kejian/codesearchnet-python-rebalanced · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def get_tiles(self): """Get all TileCoordinates contained in the region""" for x, y in griditer(self.root_tile.x, self.root_tile.y, ncol=self.tiles_per_row): yield TileCoordinate(self.root_tile.zoom, x, y)	[ "def", "get_tiles", "(", "self", ")", ":", "for", "x", ",", "y", "in", "griditer", "(", "self", ".", "root_tile", ".", "x", ",", "self", ".", "root_tile", ".", "y", ",", "ncol", "=", "self", ".", "tiles_per_row", ")", ":", "yield", "TileCoordinate", ...	57.5	0.012876
def chugid(runas, group=None): ''' Change the current process to belong to the specified user (and the groups to which it belongs) ''' uinfo = pwd.getpwnam(runas) supgroups = [] supgroups_seen = set() if group: try: target_pw_gid = grp.getgrnam(group).gr_gid ...	[ "def", "chugid", "(", "runas", ",", "group", "=", "None", ")", ":", "uinfo", "=", "pwd", ".", "getpwnam", "(", "runas", ")", "supgroups", "=", "[", "]", "supgroups_seen", "=", "set", "(", ")", "if", "group", ":", "try", ":", "target_pw_gid", "=", "...	33.871429	0.00041
def SetPlatformArchContext(): """Add the running contexts to the config system.""" # Initialize the running platform context: _CONFIG.AddContext("Platform:%s" % platform.system().title()) machine = platform.uname()[4] if machine in ["x86_64", "AMD64", "i686"]: # 32 bit binaries running on AMD64 will sti...	[ "def", "SetPlatformArchContext", "(", ")", ":", "# Initialize the running platform context:", "_CONFIG", ".", "AddContext", "(", "\"Platform:%s\"", "%", "platform", ".", "system", "(", ")", ".", "title", "(", ")", ")", "machine", "=", "platform", ".", "uname", "...	27.842105	0.02011
def get_required_config(self): """because of the exsistance of subparsers, the configman options that correspond with argparse arguments are not a constant. We need to produce a copy of the namespace rather than the actual embedded namespace.""" required_config = Namespace() ...	[ "def", "get_required_config", "(", "self", ")", ":", "required_config", "=", "Namespace", "(", ")", "# add current options to a copy of required config", "for", "k", ",", "v", "in", "iteritems_breadth_first", "(", "self", ".", "required_config", ")", ":", "required_co...	45.65625	0.00134
def parse_iparamvalue(self, tup_tree): """ Parse expected IPARAMVALUE element. I.e. :: <!ELEMENT IPARAMVALUE (VALUE \| VALUE.ARRAY \| VALUE.REFERENCE \| INSTANCENAME \| CLASSNAME \| QUALIFIER.DECLARATION \| ...	[ "def", "parse_iparamvalue", "(", "self", ",", "tup_tree", ")", ":", "self", ".", "check_node", "(", "tup_tree", ",", "'IPARAMVALUE'", ",", "(", "'NAME'", ",", ")", ")", "child", "=", "self", ".", "optional_child", "(", "tup_tree", ",", "(", "'VALUE'", ",...	38.375	0.001589
def doc_create(self,index,itype,value): ''' Creates a document ''' request = self.session url = 'http://%s:%s/%s/%s/' % (self.host, self.port, index, itype) if self.verbose: print value response = request.post(url,value) return response	[ "def", "doc_create", "(", "self", ",", "index", ",", "itype", ",", "value", ")", ":", "request", "=", "self", ".", "session", "url", "=", "'http://%s:%s/%s/%s/'", "%", "(", "self", ".", "host", ",", "self", ".", "port", ",", "index", ",", "itype", ")...	30.3	0.019231
def find_ports(device): """ Find the port chain a device is plugged on. This is done by searching sysfs for a device that matches the device bus/address combination. Useful when the underlying usb lib does not return device.port_number for whatever reason. """ bus_id = device.bus d...	[ "def", "find_ports", "(", "device", ")", ":", "bus_id", "=", "device", ".", "bus", "dev_id", "=", "device", ".", "address", "for", "dirent", "in", "os", ".", "listdir", "(", "USB_SYS_PREFIX", ")", ":", "matches", "=", "re", ".", "match", "(", "USB_PORT...	31.925926	0.001126
def _write(self, request): """Actually serialize and write the request.""" with sw("serialize_request"): request_str = request.SerializeToString() with sw("write_request"): with catch_websocket_connection_errors(): self._sock.send(request_str)	[ "def", "_write", "(", "self", ",", "request", ")", ":", "with", "sw", "(", "\"serialize_request\"", ")", ":", "request_str", "=", "request", ".", "SerializeToString", "(", ")", "with", "sw", "(", "\"write_request\"", ")", ":", "with", "catch_websocket_connecti...	38.428571	0.010909
def _get_page_content(self, response): """Given a :class:`requests.Response`, return the :class:`xml.etree.Element` of the content `div`. :param response: a :class:`requests.Response` to parse :returns: the :class:`Element` of the first content `div` or `None` """ docume...	[ "def", "_get_page_content", "(", "self", ",", "response", ")", ":", "document", "=", "html5lib", ".", "parse", "(", "response", ".", "content", ",", "encoding", "=", "response", ".", "encoding", ",", "treebuilder", "=", "'etree'", ",", "namespaceHTMLElements",...	35.892857	0.001938
def approx_eq(val: Any, other: Any, *, atol: Union[int, float] = 1e-8) -> bool: """Approximately compares two objects. If `val` implements SupportsApproxEquality protocol then it is invoked and takes precedence over all other checks: - For primitive numeric types `int` and `float` approximate equality...	[ "def", "approx_eq", "(", "val", ":", "Any", ",", "other", ":", "Any", ",", "*", ",", "atol", ":", "Union", "[", "int", ",", "float", "]", "=", "1e-8", ")", "->", "bool", ":", "# Check if val defines approximate equality via _approx_eq_. This takes", "# precede...	40.103448	0.000839
def refresh(self) -> None: """Update the actual simulation values based on the toy-value pairs. Usually, one does not need to call refresh explicitly. The "magic" methods __call__, __setattr__, and __delattr__ invoke it automatically, when required. Instantiate a 1-dimensional...	[ "def", "refresh", "(", "self", ")", "->", "None", ":", "if", "not", "self", ":", "self", ".", "values", "[", ":", "]", "=", "0.", "elif", "len", "(", "self", ")", "==", "1", ":", "values", "=", "list", "(", "self", ".", "_toy2values", ".", "val...	32.64	0.000793
def list_pkgs(versions_as_list=False, removed=False, purge_desired=False, **kwargs): # pylint: disable=W0613 ''' List the packages currently installed in a dict:: {'<package_name>': '<version>'} removed If ``True``, then only packages which have b...	[ "def", "list_pkgs", "(", "versions_as_list", "=", "False", ",", "removed", "=", "False", ",", "purge_desired", "=", "False", ",", "", "", "kwargs", ")", ":", "# pylint: disable=W0613", "versions_as_list", "=", "salt", ".", "utils", ".", "data", ".", "is_tr...	37.102041	0.000268
def _windows_rename(self, tmp_filename): """ Workaround the fact that os.rename raises an OSError on Windows :param tmp_filename: The file to rename """ os.remove(self.input_file) if os.path.isfile(self.input_file) else None os.rename(tmp_filename, self.input_file)	[ "def", "_windows_rename", "(", "self", ",", "tmp_filename", ")", ":", "os", ".", "remove", "(", "self", ".", "input_file", ")", "if", "os", ".", "path", ".", "isfile", "(", "self", ".", "input_file", ")", "else", "None", "os", ".", "rename", "(", "tm...	34.666667	0.0125
def store_records_for_package(self, entry_point, records): """ Given that records are based on the parent, and the same entry point(s) will reference those same records multiple times, the actual stored records must be limited. """ pkg_records_entry = self._dist_to_packa...	[ "def", "store_records_for_package", "(", "self", ",", "entry_point", ",", "records", ")", ":", "pkg_records_entry", "=", "self", ".", "_dist_to_package_module_map", "(", "entry_point", ")", "pkg_records_entry", ".", "extend", "(", "rec", "for", "rec", "in", "recor...	48.588235	0.002375
def get_normalized_elevation_array(world): ''' Convert raw elevation into normalized values between 0 and 255, and return a numpy array of these values ''' e = world.layers['elevation'].data ocean = world.layers['ocean'].data mask = numpy.ma.array(e, mask=ocean) # only land min_elev_land ...	[ "def", "get_normalized_elevation_array", "(", "world", ")", ":", "e", "=", "world", ".", "layers", "[", "'elevation'", "]", ".", "data", "ocean", "=", "world", ".", "layers", "[", "'ocean'", "]", ".", "data", "mask", "=", "numpy", ".", "ma", ".", "arra...	37.869565	0.00224
def sqlite_by_shell(self, destination): """Method with shell and a temp file. This is hopefully fast.""" script_path = new_temp_path() self.sqlite_dump_shell(script_path) shell_output('sqlite3 -bail -init "%s" "%s" .quit' % (script, destination)) script.remove()	[ "def", "sqlite_by_shell", "(", "self", ",", "destination", ")", ":", "script_path", "=", "new_temp_path", "(", ")", "self", ".", "sqlite_dump_shell", "(", "script_path", ")", "shell_output", "(", "'sqlite3 -bail -init \"%s\" \"%s\" .quit'", "%", "(", "script", ",", ...	49.5	0.009934
def align_vectors(a, b, return_angle=False): """ Find a transform between two 3D vectors. Implements the method described here: http://ethaneade.com/rot_between_vectors.pdf Parameters -------------- a : (3,) float Source vector b : (3,) float Target vector return_angle ...	[ "def", "align_vectors", "(", "a", ",", "b", ",", "return_angle", "=", "False", ")", ":", "# copy of input vectors", "a", "=", "np", ".", "array", "(", "a", ",", "dtype", "=", "np", ".", "float64", ",", "copy", "=", "True", ")", "b", "=", "np", ".",...	26.071429	0.00044
def on_exception(wait_gen, exception, max_tries=None, max_time=None, jitter=full_jitter, giveup=lambda e: False, on_success=None, on_backoff=None, on_giveup=None, logg...	[ "def", "on_exception", "(", "wait_gen", ",", "exception", ",", "max_tries", "=", "None", ",", "max_time", "=", "None", ",", "jitter", "=", "full_jitter", ",", "giveup", "=", "lambda", "e", ":", "False", ",", "on_success", "=", "None", ",", "on_backoff", ...	48.333333	0.000233
def magic_timeit(setup, stmt, ncalls=None, repeat=3, force_ms=False): """Time execution of a Python statement or expression Usage:\\ %timeit [-n<N> -r<R> [-t\|-c]] statement Time execution of a Python statement or expression using the timeit module. Options: -n<N>: execute the given stateme...	[ "def", "magic_timeit", "(", "setup", ",", "stmt", ",", "ncalls", "=", "None", ",", "repeat", "=", "3", ",", "force_ms", "=", "False", ")", ":", "import", "timeit", "import", "math", "units", "=", "[", "\"s\"", ",", "\"ms\"", ",", "'us'", ",", "\"ns\"...	34.971831	0.000392
