kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def manifest(request, form): ''' Produces the registration manifest for people with the given product type. ''' products = form.cleaned_data["product"] categories = form.cleaned_data["category"] line_items = ( Q(lineitem__product__in=products) \| Q(lineitem__product__categor...	[ "def", "manifest", "(", "request", ",", "form", ")", ":", "products", "=", "form", ".", "cleaned_data", "[", "\"product\"", "]", "categories", "=", "form", ".", "cleaned_data", "[", "\"category\"", "]", "line_items", "=", "(", "Q", "(", "lineitem__product__i...	27.580247	20.024691
def dumps(self): """Override the default to avoid duplicate dump.""" return [self.__class__.__name__.lower(), [x.dumps() for x in self.ts]]	[ "def", "dumps", "(", "self", ")", ":", "return", "[", "self", ".", "__class__", ".", "__name__", ".", "lower", "(", ")", ",", "[", "x", ".", "dumps", "(", ")", "for", "x", "in", "self", ".", "ts", "]", "]" ]	51	20.666667
def install_package(self, name, index=None, force=False, update=False): """Install a given package. Args: name (str): The package name to install. This can be any valid pip package specification. index (str): The URL for a pypi index to use. force (bo...	[ "def", "install_package", "(", "self", ",", "name", ",", "index", "=", "None", ",", "force", "=", "False", ",", "update", "=", "False", ")", ":", "cmd", "=", "'install'", "if", "force", ":", "cmd", "=", "'{0} {1}'", ".", "format", "(", "cmd", ",", ...	31	25.083333
def adjust_prior(self,index,prior): """ Adjusts priors for the latent variables Parameters ---------- index : int or list[int] Which latent variable index/indices to be altered prior : Prior object Which prior distribution? E.g. Normal(0,1) Retu...	[ "def", "adjust_prior", "(", "self", ",", "index", ",", "prior", ")", ":", "if", "isinstance", "(", "index", ",", "list", ")", ":", "for", "item", "in", "index", ":", "if", "item", "<", "0", "or", "item", ">", "(", "len", "(", "self", ".", "z_list...	45.171429	26.257143
def add_virtual_columns_equatorial_to_galactic_cartesian(self, alpha, delta, distance, xname, yname, zname, radians=True, alpha_gp=np.radians(192.85948), delta_gp=np.radians(27.12825), l_omega=np.radians(32.93192)): """From http://arxiv.org/pdf/1306.2945v2.pdf""" if not radians: alpha = "pi/180.*%s" % a...	[ "def", "add_virtual_columns_equatorial_to_galactic_cartesian", "(", "self", ",", "alpha", ",", "delta", ",", "distance", ",", "xname", ",", "yname", ",", "zname", ",", "radians", "=", "True", ",", "alpha_gp", "=", "np", ".", "radians", "(", "192.85948", ")", ...	98.625	64.5
def archive(self): """Store model output to laboratory archive.""" # Traverse the model directory deleting symlinks, zero length files # and empty directories for path, dirs, files in os.walk(self.work_path, topdown=False): for f_name in files: f_path = os.pa...	[ "def", "archive", "(", "self", ")", ":", "# Traverse the model directory deleting symlinks, zero length files", "# and empty directories", "for", "path", ",", "dirs", ",", "files", "in", "os", ".", "walk", "(", "self", ".", "work_path", ",", "topdown", "=", "False",...	43.083333	17.166667
def load_imgs(filenames, masker, nan_to_num=True): """ Load multiple images from file into an ndarray. Args: filenames: A single filename or list of filenames pointing to valid images. masker: A Masker instance. nan_to_num: Optional boolean indicating whether to convert NaNs to zero. ...	[ "def", "load_imgs", "(", "filenames", ",", "masker", ",", "nan_to_num", "=", "True", ")", ":", "if", "isinstance", "(", "filenames", ",", "string_types", ")", ":", "filenames", "=", "[", "filenames", "]", "data", "=", "np", ".", "zeros", "(", "(", "mas...	35.052632	18.631579
def init_check_window(self): """ initiates the object that will control steps 1-6 of checking headers, filling in cell values, etc. """ self.check_dia = pmag_er_magic_dialogs.ErMagicCheckFrame3(self, 'Check Data', ...	[ "def", "init_check_window", "(", "self", ")", ":", "self", ".", "check_dia", "=", "pmag_er_magic_dialogs", ".", "ErMagicCheckFrame3", "(", "self", ",", "'Check Data'", ",", "self", ".", "WD", ",", "self", ".", "contribution", ")" ]	48.714286	20.428571
def refresh(self): """ Updates the current line decoration """ if self.enabled: self._clear_deco() if self._color: color = self._color else: color = drift_color(self.editor.background, 110) brush = QtGui.QBru...	[ "def", "refresh", "(", "self", ")", ":", "if", "self", ".", "enabled", ":", "self", ".", "_clear_deco", "(", ")", "if", "self", ".", "_color", ":", "color", "=", "self", ".", "_color", "else", ":", "color", "=", "drift_color", "(", "self", ".", "ed...	36.333333	12.2
def native_projection_explanation(ax): """Example showing how the "native" longitude and latitude relate to the stereonet projection.""" ax.set_title('Longitude and Latitude', size=18, y=1.1) # Hide the azimuth labels ax.set_azimuth_ticklabels([]) # Make the axis tick labels visible: ax.se...	[ "def", "native_projection_explanation", "(", "ax", ")", ":", "ax", ".", "set_title", "(", "'Longitude and Latitude'", ",", "size", "=", "18", ",", "y", "=", "1.1", ")", "# Hide the azimuth labels", "ax", ".", "set_azimuth_ticklabels", "(", "[", "]", ")", "# Ma...	28.125	17.25
def resolve(self, definitions): """ Resolve named references to other WSDL objects. This includes cross-linking information (from) the portType (to) the I{soap} protocol information on the binding for each operation. @param definitions: A definitions object. @type defini...	[ "def", "resolve", "(", "self", ",", "definitions", ")", ":", "self", ".", "resolveport", "(", "definitions", ")", "for", "op", "in", "self", ".", "operations", ".", "values", "(", ")", ":", "self", ".", "resolvesoapbody", "(", "definitions", ",", "op", ...	43.846154	10.153846
def idle_task(self): '''run periodic tasks''' now = time.time() if now - self.last_chan_check >= 1: self.last_chan_check = now self.update_channels()	[ "def", "idle_task", "(", "self", ")", ":", "now", "=", "time", ".", "time", "(", ")", "if", "now", "-", "self", ".", "last_chan_check", ">=", "1", ":", "self", ".", "last_chan_check", "=", "now", "self", ".", "update_channels", "(", ")" ]	32	9
def _ParseDateTimeValue(self, byte_stream, file_offset): """Parses a CUPS IPP RFC2579 date-time value from a byte stream. Args: byte_stream (bytes): byte stream. file_offset (int): offset of the attribute data relative to the start of the file-like object. Returns: dfdatetime.R...	[ "def", "_ParseDateTimeValue", "(", "self", ",", "byte_stream", ",", "file_offset", ")", ":", "datetime_value_map", "=", "self", ".", "_GetDataTypeMap", "(", "'cups_ipp_datetime_value'", ")", "try", ":", "value", "=", "self", ".", "_ReadStructureFromByteStream", "(",...	39.666667	23.1
def null_technical_500_response(request, exc_type, exc_value, tb, status_code=500): """ Alternative function for django.views.debug.technical_500_response. Django's convert_exception_to_response() wrapper is called on each 'Middleware' object to avoid leaking exceptions. If an uncaught exception is rai...	[ "def", "null_technical_500_response", "(", "request", ",", "exc_type", ",", "exc_value", ",", "tb", ",", "status_code", "=", "500", ")", ":", "try", ":", "# Store the most recent tb for WSGI requests. The class can be found in the second frame of the tb", "if", "isinstance", ...	51.37037	34.037037
def is_on(self): """ Get sensor state. Assume offline or open (worst case). """ if self._type == 'Occupancy': return self.status not in CONST.STATUS_ONLINE return self.status not in (CONST.STATUS_OFF, CONST.STATUS_OFFLINE, C...	[ "def", "is_on", "(", "self", ")", ":", "if", "self", ".", "_type", "==", "'Occupancy'", ":", "return", "self", ".", "status", "not", "in", "CONST", ".", "STATUS_ONLINE", "return", "self", ".", "status", "not", "in", "(", "CONST", ".", "STATUS_OFF", ","...	33	15.2
def pad_array(v, idx): """Expand lists in multidimensional arrays to pad unset values.""" i_v, i_s = idx[0] if len(idx) > 1: # Append missing subarrays v.extend([[] for _ in range(len(v), i_v - i_s + 1)]) # Pad elements for e in v: pad_array(e, idx[1:]) else...	[ "def", "pad_array", "(", "v", ",", "idx", ")", ":", "i_v", ",", "i_s", "=", "idx", "[", "0", "]", "if", "len", "(", "idx", ")", ">", "1", ":", "# Append missing subarrays", "v", ".", "extend", "(", "[", "[", "]", "for", "_", "in", "range", "(",...	28.615385	20.153846
def clear(self): """ Clears out the widgets from this stack. """ for i in range(self.count() - 1, -1, -1): w = self.widget(i) if w: self.removeWidget(w) w.close() w.deleteLater()	[ "def", "clear", "(", "self", ")", ":", "for", "i", "in", "range", "(", "self", ".", "count", "(", ")", "-", "1", ",", "-", "1", ",", "-", "1", ")", ":", "w", "=", "self", ".", "widget", "(", "i", ")", "if", "w", ":", "self", ".", "removeW...	28.2	9.8
def prepend_status(func): """Prepends the output of `func` with the status.""" @ft.wraps(func) def wrapper(self, args, kwargs): """Wrapper stub.""" res = func(self, args, **kwargs) if self.status is not StepResult.UNSET: res = "[{status}]".format(status=self.status.n...	[ "def", "prepend_status", "(", "func", ")", ":", "@", "ft", ".", "wraps", "(", "func", ")", "def", "wrapper", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "\"\"\"Wrapper stub.\"\"\"", "res", "=", "func", "(", "self", ",", "", "...	29.833333	16.416667
def remove_outcome(self, outcome_id, force=False, destroy=True): """Overwrites the remove_outcome method of the State class. Prevents user from removing a outcome from the library state. For further documentation, look at the State class. :raises exceptions.NotImplementedError: in any ...	[ "def", "remove_outcome", "(", "self", ",", "outcome_id", ",", "force", "=", "False", ",", "destroy", "=", "True", ")", ":", "if", "force", ":", "return", "State", ".", "remove_outcome", "(", "self", ",", "outcome_id", ",", "force", ",", "destroy", ")", ...	45	24.5
def start_import(self, version_id=None): """ Starts importing this draft layerversion (cancelling any running import), even if the data object hasn’t changed from the previous version. :raises Conflict: if this version is already published. """ if not version_id: ...	[ "def", "start_import", "(", "self", ",", "version_id", "=", "None", ")", ":", "if", "not", "version_id", ":", "version_id", "=", "self", ".", "version", ".", "id", "target_url", "=", "self", ".", "_client", ".", "get_url", "(", "'VERSION'", ",", "'POST'"...	44.769231	23.692308
def get(msg_or_dict, key, default=_SENTINEL): """Retrieve a key's value from a protobuf Message or dictionary. Args: mdg_or_dict (Union[~google.protobuf.message.Message, Mapping]): the object. key (str): The key to retrieve from the object. default (Any): If the key is not p...	[ "def", "get", "(", "msg_or_dict", ",", "key", ",", "default", "=", "_SENTINEL", ")", ":", "# We may need to get a nested key. Resolve this.", "key", ",", "subkey", "=", "_resolve_subkeys", "(", "key", ")", "# Attempt to get the value from the two types of objects we know ab...	40.755102	23.959184
