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def new_module(self): ''' Make a fresh module to run in. Returns: Module ''' self.reset_run_errors() if self._code is None: return None module_name = 'bk_script_' + make_id().replace('-', '') module = ModuleType(str(module_name)) # str ...
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def cf_dictionary_to_dict(dictionary): """ Converts a CFDictionary object into a python dictionary :param dictionary: The CFDictionary to convert :return: A python dict """ dict_length = CoreFoundation.CFDictionaryGetCount(dictionary) k...
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def get_tokens(max_value): """Defines tokens. Args: max_value: the maximum numeric range for the token. Returns: list of string tokens in vocabulary. """ vocab = [str(i) for i in range(max_value)] vocab = set(vocab) vocab.update(CodeOp.LITERALS) vocab.update(CodeOp.KEYWORDS) vocab |= set(""....
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def get_valid_kwargs(func, potential_kwargs): """ Return valid kwargs to function func """ kwargs = {} for name in get_kwarg_names(func): with suppress(KeyError): kwargs[name] = potential_kwargs[name] return kwargs
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def Reload(self): """Call `Reload` on every `EventAccumulator`.""" logger.info('Beginning EventMultiplexer.Reload()') self._reload_called = True # Build a list so we're safe even if the list of accumulators is modified # even while we're reloading. with self._accumulators_mutex: items = li...
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def extractFieldsFromResult(data): ''' Method that parses Infobel textual information to return a series of attributes. :return: a list of i3visio-like objects. ''' entities = [] # Defining the objects to extract fieldsRegExp = {} fieldsRegExp["i3visio.full...
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def getColorHSV(name): """Retrieve the hue, saturation, value triple of a color name. Returns: a triple (degree, percent, percent). If not found (-1, -1, -1) is returned. """ try: x = getColorInfoList()[getColorList().index(name.upper())] except: return (-1, -1, -1) ...
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def longitude(self, longitude): """Setter for longitude.""" if not (-180 <= longitude <= 180): raise ValueError('longitude was {}, but has to be in [-180, 180]' .format(longitude)) self._longitude = longitude
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def get_relationship_form_for_update(self, relationship_id=None): """Gets the relationship form for updating an existing relationship. A new relationship form should be requested for each update transaction. arg: relationship_id (osid.id.Id): the ``Id`` of the ``Rela...
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def check(codeString, filename, reporter=None): """ Check the Python source given by C{codeString} for flakes. @param codeString: The Python source to check. @type codeString: C{str} @param filename: The name of the file the source came from, used to report errors. @type filename: C{st...
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def search_terms(q): '''Takes a search string and parses it into a list of keywords and phrases.''' tokens = parse_search_terms(q) # iterate through all the tokens and make a list of token values # (which are the actual words and phrases) values = [] for t in tokens: # word/phrase ...
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def get_condition(self, service_id, version_number, name): """Gets a specified condition.""" content = self._fetch("/service/%s/version/%d/condition/%s" % (service_id, version_number, name)) return FastlyCondition(self, content)
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def t_escaped_LINE_FEED_CHAR(self, t): r'\x6E' # 'n' t.lexer.pop_state() t.value = unichr(0x000a) return t
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def board_fen(self, *, promoted: Optional[bool] = False) -> str: """ Gets the board FEN. """ builder = [] empty = 0 for square in SQUARES_180: piece = self.piece_at(square) if not piece: empty += 1 else: ...
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def unparse_qs(qs, sort=False, reverse=False): """Reverse conversion for parse_qs""" result = [] items = qs.items() if sort: items = sorted(items, key=lambda x: x[0], reverse=reverse) for keys, values in items: query_name = quote(keys) for value in values: result....
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def refresh_plugin(self): """Refresh tabwidget.""" nb = None if self.tabwidget.count(): client = self.tabwidget.currentWidget() nb = client.notebookwidget nb.setFocus() else: nb = None self.update_notebook_actions()
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def get_aggregate_check(self, check, age=None): """ Returns the list of aggregates for a given check """ data = {} if age: data['max_age'] = age result = self._request('GET', '/aggregates/{}'.format(check), data=json.dumps(data)...
