kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def main(args=sys.argv): """ main entry point for the manifest CLI """ if len(args) < 2: return usage("Command expected") command = args[1] rest = args[2:] if "create".startswith(command): return cli_create(rest) elif "query".startswith(command): return cli_que...	[ "def", "main", "(", "args", "=", "sys", ".", "argv", ")", ":", "if", "len", "(", "args", ")", "<", "2", ":", "return", "usage", "(", "\"Command expected\"", ")", "command", "=", "args", "[", "1", "]", "rest", "=", "args", "[", "2", ":", "]", "i...	23.421053	14.578947
def _unmarshal_parts(pkg_reader, package, part_factory): """ Return a dictionary of \|Part\| instances unmarshalled from pkg_reader, keyed by partname. Side-effect is that each part in pkg_reader is constructed using part_factory. """ parts = {} for partname, ...	[ "def", "_unmarshal_parts", "(", "pkg_reader", ",", "package", ",", "part_factory", ")", ":", "parts", "=", "{", "}", "for", "partname", ",", "content_type", ",", "reltype", ",", "blob", "in", "pkg_reader", ".", "iter_sparts", "(", ")", ":", "parts", "[", ...	42.25	18.583333
def _scan( self, fs, # type: FS dir_path, # type: Text namespaces=None, # type: Optional[Collection[Text]] ): # type: (...) -> Iterator[Info] """Get an iterator of `Info` objects for a directory path. Arguments: fs (FS): A filesystem instance. ...	[ "def", "_scan", "(", "self", ",", "fs", ",", "# type: FS", "dir_path", ",", "# type: Text", "namespaces", "=", "None", ",", "# type: Optional[Collection[Text]]", ")", ":", "# type: (...) -> Iterator[Info]", "try", ":", "for", "info", "in", "fs", ".", "scandir", ...	33.038462	18.846154
def update_subnetpool(self, subnetpool, body=None): """Updates a subnetpool.""" return self.put(self.subnetpool_path % (subnetpool), body=body)	[ "def", "update_subnetpool", "(", "self", ",", "subnetpool", ",", "body", "=", "None", ")", ":", "return", "self", ".", "put", "(", "self", ".", "subnetpool_path", "%", "(", "subnetpool", ")", ",", "body", "=", "body", ")" ]	52.333333	14
def dataframe(self): """ Returns a pandas DataFrame containing all other class properties and values. The index for the DataFrame is the string URI that is used to instantiate the class, such as '201806070VEG'. """ if self._away_goals is None and self._home_goals is None:...	[ "def", "dataframe", "(", "self", ")", ":", "if", "self", ".", "_away_goals", "is", "None", "and", "self", ".", "_home_goals", "is", "None", ":", "return", "None", "fields_to_include", "=", "{", "'arena'", ":", "self", ".", "arena", ",", "'attendance'", "...	52.056604	17.490566
def common_values_dict(): """Build a basic values object used in every create method. All our resources contain a same subset of value. Instead of redoing this code everytime, this method ensures it is done only at one place. """ now = datetime.datetime.utcnow().isoformat() etag = ...	[ "def", "common_values_dict", "(", ")", ":", "now", "=", "datetime", ".", "datetime", ".", "utcnow", "(", ")", ".", "isoformat", "(", ")", "etag", "=", "utils", ".", "gen_etag", "(", ")", "values", "=", "{", "'id'", ":", "utils", ".", "gen_uuid", "(",...	27.470588	20.058824
def printed_out(self, name): """ Create a string describing the APIObject and its children """ out = '' out += '\|\n' if self._id_variable: subs = '[{}]'.format(self._id_variable) else: subs = '' out += '\|---{}{}\n'.format(name, subs...	[ "def", "printed_out", "(", "self", ",", "name", ")", ":", "out", "=", "''", "out", "+=", "'\|\\n'", "if", "self", ".", "_id_variable", ":", "subs", "=", "'[{}]'", ".", "format", "(", "self", ".", "_id_variable", ")", "else", ":", "subs", "=", "''", ...	31.875	13.75
def uniq_to_level_ipix(uniq): """ Convert a HEALPix cell uniq number to its (level, ipix) equivalent. A uniq number is a 64 bits integer equaling to : ipix + 4(4*level). Please read this `paper <http://ivoa.net/documents/MOC/20140602/REC-MOC-1.0-20140602.pdf>`_ for more details about uniq numbers...	[ "def", "uniq_to_level_ipix", "(", "uniq", ")", ":", "uniq", "=", "np", ".", "asarray", "(", "uniq", ",", "dtype", "=", "np", ".", "int64", ")", "level", "=", "(", "np", ".", "log2", "(", "uniq", "//", "4", ")", ")", "//", "2", "level", "=", "le...	26.892857	21.821429
def describe_volumes(self, xml_bytes): """Parse the XML returned by the C{DescribeVolumes} function. @param xml_bytes: XML bytes with a C{DescribeVolumesResponse} root element. @return: A list of L{Volume} instances. TODO: attachementSetItemResponseType#deleteOnTermination ...	[ "def", "describe_volumes", "(", "self", ",", "xml_bytes", ")", ":", "root", "=", "XML", "(", "xml_bytes", ")", "result", "=", "[", "]", "for", "volume_data", "in", "root", ".", "find", "(", "\"volumeSet\"", ")", ":", "volume_id", "=", "volume_data", ".",...	47.057143	17.228571
def buildconfig_update(orig, new, remove_nonexistent_keys=False): """Performs update of given `orig` BuildConfig with values from `new` BuildConfig. Both BuildConfigs have to be represented as `dict`s. This function: - adds all key/value pairs to `orig` from `new` that are missing - replaces values...	[ "def", "buildconfig_update", "(", "orig", ",", "new", ",", "remove_nonexistent_keys", "=", "False", ")", ":", "if", "isinstance", "(", "orig", ",", "dict", ")", "and", "isinstance", "(", "new", ",", "dict", ")", ":", "clean_triggers", "(", "orig", ",", "...	45.791667	17.833333
def OnTextColorDialog(self, event): """Event handler for launching text color dialog""" dlg = wx.ColourDialog(self.main_window) # Ensure the full colour dialog is displayed, # not the abbreviated version. dlg.GetColourData().SetChooseFull(True) if dlg.ShowModal() == wx...	[ "def", "OnTextColorDialog", "(", "self", ",", "event", ")", ":", "dlg", "=", "wx", ".", "ColourDialog", "(", "self", ".", "main_window", ")", "# Ensure the full colour dialog is displayed,", "# not the abbreviated version.", "dlg", ".", "GetColourData", "(", ")", "....	30.210526	18.578947
def isBridgeFiltered (self): """ Checks if address is an IEEE 802.1D MAC Bridge Filtered MAC Group Address This range is 01-80-C2-00-00-00 to 01-80-C2-00-00-0F. MAC frames that have a destination MAC address within this range are not relayed by bridges conforming to IEEE 802.1D ...	[ "def", "isBridgeFiltered", "(", "self", ")", ":", "return", "(", "(", "self", ".", "__value", "[", "0", "]", "==", "0x01", ")", "and", "(", "self", ".", "__value", "[", "1", "]", "==", "0x80", ")", "and", "(", "self", ".", "__value", "[", "2", ...	39.785714	12.642857
def watts2pascal(watts, cfm, fan_tot_eff): """convert and return inputs for E+ in pascal and m3/s""" bhp = watts2bhp(watts) return bhp2pascal(bhp, cfm, fan_tot_eff)	[ "def", "watts2pascal", "(", "watts", ",", "cfm", ",", "fan_tot_eff", ")", ":", "bhp", "=", "watts2bhp", "(", "watts", ")", "return", "bhp2pascal", "(", "bhp", ",", "cfm", ",", "fan_tot_eff", ")" ]	43.25	5
def process_document(self, doc): """ Add your code for processing the document """ segment = doc.select_segments("target_text")[0] for e in self.e_list: res = doc.extract(e, segment) doc.store(res, e.name) return list()	[ "def", "process_document", "(", "self", ",", "doc", ")", ":", "segment", "=", "doc", ".", "select_segments", "(", "\"target_text\"", ")", "[", "0", "]", "for", "e", "in", "self", ".", "e_list", ":", "res", "=", "doc", ".", "extract", "(", "e", ",", ...	25.727273	13.545455
def remove(self, rel_path, propagate=False): '''Delete the file from the cache, and from the upstream''' if not self.upstream: raise Exception("CompressionCache must have an upstream") # Must always propagate, since this is really just a filter. self.upstream.remove(self._r...	[ "def", "remove", "(", "self", ",", "rel_path", ",", "propagate", "=", "False", ")", ":", "if", "not", "self", ".", "upstream", ":", "raise", "Exception", "(", "\"CompressionCache must have an upstream\"", ")", "# Must always propagate, since this is really just a filter...	36.846154	23.461538
def disk(x, y, height, gaussian_width): """ Circular disk with Gaussian fall-off after the solid central region. """ disk_radius = height/2.0 distance_from_origin = np.sqrt(x2+y2) distance_outside_disk = distance_from_origin - disk_radius sigmasq = gaussian_width*gaussian_width if ...	[ "def", "disk", "(", "x", ",", "y", ",", "height", ",", "gaussian_width", ")", ":", "disk_radius", "=", "height", "/", "2.0", "distance_from_origin", "=", "np", ".", "sqrt", "(", "x", "", "2", "+", "y", "", "2", ")", "distance_outside_disk", "=", ...	31.944444	18.611111
def dict_merge(dct, merge_dct): """ Recursive dict merge. Inspired by :meth:``dict.update()``, instead of updating only top-level keys, dict_merge recurses down into dicts nested to an arbitrary depth, updating keys. The ``merge_dct`` is merged into ``dct``. :param dct: dict onto which the merge is ...	[ "def", "dict_merge", "(", "dct", ",", "merge_dct", ")", ":", "for", "k", ",", "v", "in", "merge_dct", ".", "items", "(", ")", ":", "if", "(", "k", "in", "dct", "and", "isinstance", "(", "dct", "[", "k", "]", ",", "dict", ")", "and", "isinstance",...	40.357143	16.928571
def pre_save(self, instance, add): """ Auto-generate the slug if needed. """ # get currently entered slug value = self.value_from_object(instance) slug = None # auto populate (if the form didn't do that already). # If you want unique_with logic, use djang...	[ "def", "pre_save", "(", "self", ",", "instance", ",", "add", ")", ":", "# get currently entered slug", "value", "=", "self", ".", "value_from_object", "(", "instance", ")", "slug", "=", "None", "# auto populate (if the form didn't do that already).", "# If you want uniq...	37.68	16
def sliding_tensor(mv_time_series, width, step, order='F'): ''' segments multivariate time series with sliding window Parameters ---------- mv_time_series : array like shape [n_samples, n_variables] multivariate time series or sequence width : int > 0 segment width in samples ...	[ "def", "sliding_tensor", "(", "mv_time_series", ",", "width", ",", "step", ",", "order", "=", "'F'", ")", ":", "D", "=", "mv_time_series", ".", "shape", "[", "1", "]", "data", "=", "[", "sliding_window", "(", "mv_time_series", "[", ":", ",", "j", "]", ...	31.047619	21.904762
def add_link(app, pagename, templatename, context, doctree): """Add the slides link to the HTML context.""" # we can only show the slidelink if we can resolve the filename context['show_slidelink'] = ( app.config.slide_link_html_to_slides and hasattr(app.builder, 'get_outfilename') ) ...	[ "def", "add_link", "(", "app", ",", "pagename", ",", "templatename", ",", "context", ",", "doctree", ")", ":", "# we can only show the slidelink if we can resolve the filename", "context", "[", "'show_slidelink'", "]", "=", "(", "app", ".", "config", ".", "slide_lin...	37.090909	19.636364
