "hparams", "=", "transformer_tall_pretrain_lm_tpu_adafactor", "(", ")", "# Optimizer gets reset in update_hparams_for_tpu so we set it again here.", "hparams", ".", "learning_rate_constant", "=", "2e-4", "hparams", ".", "l...	49.625	15.125
def system(session, py): """Run the system test suite.""" # Sanity check: Only run system tests if the environment variable is set. if not os.environ.get('GOOGLE_APPLICATION_CREDENTIALS', ''): session.skip('Credentials must be set via environment variable.') # Run the system tests against late...	[ "def", "system", "(", "session", ",", "py", ")", ":", "# Sanity check: Only run system tests if the environment variable is set.", "if", "not", "os", ".", "environ", ".", "get", "(", "'GOOGLE_APPLICATION_CREDENTIALS'", ",", "''", ")", ":", "session", ".", "skip", "(...	30.5	22.423077
def compare_seqs_leven(seqs): """ calculate Levenshtein ratio of sequences """ A, B, ignore_gaps = seqs a, b = remove_gaps(A[1], B[1]) # actual sequences if len(a) != len(b): print('# reads are not the same length', file=sys.stderr) exit() pident = lr(a, b) * 100 return A...	[ "def", "compare_seqs_leven", "(", "seqs", ")", ":", "A", ",", "B", ",", "ignore_gaps", "=", "seqs", "a", ",", "b", "=", "remove_gaps", "(", "A", "[", "1", "]", ",", "B", "[", "1", "]", ")", "# actual sequences", "if", "len", "(", "a", ")", "!=", ...	29.727273	11.909091
def get_duplicates_for(self, analysis): """Returns the duplicates from the current worksheet that were created by using the analysis passed in as the source :param analysis: routine analyses used as the source for the duplicates :return: a list of duplicates generated from the analysis ...	[ "def", "get_duplicates_for", "(", "self", ",", "analysis", ")", ":", "if", "not", "analysis", ":", "return", "list", "(", ")", "uid", "=", "api", ".", "get_uid", "(", "analysis", ")", "return", "filter", "(", "lambda", "dup", ":", "api", ".", "get_uid"...	45.083333	17.166667
def pipes(stream, *transformers): """Pipe several transformers end to end.""" for transformer in transformers: stream = stream.pipe(transformer) return stream	[ "def", "pipes", "(", "stream", ",", "*", "transformers", ")", ":", "for", "transformer", "in", "transformers", ":", "stream", "=", "stream", ".", "pipe", "(", "transformer", ")", "return", "stream" ]	34.8	7
def fasta_motif_scan( fasta_fname, input_tuples, regex_ready=False, allow_overlaps=True, file_buffer=False, molecule='dna' ): """ fasta_fname = string path to FASTA file input_tuples = tuple containing (1) motif sequence, (2) contig name, (3) start position, (4) end position, (5) strand to search start is expec...	[ "def", "fasta_motif_scan", "(", "fasta_fname", ",", "input_tuples", ",", "regex_ready", "=", "False", ",", "allow_overlaps", "=", "True", ",", "file_buffer", "=", "False", ",", "molecule", "=", "'dna'", ")", ":", "###################", "# validity checks #", "####...	34.547945	25.013699
def from_caller_file(): '''return a `Path` from the path of caller file''' import inspect curframe = inspect.currentframe() calframe = inspect.getouterframes(curframe, 2) filename = calframe[1].filename if not os.path.isfile(filename): raise RuntimeError('call...	[ "def", "from_caller_file", "(", ")", ":", "import", "inspect", "curframe", "=", "inspect", ".", "currentframe", "(", ")", "calframe", "=", "inspect", ".", "getouterframes", "(", "curframe", ",", "2", ")", "filename", "=", "calframe", "[", "1", "]", ".", ...	40	10.444444
def set_device_brightness(self, brightness): """Hardware specific method to set the global brightness for this driver's output. This method is required to be implemented, however, users should call :py:meth:`.driver_base.DriverBase.set_brightness` instead of calling this method d...	[ "def", "set_device_brightness", "(", "self", ",", "brightness", ")", ":", "packet", "=", "util", ".", "generate_header", "(", "CMDTYPE", ".", "BRIGHTNESS", ",", "1", ")", "packet", ".", "append", "(", "self", ".", "_brightness", ")", "s", "=", "self", "....	40.75	13.0625
def find(self, tag_name, params=None, fn=None, case_sensitive=False): """ Same as :meth:`findAll`, but without `endtags`. You can always get them from :attr:`endtag` property. """ return [ x for x in self.findAll(tag_name, params, fn, case_sensitive) if n...	[ "def", "find", "(", "self", ",", "tag_name", ",", "params", "=", "None", ",", "fn", "=", "None", ",", "case_sensitive", "=", "False", ")", ":", "return", "[", "x", "for", "x", "in", "self", ".", "findAll", "(", "tag_name", ",", "params", ",", "fn",...	33.6	20.2
def open(self, baudrate=None, no_reader_thread=False): """ Opens the device. :param baudrate: baudrate to use :type baudrate: int :param no_reader_thread: whether or not to automatically open the reader thread. :type no_reader_thread: boo...	[ "def", "open", "(", "self", ",", "baudrate", "=", "None", ",", "no_reader_thread", "=", "False", ")", ":", "try", ":", "self", ".", "_read_thread", "=", "Device", ".", "ReadThread", "(", "self", ")", "self", ".", "_device", "=", "socket", ".", "socket"...	29.295455	22.477273
def resample(self, destination=None, datasets=None, generate=True, unload=True, resampler=None, reduce_data=True, **resample_kwargs): """Resample datasets and return a new scene. Args: destination (AreaDefinition, GridDefinition): area definition to ...	[ "def", "resample", "(", "self", ",", "destination", "=", "None", ",", "datasets", "=", "None", ",", "generate", "=", "True", ",", "unload", "=", "True", ",", "resampler", "=", "None", ",", "reduce_data", "=", "True", ",", "", "", "resample_kwargs", "...	49.112903	23.451613
def update_vm_image(self, vm_image_name, vm_image): ''' Updates a VM Image in the image repository that is associated with the specified subscription. vm_image_name: Name of image to update. vm_image: An instance of VMImage class. vm_image.label: ...	[ "def", "update_vm_image", "(", "self", ",", "vm_image_name", ",", "vm_image", ")", ":", "_validate_not_none", "(", "'vm_image_name'", ",", "vm_image_name", ")", "_validate_not_none", "(", "'vm_image'", ",", "vm_image", ")", "return", "self", ".", "_perform_put", "...	52	21.233333
def get_relation_fields_from_model(model_class): """ Get related fields (m2m, FK, and reverse FK) """ relation_fields = [] all_fields_names = _get_all_field_names(model_class) for field_name in all_fields_names: field, model, direct, m2m = _get_field_by_name(model_class, field_name) # ge...	[ "def", "get_relation_fields_from_model", "(", "model_class", ")", ":", "relation_fields", "=", "[", "]", "all_fields_names", "=", "_get_all_field_names", "(", "model_class", ")", "for", "field_name", "in", "all_fields_names", ":", "field", ",", "model", ",", "direct...	48.785714	15.214286