def _deleted_files(): ''' Iterates over /proc/PID/maps and /proc/PID/fd links and returns list of desired deleted files. Returns: List of deleted files to analyze, False on failure. ''' deleted_files = [] for proc in psutil.process_iter(): # pylint: disable=too-many-nested-blocks ...	[ "def", "_deleted_files", "(", ")", ":", "deleted_files", "=", "[", "]", "for", "proc", "in", "psutil", ".", "process_iter", "(", ")", ":", "# pylint: disable=too-many-nested-blocks", "try", ":", "pinfo", "=", "proc", ".", "as_dict", "(", "attrs", "=", "[", ...	38.514706	0.002234
def show(cls, app_id): """ Shows an app by issuing a GET request to the /apps/ID endpoint. """ conn = Qubole.agent() return conn.get(cls.element_path(app_id))	[ "def", "show", "(", "cls", ",", "app_id", ")", ":", "conn", "=", "Qubole", ".", "agent", "(", ")", "return", "conn", ".", "get", "(", "cls", ".", "element_path", "(", "app_id", ")", ")" ]	32.166667	0.010101
def paintGroup( self, painter ): """ Paints this item as the group look. :param painter \| <QPainter> """ # generate the rect rect = self.rect() padding = self.padding() gantt = self.scene().ganttWidget() cell_w = gant...	[ "def", "paintGroup", "(", "self", ",", "painter", ")", ":", "# generate the rect\r", "rect", "=", "self", ".", "rect", "(", ")", "padding", "=", "self", ".", "padding", "(", ")", "gantt", "=", "self", ".", "scene", "(", ")", ".", "ganttWidget", "(", ...	33.25	0.014988
def set_help(self): """Set help text markup. """ if not (self.field.help_text and self.attrs.get("_help")): return self.values["help"] = HELP_TEMPLATE.format(self.field.help_text)	[ "def", "set_help", "(", "self", ")", ":", "if", "not", "(", "self", ".", "field", ".", "help_text", "and", "self", ".", "attrs", ".", "get", "(", "\"_help\"", ")", ")", ":", "return", "self", ".", "values", "[", "\"help\"", "]", "=", "HELP_TEMPLATE",...	27.285714	0.035533
def _libvirt_creds(): ''' Returns the user and group that the disk images should be owned by ''' g_cmd = 'grep ^\\sgroup /etc/libvirt/qemu.conf' u_cmd = 'grep ^\\suser /etc/libvirt/qemu.conf' try: stdout = subprocess.Popen(g_cmd, shell=True, ...	[ "def", "_libvirt_creds", "(", ")", ":", "g_cmd", "=", "'grep ^\\\\sgroup /etc/libvirt/qemu.conf'", "u_cmd", "=", "'grep ^\\\\suser /etc/libvirt/qemu.conf'", "try", ":", "stdout", "=", "subprocess", ".", "Popen", "(", "g_cmd", ",", "shell", "=", "True", ",", "stdou...	38.238095	0.001215
def InnermostClass(self): """Get class info on the top of the stack. Returns: A _ClassInfo object if we are inside a class, or None otherwise. """ for i in range(len(self.stack), 0, -1): classinfo = self.stack[i - 1] if isinstance(classinfo, _ClassInfo): return classinfo r...	[ "def", "InnermostClass", "(", "self", ")", ":", "for", "i", "in", "range", "(", "len", "(", "self", ".", "stack", ")", ",", "0", ",", "-", "1", ")", ":", "classinfo", "=", "self", ".", "stack", "[", "i", "-", "1", "]", "if", "isinstance", "(", ...	29.090909	0.009091
def create_file_vdev(size, vdevs): ''' Creates file based virtual devices for a zpool CLI Example: .. code-block:: bash salt '' zpool.create_file_vdev 7G /path/to/vdev1 [/path/to/vdev2] [...] .. note:: Depending on file size, the above command may take a while to return. ...	[ "def", "create_file_vdev", "(", "size", ",", "*", "vdevs", ")", ":", "ret", "=", "OrderedDict", "(", ")", "err", "=", "OrderedDict", "(", ")", "_mkfile_cmd", "=", "salt", ".", "utils", ".", "path", ".", "which", "(", "'mkfile'", ")", "for", "vdev", "...	26.268293	0.001791
def upload(self, name: str) -> bool: """ Attempts to upload a given Docker image from this server to DockerHub. Parameters: name: the name of the Docker image. Returns: `True` if successfully uploaded, otherwise `False`. """ try: out ...	[ "def", "upload", "(", "self", ",", "name", ":", "str", ")", "->", "bool", ":", "try", ":", "out", "=", "self", ".", "__docker", ".", "images", ".", "push", "(", "name", ",", "stream", "=", "True", ")", "for", "line", "in", "out", ":", "line", "...	37.08	0.002103
def count_time(function): """ Function: count_time Summary: get the time to finish a function print at the end that time to stdout Examples: <NONE> Attributes: @param (function): function Returns: wrapped function """ @wraps(function) def _wrapper(args, *kwargs...	[ "def", "count_time", "(", "function", ")", ":", "@", "wraps", "(", "function", ")", "def", "_wrapper", "(", "", "args", ",", "", "", "kwargs", ")", ":", "before", "=", "time", "(", ")", "result", "=", "function", "(", "", "args", ",", "", "...	27.681818	0.001587
def handle_GET_ttablegraph(self,params): """Draw a Marey graph in SVG for a pattern (collection of trips in a route that visit the same sequence of stops).""" schedule = self.server.schedule marey = MareyGraph() trip = schedule.GetTrip(params.get('trip', None)) route = schedule.GetRoute(trip.rou...	[ "def", "handle_GET_ttablegraph", "(", "self", ",", "params", ")", ":", "schedule", "=", "self", ".", "server", ".", "schedule", "marey", "=", "MareyGraph", "(", ")", "trip", "=", "schedule", ".", "GetTrip", "(", "params", ".", "get", "(", "'trip'", ",", ...	34.342857	0.008091
def get_error(self): """ Get an error string from the device """ err_str = hidapi.hid_error(self._device) if err_str == ffi.NULL: return None else: return ffi.string(err_str)	[ "def", "get_error", "(", "self", ")", ":", "err_str", "=", "hidapi", ".", "hid_error", "(", "self", ".", "_device", ")", "if", "err_str", "==", "ffi", ".", "NULL", ":", "return", "None", "else", ":", "return", "ffi", ".", "string", "(", "err_str", ")...	26.444444	0.00813
def grouped_mean(arr, spike_clusters): """Compute the mean of a spike-dependent quantity for every cluster. The two arguments should be 1D array with `n_spikes` elements. The output is a 1D array with `n_clusters` elements. The clusters are sorted in increasing order. """ arr = np.asarray(arr...	[ "def", "grouped_mean", "(", "arr", ",", "spike_clusters", ")", ":", "arr", "=", "np", ".", "asarray", "(", "arr", ")", "spike_clusters", "=", "np", ".", "asarray", "(", "spike_clusters", ")", "assert", "arr", ".", "ndim", "==", "1", "assert", "arr", "....	37.190476	0.001248
def _findOverlap(self, img_rgb, overlap, overlapDeviation, rotation, rotationDeviation): ''' return offset(x,y) which fit best self._base_img through template matching ''' # get gray images if len(img_rgb.shape) != len(img_rgb.shape): ...	[ "def", "_findOverlap", "(", "self", ",", "img_rgb", ",", "overlap", ",", "overlapDeviation", ",", "rotation", ",", "rotationDeviation", ")", ":", "# get gray images\r", "if", "len", "(", "img_rgb", ".", "shape", ")", "!=", "len", "(", "img_rgb", ".", "shape"...	37.738095	0.001845
def user_organizations(self, user_id, kwargs): "https://developer.zendesk.com/rest_api/docs/core/organizations#list-organizations" api_path = "/api/v2/users/{user_id}/organizations.json" api_path = api_path.format(user_id=user_id) return self.call(api_path, kwargs)	[ "def", "user_organizations", "(", "self", ",", "user_id", ",", "", "", "kwargs", ")", ":", "api_path", "=", "\"/api/v2/users/{user_id}/organizations.json\"", "api_path", "=", "api_path", ".", "format", "(", "user_id", "=", "user_id", ")", "return", "self", "."...	59.4	0.009967
def raise_(tp, value=None, tb=None): """ A function that matches the Python 2.x ``raise`` statement. This allows re-raising exceptions with the cls value and traceback on Python 2 and 3. """ if value is not None and isinstance(tp, Exception): raise TypeError("instance exception may not h...	[ "def", "raise_", "(", "tp", ",", "value", "=", "None", ",", "tb", "=", "None", ")", ":", "if", "value", "is", "not", "None", "and", "isinstance", "(", "tp", ",", "Exception", ")", ":", "raise", "TypeError", "(", "\"instance exception may not have a separat...	32.8	0.001976
def create_atari_environment(name): """ Create OpenAI Gym atari environment :param name: name of the atari game :return: Preconfigured environment suitable for atari games """ env = gym.make(name) env = NoopResetEnv(env, noop_max=30) env = EpisodicLifeEnv(env) env = ClipRewardEnv(env) action_names...	[ "def", "create_atari_environment", "(", "name", ")", ":", "env", "=", "gym", ".", "make", "(", "name", ")", "env", "=", "NoopResetEnv", "(", "env", ",", "noop_max", "=", "30", ")", "env", "=", "EpisodicLifeEnv", "(", "env", ")", "env", "=", "ClipReward...	25.777778	0.022869
def startup_capabilities(cls, rcfile=False, norc=False, stdin=False, command=False): """ Given a set of options related to shell startup, return the actual options that will be applied. @returns 4-tuple representing applied value of each option. """ ...	[ "def", "startup_capabilities", "(", "cls", ",", "rcfile", "=", "False", ",", "norc", "=", "False", ",", "stdin", "=", "False", ",", "command", "=", "False", ")", ":", "raise", "NotImplementedError" ]	43.125	0.008523
def add_element(self, element): """ Add an element to this ComplexType and also append it to element dict of parent type graph. """ self.elements.append(element) self.type_graph.add_element(element)	[ "def", "add_element", "(", "self", ",", "element", ")", ":", "self", ".", "elements", ".", "append", "(", "element", ")", "self", ".", "type_graph", ".", "add_element", "(", "element", ")" ]	34.285714	0.00813
def to_identifier(s): """ Convert snake_case to camel_case. """ if s.startswith('GPS'): s = 'Gps' + s[3:] return ''.join([i.capitalize() for i in s.split('_')]) if '_' in s else s	[ "def", "to_identifier", "(", "s", ")", ":", "if", "s", ".", "startswith", "(", "'GPS'", ")", ":", "s", "=", "'Gps'", "+", "s", "[", "3", ":", "]", "return", "''", ".", "join", "(", "[", "i", ".", "capitalize", "(", ")", "for", "i", "in", "s",...	27	0.025641
def fit_radius_from_potentials(z, SampleFreq, Damping, HistBins=100, show_fig=False): """ Fits the dynamical potential to the Steady State Potential by varying the Radius. z : ndarray Position data SampleFreq : float frequency at which the position data was sampled ...	[ "def", "fit_radius_from_potentials", "(", "z", ",", "SampleFreq", ",", "Damping", ",", "HistBins", "=", "100", ",", "show_fig", "=", "False", ")", ":", "dt", "=", "1", "/", "SampleFreq", "boltzmann", "=", "Boltzmann", "temp", "=", "300", "# why halved??", ...	33.15873	0.010228
def dex_ticker(self): ''' Simply grabs the ticker using the steem_instance method and adds it to a class variable. ''' self.dex = Dex(self.steem_instance()) self.ticker = self.dex.get_ticker(); return self.ticker	[ "def", "dex_ticker", "(", "self", ")", ":", "self", ".", "dex", "=", "Dex", "(", "self", ".", "steem_instance", "(", ")", ")", "self", ".", "ticker", "=", "self", ".", "dex", ".", "get_ticker", "(", ")", "return", "self", ".", "ticker" ]	32.75	0.01487