def show(close=None): """Show all figures as SVG/PNG payloads sent to the IPython clients. Parameters ---------- close : bool, optional If true, a ``plt.close('all')`` call is automatically issued after sending all the figures. If this is set, the figures will entirely removed from th...	[ "def", "show", "(", "close", "=", "None", ")", ":", "if", "close", "is", "None", ":", "close", "=", "InlineBackend", ".", "instance", "(", ")", ".", "close_figures", "try", ":", "for", "figure_manager", "in", "Gcf", ".", "get_all_fig_managers", "(", ")",...	33.473684	18.894737
def _multihop_xml(self, **kwargs): """Build BGP multihop XML. Do not use this method directly. You probably want ``multihop``. Args: rbridge_id (str): The rbridge ID of the device on which BGP will be configured in a VCS fabric. neighbor (ipaddress.ip_i...	[ "def", "_multihop_xml", "(", "self", ",", "", "", "kwargs", ")", ":", "ip_addr", "=", "kwargs", ".", "pop", "(", "'neighbor'", ")", "ip", "=", "str", "(", "ip_addr", ".", "ip", ")", "rbr_ns", "=", "'urn:brocade.com:mgmt:brocade-rbridge'", "bgp_ns", "=", ...	43.566038	19.283019
def srcmaps(self, kwargs): """ return the name of a source map file """ kwargs_copy = self.base_dict.copy() kwargs_copy.update(kwargs) kwargs_copy['dataset'] = kwargs.get('dataset', self.dataset(**kwargs)) kwargs_copy['component'] = kwargs.get( 'component'...	[ "def", "srcmaps", "(", "self", ",", "", "", "kwargs", ")", ":", "kwargs_copy", "=", "self", ".", "base_dict", ".", "copy", "(", ")", "kwargs_copy", ".", "update", "(", "", "", "kwargs", ")", "kwargs_copy", "[", "'dataset'", "]", "=", "kwargs", "....	44.076923	10.615385
def on_for_degrees(self, speed, degrees, brake=True, block=True): """ Rotate the motor at ``speed`` for ``degrees`` ``speed`` can be a percentage or a :class:`ev3dev2.motor.SpeedValue` object, enabling use of other units. """ speed_sp = self._speed_native_units(speed) ...	[ "def", "on_for_degrees", "(", "self", ",", "speed", ",", "degrees", ",", "brake", "=", "True", ",", "block", "=", "True", ")", ":", "speed_sp", "=", "self", ".", "_speed_native_units", "(", "speed", ")", "self", ".", "_set_rel_position_degrees_and_speed_sp", ...	37.6	18
def applyColorMap(gray, cmap='flame'): ''' like cv2.applyColorMap(im_gray, cv2.COLORMAP_*) but with different color maps ''' # TODO:implement more cmaps if cmap != 'flame': raise NotImplemented # TODO: make better mx = 256 # if gray.dtype==np.uint8 else 65535 lut = np.e...	[ "def", "applyColorMap", "(", "gray", ",", "cmap", "=", "'flame'", ")", ":", "# TODO:implement more cmaps\r", "if", "cmap", "!=", "'flame'", ":", "raise", "NotImplemented", "# TODO: make better\r", "mx", "=", "256", "# if gray.dtype==np.uint8 else 65535\r", "lut", "=",...	28.428571	17.4
def ParseOptions(cls, options, configuration_object): """Parses and validates options. Args: options (argparse.Namespace): parser options. configuration_object (CLITool): object to be configured by the argument helper. Raises: BadConfigObject: when the configuration object is o...	[ "def", "ParseOptions", "(", "cls", ",", "options", ",", "configuration_object", ")", ":", "if", "not", "isinstance", "(", "configuration_object", ",", "tools", ".", "CLITool", ")", ":", "raise", "errors", ".", "BadConfigObject", "(", "'Configuration object is not ...	39.579545	25.204545
def _set_cell_attr(self, selection, table, attr): """Sets cell attr for key cell and mark grid content as changed Parameters ---------- attr: dict \tContains cell attribute keys \tkeys in ["borderwidth_bottom", "borderwidth_right", \t"bordercolor_bottom", "borde...	[ "def", "_set_cell_attr", "(", "self", ",", "selection", ",", "table", ",", "attr", ")", ":", "# Mark content as changed", "post_command_event", "(", "self", ".", "main_window", ",", "self", ".", "ContentChangedMsg", ")", "if", "selection", "is", "not", "None", ...	35.727273	22
def pass_bucket(f): """Decorate to retrieve a bucket.""" @wraps(f) def decorate(args, kwargs): bucket_id = kwargs.pop('bucket_id') bucket = Bucket.get(as_uuid(bucket_id)) if not bucket: abort(404, 'Bucket does not exist.') return f(bucket=bucket, args, **kwarg...	[ "def", "pass_bucket", "(", "f", ")", ":", "@", "wraps", "(", "f", ")", "def", "decorate", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "bucket_id", "=", "kwargs", ".", "pop", "(", "'bucket_id'", ")", "bucket", "=", "Bucket", ".", "get", "...	33.3	11.9
def add(self, logical_id, property, value): """ Add the information that resource with given `logical_id` supports the given `property`, and that a reference to `logical_id.property` resolves to given `value. Example: "MyApi.Deployment" -> "MyApiDeployment1234567890" ...	[ "def", "add", "(", "self", ",", "logical_id", ",", "property", ",", "value", ")", ":", "if", "not", "logical_id", "or", "not", "property", ":", "raise", "ValueError", "(", "\"LogicalId and property must be a non-empty string\"", ")", "if", "not", "value", "or", ...	39.392857	27.25
def is_iterable(obj, forbid_literals = (str, bytes), minimum_length = None, maximum_length = None, **kwargs): """Indicate whether ``obj`` is iterable. :param forbid_literals: A collection of literals that will be considered invalid even if t...	[ "def", "is_iterable", "(", "obj", ",", "forbid_literals", "=", "(", "str", ",", "bytes", ")", ",", "minimum_length", "=", "None", ",", "maximum_length", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "obj", "is", "None", ":", "return", "False", ...	35.021739	23.130435
def offsets(self): """A generator producing a (path, offset) tuple for all tailed files.""" for path, tailedfile in self._tailedfiles.iteritems(): yield path, tailedfile._offset	[ "def", "offsets", "(", "self", ")", ":", "for", "path", ",", "tailedfile", "in", "self", ".", "_tailedfiles", ".", "iteritems", "(", ")", ":", "yield", "path", ",", "tailedfile", ".", "_offset" ]	48.75	10.75
def derivatives_ctrlpts(**kwargs): """ Computes the control points of all derivative surfaces up to and including the {degree}-th derivative. Output is PKL[k][l][i][j], i,j-th control point of the surface differentiated k times w.r.t to u and l times w.r.t v. """ r1 = kwargs.get...	[ "def", "derivatives_ctrlpts", "(", "", "", "kwargs", ")", ":", "r1", "=", "kwargs", ".", "get", "(", "'r1'", ")", "# minimum span on the u-direction", "r2", "=", "kwargs", ".", "get", "(", "'r2'", ")", "# maximum span on the u-direction", "s1", "=", "kwargs"...	46.316667	24
def get_best_auth(self, family, address, dispno, types = ( b"MIT-MAGIC-COOKIE-1", )): """Find an authentication entry matching FAMILY, ADDRESS and DISPNO. The name of the auth scheme must match one of the names in TYPES. If several entries match, the first scheme...	[ "def", "get_best_auth", "(", "self", ",", "family", ",", "address", ",", "dispno", ",", "types", "=", "(", "b\"MIT-MAGIC-COOKIE-1\"", ",", ")", ")", ":", "num", "=", "str", "(", "dispno", ")", ".", "encode", "(", ")", "matches", "=", "{", "}", "for",...	29.862069	21.896552
def dataReceived(self, data): """ Do not overwrite this method. Instead implement `on_...` methods for the registered typenames to handle incomming packets. """ self._unprocessed_data.enqueue(data) while True: if len(self._unprocesse...	[ "def", "dataReceived", "(", "self", ",", "data", ")", ":", "self", ".", "_unprocessed_data", ".", "enqueue", "(", "data", ")", "while", "True", ":", "if", "len", "(", "self", ".", "_unprocessed_data", ")", "<", "self", ".", "_header", ".", "size", ":",...	37.433333	19.433333
def reboot(self, comment=None): """ Send reboot command to this node. :param str comment: comment to audit :raises NodeCommandFailed: reboot failed with reason :return: None """ self.make_request( NodeCommandFailed, method='update', ...	[ "def", "reboot", "(", "self", ",", "comment", "=", "None", ")", ":", "self", ".", "make_request", "(", "NodeCommandFailed", ",", "method", "=", "'update'", ",", "resource", "=", "'reboot'", ",", "params", "=", "{", "'comment'", ":", "comment", "}", ")" ]	28.692308	10.692308
def getWifiInfo(self, wifiInterfaceId=1, timeout=1): """Execute GetInfo action to get Wifi basic information's. :param int wifiInterfaceId: the id of the Wifi interface :param float timeout: the timeout to wait for the action to be executed :return: the basic informations :rtype...	[ "def", "getWifiInfo", "(", "self", ",", "wifiInterfaceId", "=", "1", ",", "timeout", "=", "1", ")", ":", "namespace", "=", "Wifi", ".", "getServiceType", "(", "\"getWifiInfo\"", ")", "+", "str", "(", "wifiInterfaceId", ")", "uri", "=", "self", ".", "getC...	40.785714	20.285714
def to_protobuf(self) -> LinkItemProto: """ Create protobuf item. :return: protobuf structure :rtype: ~unidown.plugin.protobuf.link_item_pb2.LinkItemProto """ result = LinkItemProto() result.name = self._name result.time.CopyFrom(datetime_to_timestamp(sel...	[ "def", "to_protobuf", "(", "self", ")", "->", "LinkItemProto", ":", "result", "=", "LinkItemProto", "(", ")", "result", ".", "name", "=", "self", ".", "_name", "result", ".", "time", ".", "CopyFrom", "(", "datetime_to_timestamp", "(", "self", ".", "_time",...	31	13
def atype_view_asset(self, ): """View the project of the current assettype :returns: None :rtype: None :raises: None """ if not self.cur_atype: return i = self.atype_asset_treev.currentIndex() item = i.internalPointer() if item: ...	[ "def", "atype_view_asset", "(", "self", ",", ")", ":", "if", "not", "self", ".", "cur_atype", ":", "return", "i", "=", "self", ".", "atype_asset_treev", ".", "currentIndex", "(", ")", "item", "=", "i", ".", "internalPointer", "(", ")", "if", "item", ":...	27.3125	14.875
def RetrievePluginAsset(self, plugin_name, asset_name): """Return the contents of a given plugin asset. Args: plugin_name: The string name of a plugin. asset_name: The string name of an asset. Returns: The string contents of the plugin asset. Raises: KeyError: If the asset is ...	[ "def", "RetrievePluginAsset", "(", "self", ",", "plugin_name", ",", "asset_name", ")", ":", "return", "plugin_asset_util", ".", "RetrieveAsset", "(", "self", ".", "path", ",", "plugin_name", ",", "asset_name", ")" ]	29.142857	20.428571
def letter2num(letters, zbase=False): """A = 1, C = 3 and so on. Convert spreadsheet style column enumeration to a number. Answers: A = 1, Z = 26, AA = 27, AZ = 52, ZZ = 702, AMJ = 1024 >>> from channelpack.pullxl import letter2num >>> letter2num('A') == 1 True >>> letter2num('Z') == ...	[ "def", "letter2num", "(", "letters", ",", "zbase", "=", "False", ")", ":", "letters", "=", "letters", ".", "upper", "(", ")", "res", "=", "0", "weight", "=", "len", "(", "letters", ")", "-", "1", "assert", "weight", ">=", "0", ",", "letters", "for"...	22.861111	19.138889