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def setNreps(self, nreps): """Sets the number of reps before the raster plot resets""" for plot in self.responsePlots.values(): plot.setNreps(nreps)
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def mean_squared_logarithmic_error(pred:Tensor, targ:Tensor)->Rank0Tensor: "Mean squared logarithmic error between `pred` and `targ`." pred,targ = flatten_check(pred,targ) return F.mse_loss(torch.log(1 + pred), torch.log(1 + targ))
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def plot_diode_fold(dio_cross,bothfeeds=True,feedtype='l',min_samp=-500,max_samp=7000,legend=True,**kwargs): ''' Plots the calculated average power and time sampling of ON (red) and OFF (blue) for a noise diode measurement over the observation time series ''' #Get full stokes data of ND measurement ...
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def resolve(self, key): """ Resolves the requested key to an object instance, raising a KeyError if the key is missing """ registration = self._registrations.get(key) if registration is None: raise KeyError("Unknown key: '{0}'".format(key)) return registrati...
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def get_args(): """ Get and parse arguments. """ import argparse parser = argparse.ArgumentParser( description="Swift Navigation SBP Example.") parser.add_argument( "-s", "--serial-port", default=[DEFAULT_SERIAL_PORT], nargs=1, help="specify the se...
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def ignored_corner( intersection, tangent_s, tangent_t, edge_nodes1, edge_nodes2 ): """Check if an intersection is an "ignored" corner. .. note:: This is a helper used only by :func:`classify_intersection`. An "ignored" corner is one where the surfaces just "kiss" at the point of intersect...
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def kill(self, signal=None): """ Kill or send a signal to the container. Args: signal (str or int): The signal to send. Defaults to ``SIGKILL`` Raises: :py:class:`docker.errors.APIError` If the server returns an error. """ return...
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def admin_create_user(self, username, temporary_password='', attr_map=None, **kwargs): """ Create a user using admin super privileges. :param username: User Pool username :param temporary_password: The temporary password to give the user. Leave blank to make Cognito generate a te...
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def plot_irm(fignum, B, M, title): """ function to plot IRM backfield curves Parameters _________ fignum : matplotlib figure number B : list or array of field values M : list or array of magnetizations title : string title for plot """ rpars = {} Mnorm = [] backfield = 0...
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def compose(self, *args): """ Returns a function that is the composition of a list of functions, each consuming the return value of the function that follows. """ args = list(args) def composed(*ar, **kwargs): lastRet = self.obj(*ar, **kwargs) for...
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def classify_harmonic(self, partial_labels, use_CMN=True): '''Harmonic function method for semi-supervised classification, also known as the Gaussian Mean Fields algorithm. partial_labels: (n,) array of integer labels, -1 for unlabeled. use_CMN : when True, apply Class Mass Normalization From "Sem...
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def check_child_friendly(self, name): """ Check if a module is a container and so can have children """ name = name.split()[0] if name in self.container_modules: return root = os.path.dirname(os.path.realpath(__file__)) module_path = os.path.join(root,...
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def unassign_authorization_from_vault(self, authorization_id, vault_id): """Removes an ``Authorization`` from a ``Vault``. arg: authorization_id (osid.id.Id): the ``Id`` of the ``Authorization`` arg: vault_id (osid.id.Id): the ``Id`` of the ``Vault`` raise: NotFou...
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def setup(self, phase=None, quantity='', diffusive_conductance='', hydraulic_conductance='', pressure='', s_scheme='', **kwargs): r""" """ if phase: self.settings['phase'] = phase.name if quantity: self.settings['quantity'] = quantity if dif...
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def get_schema(frame, name, keys=None, con=None, dtype=None): """ Get the SQL db table schema for the given frame. Parameters ---------- frame : DataFrame name : string name of SQL table keys : string or sequence, default: None columns to use a primary key con: an open S...
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def getOption(self, name): """ Get the current value of the specified option. If the option does not exist, returns None. Args: name: Option name. Returns: Value of the option. Raises: InvalidArgumet: if the option name is not val...
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def loss(self, xs, ys): """Computes the loss of the network.""" return float( self.sess.run( self.cross_entropy, feed_dict={ self.x: xs, self.y_: ys }))
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def get(obj): """ Determines file format and picks suitable file types, extensions and MIME types Takes: obj (bytes) -> byte sequence (128 bytes are enough) Returns: (<class 'fleep.Info'>) -> Class instance """ if not isinstance(obj, bytes): raise TypeError("object typ...