def dBinaryRochedx (r, D, q, F): """ Computes a derivative of the potential with respect to x. @param r: relative radius vector (3 components) @param D: instantaneous separation @param q: mass ratio @param F: synchronicity parameter """ return -r[0](r[0]r[0]+r[1]*r...	[ "def", "dBinaryRochedx", "(", "r", ",", "D", ",", "q", ",", "F", ")", ":", "return", "-", "r", "[", "0", "]", "", "(", "r", "[", "0", "]", "", "r", "[", "0", "]", "+", "r", "[", "1", "]", "*", "r", "[", "1", "]", "+", "r", "[", "2...	41.3	0.011848
def imrotate(img, angle, center=None, scale=1.0, border_value=0, auto_bound=False): """Rotate an image. Args: img (ndarray): Image to be rotated. angle (float): Rotation angle in degrees, positive values mean clockwise...	[ "def", "imrotate", "(", "img", ",", "angle", ",", "center", "=", "None", ",", "scale", "=", "1.0", ",", "border_value", "=", "0", ",", "auto_bound", "=", "False", ")", ":", "if", "center", "is", "not", "None", "and", "auto_bound", ":", "raise", "Valu...	33.365854	0.00071
def complexes(network, state): """Return all irreducible complexes of the network. Args: network (Network): The \|Network\| of interest. state (tuple[int]): The state of the network (a binary tuple). Yields: SystemIrreducibilityAnalysis: A \|SIA\| for each \|Subsystem\| of the \|N...	[ "def", "complexes", "(", "network", ",", "state", ")", ":", "engine", "=", "FindIrreducibleComplexes", "(", "possible_complexes", "(", "network", ",", "state", ")", ")", "return", "engine", ".", "run", "(", "config", ".", "PARALLEL_COMPLEX_EVALUATION", ")" ]	37.846154	0.001984
def get_undecorated_calling_module(): """Returns the module name of the caller's calling module. If a.py makes a call to b() in b.py, b() can get the name of the calling module (i.e. a) by calling get_undecorated_calling_module(). The module also includes its full path. As the name suggests, this ...	[ "def", "get_undecorated_calling_module", "(", ")", ":", "frame", "=", "inspect", ".", "stack", "(", ")", "[", "2", "]", "module", "=", "inspect", ".", "getmodule", "(", "frame", "[", "0", "]", ")", "# Return the module's file and its path", "# and omit the exten...	38.333333	0.001698
def create_lease_object_from_subnet(self, subnet): """ Create a lease from ip in a dotted decimal format, (for example `192.168.200.0/24`). the _cidr will be added if not exist in `subnet`. Args: subnet (str): The value of the third octet Returns: ...	[ "def", "create_lease_object_from_subnet", "(", "self", ",", "subnet", ")", ":", "if", "'/'", "not", "in", "subnet", ":", "subnet", "=", "'{}/{}'", ".", "format", "(", "subnet", ",", "self", ".", "_cidr", ")", "try", ":", "if", "not", "self", ".", "is_l...	33.892857	0.002049
def get_args(self, state, all_params, remainder, argspec, im_self): ''' Determines the arguments for a controller based upon parameters passed the argument specification for the controller. ''' args = [] varargs = [] kwargs = dict() valid_args = argspec.ar...	[ "def", "get_args", "(", "self", ",", "state", ",", "all_params", ",", "remainder", ",", "argspec", ",", "im_self", ")", ":", "args", "=", "[", "]", "varargs", "=", "[", "]", "kwargs", "=", "dict", "(", ")", "valid_args", "=", "argspec", ".", "args", ...	32.684211	0.001042
def indent_iterable(elems: Sequence[str], num: int = 2) -> List[str]: """Indent an iterable.""" return [" " * num + l for l in elems]	[ "def", "indent_iterable", "(", "elems", ":", "Sequence", "[", "str", "]", ",", "num", ":", "int", "=", "2", ")", "->", "List", "[", "str", "]", ":", "return", "[", "\" \"", "*", "num", "+", "l", "for", "l", "in", "elems", "]" ]	46.333333	0.014184
def _to_rfc822(date): """_to_rfc822(datetime.datetime) -> str The datetime `strftime` method is subject to locale-specific day and month names, so this function hardcodes the conversion.""" months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec'] da...	[ "def", "_to_rfc822", "(", "date", ")", ":", "months", "=", "[", "'Jan'", ",", "'Feb'", ",", "'Mar'", ",", "'Apr'", ",", "'May'", ",", "'Jun'", ",", "'Jul'", ",", "'Aug'", ",", "'Sep'", ",", "'Oct'", ",", "'Nov'", ",", "'Dec'", "]", "days", "=", "...	37.235294	0.001541
def _sanitize_url_components(comp_list, field): ''' Recursive function to sanitize each component of the url. ''' if not comp_list: return '' elif comp_list[0].startswith('{0}='.format(field)): ret = '{0}=XXXXXXXXXX&'.format(field) comp_list.remove(comp_list[0]) retur...	[ "def", "_sanitize_url_components", "(", "comp_list", ",", "field", ")", ":", "if", "not", "comp_list", ":", "return", "''", "elif", "comp_list", "[", "0", "]", ".", "startswith", "(", "'{0}='", ".", "format", "(", "field", ")", ")", ":", "ret", "=", "'...	36.571429	0.001905
def leastsq_NxN(x, y, fit_offset=False, perc=None): """Solution to least squares: gamma = cov(X,Y) / var(X) """ if perc is not None: if not fit_offset and isinstance(perc, (list, tuple)): perc = perc[1] weights = csr_matrix(get_weight(x, y, perc)).astype(bool) x, y = weights.multiply...	[ "def", "leastsq_NxN", "(", "x", ",", "y", ",", "fit_offset", "=", "False", ",", "perc", "=", "None", ")", ":", "if", "perc", "is", "not", "None", ":", "if", "not", "fit_offset", "and", "isinstance", "(", "perc", ",", "(", "list", ",", "tuple", ")",...	35.774194	0.001756
def getFileSystemSize(dirPath): """ Return the free space, and total size of the file system hosting `dirPath`. :param str dirPath: A valid path to a directory. :return: free space and total size of file system :rtype: tuple """ assert os.path.exists(dirPath) diskStats = os.statvfs(dirP...	[ "def", "getFileSystemSize", "(", "dirPath", ")", ":", "assert", "os", ".", "path", ".", "exists", "(", "dirPath", ")", "diskStats", "=", "os", ".", "statvfs", "(", "dirPath", ")", "freeSpace", "=", "diskStats", ".", "f_frsize", "*", "diskStats", ".", "f_...	34.923077	0.002146
def extractContent(self, text): """Extract the content of comment text. """ m = self.nextValidComment(text) return '' if m is None else m.group(1)	[ "def", "extractContent", "(", "self", ",", "text", ")", ":", "m", "=", "self", ".", "nextValidComment", "(", "text", ")", "return", "''", "if", "m", "is", "None", "else", "m", ".", "group", "(", "1", ")" ]	24.857143	0.011111
def purge_archived_resources(user, table): """Remove the entries to be purged from the database. """ if user.is_not_super_admin(): raise dci_exc.Unauthorized() where_clause = sql.and_( table.c.state == 'archived' ) query = table.delete().where(where_clause) flask.g.db_conn.exec...	[ "def", "purge_archived_resources", "(", "user", ",", "table", ")", ":", "if", "user", ".", "is_not_super_admin", "(", ")", ":", "raise", "dci_exc", ".", "Unauthorized", "(", ")", "where_clause", "=", "sql", ".", "and_", "(", "table", ".", "c", ".", "stat...	29.923077	0.002494
def find_ip6_by_id(self, id_ip): """ Get an IP6 by ID :param id_ip: IP6 identifier. Integer value and greater than zero. :return: Dictionary with the following structure: :: {'ip': {'id': < id >, 'block1': <block1>, 'block2': <block2>, ...	[ "def", "find_ip6_by_id", "(", "self", ",", "id_ip", ")", ":", "if", "not", "is_valid_int_param", "(", "id_ip", ")", ":", "raise", "InvalidParameterError", "(", "u'Ipv6 identifier is invalid or was not informed.'", ")", "url", "=", "'ipv6/get/'", "+", "str", "(", "...	32.243902	0.002203
def admin_dropdown_menu(context): """ Renders the app list for the admin dropdown menu navigation. """ template_vars = context.flatten() user = context["request"].user if user.is_staff: template_vars["dropdown_menu_app_list"] = admin_app_list( context["request"]) if u...	[ "def", "admin_dropdown_menu", "(", "context", ")", ":", "template_vars", "=", "context", ".", "flatten", "(", ")", "user", "=", "context", "[", "\"request\"", "]", ".", "user", "if", "user", ".", "is_staff", ":", "template_vars", "[", "\"dropdown_menu_app_list...	38.142857	0.001218
def startup_config_path(self): """ :returns: Path of the startup config """ return os.path.join(self._working_directory, "configs", "i{}_startup-config.cfg".format(self._dynamips_id))	[ "def", "startup_config_path", "(", "self", ")", ":", "return", "os", ".", "path", ".", "join", "(", "self", ".", "_working_directory", ",", "\"configs\"", ",", "\"i{}_startup-config.cfg\"", ".", "format", "(", "self", ".", "_dynamips_id", ")", ")" ]	42.2	0.013953
def Validate(self, problems, validate_children=True): """Validate attributes of this object. Check that this object has all required values set to a valid value without reference to the rest of the schedule. If the _schedule attribute is set then check that references such as route_id and service_id ar...	[ "def", "Validate", "(", "self", ",", "problems", ",", "validate_children", "=", "True", ")", ":", "self", ".", "ValidateRouteId", "(", "problems", ")", "self", ".", "ValidateServicePeriod", "(", "problems", ")", "self", ".", "ValidateDirectionId", "(", "proble...	42.086957	0.00202
def project_layout(proposal, user=None, repo=None, log=None): """ generate the project template proposal is the name of the project, user is an object containing some information about the user. - full name, - github username - email """ proposal = proposal.lower(...	[ "def", "project_layout", "(", "proposal", ",", "user", "=", "None", ",", "repo", "=", "None", ",", "log", "=", "None", ")", ":", "proposal", "=", "proposal", ".", "lower", "(", ")", "#context_file = os.path.expanduser('~/.cookiecutters/cookiecutter-pypackage/cookiec...	23.015152	0.00947
def humanize_bandwidth(bits): ''' Accept some number of bits/sec (i.e., a link capacity) as an integer, and return a string representing a 'human'(-like) representation of the capacity, e.g., 10 Mb/s, 1.5 Mb/s, 900 Gb/s. As is the standard in networking, capacity values are assumed to be ba...	[ "def", "humanize_bandwidth", "(", "bits", ")", ":", "unit", "=", "''", "divisor", "=", "1", "if", "bits", "<", "1000", ":", "unit", "=", "'bits'", "divisor", "=", "1", "elif", "bits", "<", "1000000", ":", "unit", "=", "'Kb'", "divisor", "=", "1000", ...	26.388889	0.001015
def predict(self, h=5, intervals=False): """ Makes forecast with the estimated model Parameters ---------- h : int (default : 5) How many steps ahead would you like to forecast? intervals : boolean (default: False) Whether to return prediction intervals ...	[ "def", "predict", "(", "self", ",", "h", "=", "5", ",", "intervals", "=", "False", ")", ":", "if", "self", ".", "latent_variables", ".", "estimated", "is", "False", ":", "raise", "Exception", "(", "\"No latent variables estimated!\"", ")", "else", ":", "lm...	44.681818	0.010617