def submit_reading(basename, pmid_list_filename, readers, start_ix=None, end_ix=None, pmids_per_job=3000, num_tries=2, force_read=False, force_fulltext=False, project_name=None): """Submit an old-style pmid-centered no-database s3 only reading job. This function is provide...	[ "def", "submit_reading", "(", "basename", ",", "pmid_list_filename", ",", "readers", ",", "start_ix", "=", "None", ",", "end_ix", "=", "None", ",", "pmids_per_job", "=", "3000", ",", "num_tries", "=", "2", ",", "force_read", "=", "False", ",", "force_fulltex...	50.571429	20.142857
def find_executable(executable, path=None): '''Try to find 'executable' in the directories listed in 'path' (a string listing directories separated by 'os.pathsep'; defaults to os.environ['PATH']).''' if path is None: path = os.environ['PATH'] paths = path.split(os.pathsep) extlist = [''...	[ "def", "find_executable", "(", "executable", ",", "path", "=", "None", ")", ":", "if", "path", "is", "None", ":", "path", "=", "os", ".", "environ", "[", "'PATH'", "]", "paths", "=", "path", ".", "split", "(", "os", ".", "pathsep", ")", "extlist", ...	35.870968	14.967742
def index(self): ''' Index funtion. ''' self.render('ext_excel/index.html', userinfo=self.userinfo, cfg=CMS_CFG, kwd={}, )	[ "def", "index", "(", "self", ")", ":", "self", ".", "render", "(", "'ext_excel/index.html'", ",", "userinfo", "=", "self", ".", "userinfo", ",", "cfg", "=", "CMS_CFG", ",", "kwd", "=", "{", "}", ",", ")" ]	20.7	20.5
def notebook_merge(local, base, remote, check_modified=False): """Unify three notebooks into a single notebook with merge metadata. The result of this function is a valid notebook that can be loaded by the IPython Notebook front-end. This function adds additional cell metadata that the front-end Javasc...	[ "def", "notebook_merge", "(", "local", ",", "base", ",", "remote", ",", "check_modified", "=", "False", ")", ":", "local_cells", "=", "get_cells", "(", "local", ")", "base_cells", "=", "get_cells", "(", "base", ")", "remote_cells", "=", "get_cells", "(", "...	37.727273	18.719697
def getWaveletData(eda): ''' This function computes the wavelet coefficients INPUT: data: DataFrame, index is a list of timestamps at 8Hz, columns include EDA, filtered_eda OUTPUT: wave1Second: DateFrame, index is a list of timestamps at 1Hz, columns include OneSecond_featur...	[ "def", "getWaveletData", "(", "eda", ")", ":", "# Create wavelet dataframes", "oneSecond", "=", "halfSecond", "=", "# Compute wavelets", "cA_n", ",", "cD_3", ",", "cD_2", ",", "cD_1", "=", "pywt", ".", "wavedec", "(", "eda", ",", "'Haar'", ",", "level", "=",...	42.454545	30.939394
def _is_valid_index(self, index): """ Return ``True`` if and only if the given ``index`` is valid. """ if isinstance(index, int): return (index >= 0) and (index < len(self)) if isinstance(index, list): valid = True for i in index: ...	[ "def", "_is_valid_index", "(", "self", ",", "index", ")", ":", "if", "isinstance", "(", "index", ",", "int", ")", ":", "return", "(", "index", ">=", "0", ")", "and", "(", "index", "<", "len", "(", "self", ")", ")", "if", "isinstance", "(", "index",...	31.153846	11.923077
def _mainthread_accept_clients(self): """Accepts new clients and sends them to the to _handle_accepted within a subthread """ try: if self._accept_selector.select(timeout=self.block_time): client = self._server_socket.accept() logging.info('Client conn...	[ "def", "_mainthread_accept_clients", "(", "self", ")", ":", "try", ":", "if", "self", ".", "_accept_selector", ".", "select", "(", "timeout", "=", "self", ".", "block_time", ")", ":", "client", "=", "self", ".", "_server_socket", ".", "accept", "(", ")", ...	45.25	21.25
def authenticate(self, req_data, identifier: Optional[str]=None, signature: Optional[str]=None, threshold: Optional[int] = None, verifier: Verifier=DidVerifier): """ Prepares the data to be serialised for signing and then verifies the signature :...	[ "def", "authenticate", "(", "self", ",", "req_data", ",", "identifier", ":", "Optional", "[", "str", "]", "=", "None", ",", "signature", ":", "Optional", "[", "str", "]", "=", "None", ",", "threshold", ":", "Optional", "[", "int", "]", "=", "None", "...	43.756757	20.513514
def _max_weight_state(states: Iterable[TensorProductState]) -> Union[None, TensorProductState]: """Construct a TensorProductState by taking the single-qubit state at each qubit position. This function will return ``None`` if the input states are not compatible For example, the max_weight_state of ["(+...	[ "def", "_max_weight_state", "(", "states", ":", "Iterable", "[", "TensorProductState", "]", ")", "->", "Union", "[", "None", ",", "TensorProductState", "]", ":", "mapping", "=", "dict", "(", ")", "# type: Dict[int, _OneQState]", "for", "state", "in", "states", ...	46.111111	22.5
def create_project(args): """ Create a new django project using the longclaw template """ # Make sure given name is not already in use by another python package/module. try: __import__(args.project_name) except ImportError: pass else: sys.exit("'{}' conflicts with th...	[ "def", "create_project", "(", "args", ")", ":", "# Make sure given name is not already in use by another python package/module.", "try", ":", "__import__", "(", "args", ".", "project_name", ")", "except", "ImportError", ":", "pass", "else", ":", "sys", ".", "exit", "(...	32.259259	21.074074
def create_autoscale_rule(subscription_id, resource_group, vmss_name, metric_name, operator, threshold, direction, change_count, time_grain='PT1M', time_window='PT5M', cool_down='PT1M'): '''Create a new autoscale rule - pass the output in a list to create_autoscal...	[ "def", "create_autoscale_rule", "(", "subscription_id", ",", "resource_group", ",", "vmss_name", ",", "metric_name", ",", "operator", ",", "threshold", ",", "direction", ",", "change_count", ",", "time_grain", "=", "'PT1M'", ",", "time_window", "=", "'PT5M'", ",",...	51.435897	19.948718
def string(self) -> bytes: """The capabilities string without the enclosing square brackets.""" if self._raw is not None: return self._raw self._raw = raw = BytesFormat(b' ').join( [b'CAPABILITY', b'IMAP4rev1'] + self.capabilities) return raw	[ "def", "string", "(", "self", ")", "->", "bytes", ":", "if", "self", ".", "_raw", "is", "not", "None", ":", "return", "self", ".", "_raw", "self", ".", "_raw", "=", "raw", "=", "BytesFormat", "(", "b' '", ")", ".", "join", "(", "[", "b'CAPABILITY'"...	41.714286	12.285714
def parse_docs(docs, marks): """ Parse YAML syntax content from docs If docs is None, return {} If docs has no YAML content, return {"$desc": docs} Else, parse YAML content, return {"$desc": docs, YAML} Args: docs (str): docs to be parsed marks (list): list of which indicate YA...	[ "def", "parse_docs", "(", "docs", ",", "marks", ")", ":", "if", "docs", "is", "None", ":", "return", "{", "}", "indexs", "=", "[", "]", "for", "mark", "in", "marks", ":", "i", "=", "docs", ".", "find", "(", "mark", ")", "if", "i", ">=", "0", ...	28.275862	16.344828
def prepare_special_info_about_entry(i): """ Input: { } Output: { return - return code = 0, if successful > 0, if error (error) - error text if return > 0 dict - dict with info ...	[ "def", "prepare_special_info_about_entry", "(", "i", ")", ":", "# Add control info", "d", "=", "{", "'engine'", ":", "'CK'", ",", "'version'", ":", "cfg", "[", "'version'", "]", "}", "if", "cfg", ".", "get", "(", "'default_developer'", ",", "''", ")", "!="...	26.162162	18.702703
def getMessage(self): """Returns a colorized log message based on the log level. If the platform is windows the original message will be returned without colorization windows escape codes are crazy. :returns: ``str`` """ msg = str(self.msg) if self.args: ...	[ "def", "getMessage", "(", "self", ")", ":", "msg", "=", "str", "(", "self", ".", "msg", ")", "if", "self", ".", "args", ":", "msg", "=", "msg", "%", "self", ".", "args", "if", "platform", ".", "system", "(", ")", ".", "lower", "(", ")", "==", ...	35.25	17.875
def typed_fields(cls): """Return a tuple of this entity's TypedFields.""" # Checking cls._typed_fields could return a superclass _typed_fields # value. So we check our class __dict__ which does not include # inherited attributes. klassdict = cls.__dict__ try: ...	[ "def", "typed_fields", "(", "cls", ")", ":", "# Checking cls._typed_fields could return a superclass _typed_fields", "# value. So we check our class __dict__ which does not include", "# inherited attributes.", "klassdict", "=", "cls", ".", "__dict__", "try", ":", "return", "klassdi...	37.357143	19.928571
def service_group(self, service_name): """ Args: service_name: the name of the service in the service registry Returns: the name of the group the service is in, or None of the service was not found """ for group in EFConfig.SERVICE_GROUPS: if self.services(group).has_key(service_na...	[ "def", "service_group", "(", "self", ",", "service_name", ")", ":", "for", "group", "in", "EFConfig", ".", "SERVICE_GROUPS", ":", "if", "self", ".", "services", "(", "group", ")", ".", "has_key", "(", "service_name", ")", ":", "return", "group", "return", ...	31.909091	17.181818
def raise_enter_downtime_log_entry(self): """Raise CONTACT DOWNTIME ALERT entry (info level) Format is : "CONTACT DOWNTIME ALERT: get_name();STARTED; Contact has entered a period of scheduled downtime" Example : "CONTACT DOWNTIME ALERT: test_contact;STARTED; ...	[ "def", "raise_enter_downtime_log_entry", "(", "self", ")", ":", "brok", "=", "make_monitoring_log", "(", "'info'", ",", "\"CONTACT DOWNTIME ALERT: %s;STARTED; \"", "\"Contact has entered a period of scheduled downtime\"", "%", "self", ".", "get_name", "(", ")", ")", "self",...	44.857143	20.5
def dfa_word_acceptance(dfa: dict, word: list) -> bool: """ Checks if a given word is accepted by a DFA, returning True/false. The word w is accepted by a DFA if DFA has an accepting run on w. Since A is deterministic, :math:`w ∈ L(A)` if and only if :math:`ρ(s_0 , w) ∈ F` . :param dict df...	[ "def", "dfa_word_acceptance", "(", "dfa", ":", "dict", ",", "word", ":", "list", ")", "->", "bool", ":", "current_state", "=", "dfa", "[", "'initial_state'", "]", "for", "action", "in", "word", ":", "if", "(", "current_state", ",", "action", ")", "in", ...	33.291667	18.75
def configure(level=logging.WARNING, handler=None, formatter=None): """Configure Logr @param handler: Logger message handler @type handler: logging.Handler or None @param formatter: Logger message Formatter @type formatter: logging.Formatter or None """ if forma...	[ "def", "configure", "(", "level", "=", "logging", ".", "WARNING", ",", "handler", "=", "None", ",", "formatter", "=", "None", ")", ":", "if", "formatter", "is", "None", ":", "formatter", "=", "LogrFormatter", "(", ")", "if", "handler", "is", "None", ":...	29.722222	14.944444