def getLastPoses(self, unRenderPoseArrayCount, unGamePoseArrayCount): """Get the last set of poses returned by WaitGetPoses.""" fn = self.function_table.getLastPoses pRenderPoseArray = TrackedDevicePose_t() pGamePoseArray = TrackedDevicePose_t() result = fn(byref(pRenderPoseArra...	[ "def", "getLastPoses", "(", "self", ",", "unRenderPoseArrayCount", ",", "unGamePoseArrayCount", ")", ":", "fn", "=", "self", ".", "function_table", ".", "getLastPoses", "pRenderPoseArray", "=", "TrackedDevicePose_t", "(", ")", "pGamePoseArray", "=", "TrackedDevicePose...	55.125	22
def write_yum_repo(content, filename='ceph.repo'): """add yum repo file in /etc/yum.repos.d/""" repo_path = os.path.join('/etc/yum.repos.d', filename) if not isinstance(content, str): content = content.decode('utf-8') write_file(repo_path, content.encode('utf-8'))	[ "def", "write_yum_repo", "(", "content", ",", "filename", "=", "'ceph.repo'", ")", ":", "repo_path", "=", "os", ".", "path", ".", "join", "(", "'/etc/yum.repos.d'", ",", "filename", ")", "if", "not", "isinstance", "(", "content", ",", "str", ")", ":", "c...	47.166667	7.166667
def param_projection(self, x_param, y_param, metric): """ Projects the grid search results onto 2 dimensions. The wrapped GridSearch object is assumed to be fit already. The display value is taken as the max over the non-displayed dimensions. Parameters ---------- ...	[ "def", "param_projection", "(", "self", ",", "x_param", ",", "y_param", ",", "metric", ")", ":", "return", "param_projection", "(", "self", ".", "estimator", ".", "cv_results_", ",", "x_param", ",", "y_param", ",", "metric", ")" ]	36.2	26.866667
def _read_cwl_record(rec): """Read CWL records, handling multiple nesting and batching cases. """ keys = set([]) out = [] if isinstance(rec, dict): is_batched = all([isinstance(v, (list, tuple)) for v in rec.values()]) cur = [{} for _ in range(len(rec.values()[0]) if is_batched else ...	[ "def", "_read_cwl_record", "(", "rec", ")", ":", "keys", "=", "set", "(", "[", "]", ")", "out", "=", "[", "]", "if", "isinstance", "(", "rec", ",", "dict", ")", ":", "is_batched", "=", "all", "(", "[", "isinstance", "(", "v", ",", "(", "list", ...	34.037037	15.259259
def p_pipeline(p): '''pipeline : pipeline BAR newline_list pipeline \| pipeline BAR_AND newline_list pipeline \| command''' if len(p) == 2: p[0] = [p[1]] else: p[0] = p[1] p[0].append(ast.node(kind='pipe', pipe=p[2], pos=p.lexspan(2))) p[0].exten...	[ "def", "p_pipeline", "(", "p", ")", ":", "if", "len", "(", "p", ")", "==", "2", ":", "p", "[", "0", "]", "=", "[", "p", "[", "1", "]", "]", "else", ":", "p", "[", "0", "]", "=", "p", "[", "1", "]", "p", "[", "0", "]", ".", "append", ...	32.7	19.1
def start(st_reg_number): """Checks the number valiaty for the Sergipe state""" divisor = 11 if len(st_reg_number) > 9: return False if len(st_reg_number) < 9: return False sum_total = 0 peso = 9 for i in range(len(st_reg_number)-1): sum_total = sum_total + int(st...	[ "def", "start", "(", "st_reg_number", ")", ":", "divisor", "=", "11", "if", "len", "(", "st_reg_number", ")", ">", "9", ":", "return", "False", "if", "len", "(", "st_reg_number", ")", "<", "9", ":", "return", "False", "sum_total", "=", "0", "peso", "...	22.333333	21.791667
def initialize_dictionaries(self, p_set): """ Initialize dictionaries with the textual inputs in the PredictorSet object p_set - PredictorSet object that has had data fed in """ success = False if not (hasattr(p_set, '_type')): error_message = "needs to be an ...	[ "def", "initialize_dictionaries", "(", "self", ",", "p_set", ")", ":", "success", "=", "False", "if", "not", "(", "hasattr", "(", "p_set", ",", "'_type'", ")", ")", ":", "error_message", "=", "\"needs to be an essay set of the train type.\"", "log", ".", "except...	42.857143	19.5
def _set_standby(self, v, load=False): """ Setter method for standby, mapped from YANG variable /ssh_sa/ssh/server/standby (container) If this variable is read-only (config: false) in the source YANG file, then _set_standby is considered as a private method. Backends looking to populate this variabl...	[ "def", "_set_standby", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "base",...	71.5	33.045455
def load_scenario(self, scenario_name, **kwargs): """Load a scenario into the emulated object. Scenarios are specific states of an an object that can be customized with keyword parameters. Typical examples are: - data logger with full storage - device with low battery indi...	[ "def", "load_scenario", "(", "self", ",", "scenario_name", ",", "", "", "kwargs", ")", ":", "scenario", "=", "self", ".", "_known_scenarios", ".", "get", "(", "scenario_name", ")", "if", "scenario", "is", "None", ":", "raise", "ArgumentError", "(", "\"Un...	38.545455	24.045455
def download_rec(session, rec_url, target_path): """Download and extract a recorded game.""" try: resp = session.get(session.auth.base_url + rec_url) except RequestException: raise VooblyError('failed to connect for download') try: downloaded = zipfile.ZipFile(io.BytesIO(resp.con...	[ "def", "download_rec", "(", "session", ",", "rec_url", ",", "target_path", ")", ":", "try", ":", "resp", "=", "session", ".", "get", "(", "session", ".", "auth", ".", "base_url", "+", "rec_url", ")", "except", "RequestException", ":", "raise", "VooblyError...	39.25	13.833333
def itemsize(self): """ Individual item sizes """ return self._items[:self._count, 1] - self._items[:self._count, 0]	[ "def", "itemsize", "(", "self", ")", ":", "return", "self", ".", "_items", "[", ":", "self", ".", "_count", ",", "1", "]", "-", "self", ".", "_items", "[", ":", "self", ".", "_count", ",", "0", "]" ]	43.333333	18.333333
def render_registration(self): ''' Render pinned points on video frame as red rectangle. ''' surface = self.get_surface() if self.canvas is None or self.df_canvas_corners.shape[0] == 0: return surface corners = self.df_canvas_corners.copy() corners['w...	[ "def", "render_registration", "(", "self", ")", ":", "surface", "=", "self", ".", "get_surface", "(", ")", "if", "self", ".", "canvas", "is", "None", "or", "self", ".", "df_canvas_corners", ".", "shape", "[", "0", "]", "==", "0", ":", "return", "surfac...	34.24	18.16
def update(self, points, pointvol=0., rstate=None, bootstrap=0, pool=None, kdtree=None, mc_integrate=False): """ Update the radii of our balls. Parameters ---------- points : `~numpy.ndarray` with shape (npoints, ndim) The set of points to bound. ...	[ "def", "update", "(", "self", ",", "points", ",", "pointvol", "=", "0.", ",", "rstate", "=", "None", ",", "bootstrap", "=", "0", ",", "pool", "=", "None", ",", "kdtree", "=", "None", ",", "mc_integrate", "=", "False", ")", ":", "# If possible, compute ...	36.852941	21.970588
def es2et( es_fo, et_fo, ): """Convert ES to ET. Args: es_fo (file): File object for the ES file. et_fo (file): File object for the ET file. """ et_fo.write("# Mapping information for read tuples" + os.linesep) et_fo.write("#" + os.linesep) et_fo.write("# ...	[ "def", "es2et", "(", "es_fo", ",", "et_fo", ",", ")", ":", "et_fo", ".", "write", "(", "\"# Mapping information for read tuples\"", "+", "os", ".", "linesep", ")", "et_fo", ".", "write", "(", "\"#\"", "+", "os", ".", "linesep", ")", "et_fo", ".", "write"...	38.330275	21.770642
def get_asset_admin_session(self, proxy=None): """Gets an asset administration session for creating, updating and deleting assets. arg: proxy (osid.proxy.Proxy): a proxy return: (osid.repository.AssetAdminSession) - an ``AssetAdminSession`` raise: NullArgument - ``pr...	[ "def", "get_asset_admin_session", "(", "self", ",", "proxy", "=", "None", ")", ":", "asset_lookup_session", "=", "self", ".", "_provider_manager", ".", "get_asset_lookup_session", "(", "proxy", ")", "return", "AssetAdminSession", "(", "self", ".", "_provider_manager...	46.333333	17.111111
def missing_whitespace_after_import_keyword(logical_line): r"""Multiple imports in form from x import (a, b, c) should have space between import statement and parenthesised name list. Okay: from foo import (bar, baz) E275: from foo import(bar, baz) E275: from importable.module import(bar, baz) ...	[ "def", "missing_whitespace_after_import_keyword", "(", "logical_line", ")", ":", "line", "=", "logical_line", "indicator", "=", "' import('", "if", "line", ".", "startswith", "(", "'from '", ")", ":", "found", "=", "line", ".", "find", "(", "indicator", ")", "...	37.4	12
def _dataframe_to_edge_list(df): """ Convert dataframe into list of edges, assuming that source and target ids are stored in _SRC_VID_COLUMN, and _DST_VID_COLUMN respectively. """ cols = df.columns if len(cols): assert _SRC_VID_COLUMN in cols, "Vertex DataFrame must contain column %s" % _SRC...	[ "def", "_dataframe_to_edge_list", "(", "df", ")", ":", "cols", "=", "df", ".", "columns", "if", "len", "(", "cols", ")", ":", "assert", "_SRC_VID_COLUMN", "in", "cols", ",", "\"Vertex DataFrame must contain column %s\"", "%", "_SRC_VID_COLUMN", "assert", "_DST_VID...	42.615385	29.692308
def process_der(self, data, name): """ DER processing :param data: :param name: :return: """ from cryptography.x509.base import load_der_x509_certificate try: x509 = load_der_x509_certificate(data, self.get_backend()) self.num_der_c...	[ "def", "process_der", "(", "self", ",", "data", ",", "name", ")", ":", "from", "cryptography", ".", "x509", ".", "base", "import", "load_der_x509_certificate", "try", ":", "x509", "=", "load_der_x509_certificate", "(", "data", ",", "self", ".", "get_backend", ...	33.625	19.125
async def handle_control_event(self, message): """Handle an event from the Channels layer. Channels layer callback, do not call directly. """ cmd = message[WorkerProtocol.COMMAND] logger.debug(__("Manager worker got channel command '{}'.", cmd)) # Prepare settings for u...	[ "async", "def", "handle_control_event", "(", "self", ",", "message", ")", ":", "cmd", "=", "message", "[", "WorkerProtocol", ".", "COMMAND", "]", "logger", ".", "debug", "(", "__", "(", "\"Manager worker got channel command '{}'.\"", ",", "cmd", ")", ")", "# P...	46.818182	23.984848
def fstab(jail): ''' Display contents of a fstab(5) file defined in specified jail's configuration. If no file is defined, return False. CLI Example: .. code-block:: bash salt '*' jail.fstab <jail name> ''' ret = [] config = show_config(jail) if 'fstab' in config: ...	[ "def", "fstab", "(", "jail", ")", ":", "ret", "=", "[", "]", "config", "=", "show_config", "(", "jail", ")", "if", "'fstab'", "in", "config", ":", "c_fstab", "=", "config", "[", "'fstab'", "]", "elif", "'mount.fstab'", "in", "config", ":", "c_fstab", ...	32.860465	15.186047