def _heighten(self, resource): """ Change image size by height :param resource: Image :return: Image """ original_width, original_height = resource.size target_height = self.value target_width = int((float(target_height) / original_height) * original_widt...	[ "def", "_heighten", "(", "self", ",", "resource", ")", ":", "original_width", ",", "original_height", "=", "resource", ".", "size", "target_height", "=", "self", ".", "value", "target_width", "=", "int", "(", "(", "float", "(", "target_height", ")", "/", "...	29.857143	0.009281
def x(self, x): """Project x as y""" if x is None: return None if self._force_vertical: return super(HorizontalView, self).x(x) return super(HorizontalView, self).y(x)	[ "def", "x", "(", "self", ",", "x", ")", ":", "if", "x", "is", "None", ":", "return", "None", "if", "self", ".", "_force_vertical", ":", "return", "super", "(", "HorizontalView", ",", "self", ")", ".", "x", "(", "x", ")", "return", "super", "(", "...	31	0.008969
def _shuffle_tfrecord(path, random_gen): """Shuffle a single record file in memory.""" # Read all records record_iter = tf.compat.v1.io.tf_record_iterator(path) all_records = [ r for r in utils.tqdm( record_iter, desc="Reading...", unit=" examples", leave=False) ] # Shuffling in memory ran...	[ "def", "_shuffle_tfrecord", "(", "path", ",", "random_gen", ")", ":", "# Read all records", "record_iter", "=", "tf", ".", "compat", ".", "v1", ".", "io", ".", "tf_record_iterator", "(", "path", ")", "all_records", "=", "[", "r", "for", "r", "in", "utils",...	35.6	0.020073
def add_codewords(matrix, codewords, version): """\ Adds the codewords (data and error correction) to the provided matrix. ISO/IEC 18004:2015(E) -- 7.7.3 Symbol character placement (page 46) :param matrix: The matrix to add the codewords into. :param codewords: Sequence of ints """ matrix_...	[ "def", "add_codewords", "(", "matrix", ",", "codewords", ",", "version", ")", ":", "matrix_size", "=", "len", "(", "matrix", ")", "is_micro", "=", "version", "<", "1", "# Necessary for M1 and M3: The algorithm would start at the upper right", "# corner, see <https://githu...	46.621622	0.001704
def include_(parser, token): """Similar to built-in ``include`` template tag, but allowing template variables to be used in template name and a fallback template, thus making the tag more dynamic. .. warning:: Requires Django 1.8+ Example: {% load etc_misc %} {% include_ "sub_{{ p...	[ "def", "include_", "(", "parser", ",", "token", ")", ":", "bits", "=", "token", ".", "split_contents", "(", ")", "dynamic", "=", "False", "# We fallback to built-in `include` if a template name contains no variables.", "if", "len", "(", "bits", ")", ">=", "2", ":"...	27.232143	0.001899
def format_cmdline(args, maxwidth=80): '''Format args into a shell-quoted command line. The result will be wrapped to maxwidth characters where possible, not breaking a single long argument. ''' # Leave room for the space and backslash at the end of each line maxwidth -= 2 def lines(): ...	[ "def", "format_cmdline", "(", "args", ",", "maxwidth", "=", "80", ")", ":", "# Leave room for the space and backslash at the end of each line", "maxwidth", "-=", "2", "def", "lines", "(", ")", ":", "line", "=", "''", "for", "a", "in", "(", "shell_quote", "(", ...	29.655172	0.001126
def compute_eigenvalues(in_prefix, out_prefix): """Computes the Eigenvalues using smartpca from Eigensoft. :param in_prefix: the prefix of the input files. :param out_prefix: the prefix of the output files. :type in_prefix: str :type out_prefix: str Creates a "parameter file" used by smartpca...	[ "def", "compute_eigenvalues", "(", "in_prefix", ",", "out_prefix", ")", ":", "# First, we create the parameter file", "with", "open", "(", "out_prefix", "+", "\".parameters\"", ",", "\"w\"", ")", "as", "o_file", ":", "print", ">>", "o_file", ",", "\"genotypename: ...	38.28	0.001019
def decode_msg(raw_msg): """ Decodes jsonrpc 2.0 raw message objects into JsonRpcMsg objects. Examples: Request: { "jsonrpc": "2.0", "id": 1, "method": "subtract", "params": [42, 23] } Notification: ...	[ "def", "decode_msg", "(", "raw_msg", ")", ":", "try", ":", "msg_data", "=", "json", ".", "loads", "(", "raw_msg", ")", "except", "ValueError", ":", "raise", "RpcParseError", "# check jsonrpc version", "if", "'jsonrpc'", "not", "in", "msg_data", "or", "not", ...	28.275229	0.000313
def trap_ctrl_c_ctrl_break() -> None: """ Prevent ``CTRL-C``, ``CTRL-BREAK``, and similar signals from doing anything. See - https://docs.python.org/3/library/signal.html#signal.SIG_IGN - https://msdn.microsoft.com/en-us/library/xdkz3x12.aspx - https://msdn.microsoft.com/en-us/libr...	[ "def", "trap_ctrl_c_ctrl_break", "(", ")", "->", "None", ":", "# noqa", "signal", ".", "signal", "(", "signal", ".", "SIGINT", ",", "ctrl_c_trapper", ")", "signal", ".", "signal", "(", "signal", ".", "SIGTERM", ",", "sigterm_trapper", ")", "if", "platform", ...	36.583333	0.000555
def _format_table(fmt, headers, rows, colwidths, colaligns): """Produce a plain-text representation of the table.""" lines = [] hidden = fmt.with_header_hide if headers else fmt.without_header_hide pad = fmt.padding headerrow = fmt.headerrow if fmt.headerrow else fmt.datarow if fmt.lineabove an...	[ "def", "_format_table", "(", "fmt", ",", "headers", ",", "rows", ",", "colwidths", ",", "colaligns", ")", ":", "lines", "=", "[", "]", "hidden", "=", "fmt", ".", "with_header_hide", "if", "headers", "else", "fmt", ".", "without_header_hide", "pad", "=", ...	40.421053	0.000636
def findAllBycolumn(self, target): """ Returns an array of columns in the region (defined by the raster), each column containing all matches in that column for the target pattern. """ column_matches = [] for column_index in range(self._raster[1]): column = self.getRow(column_...	[ "def", "findAllBycolumn", "(", "self", ",", "target", ")", ":", "column_matches", "=", "[", "]", "for", "column_index", "in", "range", "(", "self", ".", "_raster", "[", "1", "]", ")", ":", "column", "=", "self", ".", "getRow", "(", "column_index", ")",...	51.875	0.009479
def fromMessage(klass, message, op_endpoint): """Construct me from an OpenID message. @raises ProtocolError: When not all required parameters are present in the message. @raises MalformedReturnURL: When the C{return_to} URL is not a URL. @raises UntrustedReturnURL: When th...	[ "def", "fromMessage", "(", "klass", ",", "message", ",", "op_endpoint", ")", ":", "self", "=", "klass", ".", "__new__", "(", "klass", ")", "self", ".", "message", "=", "message", "self", ".", "op_endpoint", "=", "op_endpoint", "mode", "=", "message", "."...	41.903226	0.000752
def create_file(self, share_name, directory_name, file_name, content_length, content_settings=None, metadata=None, timeout=None): ''' Creates a new file. See create_file_from_* for high level functions that handle the creation and upload of large ...	[ "def", "create_file", "(", "self", ",", "share_name", ",", "directory_name", ",", "file_name", ",", "content_length", ",", "content_settings", "=", "None", ",", "metadata", "=", "None", ",", "timeout", "=", "None", ")", ":", "_validate_not_none", "(", "'share_...	40.744186	0.00223
def beacon(config): ''' Watch the configured files Example Config .. code-block:: yaml beacons: inotify: - files: /path/to/file/or/dir: mask: - open - create - close_write ...	[ "def", "beacon", "(", "config", ")", ":", "_config", "=", "{", "}", "list", "(", "map", "(", "_config", ".", "update", ",", "config", ")", ")", "ret", "=", "[", "]", "notifier", "=", "_get_notifier", "(", "_config", ")", "wm", "=", "notifier", ".",...	36.836257	0.001082
def configure_rmq_ssl_on(self, sentry_units, deployment, port=None, max_wait=60): """Turn ssl charm config option on, with optional non-default ssl port specification. Confirm that it is enabled on every unit. :param sentry_units: list of sentry units ...	[ "def", "configure_rmq_ssl_on", "(", "self", ",", "sentry_units", ",", "deployment", ",", "port", "=", "None", ",", "max_wait", "=", "60", ")", ":", "self", ".", "log", ".", "debug", "(", "'Setting ssl charm config option: on'", ")", "# Enable RMQ SSL", "config"...	35.914286	0.002324
def validate_instance_dbname(self, dbname): ''' Validate instance database name ''' # 1-64 alphanumeric characters, cannot be a reserved MySQL word if re.match('[\w-]+$', dbname) is not None: if len(dbname) <= 41 and len(dbname) >= 1: if dbname.lower() not in MYSQL_RE...	[ "def", "validate_instance_dbname", "(", "self", ",", "dbname", ")", ":", "# 1-64 alphanumeric characters, cannot be a reserved MySQL word", "if", "re", ".", "match", "(", "'[\\w-]+$'", ",", "dbname", ")", "is", "not", "None", ":", "if", "len", "(", "dbname", ")", ...	53.777778	0.010163
def open(self): """ Search device on USB tree and set is as escpos device """ self.device = usb.core.find(idVendor=self.idVendor, idProduct=self.idProduct) if self.device is None: raise NoDeviceError() try: if self.device.is_kernel_driver_active(self.inte...	[ "def", "open", "(", "self", ")", ":", "self", ".", "device", "=", "usb", ".", "core", ".", "find", "(", "idVendor", "=", "self", ".", "idVendor", ",", "idProduct", "=", "self", ".", "idProduct", ")", "if", "self", ".", "device", "is", "None", ":", ...	43.769231	0.008606
def resize_image(fullfile,fullfile_resized,_megapixels): """Resizes image (fullfile), saves to fullfile_resized. Image aspect ratio is conserved, will be scaled to be close to _megapixels in size. Eg if _megapixels=2, will resize 2560x1920 so each dimension is scaled by ((2*(20+1MP))/float(2560*1920)...	[ "def", "resize_image", "(", "fullfile", ",", "fullfile_resized", ",", "_megapixels", ")", ":", "logger", ".", "debug", "(", "\"%s - Resizing to %s MP\"", "%", "(", "fullfile", ",", "_megapixels", ")", ")", "img", "=", "Image", ".", "open", "(", "fullfile", "...	36.657143	0.024298
def sqlite_by_df(self, destination, progress): """Is this fast?""" db = SQLiteDatabase(destination) db.create() for table in progress(self.real_tables): self[table].to_sql(table, con=db.connection) db.close()	[ "def", "sqlite_by_df", "(", "self", ",", "destination", ",", "progress", ")", ":", "db", "=", "SQLiteDatabase", "(", "destination", ")", "db", ".", "create", "(", ")", "for", "table", "in", "progress", "(", "self", ".", "real_tables", ")", ":", "self", ...	40.5	0.016129
def splitEkmDate(dateint): """Break out a date from Omnimeter read. Note a corrupt date will raise an exception when you convert it to int to hand to this method. Args: dateint (int): Omnimeter datetime as int. Returns: tuple: Named tuple which breaks ...	[ "def", "splitEkmDate", "(", "dateint", ")", ":", "date_str", "=", "str", "(", "dateint", ")", "dt", "=", "namedtuple", "(", "'EkmDate'", ",", "[", "'yy'", ",", "'mm'", ",", "'dd'", ",", "'weekday'", ",", "'hh'", ",", "'minutes'", ",", "'ss'", "]", ")...	31.473684	0.002433