def prune_non_existent_outputs(compound_match_query): """Remove non-existent outputs from each MatchQuery in the given CompoundMatchQuery. Each of the 2^n MatchQuery objects (except one) has been pruned to exclude some Traverse blocks, For each of these, remove the outputs (that have been implicitly pruned...	[ "def", "prune_non_existent_outputs", "(", "compound_match_query", ")", ":", "if", "len", "(", "compound_match_query", ".", "match_queries", ")", "==", "1", ":", "return", "compound_match_query", "elif", "len", "(", "compound_match_query", ".", "match_queries", ")", ...	58.256757	31.432432
def predict(self, features): """Use the optimized pipeline to predict the target for a feature set. Parameters ---------- features: array-like {n_samples, n_features} Feature matrix Returns ---------- array-like: {n_samples} Predicted tar...	[ "def", "predict", "(", "self", ",", "features", ")", ":", "if", "not", "self", ".", "fitted_pipeline_", ":", "raise", "RuntimeError", "(", "'A pipeline has not yet been optimized. Please call fit() first.'", ")", "features", "=", "self", ".", "_check_dataset", "(", ...	31.5	23.95
def get_opt(key, config, section, booleans, repeatable): """Get one value from config file. :raise DocoptcfgFileError: If an option is the wrong type. :param str key: Option long name (e.g. --config). :param ConfigParser config: ConfigParser instance with config file data already loaded. :param st...	[ "def", "get_opt", "(", "key", ",", "config", ",", "section", ",", "booleans", ",", "repeatable", ")", ":", "# Handle repeatable non-boolean options (e.g. --file=file1.txt --file=file2.txt).", "if", "key", "in", "repeatable", "and", "key", "not", "in", "booleans", ":",...	40.848485	23.424242
def start(self, port): """ 启动服务器 :param port: 端口号 :return: """ self.application = tornado.web.Application(self.views, template_path=self.templatePath, static_path=self.staticPath) self.application.listen(port) self.ioloop....	[ "def", "start", "(", "self", ",", "port", ")", ":", "self", ".", "application", "=", "tornado", ".", "web", ".", "Application", "(", "self", ".", "views", ",", "template_path", "=", "self", ".", "templatePath", ",", "static_path", "=", "self", ".", "st...	28.818182	12.454545
def strategyKLogN(kls, n, k=4): """Return the directory names to preserve under the KLogN purge strategy.""" assert(k>1) s = set([n]) i = 0 while k*i <= n: s.update(range(n, n-kki, -ki)) i += 1 n -= n % k**i return set(map(str, filter(lambda x:x>=0, s)))	[ "def", "strategyKLogN", "(", "kls", ",", "n", ",", "k", "=", "4", ")", ":", "assert", "(", "k", ">", "1", ")", "s", "=", "set", "(", "[", "n", "]", ")", "i", "=", "0", "while", "k", "**", "i", "<=", "n", ":", "s", ".", "update", "(", "r...	23	21.5
def to_gds(self, multiplier, timestamp=None): """ Convert this cell to a GDSII structure. Parameters ---------- multiplier : number A number that multiplies all dimensions written in the GDSII structure. timestamp : datetime object Set...	[ "def", "to_gds", "(", "self", ",", "multiplier", ",", "timestamp", "=", "None", ")", ":", "now", "=", "datetime", ".", "datetime", ".", "today", "(", ")", "if", "timestamp", "is", "None", "else", "timestamp", "name", "=", "self", ".", "name", "if", "...	37.483871	18.83871
def to_result(self): """Convert to the Linter.run return value""" text = [self.text] if self.note: text.append(self.note) return { 'lnum': self.line_num, 'col': self.column, 'text': ' - '.join(text), 'type': self.types.get(self...	[ "def", "to_result", "(", "self", ")", ":", "text", "=", "[", "self", ".", "text", "]", "if", "self", ".", "note", ":", "text", ".", "append", "(", "self", ".", "note", ")", "return", "{", "'lnum'", ":", "self", ".", "line_num", ",", "'col'", ":",...	28.083333	15.75
def power_law(target, X, A1='', A2='', A3=''): r""" Calculates the rate, as well as slope and intercept of the following function at the given value of X: .. math:: r = A_{1} x^{A_{2}} + A_{3} Parameters ---------- A1 -> A3 : string The dictionary keys on the ...	[ "def", "power_law", "(", "target", ",", "X", ",", "A1", "=", "''", ",", "A2", "=", "''", ",", "A3", "=", "''", ")", ":", "A", "=", "_parse_args", "(", "target", "=", "target", ",", "key", "=", "A1", ",", "default", "=", "1.0", ")", "B", "=", ...	29.066667	24.022222
def has_data(d, fullname): """Test if any of the `keys` of the `d` dictionary starts with `fullname`. """ fullname = r'%s-' % (fullname, ) for k in d: if not k.startswith(fullname): continue return True return False	[ "def", "has_data", "(", "d", ",", "fullname", ")", ":", "fullname", "=", "r'%s-'", "%", "(", "fullname", ",", ")", "for", "k", "in", "d", ":", "if", "not", "k", ".", "startswith", "(", "fullname", ")", ":", "continue", "return", "True", "return", "...	28.333333	12.222222
def get_query_param(request, key): """Get query parameter uniformly for GET and POST requests.""" value = request.query_params.get(key) or request.data.get(key) if value is None: raise KeyError() return value	[ "def", "get_query_param", "(", "request", ",", "key", ")", ":", "value", "=", "request", ".", "query_params", ".", "get", "(", "key", ")", "or", "request", ".", "data", ".", "get", "(", "key", ")", "if", "value", "is", "None", ":", "raise", "KeyError...	37.833333	15.166667
def _get_oauth_session(self): """Creates a new OAuth session :return: - OAuth2Session object """ return self._get_session( OAuth2Session( client_id=self.client_id, token=self.token, token_updater=self.token_updater...	[ "def", "_get_oauth_session", "(", "self", ")", ":", "return", "self", ".", "_get_session", "(", "OAuth2Session", "(", "client_id", "=", "self", ".", "client_id", ",", "token", "=", "self", ".", "token", ",", "token_updater", "=", "self", ".", "token_updater"...	28.263158	14.421053
def as_dict(self): """ Json-serializable dict representation. """ structure = self.final_structure d = {"has_gaussian_completed": self.properly_terminated, "nsites": len(structure)} comp = structure.composition d["unit_cell_formula"] = comp.as_dict() ...	[ "def", "as_dict", "(", "self", ")", ":", "structure", "=", "self", ".", "final_structure", "d", "=", "{", "\"has_gaussian_completed\"", ":", "self", ".", "properly_terminated", ",", "\"nsites\"", ":", "len", "(", "structure", ")", "}", "comp", "=", "structur...	34.681818	16.090909
def remove_action(self, action_name, action_id): """ Remove an existing action. action_name -- name of the action action_id -- ID of the action Returns a boolean indicating the presence of the action. """ action = self.get_action(action_name, action_id) ...	[ "def", "remove_action", "(", "self", ",", "action_name", ",", "action_id", ")", ":", "action", "=", "self", ".", "get_action", "(", "action_name", ",", "action_id", ")", "if", "action", "is", "None", ":", "return", "False", "action", ".", "cancel", "(", ...	27.625	15.875
def reportTimes(self): """ Print out a formatted summary of the elapsed times for all the performed steps. """ self.end = _ptime() total_time = 0 print(ProcSteps.__report_header) for step in self.order: if 'elapsed' in self.steps[step]: ...	[ "def", "reportTimes", "(", "self", ")", ":", "self", ".", "end", "=", "_ptime", "(", ")", "total_time", "=", "0", "print", "(", "ProcSteps", ".", "__report_header", ")", "for", "step", "in", "self", ".", "order", ":", "if", "'elapsed'", "in", "self", ...	32.631579	16.631579
def get_config(): """ Prepare and return alembic config These configurations used to live in alembic config initialiser, but that just tight coupling. Ideally we should move that to userspace and find a way to pass these into alembic commands. @todo: think about it """ from boiler.migra...	[ "def", "get_config", "(", ")", ":", "from", "boiler", ".", "migrations", ".", "config", "import", "MigrationsConfig", "# used for errors", "map", "=", "dict", "(", "path", "=", "'MIGRATIONS_PATH'", ",", "db_url", "=", "'SQLALCHEMY_DATABASE_URI'", ",", "metadata", ...	29.709677	18.354839
def choose_directory(message='Choose a directory', path="", parent=None): "Show a dialog to choose a directory" result = dialogs.directoryDialog(parent, message, path) return result.path	[ "def", "choose_directory", "(", "message", "=", "'Choose a directory'", ",", "path", "=", "\"\"", ",", "parent", "=", "None", ")", ":", "result", "=", "dialogs", ".", "directoryDialog", "(", "parent", ",", "message", ",", "path", ")", "return", "result", "...	49.5	18.5
def get_drug(drug_name: str, name_is_generic: bool = False, include_categories: bool = False) -> Optional[Drug]: """ Converts a drug name to a :class:`.Drug` class. If you already have the generic name, you can get the Drug more efficiently by setting ``name_is_generic=True``....	[ "def", "get_drug", "(", "drug_name", ":", "str", ",", "name_is_generic", ":", "bool", "=", "False", ",", "include_categories", ":", "bool", "=", "False", ")", "->", "Optional", "[", "Drug", "]", ":", "drug_name", "=", "drug_name", ".", "strip", "(", ")",...	35.73913	18.782609
def _download_py2(link, path, __hdr__): """Download a file from a link in Python 2.""" try: req = urllib2.Request(link, headers=__hdr__) u = urllib2.urlopen(req) except Exception as e: raise Exception(' Download failed with the error:\n{}'.format(e)) with open(path, 'wb') as out...	[ "def", "_download_py2", "(", "link", ",", "path", ",", "__hdr__", ")", ":", "try", ":", "req", "=", "urllib2", ".", "Request", "(", "link", ",", "headers", "=", "__hdr__", ")", "u", "=", "urllib2", ".", "urlopen", "(", "req", ")", "except", "Exceptio...	30.916667	17.416667
def chunked(iterable, n): """Break an iterable into lists of a given length:: >>> list(chunked([1, 2, 3, 4, 5, 6, 7], 3)) [[1, 2, 3], [4, 5, 6], [7]] If the length of ``iterable`` is not evenly divisible by ``n``, the last returned list will be shorter. This is useful for splitting up...	[ "def", "chunked", "(", "iterable", ",", "n", ")", ":", "return", "iter", "(", "functools", ".", "partial", "(", "take", ",", "n", ",", "iter", "(", "iterable", ")", ")", ",", "[", "]", ")" ]	36.526316	24.631579
def file_list(packages, kwargs): # pylint: disable=unused-argument ''' List the files that belong to a package. Not specifying any packages will return a list of _every_ file on the system's package database (not generally recommended). CLI Examples: .. code-block:: bash salt '' ...	[ "def", "file_list", "(", "", "packages", ",", "", "", "kwargs", ")", ":", "# pylint: disable=unused-argument", "output", "=", "file_dict", "(", "", "packages", ")", "files", "=", "[", "]", "for", "package", "in", "list", "(", "output", "[", "'packages'...	31.263158	22.421053