def stack(self, key, labels=None): """Takes k original columns and returns two columns, with col. 1 of all column names and col. 2 of all associated data. """ rows, labels = [], labels or self.labels for row in self.rows: [rows.append((getattr(row, key), k, v)) for k,...	[ "def", "stack", "(", "self", ",", "key", ",", "labels", "=", "None", ")", ":", "rows", ",", "labels", "=", "[", "]", ",", "labels", "or", "self", ".", "labels", "for", "row", "in", "self", ".", "rows", ":", "[", "rows", ".", "append", "(", "(",...	49.777778	12.888889
def to_XML(self, xml_declaration=True, xmlns=True): """ Dumps object fields to an XML-formatted string. The 'xml_declaration' switch enables printing of a leading standard XML line containing XML version and encoding. The 'xmlns' switch enables printing of qualified XMLNS prefix...	[ "def", "to_XML", "(", "self", ",", "xml_declaration", "=", "True", ",", "xmlns", "=", "True", ")", ":", "root_node", "=", "self", ".", "_to_DOM", "(", ")", "if", "xmlns", ":", "xmlutils", ".", "annotate_with_XMLNS", "(", "root_node", ",", "SO2INDEX_XMLNS_P...	42.571429	20.380952
def as_backfill_cron_app(cls): """a class decorator for Crontabber Apps. This decorator embues a CronApp with the parts necessary to be a backfill CronApp. It adds a main method that forces the base class to use a value of False for 'once'. That means it will do the work of a backfilling app. """...	[ "def", "as_backfill_cron_app", "(", "cls", ")", ":", "#----------------------------------------------------------------------", "def", "main", "(", "self", ",", "function", "=", "None", ")", ":", "return", "super", "(", "cls", ",", "self", ")", ".", "main", "(", ...	39.133333	16.533333
def update_mapping(mapping: Dict[ops.Qid, LogicalIndex], operations: ops.OP_TREE ) -> None: """Updates a mapping (in place) from qubits to logical indices according to a set of permutation gates. Any gates other than permutation gates are ignored. Args: map...	[ "def", "update_mapping", "(", "mapping", ":", "Dict", "[", "ops", ".", "Qid", ",", "LogicalIndex", "]", ",", "operations", ":", "ops", ".", "OP_TREE", ")", "->", "None", ":", "for", "op", "in", "ops", ".", "flatten_op_tree", "(", "operations", ")", ":"...	40.266667	14.666667
def add(self, defn): """Adds the given Command Definition to this Command Dictionary.""" self[defn.name] = defn self.opcodes[defn._opcode] = defn	[ "def", "add", "(", "self", ",", "defn", ")", ":", "self", "[", "defn", ".", "name", "]", "=", "defn", "self", ".", "opcodes", "[", "defn", ".", "_opcode", "]", "=", "defn" ]	44.25	5.5
def horizontal_positions(docgraph, sentence_root=None): """return map: node ID -> first token index (int) it covers""" # calculate positions for the whole graph root_cond = (sentence_root is None) or (sentence_root == docgraph.root) if root_cond or ('tokens' not in docgraph.node[sentence_root]): ...	[ "def", "horizontal_positions", "(", "docgraph", ",", "sentence_root", "=", "None", ")", ":", "# calculate positions for the whole graph", "root_cond", "=", "(", "sentence_root", "is", "None", ")", "or", "(", "sentence_root", "==", "docgraph", ".", "root", ")", "if...	45.473684	16.315789
def _require_bucket(self, bucket_name): """ Also try to create the bucket. """ if not self.exists(bucket_name) and not self.claim_bucket(bucket_name): raise OFSException("Invalid bucket: %s" % bucket_name) return self._get_bucket(bucket_name)	[ "def", "_require_bucket", "(", "self", ",", "bucket_name", ")", ":", "if", "not", "self", ".", "exists", "(", "bucket_name", ")", "and", "not", "self", ".", "claim_bucket", "(", "bucket_name", ")", ":", "raise", "OFSException", "(", "\"Invalid bucket: %s\"", ...	54.8	14
def kill_all(self): """kill all slaves and reap the monitor """ for pid in self.children: try: os.kill(pid, signal.SIGTRAP) except OSError: continue self.join()	[ "def", "kill_all", "(", "self", ")", ":", "for", "pid", "in", "self", ".", "children", ":", "try", ":", "os", ".", "kill", "(", "pid", ",", "signal", ".", "SIGTRAP", ")", "except", "OSError", ":", "continue", "self", ".", "join", "(", ")" ]	29.125	13.25
def _get_cpu_info_internal(): ''' Returns the CPU info by using the best sources of information for your OS. Returns {} if nothing is found. ''' # Get the CPU arch and bits arch, bits = _parse_arch(DataSource.arch_string_raw) friendly_maxsize = { 231-1: '32 bit', 263-1: '64 bit' }.get(sys.maxsize) or 'unkn...	[ "def", "_get_cpu_info_internal", "(", ")", ":", "# Get the CPU arch and bits", "arch", ",", "bits", "=", "_parse_arch", "(", "DataSource", ".", "arch_string_raw", ")", "friendly_maxsize", "=", "{", "2", "", "31", "-", "1", ":", "'32 bit'", ",", "2", "", ...	27.079365	25.015873
def generate_reports(subject_list, output_dir, work_dir, run_uuid, config=None, packagename=None): """ A wrapper to run_reports on a given ``subject_list`` """ reports_dir = str(Path(work_dir) / 'reportlets') report_errors = [ run_reports(reports_dir, output_dir, subject...	[ "def", "generate_reports", "(", "subject_list", ",", "output_dir", ",", "work_dir", ",", "run_uuid", ",", "config", "=", "None", ",", "packagename", "=", "None", ")", ":", "reports_dir", "=", "str", "(", "Path", "(", "work_dir", ")", "/", "'reportlets'", "...	40.681818	21.227273
def predict_proba(self, x, **kwargs): '''Compute class posterior probabilities for the given set of data. Parameters ---------- x : ndarray (num-examples, num-variables) An array containing examples to predict. Examples are given as the rows in this array. ...	[ "def", "predict_proba", "(", "self", ",", "x", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "feed_forward", "(", "x", ",", "", "", "kwargs", ")", "[", "self", ".", "layers", "[", "-", "1", "]", ".", "output_name", "]" ]	35.3125	25.0625
def _embedded_frames(frame_list, frame_format): """frame_list should be a list of base64-encoded png files""" template = ' frames[{0}] = "data:image/{1};base64,{2}"\n' embedded = "\n" for i, frame_data in enumerate(frame_list): embedded += template.format(i, frame_format, ...	[ "def", "_embedded_frames", "(", "frame_list", ",", "frame_format", ")", ":", "template", "=", "' frames[{0}] = \"data:image/{1};base64,{2}\"\\n'", "embedded", "=", "\"\\n\"", "for", "i", ",", "frame_data", "in", "enumerate", "(", "frame_list", ")", ":", "embedded", ...	47.5	14.875
def register(self, itemtype, item_id, handler): ''' register the item in zookeeper /list/ itemtype must be a Zooborg constant item_id must be a string handler: method to call on conf change ''' # Create a node with data #TODO: add system properties in data...	[ "def", "register", "(", "self", ",", "itemtype", ",", "item_id", ",", "handler", ")", ":", "# Create a node with data", "#TODO: add system properties in data (ip, os)", "#TODO: add uniq client id", "if", "itemtype", "not", "in", "[", "ZooConst", ".", "CLIENT", ",", "Z...	41.96	14.68
def store_param(self, value, param, clobber=False): """ .. todo:: store_param docstring """ # Imports from ..const import EnumAnharmRepoParam from ..error import RepoError as RErr # Must be a valid parameter name if not param in EnumAnharmRepoParam: ...	[ "def", "store_param", "(", "self", ",", "value", ",", "param", ",", "clobber", "=", "False", ")", ":", "# Imports", "from", ".", ".", "const", "import", "EnumAnharmRepoParam", "from", ".", ".", "error", "import", "RepoError", "as", "RErr", "# Must be a valid...	33.285714	17.612245