def human_id(self): """Subclasses may override this to provide a pretty ID which can be used for bash completion. """ if self.NAME_ATTR in self.__dict__ and self.HUMAN_ID: return utils.to_slug(getattr(self, self.NAME_ATTR)) return None	[ "def", "human_id", "(", "self", ")", ":", "if", "self", ".", "NAME_ATTR", "in", "self", ".", "__dict__", "and", "self", ".", "HUMAN_ID", ":", "return", "utils", ".", "to_slug", "(", "getattr", "(", "self", ",", "self", ".", "NAME_ATTR", ")", ")", "re...	40.142857	0.010453
def import_model(self, source): """Import and return model instance.""" model = super(NonstrictImporter, self).import_model(source) sbml.convert_sbml_model(model) return model	[ "def", "import_model", "(", "self", ",", "source", ")", ":", "model", "=", "super", "(", "NonstrictImporter", ",", "self", ")", ".", "import_model", "(", "source", ")", "sbml", ".", "convert_sbml_model", "(", "model", ")", "return", "model" ]	40.6	0.009662
def cleanup(self): """Deletes this worker's subscription.""" if self.subscription: logger.info("Deleting worker subscription...") self.subscriber_client.delete_subscription(self.subscription)	[ "def", "cleanup", "(", "self", ")", ":", "if", "self", ".", "subscription", ":", "logger", ".", "info", "(", "\"Deleting worker subscription...\"", ")", "self", ".", "subscriber_client", ".", "delete_subscription", "(", "self", ".", "subscription", ")" ]	45.4	0.008658
def is_reserved(self): """Test if the address is otherwise IETF reserved. Returns: A boolean, True if the address is within one of the reserved IPv6 Network ranges. """ reserved_nets = [IPv6Network('::/8'), IPv6Network('100::/8'), IPv6Ne...	[ "def", "is_reserved", "(", "self", ")", ":", "reserved_nets", "=", "[", "IPv6Network", "(", "'::/8'", ")", ",", "IPv6Network", "(", "'100::/8'", ")", ",", "IPv6Network", "(", "'200::/7'", ")", ",", "IPv6Network", "(", "'400::/6'", ")", ",", "IPv6Network", ...	45.666667	0.002384
def calendar_date(jd_integer): """Convert Julian Day `jd_integer` into a Gregorian (year, month, day).""" k = jd_integer + 68569 n = 4 * k // 146097 k = k - (146097 * n + 3) // 4 m = 4000 * (k + 1) // 1461001 k = k - 1461 * m // 4 + 31 month = 80 * k // 2447 day = k - 2447 * month // 8...	[ "def", "calendar_date", "(", "jd_integer", ")", ":", "k", "=", "jd_integer", "+", "68569", "n", "=", "4", "", "k", "//", "146097", "k", "=", "k", "-", "(", "146097", "", "n", "+", "3", ")", "//", "4", "m", "=", "4000", "*", "(", "k", "+", ...	24.705882	0.002294
def flat_images(images, grid=None, bfill=1.0, bsz=(1, 1)): """ convert batch image to flat image with margin inserted [B,h,w,c] => [H,W,c] :param images: :param grid: patch grid cell size of (Row, Col) :param bfill: board filling value :param bsz: int or (int, int) board size :return: fl...	[ "def", "flat_images", "(", "images", ",", "grid", "=", "None", ",", "bfill", "=", "1.0", ",", "bsz", "=", "(", "1", ",", "1", ")", ")", ":", "if", "images", ".", "ndim", "==", "4", "and", "images", ".", "shape", "[", "-", "1", "]", "==", "1",...	32.73913	0.001289
def blockstack_tx_filter( tx ): """ Virtualchain tx filter function: * only take txs whose OP_RETURN payload starts with 'id' """ if not 'nulldata' in tx: return False if tx['nulldata'] is None: return False payload = binascii.unhexlify( tx['nulldata'] ) if payload....	[ "def", "blockstack_tx_filter", "(", "tx", ")", ":", "if", "not", "'nulldata'", "in", "tx", ":", "return", "False", "if", "tx", "[", "'nulldata'", "]", "is", "None", ":", "return", "False", "payload", "=", "binascii", ".", "unhexlify", "(", "tx", "[", "...	23.117647	0.017115
def read_conf(conf_file, out_format='simple'): ''' Read in an LXC configuration file. By default returns a simple, unsorted dict, but can also return a more detailed structure including blank lines and comments. out_format: set to 'simple' if you need the old and unsupported behavior. ...	[ "def", "read_conf", "(", "conf_file", ",", "out_format", "=", "'simple'", ")", ":", "ret_commented", "=", "[", "]", "ret_simple", "=", "{", "}", "with", "salt", ".", "utils", ".", "files", ".", "fopen", "(", "conf_file", ",", "'r'", ")", "as", "fp_", ...	35.404762	0.001309
def create(dataset, transformers): """ Create a Transformer object to transform data for feature engineering. Parameters ---------- dataset : SFrame The dataset to use for training the model. transformers: Transformer \| list[Transformer] An Transformer or a list of Transformer...	[ "def", "create", "(", "dataset", ",", "transformers", ")", ":", "err_msg", "=", "\"The parameters 'transformers' must be a valid Transformer object.\"", "cls", "=", "transformers", ".", "__class__", "_raise_error_if_not_sframe", "(", "dataset", ",", "\"dataset\"", ")", "#...	31.35	0.001031
def to_jabsorb(value): """ Adds information for Jabsorb, if needed. Converts maps and lists to a jabsorb form. Keeps tuples as is, to let them be considered as arrays. :param value: A Python result to send to Jabsorb :return: The result in a Jabsorb map format (not a JSON object) """ #...	[ "def", "to_jabsorb", "(", "value", ")", ":", "# None ?", "if", "value", "is", "None", ":", "return", "None", "# Map ?", "elif", "isinstance", "(", "value", ",", "dict", ")", ":", "if", "JAVA_CLASS", "in", "value", "or", "JSON_CLASS", "in", "value", ":", ...	30.433333	0.000354
def unique_bincount(values, minlength, return_inverse=True): """ For arrays of integers find unique values using bin counting. Roughly 10x faster for correct input than np.unique Parameters -------------- values : (n,) int Values to find unique memb...	[ "def", "unique_bincount", "(", "values", ",", "minlength", ",", "return_inverse", "=", "True", ")", ":", "values", "=", "np", ".", "asanyarray", "(", "values", ")", "if", "len", "(", "values", ".", "shape", ")", "!=", "1", "or", "values", ".", "dtype",...	30.764706	0.000618
def xpath(self, expression): """ return result for a call to lxml xpath() output will be a list """ self.__expression = expression self.__namespaces = XPATH_NAMESPACES return self.__doc.xpath(self.__expression, namespaces=self.__namespaces)	[ "def", "xpath", "(", "self", ",", "expression", ")", ":", "self", ".", "__expression", "=", "expression", "self", ".", "__namespaces", "=", "XPATH_NAMESPACES", "return", "self", ".", "__doc", ".", "xpath", "(", "self", ".", "__expression", ",", "namespaces",...	37.125	0.009868
def get_anchor(self): """Find anchor variable with highest sum of dependence with the rest.""" temp = np.empty([self.n_nodes, 2]) temp[:, 0] = np.arange(self.n_nodes, dtype=int) temp[:, 1] = np.sum(abs(self.tau_matrix), 1) anchor = int(temp[0, 0]) return anchor	[ "def", "get_anchor", "(", "self", ")", ":", "temp", "=", "np", ".", "empty", "(", "[", "self", ".", "n_nodes", ",", "2", "]", ")", "temp", "[", ":", ",", "0", "]", "=", "np", ".", "arange", "(", "self", ".", "n_nodes", ",", "dtype", "=", "int...	43.285714	0.009709
def extra_data(self): """Load token data stored in token (ignores expiry date of tokens).""" if self.token: return SecretLinkFactory.load_token(self.token, force=True)["data"] return None	[ "def", "extra_data", "(", "self", ")", ":", "if", "self", ".", "token", ":", "return", "SecretLinkFactory", ".", "load_token", "(", "self", ".", "token", ",", "force", "=", "True", ")", "[", "\"data\"", "]", "return", "None" ]	43.8	0.008969
def execute(self, image = None, command = None, app = None, writable = False, contain = False, bind = None, stream = False, nv = False, return_result=False): ''' execute: send a command to a container ...	[ "def", "execute", "(", "self", ",", "image", "=", "None", ",", "command", "=", "None", ",", "app", "=", "None", ",", "writable", "=", "False", ",", "contain", "=", "False", ",", "bind", "=", "None", ",", "stream", "=", "False", ",", "nv", "=", "F...	31.320513	0.009127
def main(argv=None): """script main. parses command line options in sys.argv, unless argv is given. """ if argv is None: argv = sys.argv # setup command line parser parser = U.OptionParser(version="%prog version: $Id$", usage=usage, ...	[ "def", "main", "(", "argv", "=", "None", ")", ":", "if", "argv", "is", "None", ":", "argv", "=", "sys", ".", "argv", "# setup command line parser", "parser", "=", "U", ".", "OptionParser", "(", "version", "=", "\"%prog version: $Id$\"", ",", "usage", "=", ...	39.492063	0.000784
def grep(path, pattern, *opts): ''' Grep for a string in the specified file .. note:: This function's return value is slated for refinement in future versions of Salt path Path to the file to be searched .. note:: Globbing is supported (i....	[ "def", "grep", "(", "path", ",", "pattern", ",", "*", "opts", ")", ":", "path", "=", "os", ".", "path", ".", "expanduser", "(", "path", ")", "# Backup the path in case the glob returns nothing", "_path", "=", "path", "path", "=", "glob", ".", "glob", "(", ...	30.573333	0.001267
def infer_dtype_from_scalar(val, pandas_dtype=False): """ interpret the dtype from a scalar Parameters ---------- pandas_dtype : bool, default False whether to infer dtype including pandas extension types. If False, scalar belongs to pandas extension types is inferred as obj...	[ "def", "infer_dtype_from_scalar", "(", "val", ",", "pandas_dtype", "=", "False", ")", ":", "dtype", "=", "np", ".", "object_", "# a 1-element ndarray", "if", "isinstance", "(", "val", ",", "np", ".", "ndarray", ")", ":", "msg", "=", "\"invalid ndarray passed t...	26.972603	0.00049
def get_kibiter_version(url): """ Return kibiter major number version The url must point to the Elasticsearch used by Kibiter """ config_url = '.kibana/config/_search' # Avoid having // in the URL because ES will fail if url[-1] != '/': url += "/" url += config_url ...	[ "def", "get_kibiter_version", "(", "url", ")", ":", "config_url", "=", "'.kibana/config/_search'", "# Avoid having // in the URL because ES will fail", "if", "url", "[", "-", "1", "]", "!=", "'/'", ":", "url", "+=", "\"/\"", "url", "+=", "config_url", "r", "=", ...	26.304348	0.001595
def xcoord(self): """The x coordinate :class:`xarray.Variable`""" v = next(self.raw_data.psy.iter_base_variables) return self.decoder.get_x(v, coords=self.data.coords)	[ "def", "xcoord", "(", "self", ")", ":", "v", "=", "next", "(", "self", ".", "raw_data", ".", "psy", ".", "iter_base_variables", ")", "return", "self", ".", "decoder", ".", "get_x", "(", "v", ",", "coords", "=", "self", ".", "data", ".", "coords", "...	47	0.010471