def _draw_multiclass(self): """ Draw the precision-recall curves in the multiclass case """ # TODO: handle colors better with a mapping and user input if self.per_class: for cls in self.classes_: precision = self.precision_[cls] recall ...	[ "def", "_draw_multiclass", "(", "self", ")", ":", "# TODO: handle colors better with a mapping and user input", "if", "self", ".", "per_class", ":", "for", "cls", "in", "self", ".", "classes_", ":", "precision", "=", "self", ".", "precision_", "[", "cls", "]", "...	36.263158	17
def commitVersion(self): ''' return a GithubComponentVersion object for a specific commit if valid ''' import re commit_match = re.match('^[a-f0-9]{7,40}$', self.tagOrBranchSpec(), re.I) if commit_match: return GithubComponentVersion( '', '', _getComm...	[ "def", "commitVersion", "(", "self", ")", ":", "import", "re", "commit_match", "=", "re", ".", "match", "(", "'^[a-f0-9]{7,40}$'", ",", "self", ".", "tagOrBranchSpec", "(", ")", ",", "re", ".", "I", ")", "if", "commit_match", ":", "return", "GithubComponen...	34.833333	30.166667
def get_errors(self): """Verify that this MAR file is well formed. Returns: A list of strings describing errors in the MAR file None if this MAR file appears well formed. """ errors = [] errors.extend(self._get_signature_errors()) errors.extend(s...	[ "def", "get_errors", "(", "self", ")", ":", "errors", "=", "[", "]", "errors", ".", "extend", "(", "self", ".", "_get_signature_errors", "(", ")", ")", "errors", ".", "extend", "(", "self", ".", "_get_additional_errors", "(", ")", ")", "errors", ".", "...	30.5	18
def create(self, name, args, *kwargs): """ Standard task creation, but first check for the existence of the containers, and raise an exception if they don't exist. """ cont = kwargs.get("cont") if cont: # Verify that it exists. If it doesn't, a NoSuchContain...	[ "def", "create", "(", "self", ",", "name", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "cont", "=", "kwargs", ".", "get", "(", "\"cont\"", ")", "if", "cont", ":", "# Verify that it exists. If it doesn't, a NoSuchContainer exception", "# will be raised."...	41.142857	15.142857
def _init_transformer(cls, data): """Convert input into a QuantumChannel subclass object or Operator object""" # This handles common conversion for all QuantumChannel subclasses. # If the input is already a QuantumChannel subclass it will return # the original object if isinstanc...	[ "def", "_init_transformer", "(", "cls", ",", "data", ")", ":", "# This handles common conversion for all QuantumChannel subclasses.", "# If the input is already a QuantumChannel subclass it will return", "# the original object", "if", "isinstance", "(", "data", ",", "QuantumChannel",...	55.26087	18.391304
def indent(indent_str=None): """ A complete, standalone indent ruleset. Arguments: indent_str The string used for indentation. Defaults to None, which will defer the value used to the one provided by the Dispatcher. """ def indentation_rule(): inst = Indentator(indent...	[ "def", "indent", "(", "indent_str", "=", "None", ")", ":", "def", "indentation_rule", "(", ")", ":", "inst", "=", "Indentator", "(", "indent_str", ")", "return", "{", "'layout_handlers'", ":", "{", "OpenBlock", ":", "layout_handler_openbrace", ",", "CloseBlock...	38	16.666667
def apply_weight_drop(block, local_param_regex, rate, axes=(), weight_dropout_mode='training'): """Apply weight drop to the parameter of a block. Parameters ---------- block : Block or HybridBlock The block whose parameter is to be applied weight-drop. local_param_rege...	[ "def", "apply_weight_drop", "(", "block", ",", "local_param_regex", ",", "rate", ",", "axes", "=", "(", ")", ",", "weight_dropout_mode", "=", "'training'", ")", ":", "if", "not", "rate", ":", "return", "existing_params", "=", "_find_params", "(", "block", ",...	49.886076	24.594937
def _get_corresponding_parsers(self, func): """Get the parser that has been set up by the given `function`""" if func in self._used_functions: yield self if self._subparsers_action is not None: for parser in self._subparsers_action.choices.values(): for sp...	[ "def", "_get_corresponding_parsers", "(", "self", ",", "func", ")", ":", "if", "func", "in", "self", ".", "_used_functions", ":", "yield", "self", "if", "self", ".", "_subparsers_action", "is", "not", "None", ":", "for", "parser", "in", "self", ".", "_subp...	48.25	11.625
def _split_stock_code(self, code): stock_str = str(code) split_loc = stock_str.find(".") '''do not use the built-in split function in python. The built-in function cannot handle some stock strings correctly. for instance, US..DJI, where the dot . itself is a part of original cod...	[ "def", "_split_stock_code", "(", "self", ",", "code", ")", ":", "stock_str", "=", "str", "(", "code", ")", "split_loc", "=", "stock_str", ".", "find", "(", "\".\"", ")", "if", "0", "<=", "split_loc", "<", "len", "(", "stock_str", ")", "-", "1", "and"...	46.4375	23.1875
def get_event_stream(self): """Get the event stream associated with this WVA Note that this event stream is shared across all users of this WVA device as the WVA only supports a single event stream. :return: a new :class:`WVAEventStream` instance """ if self._event_stre...	[ "def", "get_event_stream", "(", "self", ")", ":", "if", "self", ".", "_event_stream", "is", "None", ":", "self", ".", "_event_stream", "=", "WVAEventStream", "(", "self", ".", "_http_client", ")", "return", "self", ".", "_event_stream" ]	38.363636	18.090909
def remove(self, pools): """ Remove Pools Running Script And Update to Not Created :param ids: List of ids :return: None on success :raise ScriptRemovePoolException :raise InvalidIdPoolException :raise NetworkAPIException """ ...	[ "def", "remove", "(", "self", ",", "pools", ")", ":", "data", "=", "dict", "(", ")", "data", "[", "\"pools\"", "]", "=", "pools", "uri", "=", "\"api/pools/v2/\"", "return", "self", ".", "delete", "(", "uri", ",", "data", ")" ]	22.157895	17.947368
def main(ctx, debug, base_config, env_file): # pragma: no cover """ \b _____ _ _ \| \|___\| \|___ ___ _ _\| \|___ \| \| \| \| . \| \| -_\| _\| \| \| \| -_\| \|_\|_\|_\|___\|_\|___\|___\|___\|_\|___\| Molecule aids in the development and testing of Ansible roles. Enable autocomplete issue: ...	[ "def", "main", "(", "ctx", ",", "debug", ",", "base_config", ",", "env_file", ")", ":", "# pragma: no cover", "ctx", ".", "obj", "=", "{", "}", "ctx", ".", "obj", "[", "'args'", "]", "=", "{", "}", "ctx", ".", "obj", "[", "'args'", "]", "[", "'de...	27.894737	16
def make_server(host, port, app=None, server_class=AsyncWsgiServer, handler_class=AsyncWsgiHandler, ws_handler_class=None, ws_path='/ws'): """Create server instance with an optional WebSocket handler For pure WebSocket server ``app`` may be ``None...	[ "def", "make_server", "(", "host", ",", "port", ",", "app", "=", "None", ",", "server_class", "=", "AsyncWsgiServer", ",", "handler_class", "=", "AsyncWsgiHandler", ",", "ws_handler_class", "=", "None", ",", "ws_path", "=", "'/ws'", ")", ":", "handler_class", ...	40.62963	16.962963
def uncompress(payload): """ Given a compressed ec key in bytes, uncompress it using math and return (x, y) """ payload = hexlify(payload) even = payload[:2] == b"02" x = int(payload[2:], 16) beta = pow(int(x ** 3 + A * x + B), int((P + 1) // 4), int(P)) y = (P-beta) if even else beta ...	[ "def", "uncompress", "(", "payload", ")", ":", "payload", "=", "hexlify", "(", "payload", ")", "even", "=", "payload", "[", ":", "2", "]", "==", "b\"02\"", "x", "=", "int", "(", "payload", "[", "2", ":", "]", ",", "16", ")", "beta", "=", "pow", ...	32.4	14.6
def multiplication_circuit(nbit, vartype=dimod.BINARY): """Multiplication circuit constraint satisfaction problem. A constraint satisfaction problem that represents the binary multiplication :math:`ab=p`, where the multiplicands are binary variables of length `nbit`; for example, :math:`a_0 + 2a_1 + 4a...	[ "def", "multiplication_circuit", "(", "nbit", ",", "vartype", "=", "dimod", ".", "BINARY", ")", ":", "if", "nbit", "<", "1", ":", "raise", "ValueError", "(", "\"num_multiplier_bits, num_multiplicand_bits must be positive integers\"", ")", "num_multiplier_bits", "=", "...	43.395349	28.680233
def _insertFont(self, fontname, bfname, fontfile, fontbuffer, set_simple, idx, wmode, serif, encoding, ordering): """_insertFont(self, fontname, bfname, fontfile, fontbuffer, set_simple, idx, wmode, serif, encoding, ordering) -> PyObject *""" return _fitz.Page__insertFont(self, fontname, bfname, fontfil...	[ "def", "_insertFont", "(", "self", ",", "fontname", ",", "bfname", ",", "fontfile", ",", "fontbuffer", ",", "set_simple", ",", "idx", ",", "wmode", ",", "serif", ",", "encoding", ",", "ordering", ")", ":", "return", "_fitz", ".", "Page__insertFont", "(", ...	127.666667	55.666667
def get_price(self): """ Shortcut to self.get_ticks(lookback=1, as_dict=True)['last'] """ tick = self.get_ticks(lookback=1, as_dict=True) return None if tick is None else tick['last']	[ "def", "get_price", "(", "self", ")", ":", "tick", "=", "self", ".", "get_ticks", "(", "lookback", "=", "1", ",", "as_dict", "=", "True", ")", "return", "None", "if", "tick", "is", "None", "else", "tick", "[", "'last'", "]" ]	51	12
def get_structure_by_material_id(self, material_id, final=True, conventional_unit_cell=False): """ Get a Structure corresponding to a material_id. Args: material_id (str): Materials Project material_id (a string, e.g., mp-1234). ...	[ "def", "get_structure_by_material_id", "(", "self", ",", "material_id", ",", "final", "=", "True", ",", "conventional_unit_cell", "=", "False", ")", ":", "prop", "=", "\"final_structure\"", "if", "final", "else", "\"initial_structure\"", "data", "=", "self", ".", ...	41.318182	19.5
def function_arguments(func): """ This returns a list of all arguments :param func: callable object :return: list of str of the arguments for the function """ if getattr(inspect, 'signature', None) is None: return list(inspect.getargspec(func).args) else: return list(inspect....	[ "def", "function_arguments", "(", "func", ")", ":", "if", "getattr", "(", "inspect", ",", "'signature'", ",", "None", ")", "is", "None", ":", "return", "list", "(", "inspect", ".", "getargspec", "(", "func", ")", ".", "args", ")", "else", ":", "return"...	34.5	11.1
def _maybe_coerce_values(self, values): """Input validation for values passed to __init__. Ensure that we have datetime64TZ, coercing if necessary. Parametetrs ----------- values : array-like Must be convertible to datetime64 Returns ------- ...	[ "def", "_maybe_coerce_values", "(", "self", ",", "values", ")", ":", "if", "not", "isinstance", "(", "values", ",", "self", ".", "_holder", ")", ":", "values", "=", "self", ".", "_holder", "(", "values", ")", "if", "values", ".", "tz", "is", "None", ...	27.85	18.4