def domain_search(auth=None, *kwargs): ''' Search domains CLI Example: .. code-block:: bash salt '' keystoneng.domain_search salt '' keystoneng.domain_search name=domain1 ''' cloud = get_operator_cloud(auth) kwargs = _clean_kwargs(*kwargs) return cloud.search_domai...	[ "def", "domain_search", "(", "auth", "=", "None", ",", "", "", "kwargs", ")", ":", "cloud", "=", "get_operator_cloud", "(", "auth", ")", "kwargs", "=", "_clean_kwargs", "(", "", "", "kwargs", ")", "return", "cloud", ".", "search_domains", "(", "*", ...	22.785714	19.5
def _init_map(self, record_types=None, **kwargs): """Initialize form map""" osid_objects.OsidRelationshipForm._init_map(self, record_types=record_types) self._my_map['assignedVaultIds'] = [str(kwargs['vault_id'])] self._my_map['functionId'] = str(kwargs['function_id']) self._my_m...	[ "def", "_init_map", "(", "self", ",", "record_types", "=", "None", ",", "", "", "kwargs", ")", ":", "osid_objects", ".", "OsidRelationshipForm", ".", "_init_map", "(", "self", ",", "record_types", "=", "record_types", ")", "self", ".", "_my_map", "[", "'...	50.928571	14
def map_arguments_to_objects(kwargs, objects, object_key, object_tuple_key, argument_key, result_value, default_result): """ :param kwargs: kwargs used to call the multiget function :param objects: objects returned from the inner function :param object_key: field or set of fields that map to the kwargs ...	[ "def", "map_arguments_to_objects", "(", "kwargs", ",", "objects", ",", "object_key", ",", "object_tuple_key", ",", "argument_key", ",", "result_value", ",", "default_result", ")", ":", "# Map each object to the set of desired result data using a key", "# that corresponds to the...	65.75	35.85
def enable_auth_method(self, method_type, description=None, config=None, plugin_name=None, local=False, path=None): """Enable a new auth method. After enabling, the auth method can be accessed and configured via the auth path specified as part of the URL. This auth path will be nested under the...	[ "def", "enable_auth_method", "(", "self", ",", "method_type", ",", "description", "=", "None", ",", "config", "=", "None", ",", "plugin_name", "=", "None", ",", "local", "=", "False", ",", "path", "=", "None", ")", ":", "if", "path", "is", "None", ":",...	50.865385	30.153846
def set_end_point_uri(self) -> bool: """ Extracts the route from the accessed URL and sets it to __end_point_uri :rtype: bool """ expected_parts = self.__route.split("/") actual_parts = self.__uri.split("/") i = 0 for part in expected_parts: i...	[ "def", "set_end_point_uri", "(", "self", ")", "->", "bool", ":", "expected_parts", "=", "self", ".", "__route", ".", "split", "(", "\"/\"", ")", "actual_parts", "=", "self", ".", "__uri", ".", "split", "(", "\"/\"", ")", "i", "=", "0", "for", "part", ...	29.176471	15.058824
def rsr(self): """A getter for the relative spectral response (rsr) curve""" arr = np.array([self.wave.value, self.throughput]).swapaxes(0, 1) return arr	[ "def", "rsr", "(", "self", ")", ":", "arr", "=", "np", ".", "array", "(", "[", "self", ".", "wave", ".", "value", ",", "self", ".", "throughput", "]", ")", ".", "swapaxes", "(", "0", ",", "1", ")", "return", "arr" ]	34.8	24.2
def maybe_convert_platform(values): """ try to do platform conversion, allow ndarray or list here """ if isinstance(values, (list, tuple)): values = construct_1d_object_array_from_listlike(list(values)) if getattr(values, 'dtype', None) == np.object_: if hasattr(values, '_values'): ...	[ "def", "maybe_convert_platform", "(", "values", ")", ":", "if", "isinstance", "(", "values", ",", "(", "list", ",", "tuple", ")", ")", ":", "values", "=", "construct_1d_object_array_from_listlike", "(", "list", "(", "values", ")", ")", "if", "getattr", "(", ...	37	15.272727
def starttls(self, ssl_context, post_handshake_callback=None): """ Start TLS on the transport and wait for it to complete. The `ssl_context` and `post_handshake_callback` arguments are forwarded to the transports :meth:`aioopenssl.STARTTLSTransport.starttls` coroutine method. ...	[ "def", "starttls", "(", "self", ",", "ssl_context", ",", "post_handshake_callback", "=", "None", ")", ":", "self", ".", "_require_connection", "(", ")", "if", "not", "self", ".", "can_starttls", "(", ")", ":", "raise", "RuntimeError", "(", "\"starttls not avai...	43.666667	24.25
def _cleave_interface(self, bulk_silica, tile_x, tile_y, thickness): """Carve interface from bulk silica. Also includes a buffer of O's above and below the surface to ensure the interface is coated. """ O_buffer = self._O_buffer tile_z = int(math.ceil((thickness + 2*O_bu...	[ "def", "_cleave_interface", "(", "self", ",", "bulk_silica", ",", "tile_x", ",", "tile_y", ",", "thickness", ")", ":", "O_buffer", "=", "self", ".", "_O_buffer", "tile_z", "=", "int", "(", "math", ".", "ceil", "(", "(", "thickness", "+", "2", "*", "O_b...	55.473684	28.578947
def mode(self, target, *data): """set user or channel mode""" self.send_line('MODE %s %s' % (target, ' '.join(data)), nowait=True)	[ "def", "mode", "(", "self", ",", "target", ",", "*", "data", ")", ":", "self", ".", "send_line", "(", "'MODE %s %s'", "%", "(", "target", ",", "' '", ".", "join", "(", "data", ")", ")", ",", "nowait", "=", "True", ")" ]	48	15.333333
def update(cwd, rev, force=False, user=None): ''' Update to a given revision cwd The path to the Mercurial repository rev The revision to update to force : False Force an update user : None Run hg as a user other than what the minion runs as CLI Example: ...	[ "def", "update", "(", "cwd", ",", "rev", ",", "force", "=", "False", ",", "user", "=", "None", ")", ":", "cmd", "=", "[", "'hg'", ",", "'update'", ",", "'{0}'", ".", "format", "(", "rev", ")", "]", "if", "force", ":", "cmd", ".", "append", "(",...	22	25.69697
def tree(string, token=[WORD, POS, CHUNK, PNP, REL, ANCHOR, LEMMA]): """ Transforms the output of parse() into a Text object. The token parameter lists the order of tags in each token in the input string. """ return Text(string, token)	[ "def", "tree", "(", "string", ",", "token", "=", "[", "WORD", ",", "POS", ",", "CHUNK", ",", "PNP", ",", "REL", ",", "ANCHOR", ",", "LEMMA", "]", ")", ":", "return", "Text", "(", "string", ",", "token", ")" ]	50.2	16.8
def add_cli_cache(main: click.Group) -> click.Group: # noqa: D202 """Add several commands to main :mod:`click` function for handling the cache.""" @main.group() def cache(): """Manage cached data.""" @cache.command() @click.pass_obj def locate(manager): """Print the location o...	[ "def", "add_cli_cache", "(", "main", ":", "click", ".", "Group", ")", "->", "click", ".", "Group", ":", "# noqa: D202", "@", "main", ".", "group", "(", ")", "def", "cache", "(", ")", ":", "\"\"\"Manage cached data.\"\"\"", "@", "cache", ".", "command", "...	26.466667	18.766667