def get_tiles(self): """Get all TileCoordinates contained in the region""" for x, y in griditer(self.root_tile.x, self.root_tile.y, ncol=self.tiles_per_row): yield TileCoordinate(self.root_tile.zoom, x, y)

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def chugid(runas, group=None): ''' Change the current process to belong to the specified user (and the groups to which it belongs) ''' uinfo = pwd.getpwnam(runas) supgroups = [] supgroups_seen = set() if group: try: target_pw_gid = grp.getgrnam(group).gr_gid ...

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def SetPlatformArchContext(): """Add the running contexts to the config system.""" # Initialize the running platform context: _CONFIG.AddContext("Platform:%s" % platform.system().title()) machine = platform.uname()[4] if machine in ["x86_64", "AMD64", "i686"]: # 32 bit binaries running on AMD64 will sti...

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def get_required_config(self): """because of the exsistance of subparsers, the configman options that correspond with argparse arguments are not a constant. We need to produce a copy of the namespace rather than the actual embedded namespace.""" required_config = Namespace() ...

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def doc_create(self,index,itype,value): ''' Creates a document ''' request = self.session url = 'http://%s:%s/%s/%s/' % (self.host, self.port, index, itype) if self.verbose: print value response = request.post(url,value) return response

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def find_ports(device): """ Find the port chain a device is plugged on. This is done by searching sysfs for a device that matches the device bus/address combination. Useful when the underlying usb lib does not return device.port_number for whatever reason. """ bus_id = device.bus d...

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def _write(self, request): """Actually serialize and write the request.""" with sw("serialize_request"): request_str = request.SerializeToString() with sw("write_request"): with catch_websocket_connection_errors(): self._sock.send(request_str)

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def _get_page_content(self, response): """Given a :class:`requests.Response`, return the :class:`xml.etree.Element` of the content `div`. :param response: a :class:`requests.Response` to parse :returns: the :class:`Element` of the first content `div` or `None` """ docume...

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def approx_eq(val: Any, other: Any, *, atol: Union[int, float] = 1e-8) -> bool: """Approximately compares two objects. If `val` implements SupportsApproxEquality protocol then it is invoked and takes precedence over all other checks: - For primitive numeric types `int` and `float` approximate equality...

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def refresh(self) -> None: """Update the actual simulation values based on the toy-value pairs. Usually, one does not need to call refresh explicitly. The "magic" methods __call__, __setattr__, and __delattr__ invoke it automatically, when required. Instantiate a 1-dimensional...

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def list_pkgs(versions_as_list=False, removed=False, purge_desired=False, **kwargs): # pylint: disable=W0613 ''' List the packages currently installed in a dict:: {'<package_name>': '<version>'} removed If ``True``, then only packages which have b...

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def _windows_rename(self, tmp_filename): """ Workaround the fact that os.rename raises an OSError on Windows :param tmp_filename: The file to rename """ os.remove(self.input_file) if os.path.isfile(self.input_file) else None os.rename(tmp_filename, self.input_file)

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def store_records_for_package(self, entry_point, records): """ Given that records are based on the parent, and the same entry point(s) will reference those same records multiple times, the actual stored records must be limited. """ pkg_records_entry = self._dist_to_packa...

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def get_normalized_elevation_array(world): ''' Convert raw elevation into normalized values between 0 and 255, and return a numpy array of these values ''' e = world.layers['elevation'].data ocean = world.layers['ocean'].data mask = numpy.ma.array(e, mask=ocean) # only land min_elev_land ...