def wait_for_keys(self, *keys, timeout=0): """Waits until one of the specified keys was pressed, and returns which key was pressed. :param keys: iterable of integers of pygame-keycodes, or simply multiple keys passed via multiple arguments :type keys: iterable :par...	[ "def", "wait_for_keys", "(", "self", ",", "*", "keys", ",", "timeout", "=", "0", ")", ":", "if", "len", "(", "keys", ")", "==", "1", "and", "_is_iterable", "(", "keys", "[", "0", "]", ")", ":", "keys", "=", "keys", "[", "0", "]", "return", "sel...	39.352941	21.294118
def spawn(cls, executable, args, path, env, spawnProcess=None): """ Run an executable with some arguments in the given working directory with the given environment variables. Returns a Deferred which fires with a two-tuple of (exit status, output list) if the process terminates ...	[ "def", "spawn", "(", "cls", ",", "executable", ",", "args", ",", "path", ",", "env", ",", "spawnProcess", "=", "None", ")", ":", "d", "=", "defer", ".", "Deferred", "(", ")", "proto", "=", "cls", "(", "d", ",", "filepath", ".", "FilePath", "(", "...	40	20
def shiftx_image2d_flux(image2d_orig, xoffset): """Resample 2D image using a shift in the x direction (flux is preserved). Parameters ---------- image2d_orig : numpy array 2D image to be resampled. xoffset : float Offset to be applied. Returns ------- image2d_resampled ...	[ "def", "shiftx_image2d_flux", "(", "image2d_orig", ",", "xoffset", ")", ":", "if", "image2d_orig", ".", "ndim", "==", "1", ":", "naxis1", "=", "image2d_orig", ".", "size", "elif", "image2d_orig", ".", "ndim", "==", "2", ":", "naxis2", ",", "naxis1", "=", ...	28.806452	16.516129
def serialize_elements(document, elements, options=None): """Serialize list of elements into HTML string. :Args: - document (:class:`ooxml.doc.Document`): Document object - elements (list): List of elements - options (dict): Optional dictionary with :class:`Context` options :Returns: ...	[ "def", "serialize_elements", "(", "document", ",", "elements", ",", "options", "=", "None", ")", ":", "ctx", "=", "Context", "(", "document", ",", "options", ")", "tree_root", "=", "root", "=", "etree", ".", "Element", "(", "'div'", ")", "for", "elem", ...	29.84	24.32
def _get_col_epsg(mapped_class, geom_attr): """Get the EPSG code associated with a geometry attribute. Arguments: geom_attr the key of the geometry property as defined in the SQLAlchemy mapper. If you use ``declarative_base`` this is the name of the geometry attribute as defined i...	[ "def", "_get_col_epsg", "(", "mapped_class", ",", "geom_attr", ")", ":", "col", "=", "class_mapper", "(", "mapped_class", ")", ".", "get_property", "(", "geom_attr", ")", ".", "columns", "[", "0", "]", "return", "col", ".", "type", ".", "srid" ]	33.230769	23.153846
def doubleClick(x=None, y=None, interval=0.0, button='left', duration=0.0, tween=linear, pause=None, _pause=True): """Performs a double click. This is a wrapper function for click('left', x, y, 2, interval). The x and y parameters detail where the mouse event happens. If None, the current mouse positi...	[ "def", "doubleClick", "(", "x", "=", "None", ",", "y", "=", "None", ",", "interval", "=", "0.0", ",", "button", "=", "'left'", ",", "duration", "=", "0.0", ",", "tween", "=", "linear", ",", "pause", "=", "None", ",", "_pause", "=", "True", ")", "...	40.232558	27.348837
def DeserializeUnsigned(self, reader): """ Deserialize unsigned data only. Args: reader (neo.IO.BinaryReader): """ self.Version = reader.ReadUInt32() self.PrevHash = reader.ReadUInt256() self.MerkleRoot = reader.ReadUInt256() self.Timestamp = ...	[ "def", "DeserializeUnsigned", "(", "self", ",", "reader", ")", ":", "self", ".", "Version", "=", "reader", ".", "ReadUInt32", "(", ")", "self", ".", "PrevHash", "=", "reader", ".", "ReadUInt256", "(", ")", "self", ".", "MerkleRoot", "=", "reader", ".", ...	33.285714	7.428571
def run(self, writer, reader): """ Pager entry point. In interactive mode (terminal is a tty), run until ``process_keystroke()`` detects quit keystroke ('q'). In non-interactive mode, exit after displaying all unicode points. :param writer: callable writes to output st...	[ "def", "run", "(", "self", ",", "writer", ",", "reader", ")", ":", "self", ".", "_page_data", "=", "self", ".", "initialize_page_data", "(", ")", "self", ".", "_set_lastpage", "(", ")", "if", "not", "self", ".", "term", ".", "is_a_tty", ":", "self", ...	37.4	17.7
def drain_D(self): """ Returns depth of drain pipe. :returns: Depth :return: float """ tank_A = 2 * self.channel_L * self.channel_W drain_D = (np.sqrt(8 * tank_A / (np.pi * self.drain_t) * np.sqrt( self.downstream_H * self.drain_K / (2 * u.standard_gravity))))....	[ "def", "drain_D", "(", "self", ")", ":", "tank_A", "=", "2", "", "self", ".", "channel_L", "", "self", ".", "channel_W", "drain_D", "=", "(", "np", ".", "sqrt", "(", "8", "", "tank_A", "/", "(", "np", ".", "pi", "", "self", ".", "drain_t", ...	38.888889	18.777778
def _restore_auto_increment(self, table): """restore the auto increment value for the table to what it was previously""" query, seq_table, seq_column, seq_name = self._get_auto_increment_info(table) if query: queries = [query, "select nextval('{}')".format(seq_name)] retu...	[ "def", "_restore_auto_increment", "(", "self", ",", "table", ")", ":", "query", ",", "seq_table", ",", "seq_column", ",", "seq_name", "=", "self", ".", "_get_auto_increment_info", "(", "table", ")", "if", "query", ":", "queries", "=", "[", "query", ",", "\...	57.333333	17.333333
def spanstring2tokens(docgraph, span_string): """ Converts a span string (e.g. 'word_88..word_91') into a list of token IDs (e.g. ['word_88', 'word_89', 'word_90', 'word_91']. Token IDs that do not occur in the given document graph will be filtered out. Q: Why are some token IDs missing in a docume...	[ "def", "spanstring2tokens", "(", "docgraph", ",", "span_string", ")", ":", "tokens", "=", "convert_spanstring", "(", "span_string", ")", "existing_nodes", "=", "set", "(", "docgraph", ".", "nodes", "(", ")", ")", "existing_tokens", "=", "[", "]", "for", "tok...	42	21.348837
def add_auth(self, req, **kwargs): """ Add AWS3 authentication to a request. :type req: :class`boto.connection.HTTPRequest` :param req: The HTTPRequest object. """ # This could be a retry. Make sure the previous # authorization header is removed first. i...	[ "def", "add_auth", "(", "self", ",", "req", ",", "", "", "kwargs", ")", ":", "# This could be a retry. Make sure the previous", "# authorization header is removed first.", "if", "'X-Amzn-Authorization'", "in", "req", ".", "headers", ":", "del", "req", ".", "headers...	46.272727	13.272727
def cli(env, volume_id, new_size, new_iops, new_tier): """Modify an existing file storage volume.""" file_manager = SoftLayer.FileStorageManager(env.client) if new_tier is not None: new_tier = float(new_tier) try: order = file_manager.order_modified_volume( volume_id, ...	[ "def", "cli", "(", "env", ",", "volume_id", ",", "new_size", ",", "new_iops", ",", "new_tier", ")", ":", "file_manager", "=", "SoftLayer", ".", "FileStorageManager", "(", "env", ".", "client", ")", "if", "new_tier", "is", "not", "None", ":", "new_tier", ...	35.304348	20.043478
def _getSortKey(self, planet): """ Takes a planet and turns it into a key to be sorted by :param planet: :return: """ value = eval('planet.'+self._planetProperty) # TODO some sort of data validation, either before or using try except if self.unit is not None: ...	[ "def", "_getSortKey", "(", "self", ",", "planet", ")", ":", "value", "=", "eval", "(", "'planet.'", "+", "self", ".", "_planetProperty", ")", "# TODO some sort of data validation, either before or using try except", "if", "self", ".", "unit", "is", "not", "None", ...	31.411765	22.529412
def add_matplotlib_cmaps(fail_on_import_error=True): """Add all matplotlib colormaps.""" try: from matplotlib import cm as _cm from matplotlib.cbook import mplDeprecation except ImportError: if fail_on_import_error: raise # silently fail return for na...	[ "def", "add_matplotlib_cmaps", "(", "fail_on_import_error", "=", "True", ")", ":", "try", ":", "from", "matplotlib", "import", "cm", "as", "_cm", "from", "matplotlib", ".", "cbook", "import", "mplDeprecation", "except", "ImportError", ":", "if", "fail_on_import_er...	33.608696	14.695652
def parse_comment(comment): """ Parse a comment of the form # investigation_time=50.0, imt="PGA", ... and returns it as pairs of strings: >>> parse_comment('''path=('b1',), time=50.0, imt="PGA"''') [('path', ('b1',)), ('time', 50.0), ('imt', 'PGA')] """ names, vals = [], [] pieces =...	[ "def", "parse_comment", "(", "comment", ")", ":", "names", ",", "vals", "=", "[", "]", ",", "[", "]", "pieces", "=", "comment", ".", "split", "(", "'='", ")", "for", "i", ",", "piece", "in", "enumerate", "(", "pieces", ")", ":", "if", "i", "==", ...	33.666667	9.666667
def call_alert(args, kwargs): ''' Lamp alert Options: id: Specifies a device ID. Can be a comma-separated values. All, if omitted. * on: Turns on or off an alert. Default is True. CLI Example: .. code-block:: bash salt '' hue.alert salt '' hue.alert id=1 ...	[ "def", "call_alert", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "res", "=", "dict", "(", ")", "devices", "=", "_get_lights", "(", ")", "for", "dev_id", "in", "'id'", "not", "in", "kwargs", "and", "sorted", "(", "devices", ".", "keys", "("...	24.708333	29.208333
def _generic_io_transform(node, name, cls): """Transform the given name, by adding the given class as a member of the node.""" io_module = astroid.MANAGER.ast_from_module_name("_io") attribute_object = io_module[cls] instance = attribute_object.instantiate_class() node.locals[name] = [instance]	[ "def", "_generic_io_transform", "(", "node", ",", "name", ",", "cls", ")", ":", "io_module", "=", "astroid", ".", "MANAGER", ".", "ast_from_module_name", "(", "\"_io\"", ")", "attribute_object", "=", "io_module", "[", "cls", "]", "instance", "=", "attribute_ob...	44.571429	11.714286
def groupby_size(columns, column_tys, grouping_columns, grouping_column_tys): """ Groups the given columns by the corresponding grouping column value, and aggregate by summing values. Args: columns (List<WeldObject>): List of columns as WeldObjects column_tys (List<str>): List of each c...	[ "def", "groupby_size", "(", "columns", ",", "column_tys", ",", "grouping_columns", ",", "grouping_column_tys", ")", ":", "weld_obj", "=", "WeldObject", "(", "encoder_", ",", "decoder_", ")", "if", "len", "(", "grouping_columns", ")", "==", "1", "and", "len", ...	33.196721	22.04918