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def drawBackground(self, painter, rect): """When an area of the window is exposed, we just copy out of the server-side, off-screen pixmap to that area. """ if not self.pixmap: return x1, y1, x2, y2 = rect.getCoords() width = x2 - x1 + 1 height = y2 - y...
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def _ppf(self, q, dist, cache): """Point percentile function.""" return -evaluation.evaluate_inverse(dist, 1-q, cache=cache)
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def HumanReadableStartType(self): """Return a human readable string describing the start type value. Returns: str: human readable description of the start type value. """ if isinstance(self.start_type, py2to3.STRING_TYPES): return self.start_type return human_readable_service_enums.SERV...
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def subdict_match(data, expr, delimiter=DEFAULT_TARGET_DELIM, regex_match=False, exact_match=False): ''' Check for a match in a dictionary using a delimiter character to denote levels of subdicts, and also allowing the delimiter charact...
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def pykeyword(operation='list', keywordtotest=None): """ Check if a keyword exists in the Python keyword dictionary. :type operation: string :param operation: Whether to list or check the keywords. Possible options are 'list' and 'in'. :type keywordtotest: string :param keywordtotest: The keyw...
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def append(self, png, **options): """Append one frame. :arg PNG png: Append a :class:`PNG` as a frame. :arg dict options: The options for :class:`FrameControl`. """ if not isinstance(png, PNG): raise TypeError("Expect an instance of `PNG` but got `{}`".format(png)) control = FrameControl(**options) ...
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def countByValueAndWindow(self, windowDuration, slideDuration, numPartitions=None): """ Return a new DStream in which each RDD contains the count of distinct elements in RDDs in a sliding window over this DStream. @param windowDuration: width of the window; must be a multiple of this DS...
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def convert_list_elements(self): """ A sequence of two or more items, which may or may not be ordered. The <list> element has an optional <label> element and optional <title> element, followed by one or more <list-item> elements. This is element is recursive as the <list-item> e...
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def _startDPDrag(self): """Callback for item menu.""" dp = self._dp_menu_on if dp and dp.archived: drag = QDrag(self) mimedata = QMimeData() mimedata.setUrls([QUrl.fromLocalFile(dp.fullpath)]) drag.setMimeData(mimedata) drag.exec_(Qt.Co...
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def cee_map_name(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") cee_map = ET.SubElement(config, "cee-map", xmlns="urn:brocade.com:mgmt:brocade-cee-map") name = ET.SubElement(cee_map, "name") name.text = kwargs.pop('name') callback = kwa...
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def propose_live(self): """Return a live point/axes to be used by other sampling methods.""" # Copy a random live point. i = self.rstate.randint(self.nlive) u = self.live_u[i, :] # Check for ellipsoid overlap. ell_idxs = self.mell.within(u) nidx = len(ell_idxs) ...
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def _ask_local_config(self): """ Ask some parameters about the local configuration """ options = {"backend": "local", "local-config": {}} # Concurrency while True: concurrency = self._ask_with_default( "Maximum concurrency (number of tasks running simultaneou...
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def ensure(): """ Makes sure the current working directory is a Git repository. """ LOGGER.debug('checking repository') if not os.path.exists('.git'): LOGGER.error('This command is meant to be ran in a Git repository.') sys.exit(-1) LOGGER.debug('r...
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def _expected_reads(run_info_file): """Parse the number of expected reads from the RunInfo.xml file. """ reads = [] if os.path.exists(run_info_file): tree = ElementTree() tree.parse(run_info_file) read_elem = tree.find("Run/Reads") reads = read_elem.findall("Read") re...
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def is_alpha_number(number): """Checks if the number is a valid vanity (alpha) number such as 800 MICROSOFT. A valid vanity number will start with at least 3 digits and will have three or more alpha characters. This does not do region-specific checks - to work out if this number is actually valid for a ...
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def haversine(point1, point2, unit='km'): """ Calculate the great-circle distance between two points on the Earth surface. :input: two 2-tuples, containing the latitude and longitude of each point in decimal degrees. Keyword arguments: unit -- a string containing the initials of a unit of measurem...
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def experiments_predictions_create(self, experiment_id, model_id, argument_defs, name, arguments=None, properties=None): """Create new model run for given experiment. Parameters ---------- experiment_id : string Unique experiment identifier model_id : string ...