def main(args=sys.argv): """ main entry point for the manifest CLI """ if len(args) < 2: return usage("Command expected") command = args[1] rest = args[2:] if "create".startswith(command): return cli_create(rest) elif "query".startswith(command): return cli_que...

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23.421053

14.578947

def _unmarshal_parts(pkg_reader, package, part_factory): """ Return a dictionary of |Part| instances unmarshalled from *pkg_reader*, keyed by partname. Side-effect is that each part in *pkg_reader* is constructed using *part_factory*. """ parts = {} for partname, ...

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42.25

18.583333

def _scan( self, fs, # type: FS dir_path, # type: Text namespaces=None, # type: Optional[Collection[Text]] ): # type: (...) -> Iterator[Info] """Get an iterator of `Info` objects for a directory path. Arguments: fs (FS): A filesystem instance. ...

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33.038462

18.846154

def update_subnetpool(self, subnetpool, body=None): """Updates a subnetpool.""" return self.put(self.subnetpool_path % (subnetpool), body=body)

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52.333333

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def dataframe(self): """ Returns a pandas DataFrame containing all other class properties and values. The index for the DataFrame is the string URI that is used to instantiate the class, such as '201806070VEG'. """ if self._away_goals is None and self._home_goals is None:...

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52.056604

17.490566

def common_values_dict(): """Build a basic values object used in every create method. All our resources contain a same subset of value. Instead of redoing this code everytime, this method ensures it is done only at one place. """ now = datetime.datetime.utcnow().isoformat() etag = ...

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27.470588

20.058824

def printed_out(self, name): """ Create a string describing the APIObject and its children """ out = '' out += '|\n' if self._id_variable: subs = '[{}]'.format(self._id_variable) else: subs = '' out += '|---{}{}\n'.format(name, subs...

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31.875

13.75

def uniq_to_level_ipix(uniq): """ Convert a HEALPix cell uniq number to its (level, ipix) equivalent. A uniq number is a 64 bits integer equaling to : ipix + 4*(4**level). Please read this `paper <http://ivoa.net/documents/MOC/20140602/REC-MOC-1.0-20140602.pdf>`_ for more details about uniq numbers...

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26.892857

21.821429

def describe_volumes(self, xml_bytes): """Parse the XML returned by the C{DescribeVolumes} function. @param xml_bytes: XML bytes with a C{DescribeVolumesResponse} root element. @return: A list of L{Volume} instances. TODO: attachementSetItemResponseType#deleteOnTermination ...

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47.057143

17.228571

def buildconfig_update(orig, new, remove_nonexistent_keys=False): """Performs update of given `orig` BuildConfig with values from `new` BuildConfig. Both BuildConfigs have to be represented as `dict`s. This function: - adds all key/value pairs to `orig` from `new` that are missing - replaces values...

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45.791667

17.833333

def OnTextColorDialog(self, event): """Event handler for launching text color dialog""" dlg = wx.ColourDialog(self.main_window) # Ensure the full colour dialog is displayed, # not the abbreviated version. dlg.GetColourData().SetChooseFull(True) if dlg.ShowModal() == wx...

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30.210526

18.578947

def isBridgeFiltered (self): """ Checks if address is an IEEE 802.1D MAC Bridge Filtered MAC Group Address This range is 01-80-C2-00-00-00 to 01-80-C2-00-00-0F. MAC frames that have a destination MAC address within this range are not relayed by bridges conforming to IEEE 802.1D ...

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39.785714

12.642857

def watts2pascal(watts, cfm, fan_tot_eff): """convert and return inputs for E+ in pascal and m3/s""" bhp = watts2bhp(watts) return bhp2pascal(bhp, cfm, fan_tot_eff)

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43.25

5

def process_document(self, doc): """ Add your code for processing the document """ segment = doc.select_segments("target_text")[0] for e in self.e_list: res = doc.extract(e, segment) doc.store(res, e.name) return list()

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25.727273

13.545455

def remove(self, rel_path, propagate=False): '''Delete the file from the cache, and from the upstream''' if not self.upstream: raise Exception("CompressionCache must have an upstream") # Must always propagate, since this is really just a filter. self.upstream.remove(self._r...

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36.846154

23.461538

def disk(x, y, height, gaussian_width): """ Circular disk with Gaussian fall-off after the solid central region. """ disk_radius = height/2.0 distance_from_origin = np.sqrt(x**2+y**2) distance_outside_disk = distance_from_origin - disk_radius sigmasq = gaussian_width*gaussian_width if ...

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31.944444

18.611111

def dict_merge(dct, merge_dct): """ Recursive dict merge. Inspired by :meth:``dict.update()``, instead of updating only top-level keys, dict_merge recurses down into dicts nested to an arbitrary depth, updating keys. The ``merge_dct`` is merged into ``dct``. :param dct: dict onto which the merge is ...

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40.357143

16.928571

def pre_save(self, instance, add): """ Auto-generate the slug if needed. """ # get currently entered slug value = self.value_from_object(instance) slug = None # auto populate (if the form didn't do that already). # If you want unique_with logic, use djang...

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37.68

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def sliding_tensor(mv_time_series, width, step, order='F'): ''' segments multivariate time series with sliding window Parameters ---------- mv_time_series : array like shape [n_samples, n_variables] multivariate time series or sequence width : int > 0 segment width in samples ...