def import_string(import_name, silent=False): """Imports an object based on a string. This is useful if you want to use import paths as endpoints or something similar. An import path can be specified either in dotted notation (``xml.sax.saxutils.escape``) or with a colon as object delimiter (``xml.sax...	[ "def", "import_string", "(", "import_name", ",", "silent", "=", "False", ")", ":", "#XXX: py3 review needed", "assert", "isinstance", "(", "import_name", ",", "string_types", ")", "# force the import name to automatically convert to strings", "import_name", "=", "str", "(...	41.809524	15.833333
def upload_to(self, buff, remote_path): """Uploads file from buffer to remote path on WebDAV server. More information you can find by link http://webdav.org/specs/rfc4918.html#METHOD_PUT :param buff: the buffer with content for file. :param remote_path: the path to save file remotely on...	[ "def", "upload_to", "(", "self", ",", "buff", ",", "remote_path", ")", ":", "urn", "=", "Urn", "(", "remote_path", ")", "if", "urn", ".", "is_dir", "(", ")", ":", "raise", "OptionNotValid", "(", "name", "=", "'remote_path'", ",", "value", "=", "remote_...	42	21.666667
def notes_placeholder(self): """ Return the notes placeholder on this notes slide, the shape that contains the actual notes text. Return \|None\| if no notes placeholder is present; while this is probably uncommon, it can happen if the notes master does not have a body placeholder,...	[ "def", "notes_placeholder", "(", "self", ")", ":", "for", "placeholder", "in", "self", ".", "placeholders", ":", "if", "placeholder", ".", "placeholder_format", ".", "type", "==", "PP_PLACEHOLDER", ".", "BODY", ":", "return", "placeholder", "return", "None" ]	47.666667	19
async def build_attrib_request(submitter_did: str, target_did: str, xhash: Optional[str], raw: Optional[str], enc: Optional[str]) -> str: """ Builds an ATTRIB request. Request to add attri...	[ "async", "def", "build_attrib_request", "(", "submitter_did", ":", "str", ",", "target_did", ":", "str", ",", "xhash", ":", "Optional", "[", "str", "]", ",", "raw", ":", "Optional", "[", "str", "]", ",", "enc", ":", "Optional", "[", "str", "]", ")", ...	43.777778	21.111111
def mount(self, app, prefix, **options): ''' Mount an application to a specific URL prefix. The prefix is added to SCIPT_PATH and removed from PATH_INFO before the sub-application is called. :param app: an instance of :class:`Bottle`. :param prefix: path prefix u...	[ "def", "mount", "(", "self", ",", "app", ",", "prefix", ",", "", "", "options", ")", ":", "if", "not", "isinstance", "(", "app", ",", "Bottle", ")", ":", "raise", "TypeError", "(", "'Only Bottle instances are supported for now.'", ")", "prefix", "=", "'/...	45.076923	18.538462
def refresh_indices(model, block_size=100): ''' This utility function will iterate over all entities of a provided model, refreshing their indices. This is primarily useful after adding an index on a column. Arguments: * model - the model whose entities you want to reindex * *blo...	[ "def", "refresh_indices", "(", "model", ",", "block_size", "=", "100", ")", ":", "conn", "=", "_connect", "(", "model", ")", "max_id", "=", "int", "(", "conn", ".", "get", "(", "'%s:%s:'", "%", "(", "model", ".", "_namespace", ",", "model", ".", "_pk...	38.470588	24.647059
def get_google_drive_folder_location(): """ Try to locate the Google Drive folder. Returns: (str) Full path to the current Google Drive folder """ gdrive_db_path = 'Library/Application Support/Google/Drive/sync_config.db' yosemite_gdrive_db_path = ('Library/Application Support/Google/Dr...	[ "def", "get_google_drive_folder_location", "(", ")", ":", "gdrive_db_path", "=", "'Library/Application Support/Google/Drive/sync_config.db'", "yosemite_gdrive_db_path", "=", "(", "'Library/Application Support/Google/Drive/'", "'user_default/sync_config.db'", ")", "yosemite_gdrive_db", ...	34.529412	17.058824
def load_hdu(self, hdu): """ Load an HDU into the viewer. """ image = AstroImage.AstroImage(logger=self.logger) image.load_hdu(hdu) self.set_image(image)	[ "def", "load_hdu", "(", "self", ",", "hdu", ")", ":", "image", "=", "AstroImage", ".", "AstroImage", "(", "logger", "=", "self", ".", "logger", ")", "image", ".", "load_hdu", "(", "hdu", ")", "self", ".", "set_image", "(", "image", ")" ]	24.375	12.625
def _utc_year(self): """Return a fractional UTC year, for convenience when plotting. An experiment, probably superseded by the ``J`` attribute below. """ d = self._utc_float() - 1721059.5 #d += offset C = 365 * 100 + 24 d -= 365 d += d // C - d // (4 * C...	[ "def", "_utc_year", "(", "self", ")", ":", "d", "=", "self", ".", "_utc_float", "(", ")", "-", "1721059.5", "#d += offset", "C", "=", "365", "", "100", "+", "24", "d", "-=", "365", "d", "+=", "d", "//", "C", "-", "d", "//", "(", "4", "", "C...	26.388889	17.388889
def serialize_instance(instance): """ Serialize Django model instance """ model_name = force_text(instance._meta) return '{}:{}'.format(model_name, instance.pk)	[ "def", "serialize_instance", "(", "instance", ")", ":", "model_name", "=", "force_text", "(", "instance", ".", "_meta", ")", "return", "'{}:{}'", ".", "format", "(", "model_name", ",", "instance", ".", "pk", ")" ]	42.25	5
def gps_offset(lat, lon, east, north): '''return new lat/lon after moving east/north by the given number of meters''' bearing = math.degrees(math.atan2(east, north)) distance = math.sqrt(east2 + north2) return gps_newpos(lat, lon, bearing, distance)	[ "def", "gps_offset", "(", "lat", ",", "lon", ",", "east", ",", "north", ")", ":", "bearing", "=", "math", ".", "degrees", "(", "math", ".", "atan2", "(", "east", ",", "north", ")", ")", "distance", "=", "math", ".", "sqrt", "(", "east", "**", "2"...	44.666667	6.666667
def UrlGet(url, timeout=10, retries=0): """ Retrieve content from the given URL. """ # in Python 2.6 we can pass timeout to urllib2.urlopen socket.setdefaulttimeout(timeout) attempts = 0 content = None while not content: try: content = urllib2.urlopen(url).read() except urllib2.URLErr...	[ "def", "UrlGet", "(", "url", ",", "timeout", "=", "10", ",", "retries", "=", "0", ")", ":", "# in Python 2.6 we can pass timeout to urllib2.urlopen", "socket", ".", "setdefaulttimeout", "(", "timeout", ")", "attempts", "=", "0", "content", "=", "None", "while", ...	32.5	14.214286
def _process_counter_example(self, mma, w_string): """" Process a counterexample in the Rivest-Schapire way. Args: mma (DFA): The hypothesis automaton w_string (str): The examined string to be consumed Return: None """ if len(w_string) ...	[ "def", "_process_counter_example", "(", "self", ",", "mma", ",", "w_string", ")", ":", "if", "len", "(", "w_string", ")", "==", "1", ":", "self", ".", "observation_table", ".", "smi_vector", ".", "append", "(", "w_string", ")", "for", "exp", "in", "self"...	46.865385	24.307692