def run(version, quiet, no_fetch, push, **kwargs): # pragma: no cover """ A nicer `git pull`. """ if version: if NO_DISTRIBUTE: print(colored('Please install \'git-up\' via pip in order to ' 'get version information.', 'yellow')) else: ...	[ "def", "run", "(", "version", ",", "quiet", ",", "no_fetch", ",", "push", ",", "", "", "kwargs", ")", ":", "# pragma: no cover\r", "if", "version", ":", "if", "NO_DISTRIBUTE", ":", "print", "(", "colored", "(", "'Please install \\'git-up\\' via pip in order to...	25.62069	21.068966
def once(self, event: str, handlers: T.Callable) -> T.Callable: """Registers one or more handlers to a specified event, but removes them when the event is first triggered. This method may as well be used as a decorator for the handler.""" def _once_wrapper(handlers: T.Callable) -> T.C...	[ "def", "once", "(", "self", ",", "event", ":", "str", ",", "", "handlers", ":", "T", ".", "Callable", ")", "->", "T", ".", "Callable", ":", "def", "_once_wrapper", "(", "", "handlers", ":", "T", ".", "Callable", ")", "->", "T", ".", "Callable", ...	38.619048	16.761905
def formatException(self, record): """ Format and return the specified exception information as a string. :type record logging.LogRecord :rtype: dict """ if record.exc_info is None: return {} (exc_type, exc_message, trace) = record.exc_info r...	[ "def", "formatException", "(", "self", ",", "record", ")", ":", "if", "record", ".", "exc_info", "is", "None", ":", "return", "{", "}", "(", "exc_type", ",", "exc_message", ",", "trace", ")", "=", "record", ".", "exc_info", "return", "{", "'e'", ":", ...	31.722222	21.166667
def toolchain_spec_compile_entries( toolchain, spec, entries, process_name, overwrite_log=None): """ The standardized Toolchain Spec Entries compile function This function accepts a toolchain instance, the spec to be operated with and the entries provided for the process name. The standard ...	[ "def", "toolchain_spec_compile_entries", "(", "toolchain", ",", "spec", ",", "entries", ",", "process_name", ",", "overwrite_log", "=", "None", ")", ":", "processor", "=", "getattr", "(", "toolchain", ",", "'compile_%s_entry'", "%", "process_name", ")", "modpath_l...	39.243902	22.512195
def set_timeout(self, timeout): """ set the timeout limit. :Parameters: #. timeout (number): The maximum delay or time allowed to successfully set the lock. When timeout is exhausted before successfully setting the lock, the lock ends up not acquired. ...	[ "def", "set_timeout", "(", "self", ",", "timeout", ")", ":", "try", ":", "timeout", "=", "float", "(", "timeout", ")", "assert", "timeout", ">=", "0", "assert", "timeout", ">=", "self", ".", "__wait", "except", ":", "raise", "Exception", "(", "'timeout m...	35.4375	18.4375
def finite_difference(self, args, kwargs): """ Calculates a numerical approximation of the Jacobian of the model using the sixth order central finite difference method. Accepts a `dx` keyword to tune the relative stepsize used. Makes 6n_params calls to the model. :re...	[ "def", "finite_difference", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "# See also: scipy.misc.derivative. It might be convinced to work, but", "# it will make way too many function evaluations", "dx", "=", "kwargs", ".", "pop", "(", "'dx'", ")", ...	51.333333	20.126984
def get_locations(): """ Pull the accounts locations. """ arequest = requests.get(LOCATIONS_URL, headers=HEADERS) status_code = str(arequest.status_code) if status_code == '401': _LOGGER.error("Token expired.") return False return arequest....	[ "def", "get_locations", "(", ")", ":", "arequest", "=", "requests", ".", "get", "(", "LOCATIONS_URL", ",", "headers", "=", "HEADERS", ")", "status_code", "=", "str", "(", "arequest", ".", "status_code", ")", "if", "status_code", "==", "'401'", ":", "_LOGGE...	31.7	9.1
def get_json(request, token): """Return matching results as JSON""" result = [] searchtext = request.GET['q'] if len(searchtext) >= 3: pickled = _simple_autocomplete_queryset_cache.get(token, None) if pickled is not None: app_label, model_name, query = pickle.loads(pickled) ...	[ "def", "get_json", "(", "request", ",", "token", ")", ":", "result", "=", "[", "]", "searchtext", "=", "request", ".", "GET", "[", "'q'", "]", "if", "len", "(", "searchtext", ")", ">=", "3", ":", "pickled", "=", "_simple_autocomplete_queryset_cache", "."...	40.061224	15.632653
def absent(name, protocol=None, service_address=None): ''' Ensure the LVS service is absent. name The name of the LVS service protocol The service protocol service_address The LVS service address ''' ret = {'name': name, 'changes': {}, 'result...	[ "def", "absent", "(", "name", ",", "protocol", "=", "None", ",", "service_address", "=", "None", ")", ":", "ret", "=", "{", "'name'", ":", "name", ",", "'changes'", ":", "{", "}", ",", "'result'", ":", "True", ",", "'comment'", ":", "''", "}", "#ch...	33.825	24.725
def izscan(self, key, , match=None, count=None): """Incrementally iterate sorted set items using async for. Usage example: >>> async for val, score in redis.izscan(key, match='something'): ... print('Matched:', val, ':', score) """ return _ScanIter(lambda cur: se...	[ "def", "izscan", "(", "self", ",", "key", ",", "*", ",", "match", "=", "None", ",", "count", "=", "None", ")", ":", "return", "_ScanIter", "(", "lambda", "cur", ":", "self", ".", "zscan", "(", "key", ",", "cur", ",", "match", "=", "match", ",", ...	37.5	20.75
def tally(self, chain): """Store the object's current value to a chain. :Parameters: chain : integer Chain index. """ value = self._getfunc() try: self._trace[chain][self._index[chain]] = value.copy() except AttributeError: sel...	[ "def", "tally", "(", "self", ",", "chain", ")", ":", "value", "=", "self", ".", "_getfunc", "(", ")", "try", ":", "self", ".", "_trace", "[", "chain", "]", "[", "self", ".", "_index", "[", "chain", "]", "]", "=", "value", ".", "copy", "(", ")",...	25.4	19.4
def _init_relationships(self, relationships_arg): """Return a set of relationships found in all subset GO Terms.""" if relationships_arg: relationships_all = self._get_all_relationships() if relationships_arg is True: return relationships_all else: ...	[ "def", "_init_relationships", "(", "self", ",", "relationships_arg", ")", ":", "if", "relationships_arg", ":", "relationships_all", "=", "self", ".", "_get_all_relationships", "(", ")", "if", "relationships_arg", "is", "True", ":", "return", "relationships_all", "el...	44.666667	13
def parse_log(file_path): """ Parse a CISM output log and extract some information. Args: file_path: absolute path to the log file Return: A dictionary created by the elements object corresponding to the results of the bit for bit testing """ if not os.path.isfile(file_...	[ "def", "parse_log", "(", "file_path", ")", ":", "if", "not", "os", ".", "path", ".", "isfile", "(", "file_path", ")", ":", "return", "elements", ".", "error", "(", "\"Output Log\"", ",", "\"Could not open file: \"", "+", "file_path", ".", "split", "(", "os...	38.116667	14.95
def disassociate(self, eip_or_aid): """Disassociates an EIP. If the EIP was allocated for a VPC instance, an AllocationId(aid) must be provided instead of a PublicIp. """ if "." in eip_or_aid: # If an IP is given (Classic) return "true" == self.call("Disassociat...	[ "def", "disassociate", "(", "self", ",", "eip_or_aid", ")", ":", "if", "\".\"", "in", "eip_or_aid", ":", "# If an IP is given (Classic)", "return", "\"true\"", "==", "self", ".", "call", "(", "\"DisassociateAddress\"", ",", "response_data_key", "=", "\"return\"", ...	59.166667	19.333333
def get_sequence_lengths(fastafilenames): """Returns dictionary of sequence lengths, keyed by organism. Biopython's SeqIO module is used to parse all sequences in the FASTA file corresponding to each organism, and the total base count in each is obtained. NOTE: ambiguity symbols are not discounted...	[ "def", "get_sequence_lengths", "(", "fastafilenames", ")", ":", "tot_lengths", "=", "{", "}", "for", "fn", "in", "fastafilenames", ":", "tot_lengths", "[", "os", ".", "path", ".", "splitext", "(", "os", ".", "path", ".", "split", "(", "fn", ")", "[", "...	37	19.428571
def open_resource(source): """ Opens a resource in binary reading mode. Wraps the resource with a context manager when it doesn't have one. :param source: a filepath or an URL. """ try: return open(source, mode='rb') except (IOError, OSError) as err: try: resourc...	[ "def", "open_resource", "(", "source", ")", ":", "try", ":", "return", "open", "(", "source", ",", "mode", "=", "'rb'", ")", "except", "(", "IOError", ",", "OSError", ")", "as", "err", ":", "try", ":", "resource", "=", "urlopen", "(", "source", ")", ...	29.64	15.24
def invite(self, channel, nick): """ Invite someone to a channel. Required arguments: * channel - Channel to invite them to. * nick - Nick to invite. """ with self.lock: self.is_in_channel(channel) self.send('INVITE %s %s' % (nick, channel...	[ "def", "invite", "(", "self", ",", "channel", ",", "nick", ")", ":", "with", "self", ".", "lock", ":", "self", ".", "is_in_channel", "(", "channel", ")", "self", ".", "send", "(", "'INVITE %s %s'", "%", "(", "nick", ",", "channel", ")", ")", "while",...	32.1	14
def verify_user(self): """Verify if the changeset was made by a inexperienced mapper (anyone with less than 5 edits) or by a user that was blocked more than once. """ user_reasons = get_user_details(self.uid) [self.label_suspicious(reason) for reason in user_reasons]	[ "def", "verify_user", "(", "self", ")", ":", "user_reasons", "=", "get_user_details", "(", "self", ".", "uid", ")", "[", "self", ".", "label_suspicious", "(", "reason", ")", "for", "reason", "in", "user_reasons", "]" ]	50.333333	15
def run_gendoc(source, dest, args): """Starts gendoc which reads source and creates rst files in dest with the given args. :param source: The python source directory for gendoc. Can be a relative path. :type source: str :param dest: The destination for the rst files. Can be a relative path. :type d...	[ "def", "run_gendoc", "(", "source", ",", "dest", ",", "args", ")", ":", "args", ".", "insert", "(", "0", ",", "'gendoc.py'", ")", "args", ".", "append", "(", "dest", ")", "args", ".", "append", "(", "source", ")", "print", "'Running gendoc.main with: %s'...	34.444444	19.277778
def flatten(struct): """Cleates a flat list of all items in structured output (dicts, lists, items) Examples: > _flatten({'a': foo, b: bar}) [foo, bar] > _flatten([foo, [bar, troll]]) [foo, bar, troll] > _flatten(foo) [foo] """ if struct is None: return [] flat = [] ...	[ "def", "flatten", "(", "struct", ")", ":", "if", "struct", "is", "None", ":", "return", "[", "]", "flat", "=", "[", "]", "if", "isinstance", "(", "struct", ",", "dict", ")", ":", "for", "key", ",", "result", "in", "struct", ".", "items", "(", ")"...	21.966667	18.466667