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31.047619

21.904762

def add_link(app, pagename, templatename, context, doctree): """Add the slides link to the HTML context.""" # we can only show the slidelink if we can resolve the filename context['show_slidelink'] = ( app.config.slide_link_html_to_slides and hasattr(app.builder, 'get_outfilename') ) ...

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37.090909

19.636364

def show(close=None): """Show all figures as SVG/PNG payloads sent to the IPython clients. Parameters ---------- close : bool, optional If true, a ``plt.close('all')`` call is automatically issued after sending all the figures. If this is set, the figures will entirely removed from th...

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33.473684

18.894737

def _multihop_xml(self, **kwargs): """Build BGP multihop XML. Do not use this method directly. You probably want ``multihop``. Args: rbridge_id (str): The rbridge ID of the device on which BGP will be configured in a VCS fabric. neighbor (ipaddress.ip_i...

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43.566038

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def srcmaps(self, **kwargs): """ return the name of a source map file """ kwargs_copy = self.base_dict.copy() kwargs_copy.update(**kwargs) kwargs_copy['dataset'] = kwargs.get('dataset', self.dataset(**kwargs)) kwargs_copy['component'] = kwargs.get( 'component'...

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44.076923

10.615385

def on_for_degrees(self, speed, degrees, brake=True, block=True): """ Rotate the motor at ``speed`` for ``degrees`` ``speed`` can be a percentage or a :class:`ev3dev2.motor.SpeedValue` object, enabling use of other units. """ speed_sp = self._speed_native_units(speed) ...

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37.6

18

def applyColorMap(gray, cmap='flame'): ''' like cv2.applyColorMap(im_gray, cv2.COLORMAP_*) but with different color maps ''' # TODO:implement more cmaps if cmap != 'flame': raise NotImplemented # TODO: make better mx = 256 # if gray.dtype==np.uint8 else 65535 lut = np.e...

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28.428571

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def ParseOptions(cls, options, configuration_object): """Parses and validates options. Args: options (argparse.Namespace): parser options. configuration_object (CLITool): object to be configured by the argument helper. Raises: BadConfigObject: when the configuration object is o...

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39.579545

25.204545

def _set_cell_attr(self, selection, table, attr): """Sets cell attr for key cell and mark grid content as changed Parameters ---------- attr: dict \tContains cell attribute keys \tkeys in ["borderwidth_bottom", "borderwidth_right", \t"bordercolor_bottom", "borde...

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35.727273

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def pass_bucket(f): """Decorate to retrieve a bucket.""" @wraps(f) def decorate(*args, **kwargs): bucket_id = kwargs.pop('bucket_id') bucket = Bucket.get(as_uuid(bucket_id)) if not bucket: abort(404, 'Bucket does not exist.') return f(bucket=bucket, *args, **kwarg...

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33.3

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def add(self, logical_id, property, value): """ Add the information that resource with given `logical_id` supports the given `property`, and that a reference to `logical_id.property` resolves to given `value. Example: "MyApi.Deployment" -> "MyApiDeployment1234567890" ...

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def is_iterable(obj, forbid_literals = (str, bytes), minimum_length = None, maximum_length = None, **kwargs): """Indicate whether ``obj`` is iterable. :param forbid_literals: A collection of literals that will be considered invalid even if t...

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def offsets(self): """A generator producing a (path, offset) tuple for all tailed files.""" for path, tailedfile in self._tailedfiles.iteritems(): yield path, tailedfile._offset

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def derivatives_ctrlpts(**kwargs): """ Computes the control points of all derivative surfaces up to and including the {degree}-th derivative. Output is PKL[k][l][i][j], i,j-th control point of the surface differentiated k times w.r.t to u and l times w.r.t v. """ r1 = kwargs.get...

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def get_best_auth(self, family, address, dispno, types = ( b"MIT-MAGIC-COOKIE-1", )): """Find an authentication entry matching FAMILY, ADDRESS and DISPNO. The name of the auth scheme must match one of the names in TYPES. If several entries match, the first scheme...

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def dataReceived(self, data): """ Do not overwrite this method. Instead implement `on_...` methods for the registered typenames to handle incomming packets. """ self._unprocessed_data.enqueue(data) while True: if len(self._unprocesse...

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def reboot(self, comment=None): """ Send reboot command to this node. :param str comment: comment to audit :raises NodeCommandFailed: reboot failed with reason :return: None """ self.make_request( NodeCommandFailed, method='update', ...

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def getWifiInfo(self, wifiInterfaceId=1, timeout=1): """Execute GetInfo action to get Wifi basic information's. :param int wifiInterfaceId: the id of the Wifi interface :param float timeout: the timeout to wait for the action to be executed :return: the basic informations :rtype...

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def to_protobuf(self) -> LinkItemProto: """ Create protobuf item. :return: protobuf structure :rtype: ~unidown.plugin.protobuf.link_item_pb2.LinkItemProto """ result = LinkItemProto() result.name = self._name result.time.CopyFrom(datetime_to_timestamp(sel...

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def atype_view_asset(self, ): """View the project of the current assettype :returns: None :rtype: None :raises: None """ if not self.cur_atype: return i = self.atype_asset_treev.currentIndex() item = i.internalPointer() if item: ...

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def RetrievePluginAsset(self, plugin_name, asset_name): """Return the contents of a given plugin asset. Args: plugin_name: The string name of a plugin. asset_name: The string name of an asset. Returns: The string contents of the plugin asset. Raises: KeyError: If the asset is ...

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def letter2num(letters, zbase=False): """A = 1, C = 3 and so on. Convert spreadsheet style column enumeration to a number. Answers: A = 1, Z = 26, AA = 27, AZ = 52, ZZ = 702, AMJ = 1024 >>> from channelpack.pullxl import letter2num >>> letter2num('A') == 1 True >>> letter2num('Z') == ...

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def submit_reading(basename, pmid_list_filename, readers, start_ix=None, end_ix=None, pmids_per_job=3000, num_tries=2, force_read=False, force_fulltext=False, project_name=None): """Submit an old-style pmid-centered no-database s3 only reading job. This function is provide...

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def find_executable(executable, path=None): '''Try to find 'executable' in the directories listed in 'path' (a string listing directories separated by 'os.pathsep'; defaults to os.environ['PATH']).''' if path is None: path = os.environ['PATH'] paths = path.split(os.pathsep) extlist = [''...

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def index(self): ''' Index funtion. ''' self.render('ext_excel/index.html', userinfo=self.userinfo, cfg=CMS_CFG, kwd={}, )

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20.7

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def notebook_merge(local, base, remote, check_modified=False): """Unify three notebooks into a single notebook with merge metadata. The result of this function is a valid notebook that can be loaded by the IPython Notebook front-end. This function adds additional cell metadata that the front-end Javasc...

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def getWaveletData(eda): ''' This function computes the wavelet coefficients INPUT: data: DataFrame, index is a list of timestamps at 8Hz, columns include EDA, filtered_eda OUTPUT: wave1Second: DateFrame, index is a list of timestamps at 1Hz, columns include OneSecond_featur...

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def _is_valid_index(self, index): """ Return ``True`` if and only if the given ``index`` is valid. """ if isinstance(index, int): return (index >= 0) and (index < len(self)) if isinstance(index, list): valid = True for i in index: ...

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def _mainthread_accept_clients(self): """Accepts new clients and sends them to the to _handle_accepted within a subthread """ try: if self._accept_selector.select(timeout=self.block_time): client = self._server_socket.accept() logging.info('Client conn...

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def authenticate(self, req_data, identifier: Optional[str]=None, signature: Optional[str]=None, threshold: Optional[int] = None, verifier: Verifier=DidVerifier): """ Prepares the data to be serialised for signing and then verifies the signature :...

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def _max_weight_state(states: Iterable[TensorProductState]) -> Union[None, TensorProductState]: """Construct a TensorProductState by taking the single-qubit state at each qubit position. This function will return ``None`` if the input states are not compatible For example, the max_weight_state of ["(+...

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def create_project(args): """ Create a new django project using the longclaw template """ # Make sure given name is not already in use by another python package/module. try: __import__(args.project_name) except ImportError: pass else: sys.exit("'{}' conflicts with th...

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def create_autoscale_rule(subscription_id, resource_group, vmss_name, metric_name, operator, threshold, direction, change_count, time_grain='PT1M', time_window='PT5M', cool_down='PT1M'): '''Create a new autoscale rule - pass the output in a list to create_autoscal...

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def string(self) -> bytes: """The capabilities string without the enclosing square brackets.""" if self._raw is not None: return self._raw self._raw = raw = BytesFormat(b' ').join( [b'CAPABILITY', b'IMAP4rev1'] + self.capabilities) return raw

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def parse_docs(docs, marks): """ Parse YAML syntax content from docs If docs is None, return {} If docs has no YAML content, return {"$desc": docs} Else, parse YAML content, return {"$desc": docs, YAML} Args: docs (str): docs to be parsed marks (list): list of which indicate YA...

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def prepare_special_info_about_entry(i): """ Input: { } Output: { return - return code = 0, if successful > 0, if error (error) - error text if return > 0 dict - dict with info ...

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def getMessage(self): """Returns a colorized log message based on the log level. If the platform is windows the original message will be returned without colorization windows escape codes are crazy. :returns: ``str`` """ msg = str(self.msg) if self.args: ...

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def typed_fields(cls): """Return a tuple of this entity's TypedFields.""" # Checking cls._typed_fields could return a superclass _typed_fields # value. So we check our class __dict__ which does not include # inherited attributes. klassdict = cls.__dict__ try: ...

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def service_group(self, service_name): """ Args: service_name: the name of the service in the service registry Returns: the name of the group the service is in, or None of the service was not found """ for group in EFConfig.SERVICE_GROUPS: if self.services(group).has_key(service_na...

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def raise_enter_downtime_log_entry(self): """Raise CONTACT DOWNTIME ALERT entry (info level) Format is : "CONTACT DOWNTIME ALERT: *get_name()*;STARTED; Contact has entered a period of scheduled downtime" Example : "CONTACT DOWNTIME ALERT: test_contact;STARTED; ...

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44.857143

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def dfa_word_acceptance(dfa: dict, word: list) -> bool: """ Checks if a given **word** is accepted by a DFA, returning True/false. The word w is accepted by a DFA if DFA has an accepting run on w. Since A is deterministic, :math:`w ∈ L(A)` if and only if :math:`ρ(s_0 , w) ∈ F` . :param dict df...