def get_image_layer(self, image_id): """GET /v1/images/(image_id)/json""" return self._http_call(self.IMAGE_JSON, get, image_id=image_id)

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50.333333

11.666667

def _GetKeyFlagsForModule(self, module): """Returns the list of key flags for a module. Args: module: A module object or a module name (a string) Returns: A new list of Flag objects. Caller may update this list as he wishes: none of those changes will affect the internals of this ...

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35.166667

20.291667

def include_items(items, any_all=any, ignore_case=False, normalize_values=False, **kwargs): """Include items by matching metadata. Note: Metadata values are lowercased when ``normalized_values`` is ``True``, so ``ignore_case`` is automatically set to ``True``. Parameters: items (list): A list of item dicts o...

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35.393939

29.787879

def trigger_update(self, trigger_parent=True): """ Update the model from the current state. Make sure that updates are on, otherwise this method will do nothing :param bool trigger_parent: Whether to trigger the parent, after self has updated """ if not self.upda...

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43.75

20.583333

def convert_tdc_to_channel(channel): ''' Converts TDC words at a given channel to common TDC header (0x4). ''' def f(value): filter_func = logical_and(is_tdc_word, is_tdc_from_channel(channel)) select = filter_func(value) value[select] = np.bitwise_and(value[select], 0x0FFFFFFF...

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43.272727

22.909091

def set_ip(self, ip): """Change the current IP.""" self.set(ip=ip, netmask=self._nm)

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32.666667

6.666667

def evaluate(contents, jsonnet_library_paths=None): ''' Evaluate a jsonnet input string. contents Raw jsonnet string to evaluate. jsonnet_library_paths List of jsonnet library paths. ''' if not jsonnet_library_paths: jsonnet_library_paths = __salt__['config.option']( ...

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29.55

17.65

def download_file(self, file_id, dest_file_path, progress_callback=None, chunk_size=1024*1024*1): """Download a file. The whole file is never loaded in memory. The callback(transferred, total) to let you know the download progress. ...

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39.403846

22.826923

def showGrid( self ): """ Returns whether or not this delegate should draw its grid lines. :return <bool> """ delegate = self.itemDelegate() if ( isinstance(delegate, XTreeWidgetDelegate) ): return delegate.showGrid() return False

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31.1

13.5

def brcktd(number, end1, end2): """ Bracket a number. That is, given a number and an acceptable interval, make sure that the number is contained in the interval. (If the number is already in the interval, leave it alone. If not, set it to the nearest endpoint of the interval.) http://naif.jpl.n...

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36.318182

16.590909

def playlist_detail(self, playlist_id): """获取歌单详情如果歌单歌曲数超过 100 时，该接口的 songs 字段不会包含所有歌曲，但是它有个 allSongs 字段，会包含所有歌曲的 ID。 """ action = 'mtop.alimusic.music.list.collectservice.getcollectdetail' payload = {'listId': playlist_id} code, msg, rv = self.request(action, ...

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37

10.8

def p_ExtendedAttributeArgList(p): """ExtendedAttributeArgList : IDENTIFIER "(" ArgumentList ")" """ p[0] = model.ExtendedAttribute( value=model.ExtendedAttributeValue(name=p[1], arguments=p[3]))

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40.2

7.8

def weighted_average(rule, artifact): """Evaluate artifact's value to be weighted average of values returned by rule's subrules. """ e = 0 w = 0 for i in range(len(rule.R)): r = rule.R[i](artifact) if r is not None: e += r * rule.W[i] w += abs(rule.W[i]) ...

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25.571429

14.714286

def X_more(self): """Zoom in on the x-axis.""" if self.parent.value('window_length') < 0.3: return self.parent.value('window_length', self.parent.value('window_length') * 2) self.parent.overview.update_position()

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39.428571

12.857143

def parse_obj(o): """ Parses a given dictionary with the key being the OBD PID and the value its returned value by the OBD interface :param dict o: :return: """ r = {} for k, v in o.items(): if is_unable_to_connect(v): r[k] = None try: r[k] = pars...

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24.941176

19.058824

async def create_stream_player(self, url, opts=ydl_opts): """Creates a streamer that plays from a URL""" self.current_download_elapsed = 0 self.streamer = await self.vclient.create_ytdl_player(url, ytdl_options=opts, after=self.vafter_ts) self.state = "ready" await self.setup_s...

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43.1

26.1

def get_window(): """Get IDA's top level window.""" tform = idaapi.get_current_tform() # Required sometimes when closing IDBs and not IDA. if not tform: tform = idaapi.find_tform("Output window") widget = form_to_widget(tform) window = widget.window() return window

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26.636364

17.636364

def File(self, name, directory=None, create=1): """ Create `SCons.Node.FS.File` """ return self._create_node(name, self.env.fs.File, directory, create)

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55

14

def register_activity_type(domain=None, name=None, version=None, description=None, defaultTaskStartToCloseTimeout=None, defaultTaskHeartbeatTimeout=None, defaultTaskList=None, defaultTaskPriority=None, defaultTaskScheduleToStartTimeout=None, defaultTaskScheduleToCloseTimeout=None): """ Registers a new activity ...