def stop(self): """Stop a task immediately. Raises: RuntimeError: If the task hasn't been started or has already been stopped. """ if self._status is TaskStatus.STOPPED: return if self._status is not TaskStatus.STARTED: raise ...	[ "def", "stop", "(", "self", ")", ":", "if", "self", ".", "_status", "is", "TaskStatus", ".", "STOPPED", ":", "return", "if", "self", ".", "_status", "is", "not", "TaskStatus", ".", "STARTED", ":", "raise", "RuntimeError", "(", "\"Cannot stop %s in state %s\"...	29.352941	18.882353
def replace_parameters(context, nb, parameters): # Uma: This is a copy-paste from papermill papermill/execute.py:104 (execute_parameters). # Typically, papermill injects the injected-parameters cell below the parameters cell # but we want to replace the parameters cell, which is what this function does....	[ "def", "replace_parameters", "(", "context", ",", "nb", ",", "parameters", ")", ":", "# Uma: This is a copy-paste from papermill papermill/execute.py:104 (execute_parameters).", "# Typically, papermill injects the injected-parameters cell below the parameters cell", "# but we want to *repl...	44.938776	25.959184
def division_content(self, election_day, division, special=False): """ Return serialized content for a division page. """ from electionnight.models import PageType division_type = ContentType.objects.get_for_model(division) page_type = PageType.objects.get( m...	[ "def", "division_content", "(", "self", ",", "election_day", ",", "division", ",", "special", "=", "False", ")", ":", "from", "electionnight", ".", "models", "import", "PageType", "division_type", "=", "ContentType", ".", "objects", ".", "get_for_model", "(", ...	36.892857	14.821429
def get_fragility_model_04(fmodel, fname): """ :param fmodel: a fragilityModel node :param fname: path of the fragility file :returns: an :class:`openquake.risklib.scientific.FragilityModel` instance """ logging.warning('Please upgrade %s to NRML 0.5', fname) node05 =...	[ "def", "get_fragility_model_04", "(", "fmodel", ",", "fname", ")", ":", "logging", ".", "warning", "(", "'Please upgrade %s to NRML 0.5'", ",", "fname", ")", "node05", "=", "convert_fragility_model_04", "(", "fmodel", ",", "fname", ")", "node05", ".", "limitStates...	35.230769	14
def get_name(principal): ''' Gets the name from the specified principal. Args: principal (str): Find the Normalized name based on this. Can be a PySID object, a SID string, or a user name in any capitalization. .. note:: Searching based on the u...	[ "def", "get_name", "(", "principal", ")", ":", "# If this is a PySID object, use it", "if", "isinstance", "(", "principal", ",", "pywintypes", ".", "SIDType", ")", ":", "sid_obj", "=", "principal", "else", ":", "# If None is passed, use the Universal Well-known SID for \"...	36.836364	23.127273
def build_wxsfile_file_section(root, files, NAME, VERSION, VENDOR, filename_set, id_set): """ Builds the Component sections of the wxs file with their included files. Files need to be specified in 8.3 format and in the long name format, long filenames will be converted automatically. Features are spec...	[ "def", "build_wxsfile_file_section", "(", "root", ",", "files", ",", "NAME", ",", "VERSION", ",", "VENDOR", ",", "filename_set", ",", "id_set", ")", ":", "root", "=", "create_default_directory_layout", "(", "root", ",", "NAME", ",", "VERSION", ",", "VENDOR", ...	41.340909	22.988636
def getAnalyses(self, *kwargs): """Returns a list of the latest root cause analysis results for a specified check. Optional Parameters: limit -- Limits the number of returned results to the specified quantity. Type: Integer ...	[ "def", "getAnalyses", "(", "self", ",", "", "", "kwargs", ")", ":", "# 'from' is a reserved word, use time_from instead", "if", "kwargs", ".", "get", "(", "'time_from'", ")", ":", "kwargs", "[", "'from'", "]", "=", "kwargs", ".", "get", "(", "'time_from'", ...	36.736842	20.701754
def make_multipart(self, content_disposition=None, content_type=None, content_location=None): """ Makes this request field into a multipart request field. This method overrides "Content-Disposition", "Content-Type" and "Content-Location" headers to the request par...	[ "def", "make_multipart", "(", "self", ",", "content_disposition", "=", "None", ",", "content_type", "=", "None", ",", "content_location", "=", "None", ")", ":", "self", ".", "headers", "[", "'Content-Disposition'", "]", "=", "content_disposition", "or", "'form-d...	39.636364	20.636364
def softmax_to_unary(sm, GT_PROB=1): """Deprecated, use `unary_from_softmax` instead.""" warning("pydensecrf.softmax_to_unary is deprecated, use unary_from_softmax instead.") scale = None if GT_PROB == 1 else GT_PROB return unary_from_softmax(sm, scale, clip=None)	[ "def", "softmax_to_unary", "(", "sm", ",", "GT_PROB", "=", "1", ")", ":", "warning", "(", "\"pydensecrf.softmax_to_unary is deprecated, use unary_from_softmax instead.\"", ")", "scale", "=", "None", "if", "GT_PROB", "==", "1", "else", "GT_PROB", "return", "unary_from_...	55.2	13.8
def calc_area_extent(self, key): """Calculate area extent for a dataset.""" # Calculate the area extent of the swath based on start line and column # information, total number of segments and channel resolution xyres = {500: 22272, 1000: 11136, 2000: 5568} chkres = xyres[key.reso...	[ "def", "calc_area_extent", "(", "self", ",", "key", ")", ":", "# Calculate the area extent of the swath based on start line and column", "# information, total number of segments and channel resolution", "xyres", "=", "{", "500", ":", "22272", ",", "1000", ":", "11136", ",", ...	48.594595	20.054054
def comb_indices(n, k): """``n``-dimensional version of itertools.combinations. Args: a (np.ndarray): The array from which to get combinations. k (int): The desired length of the combinations. Returns: np.ndarray: Indices that give the ``k``-combinations of ``n`` elements. Exa...	[ "def", "comb_indices", "(", "n", ",", "k", ")", ":", "# Count the number of combinations for preallocation", "count", "=", "comb", "(", "n", ",", "k", ",", "exact", "=", "True", ")", "# Get numpy iterable from ``itertools.combinations``", "indices", "=", "np", ".", ...	30.516129	18.774194
def convert_complex_output(out_in): """ Convert complex values in the output dictionary `out_in` to pairs of real and imaginary parts. """ out = {} for key, val in out_in.iteritems(): if val.data.dtype in complex_types: rval = copy(val) rval.data = val.data.real...	[ "def", "convert_complex_output", "(", "out_in", ")", ":", "out", "=", "{", "}", "for", "key", ",", "val", "in", "out_in", ".", "iteritems", "(", ")", ":", "if", "val", ".", "data", ".", "dtype", "in", "complex_types", ":", "rval", "=", "copy", "(", ...	24.190476	16.095238
def nac(x, depth, name=None, reuse=None): """NAC as in https://arxiv.org/abs/1808.00508.""" with tf.variable_scope(name, default_name="nac", values=[x], reuse=reuse): x_shape = shape_list(x) w = tf.get_variable("w", [x_shape[-1], depth]) m = tf.get_variable("m", [x_shape[-1], depth]) w = tf.tanh(w) ...	[ "def", "nac", "(", "x", ",", "depth", ",", "name", "=", "None", ",", "reuse", "=", "None", ")", ":", "with", "tf", ".", "variable_scope", "(", "name", ",", "default_name", "=", "\"nac\"", ",", "values", "=", "[", "x", "]", ",", "reuse", "=", "reu...	46.7	9.8
def raise_os_error(_errno, path=None): """ Helper for raising the correct exception under Python 3 while still being able to raise the same common exception class in Python 2.7. """ msg = "%s: '%s'" % (strerror(_errno), path) if path else strerror(_errno) raise OSError(_errno, msg)	[ "def", "raise_os_error", "(", "_errno", ",", "path", "=", "None", ")", ":", "msg", "=", "\"%s: '%s'\"", "%", "(", "strerror", "(", "_errno", ")", ",", "path", ")", "if", "path", "else", "strerror", "(", "_errno", ")", "raise", "OSError", "(", "_errno",...	37.5	18.75
def find_multiplex_by_name(self, multiplex_name: str) -> Multiplex: """ Find and return a multiplex in the influence graph with the given name. Raise an AttributeError if there is no multiplex in the graph with the given name. """ for multiplex in self.multiplexes: i...	[ "def", "find_multiplex_by_name", "(", "self", ",", "multiplex_name", ":", "str", ")", "->", "Multiplex", ":", "for", "multiplex", "in", "self", ".", "multiplexes", ":", "if", "multiplex", ".", "name", "==", "multiplex_name", ":", "return", "multiplex", "raise"...	50.777778	18.888889
def abspath(rel): """ Take paths relative to the current file and convert them to absolute paths. Parameters ------------ rel : str Relative path, IE '../stuff' Returns ------------- abspath : str Absolute path, IE '/home/user/stuff' """ retu...	[ "def", "abspath", "(", "rel", ")", ":", "return", "os", ".", "path", ".", "abspath", "(", "os", ".", "path", ".", "join", "(", "cwd", ",", "rel", ")", ")" ]	21.6875	17.8125
def send_email_smtp(to, subject, html_content, config, files=None, data=None, images=None, dryrun=False, cc=None, bcc=None, mime_subtype='mixed'): """ Send an email with html content, eg: send_email_smtp( 'test@example.com', 'foo', '<b>Foo</b> bar',['/dev/null...	[ "def", "send_email_smtp", "(", "to", ",", "subject", ",", "html_content", ",", "config", ",", "files", "=", "None", ",", "data", "=", "None", ",", "images", "=", "None", ",", "dryrun", "=", "False", ",", "cc", "=", "None", ",", "bcc", "=", "None", ...	32.966667	16.833333
def properties(obj): """ Returns a dictionary with one entry per attribute of the given object. The key being the attribute name and the value being the attribute value. Attributes starting in two underscores will be ignored. This function is an alternative to vars() which only returns instance vari...	[ "def", "properties", "(", "obj", ")", ":", "return", "dict", "(", "(", "attr", ",", "getattr", "(", "obj", ",", "attr", ")", ")", "for", "attr", "in", "dir", "(", "obj", ")", "if", "not", "attr", ".", "startswith", "(", "'__'", ")", ")" ]	41.333333	26.833333
def main(args=sys.argv): """Parse the arguments, and pass the config object on to run.""" # Don't make changes to sys.argv args = list(args) # Remove arg[0] args.pop(0) # Pop off the options clear_opt = False if '-c' in args: args.remove('-c') clear_opt = True elif ...	[ "def", "main", "(", "args", "=", "sys", ".", "argv", ")", ":", "# Don't make changes to sys.argv", "args", "=", "list", "(", "args", ")", "# Remove arg[0]", "args", ".", "pop", "(", "0", ")", "# Pop off the options", "clear_opt", "=", "False", "if", "'-c'", ...	23.37037	19.962963
def _CreateSingleValueCondition(self, value, operator): """Creates a single-value condition with the provided value and operator.""" if isinstance(value, str) or isinstance(value, unicode): value = '"%s"' % value return '%s %s %s' % (self._field, operator, value)	[ "def", "_CreateSingleValueCondition", "(", "self", ",", "value", ",", "operator", ")", ":", "if", "isinstance", "(", "value", ",", "str", ")", "or", "isinstance", "(", "value", ",", "unicode", ")", ":", "value", "=", "'\"%s\"'", "%", "value", "return", "...	55.4	12.2