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def configure(level=logging.WARNING, handler=None, formatter=None): """Configure Logr @param handler: Logger message handler @type handler: logging.Handler or None @param formatter: Logger message Formatter @type formatter: logging.Formatter or None """ if forma...

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def prune_non_existent_outputs(compound_match_query): """Remove non-existent outputs from each MatchQuery in the given CompoundMatchQuery. Each of the 2^n MatchQuery objects (except one) has been pruned to exclude some Traverse blocks, For each of these, remove the outputs (that have been implicitly pruned...

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def predict(self, features): """Use the optimized pipeline to predict the target for a feature set. Parameters ---------- features: array-like {n_samples, n_features} Feature matrix Returns ---------- array-like: {n_samples} Predicted tar...

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def get_opt(key, config, section, booleans, repeatable): """Get one value from config file. :raise DocoptcfgFileError: If an option is the wrong type. :param str key: Option long name (e.g. --config). :param ConfigParser config: ConfigParser instance with config file data already loaded. :param st...

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def start(self, port): """ 启动服务器 :param port: 端口号 :return: """ self.application = tornado.web.Application(self.views, template_path=self.templatePath, static_path=self.staticPath) self.application.listen(port) self.ioloop....

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def strategyKLogN(kls, n, k=4): """Return the directory names to preserve under the KLogN purge strategy.""" assert(k>1) s = set([n]) i = 0 while k**i <= n: s.update(range(n, n-k*k**i, -k**i)) i += 1 n -= n % k**i return set(map(str, filter(lambda x:x>=0, s)))

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def to_gds(self, multiplier, timestamp=None): """ Convert this cell to a GDSII structure. Parameters ---------- multiplier : number A number that multiplies all dimensions written in the GDSII structure. timestamp : datetime object Set...

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def to_result(self): """Convert to the Linter.run return value""" text = [self.text] if self.note: text.append(self.note) return { 'lnum': self.line_num, 'col': self.column, 'text': ' - '.join(text), 'type': self.types.get(self...

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def power_law(target, X, A1='', A2='', A3=''): r""" Calculates the rate, as well as slope and intercept of the following function at the given value of *X*: .. math:: r = A_{1} x^{A_{2}} + A_{3} Parameters ---------- A1 -> A3 : string The dictionary keys on the ...

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def has_data(d, fullname): """Test if any of the `keys` of the `d` dictionary starts with `fullname`. """ fullname = r'%s-' % (fullname, ) for k in d: if not k.startswith(fullname): continue return True return False

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def get_query_param(request, key): """Get query parameter uniformly for GET and POST requests.""" value = request.query_params.get(key) or request.data.get(key) if value is None: raise KeyError() return value

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def _get_oauth_session(self): """Creates a new OAuth session :return: - OAuth2Session object """ return self._get_session( OAuth2Session( client_id=self.client_id, token=self.token, token_updater=self.token_updater...

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def as_dict(self): """ Json-serializable dict representation. """ structure = self.final_structure d = {"has_gaussian_completed": self.properly_terminated, "nsites": len(structure)} comp = structure.composition d["unit_cell_formula"] = comp.as_dict() ...

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def remove_action(self, action_name, action_id): """ Remove an existing action. action_name -- name of the action action_id -- ID of the action Returns a boolean indicating the presence of the action. """ action = self.get_action(action_name, action_id) ...

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27.625

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def reportTimes(self): """ Print out a formatted summary of the elapsed times for all the performed steps. """ self.end = _ptime() total_time = 0 print(ProcSteps.__report_header) for step in self.order: if 'elapsed' in self.steps[step]: ...

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32.631579

16.631579

def get_config(): """ Prepare and return alembic config These configurations used to live in alembic config initialiser, but that just tight coupling. Ideally we should move that to userspace and find a way to pass these into alembic commands. @todo: think about it """ from boiler.migra...

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29.709677

18.354839

def choose_directory(message='Choose a directory', path="", parent=None): "Show a dialog to choose a directory" result = dialogs.directoryDialog(parent, message, path) return result.path

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49.5

18.5

def get_drug(drug_name: str, name_is_generic: bool = False, include_categories: bool = False) -> Optional[Drug]: """ Converts a drug name to a :class:`.Drug` class. If you already have the generic name, you can get the Drug more efficiently by setting ``name_is_generic=True``....

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35.73913

18.782609

def _download_py2(link, path, __hdr__): """Download a file from a link in Python 2.""" try: req = urllib2.Request(link, headers=__hdr__) u = urllib2.urlopen(req) except Exception as e: raise Exception(' Download failed with the error:\n{}'.format(e)) with open(path, 'wb') as out...

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30.916667

17.416667

def chunked(iterable, n): """Break an iterable into lists of a given length:: >>> list(chunked([1, 2, 3, 4, 5, 6, 7], 3)) [[1, 2, 3], [4, 5, 6], [7]] If the length of ``iterable`` is not evenly divisible by ``n``, the last returned list will be shorter. This is useful for splitting up...

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36.526316

24.631579

def file_list(*packages, **kwargs): # pylint: disable=unused-argument ''' List the files that belong to a package. Not specifying any packages will return a list of _every_ file on the system's package database (not generally recommended). CLI Examples: .. code-block:: bash salt '*' ...

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31.263158

22.421053

def _draw_multiclass(self): """ Draw the precision-recall curves in the multiclass case """ # TODO: handle colors better with a mapping and user input if self.per_class: for cls in self.classes_: precision = self.precision_[cls] recall ...

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36.263158

17

def commitVersion(self): ''' return a GithubComponentVersion object for a specific commit if valid ''' import re commit_match = re.match('^[a-f0-9]{7,40}$', self.tagOrBranchSpec(), re.I) if commit_match: return GithubComponentVersion( '', '', _getComm...

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34.833333

30.166667

def get_errors(self): """Verify that this MAR file is well formed. Returns: A list of strings describing errors in the MAR file None if this MAR file appears well formed. """ errors = [] errors.extend(self._get_signature_errors()) errors.extend(s...

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30.5

18

def create(self, name, *args, **kwargs): """ Standard task creation, but first check for the existence of the containers, and raise an exception if they don't exist. """ cont = kwargs.get("cont") if cont: # Verify that it exists. If it doesn't, a NoSuchContain...

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41.142857

15.142857

def _init_transformer(cls, data): """Convert input into a QuantumChannel subclass object or Operator object""" # This handles common conversion for all QuantumChannel subclasses. # If the input is already a QuantumChannel subclass it will return # the original object if isinstanc...

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55.26087

18.391304

def indent(indent_str=None): """ A complete, standalone indent ruleset. Arguments: indent_str The string used for indentation. Defaults to None, which will defer the value used to the one provided by the Dispatcher. """ def indentation_rule(): inst = Indentator(indent...

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38

16.666667

def apply_weight_drop(block, local_param_regex, rate, axes=(), weight_dropout_mode='training'): """Apply weight drop to the parameter of a block. Parameters ---------- block : Block or HybridBlock The block whose parameter is to be applied weight-drop. local_param_rege...

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49.886076

24.594937

def _get_corresponding_parsers(self, func): """Get the parser that has been set up by the given `function`""" if func in self._used_functions: yield self if self._subparsers_action is not None: for parser in self._subparsers_action.choices.values(): for sp...

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48.25

11.625

def _split_stock_code(self, code): stock_str = str(code) split_loc = stock_str.find(".") '''do not use the built-in split function in python. The built-in function cannot handle some stock strings correctly. for instance, US..DJI, where the dot . itself is a part of original cod...

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46.4375

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def get_event_stream(self): """Get the event stream associated with this WVA Note that this event stream is shared across all users of this WVA device as the WVA only supports a single event stream. :return: a new :class:`WVAEventStream` instance """ if self._event_stre...

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38.363636

18.090909

def remove(self, pools): """ Remove Pools Running Script And Update to Not Created :param ids: List of ids :return: None on success :raise ScriptRemovePoolException :raise InvalidIdPoolException :raise NetworkAPIException """ ...

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22.157895

17.947368

def main(ctx, debug, base_config, env_file): # pragma: no cover """ \b _____ _ _ | |___| |___ ___ _ _| |___ | | | | . | | -_| _| | | | -_| |_|_|_|___|_|___|___|___|_|___| Molecule aids in the development and testing of Ansible roles. Enable autocomplete issue: ...

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27.894737

16

def make_server(host, port, app=None, server_class=AsyncWsgiServer, handler_class=AsyncWsgiHandler, ws_handler_class=None, ws_path='/ws'): """Create server instance with an optional WebSocket handler For pure WebSocket server ``app`` may be ``None...

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40.62963

16.962963

def uncompress(payload): """ Given a compressed ec key in bytes, uncompress it using math and return (x, y) """ payload = hexlify(payload) even = payload[:2] == b"02" x = int(payload[2:], 16) beta = pow(int(x ** 3 + A * x + B), int((P + 1) // 4), int(P)) y = (P-beta) if even else beta ...

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32.4

14.6

def multiplication_circuit(nbit, vartype=dimod.BINARY): """Multiplication circuit constraint satisfaction problem. A constraint satisfaction problem that represents the binary multiplication :math:`ab=p`, where the multiplicands are binary variables of length `nbit`; for example, :math:`a_0 + 2a_1 + 4a...

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43.395349

28.680233

def _insertFont(self, fontname, bfname, fontfile, fontbuffer, set_simple, idx, wmode, serif, encoding, ordering): """_insertFont(self, fontname, bfname, fontfile, fontbuffer, set_simple, idx, wmode, serif, encoding, ordering) -> PyObject *""" return _fitz.Page__insertFont(self, fontname, bfname, fontfil...

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127.666667

55.666667

def get_price(self): """ Shortcut to self.get_ticks(lookback=1, as_dict=True)['last'] """ tick = self.get_ticks(lookback=1, as_dict=True) return None if tick is None else tick['last']

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51

12

def get_structure_by_material_id(self, material_id, final=True, conventional_unit_cell=False): """ Get a Structure corresponding to a material_id. Args: material_id (str): Materials Project material_id (a string, e.g., mp-1234). ...

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41.318182

19.5

def function_arguments(func): """ This returns a list of all arguments :param func: callable object :return: list of str of the arguments for the function """ if getattr(inspect, 'signature', None) is None: return list(inspect.getargspec(func).args) else: return list(inspect....

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34.5

11.1

def _maybe_coerce_values(self, values): """Input validation for values passed to __init__. Ensure that we have datetime64TZ, coercing if necessary. Parametetrs ----------- values : array-like Must be convertible to datetime64 Returns ------- ...

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27.85

18.4