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78.466102

68.90678

def p_array(self,t): """expression : '{' commalist '}' | kw_array '[' commalist ']' """ if len(t)==4: t[0] = ArrayLit(t[2].children) elif len(t)==5: t[0] = ArrayLit(t[3].children) else: raise NotImplementedError('unk_len',len(t)) # pragma: no cover

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40

10.857143

def create_lifetime_chart(self, classname, filename=''): """ Create chart that depicts the lifetime of the instance registered with `classname`. The output is written to `filename`. """ try: from pylab import figure, title, xlabel, ylabel, plot, savefig except...

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31.625

16.5

def arduino_default_path(): """platform specific default root path.""" if sys.platform == 'darwin': s = path('/Applications/Arduino.app/Contents/Resources/Java') elif sys.platform == 'win32': s = None else: s = path('/usr/share/arduino/') return s

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31.444444

15.666667

def prefix_with_ns_if_necessary(name, name_ns, source_ns): # type: (typing.Text, ApiNamespace, ApiNamespace) -> typing.Text """ Returns a name that can be used to reference `name` in namespace `name_ns` from `source_ns`. If `source_ns` and `name_ns` are the same, that's just `name`. Otherwise i...

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37.333333

20.5

def tomof(self, maxline=MAX_MOF_LINE): """ Return a MOF string with the declaration of this CIM class. The returned MOF string conforms to the ``classDeclaration`` ABNF rule defined in :term:`DSP0004`. The order of properties, methods, parameters, and qualifiers is pres...

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27

22.319149

def _get_indentword(source): """Return indentation type.""" indent_word = ' ' # Default in case source has no indentation try: for t in generate_tokens(source): if t[0] == token.INDENT: indent_word = t[1] break except (SyntaxError, tokenize.TokenEr...

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31.909091

14.090909

def setup_tasks(self, tasks): """ Find task classes from category.namespace.name strings tasks - list of strings """ task_classes = [] for task in tasks: category, namespace, name = task.split(".") try: cls = find_in_registry(catego...

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39

16.733333

def save_favorite_query(arg, **_): """Save a new favorite query. Returns (title, rows, headers, status)""" usage = 'Syntax: \\fs name query.\n\n' + favoritequeries.usage if not arg: return [(None, None, None, usage)] name, _, query = arg.partition(' ') # If either name or query is mis...

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32.705882

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def add_node(self, node): """Add a node, connecting it to all the active nodes.""" nodes = sorted( self.nodes(), key=attrgetter('creation_time'), reverse=True) other_nodes = [n for n in nodes if n.id != node.id] connecting_nodes = other_nodes[0:(self.n - 1)] ...

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31.166667

19.333333

def convert_op(self, op): """ Converts NeuroML arithmetic/logical operators to python equivalents. @param op: NeuroML operator @type op: string @return: Python operator @rtype: string """ if op == '.gt.': return '>' elif op == '.ge....

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23.529412

17.647059

def indices_to_bool_mask(indices, size): """ Convert indices to a boolean (integer) mask. >>> list(indices_to_bool_mask(np.array([2, 3]), 4)) [False, False, True, True] >>> list(indices_to_bool_mask([2, 3], 4)) [False, False, True, True] >>> indices_to_bool_mask(np.array([5]), 2) Tracebac...

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def _guess_extract_method(fname): """Guess extraction method, given file name (or path).""" for method, extensions in _EXTRACTION_METHOD_TO_EXTS: for ext in extensions: if fname.endswith(ext): return method return ExtractMethod.NO_EXTRACT

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def build_query_fragment(query): """ <query xmlns="http://basex.org/rest"> <text><![CDATA[ (//city/name)[position() <= 5] ]]></text> </query> """ root = etree.Element('query', nsmap={None: 'http://basex.org/rest'}) text = etree.SubElement(root, 'text') text.text = etree.CDATA(query.s...

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def auth_required_same_user(*args, **kwargs): """ Decorator for requiring an authenticated user to be the same as the user in the URL parameters. By default the user url parameter name to lookup is ``id``, but this can be customized by passing an argument:: @auth_require_same_user('user_id') ...

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def create(self, validated_data): """ Perform the enrollment for existing enterprise customer users, or create the pending objects for new users. """ enterprise_customer = self.context.get('enterprise_customer') lms_user = validated_data.get('lms_user_id') tpa_user = vali...

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def remove_handler(self, handler): """ Removes a previously added event handler. """ while handler in self.handlers: self.handlers.remove(handler)

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def manual_dir(self): """Returns the directory containing the manually extracted data.""" if not tf.io.gfile.exists(self._manual_dir): raise AssertionError( 'Manual directory {} does not exist. Create it and download/extract ' 'dataset artifacts in there.'.format(self._manual_dir)) ...

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def get_segment_length( linestring: LineString, p: Point, q: Optional[Point] = None ) -> float: """ Given a Shapely linestring and two Shapely points, project the points onto the linestring, and return the distance along the linestring between the two points. If ``q is None``, then return the di...

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def marcxml2mods(marc_xml, uuid, url): """ Convert `marc_xml` to MODS. Decide type of the record and what template to use (monograph, multi-monograph, periodical). Args: marc_xml (str): Filename or XML string. Don't use ``\\n`` in case of filename. uuid (str): UU...

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def save(self, *args, **kwargs): """ Custom save does the following: * strip trailing whitespace from host attribute * create device and all other related objects * store connection config in DB if store attribute is True """ self.host = self.host.stri...

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def ajAssims(self): """ Charge et définit les débuts de mots non-assimilés, associe à chacun sa forme assimilée. """ for lin in lignesFichier(self.path("assimilations.la")): ass1, ass2 = tuple(lin.split(':')) self.lemmatiseur._assims[ass1] = ass2 self.lemmatis...

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def train(self, *args, **kwargs): """ Perform training on a DataFrame. The label field is specified by the ``label_field`` method. :param train_data: DataFrame to be trained. Label field must be specified. :type train_data: DataFrame :return: Trained model :rtyp...

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def flush(self): """Flush the write buffer of the serial port, blocking until all bytes are written. Raises: SerialError: if an I/O or OS error occurs. """ try: termios.tcdrain(self._fd) except termios.error as e: raise SerialError(e....

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def add_scalebar(ax, matchx=True, matchy=True, hidex=True, hidey=True, unitsx='', unitsy='', scalex=1, scaley=1, **kwargs): """ Add scalebars to axes Adds a set of scale bars to *ax*, matching the size to the ticks of the plot and optionally hiding the x and y axes - ax : the axis to attach ticks to ...

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def degree(self, kind='out', weighted=True): '''Returns an array of vertex degrees. kind : either 'in' or 'out', useful for directed graphs weighted : controls whether to count edges or sum their weights ''' if kind == 'out': axis = 1 adj = self.matrix('dense', 'csc') else: axi...