def manifest(request, form): ''' Produces the registration manifest for people with the given product type. ''' products = form.cleaned_data["product"] categories = form.cleaned_data["category"] line_items = ( Q(lineitem__product__in=products) | Q(lineitem__product__categor...

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27.580247

20.024691

def dumps(self): """Override the default to avoid duplicate dump.""" return [self.__class__.__name__.lower(), [x.dumps() for x in self.ts]]

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51

20.666667

def install_package(self, name, index=None, force=False, update=False): """Install a given package. Args: name (str): The package name to install. This can be any valid pip package specification. index (str): The URL for a pypi index to use. force (bo...

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31

25.083333

def adjust_prior(self,index,prior): """ Adjusts priors for the latent variables Parameters ---------- index : int or list[int] Which latent variable index/indices to be altered prior : Prior object Which prior distribution? E.g. Normal(0,1) Retu...

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45.171429

26.257143

def add_virtual_columns_equatorial_to_galactic_cartesian(self, alpha, delta, distance, xname, yname, zname, radians=True, alpha_gp=np.radians(192.85948), delta_gp=np.radians(27.12825), l_omega=np.radians(32.93192)): """From http://arxiv.org/pdf/1306.2945v2.pdf""" if not radians: alpha = "pi/180.*%s" % a...

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98.625

64.5

def archive(self): """Store model output to laboratory archive.""" # Traverse the model directory deleting symlinks, zero length files # and empty directories for path, dirs, files in os.walk(self.work_path, topdown=False): for f_name in files: f_path = os.pa...

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43.083333

17.166667

def load_imgs(filenames, masker, nan_to_num=True): """ Load multiple images from file into an ndarray. Args: filenames: A single filename or list of filenames pointing to valid images. masker: A Masker instance. nan_to_num: Optional boolean indicating whether to convert NaNs to zero. ...

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35.052632

18.631579

def init_check_window(self): """ initiates the object that will control steps 1-6 of checking headers, filling in cell values, etc. """ self.check_dia = pmag_er_magic_dialogs.ErMagicCheckFrame3(self, 'Check Data', ...

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48.714286

20.428571

def refresh(self): """ Updates the current line decoration """ if self.enabled: self._clear_deco() if self._color: color = self._color else: color = drift_color(self.editor.background, 110) brush = QtGui.QBru...

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36.333333

12.2

def native_projection_explanation(ax): """Example showing how the "native" longitude and latitude relate to the stereonet projection.""" ax.set_title('Longitude and Latitude', size=18, y=1.1) # Hide the azimuth labels ax.set_azimuth_ticklabels([]) # Make the axis tick labels visible: ax.se...

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28.125

17.25

def resolve(self, definitions): """ Resolve named references to other WSDL objects. This includes cross-linking information (from) the portType (to) the I{soap} protocol information on the binding for each operation. @param definitions: A definitions object. @type defini...

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43.846154

10.153846

def idle_task(self): '''run periodic tasks''' now = time.time() if now - self.last_chan_check >= 1: self.last_chan_check = now self.update_channels()

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32

9

def _ParseDateTimeValue(self, byte_stream, file_offset): """Parses a CUPS IPP RFC2579 date-time value from a byte stream. Args: byte_stream (bytes): byte stream. file_offset (int): offset of the attribute data relative to the start of the file-like object. Returns: dfdatetime.R...

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39.666667

23.1

def null_technical_500_response(request, exc_type, exc_value, tb, status_code=500): """ Alternative function for django.views.debug.technical_500_response. Django's convert_exception_to_response() wrapper is called on each 'Middleware' object to avoid leaking exceptions. If an uncaught exception is rai...

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51.37037

34.037037

def is_on(self): """ Get sensor state. Assume offline or open (worst case). """ if self._type == 'Occupancy': return self.status not in CONST.STATUS_ONLINE return self.status not in (CONST.STATUS_OFF, CONST.STATUS_OFFLINE, C...

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33

15.2

def pad_array(v, idx): """Expand lists in multidimensional arrays to pad unset values.""" i_v, i_s = idx[0] if len(idx) > 1: # Append missing subarrays v.extend([[] for _ in range(len(v), i_v - i_s + 1)]) # Pad elements for e in v: pad_array(e, idx[1:]) else...

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28.615385

20.153846

def clear(self): """ Clears out the widgets from this stack. """ for i in range(self.count() - 1, -1, -1): w = self.widget(i) if w: self.removeWidget(w) w.close() w.deleteLater()

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28.2

9.8

def prepend_status(func): """Prepends the output of `func` with the status.""" @ft.wraps(func) def wrapper(self, *args, **kwargs): """Wrapper stub.""" res = func(self, *args, **kwargs) if self.status is not StepResult.UNSET: res = "[{status}]".format(status=self.status.n...

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29.833333

16.416667

def remove_outcome(self, outcome_id, force=False, destroy=True): """Overwrites the remove_outcome method of the State class. Prevents user from removing a outcome from the library state. For further documentation, look at the State class. :raises exceptions.NotImplementedError: in any ...

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45

24.5

def start_import(self, version_id=None): """ Starts importing this draft layerversion (cancelling any running import), even if the data object hasn’t changed from the previous version. :raises Conflict: if this version is already published. """ if not version_id: ...

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44.769231

23.692308

def get(msg_or_dict, key, default=_SENTINEL): """Retrieve a key's value from a protobuf Message or dictionary. Args: mdg_or_dict (Union[~google.protobuf.message.Message, Mapping]): the object. key (str): The key to retrieve from the object. default (Any): If the key is not p...