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def sqlite_by_shell(self, destination): """Method with shell and a temp file. This is hopefully fast.""" script_path = new_temp_path() self.sqlite_dump_shell(script_path) shell_output('sqlite3 -bail -init "%s" "%s" .quit' % (script, destination)) script.remove()

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def align_vectors(a, b, return_angle=False): """ Find a transform between two 3D vectors. Implements the method described here: http://ethaneade.com/rot_between_vectors.pdf Parameters -------------- a : (3,) float Source vector b : (3,) float Target vector return_angle ...

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def on_exception(wait_gen, exception, max_tries=None, max_time=None, jitter=full_jitter, giveup=lambda e: False, on_success=None, on_backoff=None, on_giveup=None, logg...

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def magic_timeit(setup, stmt, ncalls=None, repeat=3, force_ms=False): """Time execution of a Python statement or expression Usage:\\ %timeit [-n<N> -r<R> [-t|-c]] statement Time execution of a Python statement or expression using the timeit module. Options: -n<N>: execute the given stateme...

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def _deleted_files(): ''' Iterates over /proc/PID/maps and /proc/PID/fd links and returns list of desired deleted files. Returns: List of deleted files to analyze, False on failure. ''' deleted_files = [] for proc in psutil.process_iter(): # pylint: disable=too-many-nested-blocks ...

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def show(cls, app_id): """ Shows an app by issuing a GET request to the /apps/ID endpoint. """ conn = Qubole.agent() return conn.get(cls.element_path(app_id))

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def paintGroup( self, painter ): """ Paints this item as the group look. :param painter | <QPainter> """ # generate the rect rect = self.rect() padding = self.padding() gantt = self.scene().ganttWidget() cell_w = gant...

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def set_help(self): """Set help text markup. """ if not (self.field.help_text and self.attrs.get("_help")): return self.values["help"] = HELP_TEMPLATE.format(self.field.help_text)

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def _libvirt_creds(): ''' Returns the user and group that the disk images should be owned by ''' g_cmd = 'grep ^\\s*group /etc/libvirt/qemu.conf' u_cmd = 'grep ^\\s*user /etc/libvirt/qemu.conf' try: stdout = subprocess.Popen(g_cmd, shell=True, ...

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def InnermostClass(self): """Get class info on the top of the stack. Returns: A _ClassInfo object if we are inside a class, or None otherwise. """ for i in range(len(self.stack), 0, -1): classinfo = self.stack[i - 1] if isinstance(classinfo, _ClassInfo): return classinfo r...

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def create_file_vdev(size, *vdevs): ''' Creates file based virtual devices for a zpool CLI Example: .. code-block:: bash salt '*' zpool.create_file_vdev 7G /path/to/vdev1 [/path/to/vdev2] [...] .. note:: Depending on file size, the above command may take a while to return. ...

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def upload(self, name: str) -> bool: """ Attempts to upload a given Docker image from this server to DockerHub. Parameters: name: the name of the Docker image. Returns: `True` if successfully uploaded, otherwise `False`. """ try: out ...

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def count_time(function): """ Function: count_time Summary: get the time to finish a function print at the end that time to stdout Examples: <NONE> Attributes: @param (function): function Returns: wrapped function """ @wraps(function) def _wrapper(*args, **kwargs...

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def handle_GET_ttablegraph(self,params): """Draw a Marey graph in SVG for a pattern (collection of trips in a route that visit the same sequence of stops).""" schedule = self.server.schedule marey = MareyGraph() trip = schedule.GetTrip(params.get('trip', None)) route = schedule.GetRoute(trip.rou...

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def get_error(self): """ Get an error string from the device """ err_str = hidapi.hid_error(self._device) if err_str == ffi.NULL: return None else: return ffi.string(err_str)

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def grouped_mean(arr, spike_clusters): """Compute the mean of a spike-dependent quantity for every cluster. The two arguments should be 1D array with `n_spikes` elements. The output is a 1D array with `n_clusters` elements. The clusters are sorted in increasing order. """ arr = np.asarray(arr...

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def _findOverlap(self, img_rgb, overlap, overlapDeviation, rotation, rotationDeviation): ''' return offset(x,y) which fit best self._base_img through template matching ''' # get gray images if len(img_rgb.shape) != len(img_rgb.shape): ...

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def user_organizations(self, user_id, **kwargs): "https://developer.zendesk.com/rest_api/docs/core/organizations#list-organizations" api_path = "/api/v2/users/{user_id}/organizations.json" api_path = api_path.format(user_id=user_id) return self.call(api_path, **kwargs)

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def raise_(tp, value=None, tb=None): """ A function that matches the Python 2.x ``raise`` statement. This allows re-raising exceptions with the cls value and traceback on Python 2 and 3. """ if value is not None and isinstance(tp, Exception): raise TypeError("instance exception may not h...

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def create_atari_environment(name): """ Create OpenAI Gym atari environment :param name: name of the atari game :return: Preconfigured environment suitable for atari games """ env = gym.make(name) env = NoopResetEnv(env, noop_max=30) env = EpisodicLifeEnv(env) env = ClipRewardEnv(env) action_names...

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def startup_capabilities(cls, rcfile=False, norc=False, stdin=False, command=False): """ Given a set of options related to shell startup, return the actual options that will be applied. @returns 4-tuple representing applied value of each option. """ ...

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def add_element(self, element): """ Add an element to this ComplexType and also append it to element dict of parent type graph. """ self.elements.append(element) self.type_graph.add_element(element)

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def to_identifier(s): """ Convert snake_case to camel_case. """ if s.startswith('GPS'): s = 'Gps' + s[3:] return ''.join([i.capitalize() for i in s.split('_')]) if '_' in s else s

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def fit_radius_from_potentials(z, SampleFreq, Damping, HistBins=100, show_fig=False): """ Fits the dynamical potential to the Steady State Potential by varying the Radius. z : ndarray Position data SampleFreq : float frequency at which the position data was sampled ...

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def dex_ticker(self): ''' Simply grabs the ticker using the steem_instance method and adds it to a class variable. ''' self.dex = Dex(self.steem_instance()) self.ticker = self.dex.get_ticker(); return self.ticker

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def dBinaryRochedx (r, D, q, F): """ Computes a derivative of the potential with respect to x. @param r: relative radius vector (3 components) @param D: instantaneous separation @param q: mass ratio @param F: synchronicity parameter """ return -r[0]*(r[0]*r[0]+r[1]*r...

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def imrotate(img, angle, center=None, scale=1.0, border_value=0, auto_bound=False): """Rotate an image. Args: img (ndarray): Image to be rotated. angle (float): Rotation angle in degrees, positive values mean clockwise...

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def get_undecorated_calling_module(): """Returns the module name of the caller's calling module. If a.py makes a call to b() in b.py, b() can get the name of the calling module (i.e. a) by calling get_undecorated_calling_module(). The module also includes its full path. As the name suggests, this ...

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def create_lease_object_from_subnet(self, subnet): """ Create a lease from ip in a dotted decimal format, (for example `192.168.200.0/24`). the _cidr will be added if not exist in `subnet`. Args: subnet (str): The value of the third octet Returns: ...

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def get_args(self, state, all_params, remainder, argspec, im_self): ''' Determines the arguments for a controller based upon parameters passed the argument specification for the controller. ''' args = [] varargs = [] kwargs = dict() valid_args = argspec.ar...

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def indent_iterable(elems: Sequence[str], num: int = 2) -> List[str]: """Indent an iterable.""" return [" " * num + l for l in elems]

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def _to_rfc822(date): """_to_rfc822(datetime.datetime) -> str The datetime `strftime` method is subject to locale-specific day and month names, so this function hardcodes the conversion.""" months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec'] da...

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def _sanitize_url_components(comp_list, field): ''' Recursive function to sanitize each component of the url. ''' if not comp_list: return '' elif comp_list[0].startswith('{0}='.format(field)): ret = '{0}=XXXXXXXXXX&'.format(field) comp_list.remove(comp_list[0]) retur...

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def leastsq_NxN(x, y, fit_offset=False, perc=None): """Solution to least squares: gamma = cov(X,Y) / var(X) """ if perc is not None: if not fit_offset and isinstance(perc, (list, tuple)): perc = perc[1] weights = csr_matrix(get_weight(x, y, perc)).astype(bool) x, y = weights.multiply...

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def getFileSystemSize(dirPath): """ Return the free space, and total size of the file system hosting `dirPath`. :param str dirPath: A valid path to a directory. :return: free space and total size of file system :rtype: tuple """ assert os.path.exists(dirPath) diskStats = os.statvfs(dirP...

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def extractContent(self, text): """Extract the content of comment text. """ m = self.nextValidComment(text) return '' if m is None else m.group(1)

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def purge_archived_resources(user, table): """Remove the entries to be purged from the database. """ if user.is_not_super_admin(): raise dci_exc.Unauthorized() where_clause = sql.and_( table.c.state == 'archived' ) query = table.delete().where(where_clause) flask.g.db_conn.exec...

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def find_ip6_by_id(self, id_ip): """ Get an IP6 by ID :param id_ip: IP6 identifier. Integer value and greater than zero. :return: Dictionary with the following structure: :: {'ip': {'id': < id >, 'block1': <block1>, 'block2': <block2>, ...

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def admin_dropdown_menu(context): """ Renders the app list for the admin dropdown menu navigation. """ template_vars = context.flatten() user = context["request"].user if user.is_staff: template_vars["dropdown_menu_app_list"] = admin_app_list( context["request"]) if u...

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def startup_config_path(self): """ :returns: Path of the startup config """ return os.path.join(self._working_directory, "configs", "i{}_startup-config.cfg".format(self._dynamips_id))

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def Validate(self, problems, validate_children=True): """Validate attributes of this object. Check that this object has all required values set to a valid value without reference to the rest of the schedule. If the _schedule attribute is set then check that references such as route_id and service_id ar...

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def project_layout(proposal, user=None, repo=None, log=None): """ generate the project template proposal is the name of the project, user is an object containing some information about the user. - full name, - github username - email """ proposal = proposal.lower(...