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def _serialize_attributes(attributes): """Serializes HTML element attributes in a name="value" pair form.""" result = '' for name, value in attributes.items(): if not value: continue result += ' ' + _unmangle_attribute_name(name) result += '="' + escape(value, True) + '"'...

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def to_si(self, values, from_unit): """Return values in SI and the units to which the values have been converted.""" if from_unit == 'W/m2-K': return values, from_unit else: return self.to_unit(values, 'W/m2-K', from_unit), 'W/m2-K'

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def _assert(self, expression: Bool): """Auxiliary method to send an assert""" assert isinstance(expression, Bool) smtlib = translate_to_smtlib(expression) self._send('(assert %s)' % smtlib)

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def transformer_tall_pretrain_lm_tpu(): """Hparams for transformer on LM pretraining on TPU with AdamW.""" hparams = transformer_tall_pretrain_lm_tpu_adafactor() # Optimizer gets reset in update_hparams_for_tpu so we set it again here. hparams.learning_rate_constant = 2e-4 hparams.learning_rate_schedule = ("l...

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def system(session, py): """Run the system test suite.""" # Sanity check: Only run system tests if the environment variable is set. if not os.environ.get('GOOGLE_APPLICATION_CREDENTIALS', ''): session.skip('Credentials must be set via environment variable.') # Run the system tests against late...

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def compare_seqs_leven(seqs): """ calculate Levenshtein ratio of sequences """ A, B, ignore_gaps = seqs a, b = remove_gaps(A[1], B[1]) # actual sequences if len(a) != len(b): print('# reads are not the same length', file=sys.stderr) exit() pident = lr(a, b) * 100 return A...

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def get_duplicates_for(self, analysis): """Returns the duplicates from the current worksheet that were created by using the analysis passed in as the source :param analysis: routine analyses used as the source for the duplicates :return: a list of duplicates generated from the analysis ...

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def pipes(stream, *transformers): """Pipe several transformers end to end.""" for transformer in transformers: stream = stream.pipe(transformer) return stream

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34.8

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def fasta_motif_scan( fasta_fname, input_tuples, regex_ready=False, allow_overlaps=True, file_buffer=False, molecule='dna' ): """ fasta_fname = string path to FASTA file input_tuples = tuple containing (1) motif sequence, (2) contig name, (3) start position*, (4) end position, (5) strand to search *start is expec...

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def from_caller_file(): '''return a `Path` from the path of caller file''' import inspect curframe = inspect.currentframe() calframe = inspect.getouterframes(curframe, 2) filename = calframe[1].filename if not os.path.isfile(filename): raise RuntimeError('call...

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def set_device_brightness(self, brightness): """Hardware specific method to set the global brightness for this driver's output. This method is required to be implemented, however, users should call :py:meth:`.driver_base.DriverBase.set_brightness` instead of calling this method d...

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def find(self, tag_name, params=None, fn=None, case_sensitive=False): """ Same as :meth:`findAll`, but without `endtags`. You can always get them from :attr:`endtag` property. """ return [ x for x in self.findAll(tag_name, params, fn, case_sensitive) if n...

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def open(self, baudrate=None, no_reader_thread=False): """ Opens the device. :param baudrate: baudrate to use :type baudrate: int :param no_reader_thread: whether or not to automatically open the reader thread. :type no_reader_thread: boo...

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def resample(self, destination=None, datasets=None, generate=True, unload=True, resampler=None, reduce_data=True, **resample_kwargs): """Resample datasets and return a new scene. Args: destination (AreaDefinition, GridDefinition): area definition to ...

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def update_vm_image(self, vm_image_name, vm_image): ''' Updates a VM Image in the image repository that is associated with the specified subscription. vm_image_name: Name of image to update. vm_image: An instance of VMImage class. vm_image.label: ...

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def get_relation_fields_from_model(model_class): """ Get related fields (m2m, FK, and reverse FK) """ relation_fields = [] all_fields_names = _get_all_field_names(model_class) for field_name in all_fields_names: field, model, direct, m2m = _get_field_by_name(model_class, field_name) # ge...

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def stack(self, key, labels=None): """Takes k original columns and returns two columns, with col. 1 of all column names and col. 2 of all associated data. """ rows, labels = [], labels or self.labels for row in self.rows: [rows.append((getattr(row, key), k, v)) for k,...

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49.777778

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def to_XML(self, xml_declaration=True, xmlns=True): """ Dumps object fields to an XML-formatted string. The 'xml_declaration' switch enables printing of a leading standard XML line containing XML version and encoding. The 'xmlns' switch enables printing of qualified XMLNS prefix...

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def as_backfill_cron_app(cls): """a class decorator for Crontabber Apps. This decorator embues a CronApp with the parts necessary to be a backfill CronApp. It adds a main method that forces the base class to use a value of False for 'once'. That means it will do the work of a backfilling app. """...

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def update_mapping(mapping: Dict[ops.Qid, LogicalIndex], operations: ops.OP_TREE ) -> None: """Updates a mapping (in place) from qubits to logical indices according to a set of permutation gates. Any gates other than permutation gates are ignored. Args: map...

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def add(self, defn): """Adds the given Command Definition to this Command Dictionary.""" self[defn.name] = defn self.opcodes[defn._opcode] = defn

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44.25

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def horizontal_positions(docgraph, sentence_root=None): """return map: node ID -> first token index (int) it covers""" # calculate positions for the whole graph root_cond = (sentence_root is None) or (sentence_root == docgraph.root) if root_cond or ('tokens' not in docgraph.node[sentence_root]): ...

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def _require_bucket(self, bucket_name): """ Also try to create the bucket. """ if not self.exists(bucket_name) and not self.claim_bucket(bucket_name): raise OFSException("Invalid bucket: %s" % bucket_name) return self._get_bucket(bucket_name)

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def kill_all(self): """kill all slaves and reap the monitor """ for pid in self.children: try: os.kill(pid, signal.SIGTRAP) except OSError: continue self.join()

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29.125

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def _get_cpu_info_internal(): ''' Returns the CPU info by using the best sources of information for your OS. Returns {} if nothing is found. ''' # Get the CPU arch and bits arch, bits = _parse_arch(DataSource.arch_string_raw) friendly_maxsize = { 2**31-1: '32 bit', 2**63-1: '64 bit' }.get(sys.maxsize) or 'unkn...

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def generate_reports(subject_list, output_dir, work_dir, run_uuid, config=None, packagename=None): """ A wrapper to run_reports on a given ``subject_list`` """ reports_dir = str(Path(work_dir) / 'reportlets') report_errors = [ run_reports(reports_dir, output_dir, subject...

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40.681818

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def predict_proba(self, x, **kwargs): '''Compute class posterior probabilities for the given set of data. Parameters ---------- x : ndarray (num-examples, num-variables) An array containing examples to predict. Examples are given as the rows in this array. ...