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40.755102

23.959184

def getLastPoses(self, unRenderPoseArrayCount, unGamePoseArrayCount): """Get the last set of poses returned by WaitGetPoses.""" fn = self.function_table.getLastPoses pRenderPoseArray = TrackedDevicePose_t() pGamePoseArray = TrackedDevicePose_t() result = fn(byref(pRenderPoseArra...

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55.125

22

def write_yum_repo(content, filename='ceph.repo'): """add yum repo file in /etc/yum.repos.d/""" repo_path = os.path.join('/etc/yum.repos.d', filename) if not isinstance(content, str): content = content.decode('utf-8') write_file(repo_path, content.encode('utf-8'))

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47.166667

7.166667

def param_projection(self, x_param, y_param, metric): """ Projects the grid search results onto 2 dimensions. The wrapped GridSearch object is assumed to be fit already. The display value is taken as the max over the non-displayed dimensions. Parameters ---------- ...

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36.2

26.866667

def _read_cwl_record(rec): """Read CWL records, handling multiple nesting and batching cases. """ keys = set([]) out = [] if isinstance(rec, dict): is_batched = all([isinstance(v, (list, tuple)) for v in rec.values()]) cur = [{} for _ in range(len(rec.values()[0]) if is_batched else ...

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34.037037

15.259259

def p_pipeline(p): '''pipeline : pipeline BAR newline_list pipeline | pipeline BAR_AND newline_list pipeline | command''' if len(p) == 2: p[0] = [p[1]] else: p[0] = p[1] p[0].append(ast.node(kind='pipe', pipe=p[2], pos=p.lexspan(2))) p[0].exten...

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32.7

19.1

def start(st_reg_number): """Checks the number valiaty for the Sergipe state""" divisor = 11 if len(st_reg_number) > 9: return False if len(st_reg_number) < 9: return False sum_total = 0 peso = 9 for i in range(len(st_reg_number)-1): sum_total = sum_total + int(st...

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22.333333

21.791667

def initialize_dictionaries(self, p_set): """ Initialize dictionaries with the textual inputs in the PredictorSet object p_set - PredictorSet object that has had data fed in """ success = False if not (hasattr(p_set, '_type')): error_message = "needs to be an ...

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def _set_standby(self, v, load=False): """ Setter method for standby, mapped from YANG variable /ssh_sa/ssh/server/standby (container) If this variable is read-only (config: false) in the source YANG file, then _set_standby is considered as a private method. Backends looking to populate this variabl...

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def load_scenario(self, scenario_name, **kwargs): """Load a scenario into the emulated object. Scenarios are specific states of an an object that can be customized with keyword parameters. Typical examples are: - data logger with full storage - device with low battery indi...

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def download_rec(session, rec_url, target_path): """Download and extract a recorded game.""" try: resp = session.get(session.auth.base_url + rec_url) except RequestException: raise VooblyError('failed to connect for download') try: downloaded = zipfile.ZipFile(io.BytesIO(resp.con...

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def itemsize(self): """ Individual item sizes """ return self._items[:self._count, 1] - self._items[:self._count, 0]

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def render_registration(self): ''' Render pinned points on video frame as red rectangle. ''' surface = self.get_surface() if self.canvas is None or self.df_canvas_corners.shape[0] == 0: return surface corners = self.df_canvas_corners.copy() corners['w...

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def update(self, points, pointvol=0., rstate=None, bootstrap=0, pool=None, kdtree=None, mc_integrate=False): """ Update the radii of our balls. Parameters ---------- points : `~numpy.ndarray` with shape (npoints, ndim) The set of points to bound. ...

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def es2et( es_fo, et_fo, ): """Convert ES to ET. Args: es_fo (file): File object for the ES file. et_fo (file): File object for the ET file. """ et_fo.write("# Mapping information for read tuples" + os.linesep) et_fo.write("#" + os.linesep) et_fo.write("# ...

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def get_asset_admin_session(self, proxy=None): """Gets an asset administration session for creating, updating and deleting assets. arg: proxy (osid.proxy.Proxy): a proxy return: (osid.repository.AssetAdminSession) - an ``AssetAdminSession`` raise: NullArgument - ``pr...

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def missing_whitespace_after_import_keyword(logical_line): r"""Multiple imports in form from x import (a, b, c) should have space between import statement and parenthesised name list. Okay: from foo import (bar, baz) E275: from foo import(bar, baz) E275: from importable.module import(bar, baz) ...

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def _dataframe_to_edge_list(df): """ Convert dataframe into list of edges, assuming that source and target ids are stored in _SRC_VID_COLUMN, and _DST_VID_COLUMN respectively. """ cols = df.columns if len(cols): assert _SRC_VID_COLUMN in cols, "Vertex DataFrame must contain column %s" % _SRC...

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def process_der(self, data, name): """ DER processing :param data: :param name: :return: """ from cryptography.x509.base import load_der_x509_certificate try: x509 = load_der_x509_certificate(data, self.get_backend()) self.num_der_c...

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async def handle_control_event(self, message): """Handle an event from the Channels layer. Channels layer callback, do not call directly. """ cmd = message[WorkerProtocol.COMMAND] logger.debug(__("Manager worker got channel command '{}'.", cmd)) # Prepare settings for u...

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def fstab(jail): ''' Display contents of a fstab(5) file defined in specified jail's configuration. If no file is defined, return False. CLI Example: .. code-block:: bash salt '*' jail.fstab <jail name> ''' ret = [] config = show_config(jail) if 'fstab' in config: ...

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def wait_for_keys(self, *keys, timeout=0): """Waits until one of the specified keys was pressed, and returns which key was pressed. :param keys: iterable of integers of pygame-keycodes, or simply multiple keys passed via multiple arguments :type keys: iterable :par...

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def spawn(cls, executable, args, path, env, spawnProcess=None): """ Run an executable with some arguments in the given working directory with the given environment variables. Returns a Deferred which fires with a two-tuple of (exit status, output list) if the process terminates ...

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def shiftx_image2d_flux(image2d_orig, xoffset): """Resample 2D image using a shift in the x direction (flux is preserved). Parameters ---------- image2d_orig : numpy array 2D image to be resampled. xoffset : float Offset to be applied. Returns ------- image2d_resampled ...

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def serialize_elements(document, elements, options=None): """Serialize list of elements into HTML string. :Args: - document (:class:`ooxml.doc.Document`): Document object - elements (list): List of elements - options (dict): Optional dictionary with :class:`Context` options :Returns: ...

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def _get_col_epsg(mapped_class, geom_attr): """Get the EPSG code associated with a geometry attribute. Arguments: geom_attr the key of the geometry property as defined in the SQLAlchemy mapper. If you use ``declarative_base`` this is the name of the geometry attribute as defined i...

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def doubleClick(x=None, y=None, interval=0.0, button='left', duration=0.0, tween=linear, pause=None, _pause=True): """Performs a double click. This is a wrapper function for click('left', x, y, 2, interval). The x and y parameters detail where the mouse event happens. If None, the current mouse positi...

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def DeserializeUnsigned(self, reader): """ Deserialize unsigned data only. Args: reader (neo.IO.BinaryReader): """ self.Version = reader.ReadUInt32() self.PrevHash = reader.ReadUInt256() self.MerkleRoot = reader.ReadUInt256() self.Timestamp = ...

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def run(self, writer, reader): """ Pager entry point. In interactive mode (terminal is a tty), run until ``process_keystroke()`` detects quit keystroke ('q'). In non-interactive mode, exit after displaying all unicode points. :param writer: callable writes to output st...

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def drain_D(self): """ Returns depth of drain pipe. :returns: Depth :return: float """ tank_A = 2 * self.channel_L * self.channel_W drain_D = (np.sqrt(8 * tank_A / (np.pi * self.drain_t) * np.sqrt( self.downstream_H * self.drain_K / (2 * u.standard_gravity))))....

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def _restore_auto_increment(self, table): """restore the auto increment value for the table to what it was previously""" query, seq_table, seq_column, seq_name = self._get_auto_increment_info(table) if query: queries = [query, "select nextval('{}')".format(seq_name)] retu...

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def spanstring2tokens(docgraph, span_string): """ Converts a span string (e.g. 'word_88..word_91') into a list of token IDs (e.g. ['word_88', 'word_89', 'word_90', 'word_91']. Token IDs that do not occur in the given document graph will be filtered out. Q: Why are some token IDs missing in a docume...

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def add_auth(self, req, **kwargs): """ Add AWS3 authentication to a request. :type req: :class`boto.connection.HTTPRequest` :param req: The HTTPRequest object. """ # This could be a retry. Make sure the previous # authorization header is removed first. i...

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def cli(env, volume_id, new_size, new_iops, new_tier): """Modify an existing file storage volume.""" file_manager = SoftLayer.FileStorageManager(env.client) if new_tier is not None: new_tier = float(new_tier) try: order = file_manager.order_modified_volume( volume_id, ...

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def _getSortKey(self, planet): """ Takes a planet and turns it into a key to be sorted by :param planet: :return: """ value = eval('planet.'+self._planetProperty) # TODO some sort of data validation, either before or using try except if self.unit is not None: ...

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def add_matplotlib_cmaps(fail_on_import_error=True): """Add all matplotlib colormaps.""" try: from matplotlib import cm as _cm from matplotlib.cbook import mplDeprecation except ImportError: if fail_on_import_error: raise # silently fail return for na...

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def parse_comment(comment): """ Parse a comment of the form # investigation_time=50.0, imt="PGA", ... and returns it as pairs of strings: >>> parse_comment('''path=('b1',), time=50.0, imt="PGA"''') [('path', ('b1',)), ('time', 50.0), ('imt', 'PGA')] """ names, vals = [], [] pieces =...

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def call_alert(*args, **kwargs): ''' Lamp alert Options: * **id**: Specifies a device ID. Can be a comma-separated values. All, if omitted. * **on**: Turns on or off an alert. Default is True. CLI Example: .. code-block:: bash salt '*' hue.alert salt '*' hue.alert id=1 ...

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def _generic_io_transform(node, name, cls): """Transform the given name, by adding the given *class* as a member of the node.""" io_module = astroid.MANAGER.ast_from_module_name("_io") attribute_object = io_module[cls] instance = attribute_object.instantiate_class() node.locals[name] = [instance]

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def groupby_size(columns, column_tys, grouping_columns, grouping_column_tys): """ Groups the given columns by the corresponding grouping column value, and aggregate by summing values. Args: columns (List<WeldObject>): List of columns as WeldObjects column_tys (List<str>): List of each c...