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def humanize_bandwidth(bits): ''' Accept some number of bits/sec (i.e., a link capacity) as an integer, and return a string representing a 'human'(-like) representation of the capacity, e.g., 10 Mb/s, 1.5 Mb/s, 900 Gb/s. As is the standard in networking, capacity values are assumed to be ba...

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def predict(self, h=5, intervals=False): """ Makes forecast with the estimated model Parameters ---------- h : int (default : 5) How many steps ahead would you like to forecast? intervals : boolean (default: False) Whether to return prediction intervals ...

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def _heighten(self, resource): """ Change image size by height :param resource: Image :return: Image """ original_width, original_height = resource.size target_height = self.value target_width = int((float(target_height) / original_height) * original_widt...

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def x(self, x): """Project x as y""" if x is None: return None if self._force_vertical: return super(HorizontalView, self).x(x) return super(HorizontalView, self).y(x)

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def _shuffle_tfrecord(path, random_gen): """Shuffle a single record file in memory.""" # Read all records record_iter = tf.compat.v1.io.tf_record_iterator(path) all_records = [ r for r in utils.tqdm( record_iter, desc="Reading...", unit=" examples", leave=False) ] # Shuffling in memory ran...

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def add_codewords(matrix, codewords, version): """\ Adds the codewords (data and error correction) to the provided matrix. ISO/IEC 18004:2015(E) -- 7.7.3 Symbol character placement (page 46) :param matrix: The matrix to add the codewords into. :param codewords: Sequence of ints """ matrix_...

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def include_(parser, token): """Similar to built-in ``include`` template tag, but allowing template variables to be used in template name and a fallback template, thus making the tag more dynamic. .. warning:: Requires Django 1.8+ Example: {% load etc_misc %} {% include_ "sub_{{ p...

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def format_cmdline(args, maxwidth=80): '''Format args into a shell-quoted command line. The result will be wrapped to maxwidth characters where possible, not breaking a single long argument. ''' # Leave room for the space and backslash at the end of each line maxwidth -= 2 def lines(): ...

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def compute_eigenvalues(in_prefix, out_prefix): """Computes the Eigenvalues using smartpca from Eigensoft. :param in_prefix: the prefix of the input files. :param out_prefix: the prefix of the output files. :type in_prefix: str :type out_prefix: str Creates a "parameter file" used by smartpca...

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def decode_msg(raw_msg): """ Decodes jsonrpc 2.0 raw message objects into JsonRpcMsg objects. Examples: Request: { "jsonrpc": "2.0", "id": 1, "method": "subtract", "params": [42, 23] } Notification: ...

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def trap_ctrl_c_ctrl_break() -> None: """ Prevent ``CTRL-C``, ``CTRL-BREAK``, and similar signals from doing anything. See - https://docs.python.org/3/library/signal.html#signal.SIG_IGN - https://msdn.microsoft.com/en-us/library/xdkz3x12.aspx - https://msdn.microsoft.com/en-us/libr...

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def _format_table(fmt, headers, rows, colwidths, colaligns): """Produce a plain-text representation of the table.""" lines = [] hidden = fmt.with_header_hide if headers else fmt.without_header_hide pad = fmt.padding headerrow = fmt.headerrow if fmt.headerrow else fmt.datarow if fmt.lineabove an...

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def findAllBycolumn(self, target): """ Returns an array of columns in the region (defined by the raster), each column containing all matches in that column for the target pattern. """ column_matches = [] for column_index in range(self._raster[1]): column = self.getRow(column_...

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def fromMessage(klass, message, op_endpoint): """Construct me from an OpenID message. @raises ProtocolError: When not all required parameters are present in the message. @raises MalformedReturnURL: When the C{return_to} URL is not a URL. @raises UntrustedReturnURL: When th...

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def create_file(self, share_name, directory_name, file_name, content_length, content_settings=None, metadata=None, timeout=None): ''' Creates a new file. See create_file_from_* for high level functions that handle the creation and upload of large ...

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def beacon(config): ''' Watch the configured files Example Config .. code-block:: yaml beacons: inotify: - files: /path/to/file/or/dir: mask: - open - create - close_write ...

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def configure_rmq_ssl_on(self, sentry_units, deployment, port=None, max_wait=60): """Turn ssl charm config option on, with optional non-default ssl port specification. Confirm that it is enabled on every unit. :param sentry_units: list of sentry units ...

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def validate_instance_dbname(self, dbname): ''' Validate instance database name ''' # 1-64 alphanumeric characters, cannot be a reserved MySQL word if re.match('[\w-]+$', dbname) is not None: if len(dbname) <= 41 and len(dbname) >= 1: if dbname.lower() not in MYSQL_RE...

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def open(self): """ Search device on USB tree and set is as escpos device """ self.device = usb.core.find(idVendor=self.idVendor, idProduct=self.idProduct) if self.device is None: raise NoDeviceError() try: if self.device.is_kernel_driver_active(self.inte...

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def resize_image(fullfile,fullfile_resized,_megapixels): """Resizes image (fullfile), saves to fullfile_resized. Image aspect ratio is conserved, will be scaled to be close to _megapixels in size. Eg if _megapixels=2, will resize 2560x1920 so each dimension is scaled by ((2**(20+1*MP))/float(2560*1920)...

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def sqlite_by_df(self, destination, progress): """Is this fast?""" db = SQLiteDatabase(destination) db.create() for table in progress(self.real_tables): self[table].to_sql(table, con=db.connection) db.close()

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def splitEkmDate(dateint): """Break out a date from Omnimeter read. Note a corrupt date will raise an exception when you convert it to int to hand to this method. Args: dateint (int): Omnimeter datetime as int. Returns: tuple: Named tuple which breaks ...

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def human_id(self): """Subclasses may override this to provide a pretty ID which can be used for bash completion. """ if self.NAME_ATTR in self.__dict__ and self.HUMAN_ID: return utils.to_slug(getattr(self, self.NAME_ATTR)) return None

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def import_model(self, source): """Import and return model instance.""" model = super(NonstrictImporter, self).import_model(source) sbml.convert_sbml_model(model) return model

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def cleanup(self): """Deletes this worker's subscription.""" if self.subscription: logger.info("Deleting worker subscription...") self.subscriber_client.delete_subscription(self.subscription)

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def is_reserved(self): """Test if the address is otherwise IETF reserved. Returns: A boolean, True if the address is within one of the reserved IPv6 Network ranges. """ reserved_nets = [IPv6Network('::/8'), IPv6Network('100::/8'), IPv6Ne...

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def calendar_date(jd_integer): """Convert Julian Day `jd_integer` into a Gregorian (year, month, day).""" k = jd_integer + 68569 n = 4 * k // 146097 k = k - (146097 * n + 3) // 4 m = 4000 * (k + 1) // 1461001 k = k - 1461 * m // 4 + 31 month = 80 * k // 2447 day = k - 2447 * month // 8...

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def flat_images(images, grid=None, bfill=1.0, bsz=(1, 1)): """ convert batch image to flat image with margin inserted [B,h,w,c] => [H,W,c] :param images: :param grid: patch grid cell size of (Row, Col) :param bfill: board filling value :param bsz: int or (int, int) board size :return: fl...

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def blockstack_tx_filter( tx ): """ Virtualchain tx filter function: * only take txs whose OP_RETURN payload starts with 'id' """ if not 'nulldata' in tx: return False if tx['nulldata'] is None: return False payload = binascii.unhexlify( tx['nulldata'] ) if payload....

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def read_conf(conf_file, out_format='simple'): ''' Read in an LXC configuration file. By default returns a simple, unsorted dict, but can also return a more detailed structure including blank lines and comments. out_format: set to 'simple' if you need the old and unsupported behavior. ...

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def create(dataset, transformers): """ Create a Transformer object to transform data for feature engineering. Parameters ---------- dataset : SFrame The dataset to use for training the model. transformers: Transformer | list[Transformer] An Transformer or a list of Transformer...

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def to_jabsorb(value): """ Adds information for Jabsorb, if needed. Converts maps and lists to a jabsorb form. Keeps tuples as is, to let them be considered as arrays. :param value: A Python result to send to Jabsorb :return: The result in a Jabsorb map format (not a JSON object) """ #...

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def unique_bincount(values, minlength, return_inverse=True): """ For arrays of integers find unique values using bin counting. Roughly 10x faster for correct input than np.unique Parameters -------------- values : (n,) int Values to find unique memb...

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def xpath(self, expression): """ return result for a call to lxml xpath() output will be a list """ self.__expression = expression self.__namespaces = XPATH_NAMESPACES return self.__doc.xpath(self.__expression, namespaces=self.__namespaces)

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def get_anchor(self): """Find anchor variable with highest sum of dependence with the rest.""" temp = np.empty([self.n_nodes, 2]) temp[:, 0] = np.arange(self.n_nodes, dtype=int) temp[:, 1] = np.sum(abs(self.tau_matrix), 1) anchor = int(temp[0, 0]) return anchor

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def extra_data(self): """Load token data stored in token (ignores expiry date of tokens).""" if self.token: return SecretLinkFactory.load_token(self.token, force=True)["data"] return None

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def execute(self, image = None, command = None, app = None, writable = False, contain = False, bind = None, stream = False, nv = False, return_result=False): ''' execute: send a command to a container ...

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def main(argv=None): """script main. parses command line options in sys.argv, unless *argv* is given. """ if argv is None: argv = sys.argv # setup command line parser parser = U.OptionParser(version="%prog version: $Id$", usage=usage, ...

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def grep(path, pattern, *opts): ''' Grep for a string in the specified file .. note:: This function's return value is slated for refinement in future versions of Salt path Path to the file to be searched .. note:: Globbing is supported (i....

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def infer_dtype_from_scalar(val, pandas_dtype=False): """ interpret the dtype from a scalar Parameters ---------- pandas_dtype : bool, default False whether to infer dtype including pandas extension types. If False, scalar belongs to pandas extension types is inferred as obj...

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def get_kibiter_version(url): """ Return kibiter major number version The url must point to the Elasticsearch used by Kibiter """ config_url = '.kibana/config/_search' # Avoid having // in the URL because ES will fail if url[-1] != '/': url += "/" url += config_url ...

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def xcoord(self): """The x coordinate :class:`xarray.Variable`""" v = next(self.raw_data.psy.iter_base_variables) return self.decoder.get_x(v, coords=self.data.coords)

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47

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