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def _embedded_frames(frame_list, frame_format): """frame_list should be a list of base64-encoded png files""" template = ' frames[{0}] = "data:image/{1};base64,{2}"\n' embedded = "\n" for i, frame_data in enumerate(frame_list): embedded += template.format(i, frame_format, ...

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47.5

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def register(self, itemtype, item_id, handler): ''' register the item in zookeeper /list/ itemtype must be a Zooborg constant item_id must be a string handler: method to call on conf change ''' # Create a node with data #TODO: add system properties in data...

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def store_param(self, value, param, clobber=False): """ .. todo:: store_param docstring """ # Imports from ..const import EnumAnharmRepoParam from ..error import RepoError as RErr # Must be a valid parameter name if not param in EnumAnharmRepoParam: ...

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def domain_search(auth=None, **kwargs): ''' Search domains CLI Example: .. code-block:: bash salt '*' keystoneng.domain_search salt '*' keystoneng.domain_search name=domain1 ''' cloud = get_operator_cloud(auth) kwargs = _clean_kwargs(**kwargs) return cloud.search_domai...

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def _init_map(self, record_types=None, **kwargs): """Initialize form map""" osid_objects.OsidRelationshipForm._init_map(self, record_types=record_types) self._my_map['assignedVaultIds'] = [str(kwargs['vault_id'])] self._my_map['functionId'] = str(kwargs['function_id']) self._my_m...

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def map_arguments_to_objects(kwargs, objects, object_key, object_tuple_key, argument_key, result_value, default_result): """ :param kwargs: kwargs used to call the multiget function :param objects: objects returned from the inner function :param object_key: field or set of fields that map to the kwargs ...

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def enable_auth_method(self, method_type, description=None, config=None, plugin_name=None, local=False, path=None): """Enable a new auth method. After enabling, the auth method can be accessed and configured via the auth path specified as part of the URL. This auth path will be nested under the...

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def set_end_point_uri(self) -> bool: """ Extracts the route from the accessed URL and sets it to __end_point_uri :rtype: bool """ expected_parts = self.__route.split("/") actual_parts = self.__uri.split("/") i = 0 for part in expected_parts: i...

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def rsr(self): """A getter for the relative spectral response (rsr) curve""" arr = np.array([self.wave.value, self.throughput]).swapaxes(0, 1) return arr

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def maybe_convert_platform(values): """ try to do platform conversion, allow ndarray or list here """ if isinstance(values, (list, tuple)): values = construct_1d_object_array_from_listlike(list(values)) if getattr(values, 'dtype', None) == np.object_: if hasattr(values, '_values'): ...

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def starttls(self, ssl_context, post_handshake_callback=None): """ Start TLS on the transport and wait for it to complete. The `ssl_context` and `post_handshake_callback` arguments are forwarded to the transports :meth:`aioopenssl.STARTTLSTransport.starttls` coroutine method. ...

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def _cleave_interface(self, bulk_silica, tile_x, tile_y, thickness): """Carve interface from bulk silica. Also includes a buffer of O's above and below the surface to ensure the interface is coated. """ O_buffer = self._O_buffer tile_z = int(math.ceil((thickness + 2*O_bu...

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def mode(self, target, *data): """set user or channel mode""" self.send_line('MODE %s %s' % (target, ' '.join(data)), nowait=True)

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def update(cwd, rev, force=False, user=None): ''' Update to a given revision cwd The path to the Mercurial repository rev The revision to update to force : False Force an update user : None Run hg as a user other than what the minion runs as CLI Example: ...

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def tree(string, token=[WORD, POS, CHUNK, PNP, REL, ANCHOR, LEMMA]): """ Transforms the output of parse() into a Text object. The token parameter lists the order of tags in each token in the input string. """ return Text(string, token)

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def add_cli_cache(main: click.Group) -> click.Group: # noqa: D202 """Add several commands to main :mod:`click` function for handling the cache.""" @main.group() def cache(): """Manage cached data.""" @cache.command() @click.pass_obj def locate(manager): """Print the location o...

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def import_string(import_name, silent=False): """Imports an object based on a string. This is useful if you want to use import paths as endpoints or something similar. An import path can be specified either in dotted notation (``xml.sax.saxutils.escape``) or with a colon as object delimiter (``xml.sax...

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def upload_to(self, buff, remote_path): """Uploads file from buffer to remote path on WebDAV server. More information you can find by link http://webdav.org/specs/rfc4918.html#METHOD_PUT :param buff: the buffer with content for file. :param remote_path: the path to save file remotely on...

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def notes_placeholder(self): """ Return the notes placeholder on this notes slide, the shape that contains the actual notes text. Return |None| if no notes placeholder is present; while this is probably uncommon, it can happen if the notes master does not have a body placeholder,...

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async def build_attrib_request(submitter_did: str, target_did: str, xhash: Optional[str], raw: Optional[str], enc: Optional[str]) -> str: """ Builds an ATTRIB request. Request to add attri...

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def mount(self, app, prefix, **options): ''' Mount an application to a specific URL prefix. The prefix is added to SCIPT_PATH and removed from PATH_INFO before the sub-application is called. :param app: an instance of :class:`Bottle`. :param prefix: path prefix u...

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def refresh_indices(model, block_size=100): ''' This utility function will iterate over all entities of a provided model, refreshing their indices. This is primarily useful after adding an index on a column. Arguments: * *model* - the model whose entities you want to reindex * *blo...

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def get_google_drive_folder_location(): """ Try to locate the Google Drive folder. Returns: (str) Full path to the current Google Drive folder """ gdrive_db_path = 'Library/Application Support/Google/Drive/sync_config.db' yosemite_gdrive_db_path = ('Library/Application Support/Google/Dr...

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def load_hdu(self, hdu): """ Load an HDU into the viewer. """ image = AstroImage.AstroImage(logger=self.logger) image.load_hdu(hdu) self.set_image(image)

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def _utc_year(self): """Return a fractional UTC year, for convenience when plotting. An experiment, probably superseded by the ``J`` attribute below. """ d = self._utc_float() - 1721059.5 #d += offset C = 365 * 100 + 24 d -= 365 d += d // C - d // (4 * C...

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def serialize_instance(instance): """ Serialize Django model instance """ model_name = force_text(instance._meta) return '{}:{}'.format(model_name, instance.pk)

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def gps_offset(lat, lon, east, north): '''return new lat/lon after moving east/north by the given number of meters''' bearing = math.degrees(math.atan2(east, north)) distance = math.sqrt(east**2 + north**2) return gps_newpos(lat, lon, bearing, distance)

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def UrlGet(url, timeout=10, retries=0): """ Retrieve content from the given URL. """ # in Python 2.6 we can pass timeout to urllib2.urlopen socket.setdefaulttimeout(timeout) attempts = 0 content = None while not content: try: content = urllib2.urlopen(url).read() except urllib2.URLErr...

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def _process_counter_example(self, mma, w_string): """" Process a counterexample in the Rivest-Schapire way. Args: mma (DFA): The hypothesis automaton w_string (str): The examined string to be consumed Return: None """ if len(w_string) ...

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