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def run(version, quiet, no_fetch, push, **kwargs): # pragma: no cover """ A nicer `git pull`. """ if version: if NO_DISTRIBUTE: print(colored('Please install \'git-up\' via pip in order to ' 'get version information.', 'yellow')) else: ...

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def once(self, event: str, *handlers: T.Callable) -> T.Callable: """Registers one or more handlers to a specified event, but removes them when the event is first triggered. This method may as well be used as a decorator for the handler.""" def _once_wrapper(*handlers: T.Callable) -> T.C...

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def formatException(self, record): """ Format and return the specified exception information as a string. :type record logging.LogRecord :rtype: dict """ if record.exc_info is None: return {} (exc_type, exc_message, trace) = record.exc_info r...

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def toolchain_spec_compile_entries( toolchain, spec, entries, process_name, overwrite_log=None): """ The standardized Toolchain Spec Entries compile function This function accepts a toolchain instance, the spec to be operated with and the entries provided for the process name. The standard ...

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def set_timeout(self, timeout): """ set the timeout limit. :Parameters: #. timeout (number): The maximum delay or time allowed to successfully set the lock. When timeout is exhausted before successfully setting the lock, the lock ends up not acquired. ...

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def finite_difference(self, *args, **kwargs): """ Calculates a numerical approximation of the Jacobian of the model using the sixth order central finite difference method. Accepts a `dx` keyword to tune the relative stepsize used. Makes 6*n_params calls to the model. :re...

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def get_locations(): """ Pull the accounts locations. """ arequest = requests.get(LOCATIONS_URL, headers=HEADERS) status_code = str(arequest.status_code) if status_code == '401': _LOGGER.error("Token expired.") return False return arequest....

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def get_json(request, token): """Return matching results as JSON""" result = [] searchtext = request.GET['q'] if len(searchtext) >= 3: pickled = _simple_autocomplete_queryset_cache.get(token, None) if pickled is not None: app_label, model_name, query = pickle.loads(pickled) ...

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def absent(name, protocol=None, service_address=None): ''' Ensure the LVS service is absent. name The name of the LVS service protocol The service protocol service_address The LVS service address ''' ret = {'name': name, 'changes': {}, 'result...

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def izscan(self, key, *, match=None, count=None): """Incrementally iterate sorted set items using async for. Usage example: >>> async for val, score in redis.izscan(key, match='something*'): ... print('Matched:', val, ':', score) """ return _ScanIter(lambda cur: se...

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def tally(self, chain): """Store the object's current value to a chain. :Parameters: chain : integer Chain index. """ value = self._getfunc() try: self._trace[chain][self._index[chain]] = value.copy() except AttributeError: sel...

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25.4

19.4

def _init_relationships(self, relationships_arg): """Return a set of relationships found in all subset GO Terms.""" if relationships_arg: relationships_all = self._get_all_relationships() if relationships_arg is True: return relationships_all else: ...

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44.666667

13

def parse_log(file_path): """ Parse a CISM output log and extract some information. Args: file_path: absolute path to the log file Return: A dictionary created by the elements object corresponding to the results of the bit for bit testing """ if not os.path.isfile(file_...

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38.116667

14.95

def disassociate(self, eip_or_aid): """Disassociates an EIP. If the EIP was allocated for a VPC instance, an AllocationId(aid) must be provided instead of a PublicIp. """ if "." in eip_or_aid: # If an IP is given (Classic) return "true" == self.call("Disassociat...

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59.166667

19.333333

def get_sequence_lengths(fastafilenames): """Returns dictionary of sequence lengths, keyed by organism. Biopython's SeqIO module is used to parse all sequences in the FASTA file corresponding to each organism, and the total base count in each is obtained. NOTE: ambiguity symbols are not discounted...

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37

19.428571

def open_resource(source): """ Opens a resource in binary reading mode. Wraps the resource with a context manager when it doesn't have one. :param source: a filepath or an URL. """ try: return open(source, mode='rb') except (IOError, OSError) as err: try: resourc...

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29.64

15.24

def invite(self, channel, nick): """ Invite someone to a channel. Required arguments: * channel - Channel to invite them to. * nick - Nick to invite. """ with self.lock: self.is_in_channel(channel) self.send('INVITE %s %s' % (nick, channel...

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32.1

14

def verify_user(self): """Verify if the changeset was made by a inexperienced mapper (anyone with less than 5 edits) or by a user that was blocked more than once. """ user_reasons = get_user_details(self.uid) [self.label_suspicious(reason) for reason in user_reasons]

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50.333333

15

def run_gendoc(source, dest, args): """Starts gendoc which reads source and creates rst files in dest with the given args. :param source: The python source directory for gendoc. Can be a relative path. :type source: str :param dest: The destination for the rst files. Can be a relative path. :type d...

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34.444444

19.277778

def flatten(struct): """Cleates a flat list of all items in structured output (dicts, lists, items) Examples: > _flatten({'a': foo, b: bar}) [foo, bar] > _flatten([foo, [bar, troll]]) [foo, bar, troll] > _flatten(foo) [foo] """ if struct is None: return [] flat = [] ...

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21.966667

18.466667

def stop(self): """Stop a task immediately. Raises: RuntimeError: If the task hasn't been started or has already been stopped. """ if self._status is TaskStatus.STOPPED: return if self._status is not TaskStatus.STARTED: raise ...

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29.352941

18.882353

def replace_parameters(context, nb, parameters): # Uma: This is a copy-paste from papermill papermill/execute.py:104 (execute_parameters). # Typically, papermill injects the injected-parameters cell *below* the parameters cell # but we want to *replace* the parameters cell, which is what this function does....

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44.938776

25.959184

def division_content(self, election_day, division, special=False): """ Return serialized content for a division page. """ from electionnight.models import PageType division_type = ContentType.objects.get_for_model(division) page_type = PageType.objects.get( m...

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36.892857

14.821429

def get_fragility_model_04(fmodel, fname): """ :param fmodel: a fragilityModel node :param fname: path of the fragility file :returns: an :class:`openquake.risklib.scientific.FragilityModel` instance """ logging.warning('Please upgrade %s to NRML 0.5', fname) node05 =...

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35.230769

14

def get_name(principal): ''' Gets the name from the specified principal. Args: principal (str): Find the Normalized name based on this. Can be a PySID object, a SID string, or a user name in any capitalization. .. note:: Searching based on the u...

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36.836364

23.127273

def build_wxsfile_file_section(root, files, NAME, VERSION, VENDOR, filename_set, id_set): """ Builds the Component sections of the wxs file with their included files. Files need to be specified in 8.3 format and in the long name format, long filenames will be converted automatically. Features are spec...

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41.340909

22.988636

def getAnalyses(self, **kwargs): """Returns a list of the latest root cause analysis results for a specified check. Optional Parameters: * limit -- Limits the number of returned results to the specified quantity. Type: Integer ...

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36.736842

20.701754

def make_multipart(self, content_disposition=None, content_type=None, content_location=None): """ Makes this request field into a multipart request field. This method overrides "Content-Disposition", "Content-Type" and "Content-Location" headers to the request par...

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39.636364

20.636364

def softmax_to_unary(sm, GT_PROB=1): """Deprecated, use `unary_from_softmax` instead.""" warning("pydensecrf.softmax_to_unary is deprecated, use unary_from_softmax instead.") scale = None if GT_PROB == 1 else GT_PROB return unary_from_softmax(sm, scale, clip=None)

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55.2

13.8

def calc_area_extent(self, key): """Calculate area extent for a dataset.""" # Calculate the area extent of the swath based on start line and column # information, total number of segments and channel resolution xyres = {500: 22272, 1000: 11136, 2000: 5568} chkres = xyres[key.reso...

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48.594595

20.054054

def comb_indices(n, k): """``n``-dimensional version of itertools.combinations. Args: a (np.ndarray): The array from which to get combinations. k (int): The desired length of the combinations. Returns: np.ndarray: Indices that give the ``k``-combinations of ``n`` elements. Exa...

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30.516129

18.774194

def convert_complex_output(out_in): """ Convert complex values in the output dictionary `out_in` to pairs of real and imaginary parts. """ out = {} for key, val in out_in.iteritems(): if val.data.dtype in complex_types: rval = copy(val) rval.data = val.data.real...

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24.190476

16.095238

def nac(x, depth, name=None, reuse=None): """NAC as in https://arxiv.org/abs/1808.00508.""" with tf.variable_scope(name, default_name="nac", values=[x], reuse=reuse): x_shape = shape_list(x) w = tf.get_variable("w", [x_shape[-1], depth]) m = tf.get_variable("m", [x_shape[-1], depth]) w = tf.tanh(w) ...

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46.7

9.8

def raise_os_error(_errno, path=None): """ Helper for raising the correct exception under Python 3 while still being able to raise the same common exception class in Python 2.7. """ msg = "%s: '%s'" % (strerror(_errno), path) if path else strerror(_errno) raise OSError(_errno, msg)

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37.5

18.75

def find_multiplex_by_name(self, multiplex_name: str) -> Multiplex: """ Find and return a multiplex in the influence graph with the given name. Raise an AttributeError if there is no multiplex in the graph with the given name. """ for multiplex in self.multiplexes: i...

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50.777778

18.888889

def abspath(rel): """ Take paths relative to the current file and convert them to absolute paths. Parameters ------------ rel : str Relative path, IE '../stuff' Returns ------------- abspath : str Absolute path, IE '/home/user/stuff' """ retu...

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21.6875

17.8125

def send_email_smtp(to, subject, html_content, config, files=None, data=None, images=None, dryrun=False, cc=None, bcc=None, mime_subtype='mixed'): """ Send an email with html content, eg: send_email_smtp( 'test@example.com', 'foo', '<b>Foo</b> bar',['/dev/null...

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32.966667

16.833333

def properties(obj): """ Returns a dictionary with one entry per attribute of the given object. The key being the attribute name and the value being the attribute value. Attributes starting in two underscores will be ignored. This function is an alternative to vars() which only returns instance vari...

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41.333333

26.833333

def main(args=sys.argv): """Parse the arguments, and pass the config object on to run.""" # Don't make changes to sys.argv args = list(args) # Remove arg[0] args.pop(0) # Pop off the options clear_opt = False if '-c' in args: args.remove('-c') clear_opt = True elif ...

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23.37037

19.962963

def _CreateSingleValueCondition(self, value, operator): """Creates a single-value condition with the provided value and operator.""" if isinstance(value, str) or isinstance(value, unicode): value = '"%s"' % value return '%s %s %s' % (self._field, operator, value)

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55.4

12.2