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def create(cls, session, record, imported=False, auto_reply=False): """Create a conversation. Please note that conversation cannot be created with more than 100 threads, if attempted the API will respond with HTTP 412. Args: session (requests.sessions.Session): Authenticate...
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def p_route(self, p): """route : ROUTE route_name route_version route_io route_deprecation NL \ INDENT docsection attrssection DEDENT | ROUTE route_name route_version route_io route_deprecation NL""" p[0] = AstRouteDef(self.path, p.lineno(1), p.lexpos(1), p[2], p...
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def free(self): """Remove the lock on the connection if the connection is not active :raises: ConnectionBusyError """ LOGGER.debug('Connection %s freeing', self.id) if self.handle.isexecuting(): raise ConnectionBusyError(self) with self._lock: se...
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def saltpath(): ''' Return the path of the salt module ''' # Provides: # saltpath salt_path = os.path.abspath(os.path.join(__file__, os.path.pardir)) return {'saltpath': os.path.dirname(salt_path)}
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def can_download(self, dist, force=False): """ Can download if location/file does not exist or if force=True :param dist: :param force: :return: True/False """ return not os.path.exists(os.path.join(self.output, dist['basename'])) or force
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def trimRight(self, amount): """ Trim this fastqSequence in-place by removing <amount> nucleotides from the 3' end (right end). :param amount: the number of nucleotides to trim from the right-side of this sequence. """ if amount == 0: return self.sequenceDat...
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def update_line(s, bold=False, underline=False, blinking=False, color=None, bgcolor=None): """ Overwrites the output of the current line and prints s on the same line without a new line. """ s = get_line(s, bold=bold, underline=underline, blinking=blinking, color=color, bgcolor=bgc...
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def _http_error_handler(http_error): ''' Simple error handler for azure.''' message = str(http_error) if http_error.respbody is not None: message += '\n' + http_error.respbody.decode('utf-8-sig') raise AzureHttpError(message, http_error.status)
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def _proxy(self): """ Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: ModelBuildContext for this ModelBuildInstance :rtype: twilio.rest.autopilot.v1.assistant.model_bu...
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def readOne(stream, validate=False, transform=True, ignoreUnreadable=False, allowQP=False): """ Return the first component from stream. """ return next(readComponents(stream, validate, transform, ignoreUnreadable, allowQP))
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def dt2ts(dt, drop_micro=False): ''' convert datetime objects to timestamp seconds (float) ''' is_true(HAS_DATEUTIL, "`pip install python_dateutil` required") if is_empty(dt, except_=False): ts = None elif isinstance(dt, (int, long, float)): # its a ts already ts = float(dt) elif is...
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def sort(records: Sequence[Record]) -> List[Record]: "Sort records into a canonical order, suitable for comparison." return sorted(records, key=_record_key)
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def get_dev_at_mountpoint(mntpoint): """ Retrieves the device mounted at mntpoint, or raises MountError if none. """ results = util.subp(['findmnt', '-o', 'SOURCE', mntpoint]) if results.return_code != 0: raise MountError('No device mounted at %s' % mntpoint) ...
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def true_num_genes(model, custom_spont_id=None): """Return the number of genes in a model ignoring spontaneously labeled genes. Args: model (Model): custom_spont_id (str): Optional custom spontaneous ID if it does not match the regular expression ``[Ss](_|)0001`` Returns: int: Numb...
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def get_lat_long(self, callsign, timestamp=timestamp_now): """ Returns Latitude and Longitude for a callsign Args: callsign (str): Amateur Radio callsign timestamp (datetime, optional): datetime in UTC (tzinfo=pytz.UTC) Returns: dict: Containing Latitude and...
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def finalize(self): """ Finalize the visualization to create an "origin grid" feel instead of the default matplotlib feel. Set the title, remove spines, and label the grid with components. This function also adds a legend from the sizes if required. """ # Set the ...
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def continuous_decode_on_train_data(self): """Decode from dataset on new checkpoint.""" for _ in next_checkpoint(self._hparams.model_dir, self._decode_hparams.decode_timeout_mins): self.decode(dataset_split=tf.estimator.ModeKeys.TRAIN)
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def _build_units(indep_units, dep_units, op): """Build unit math operations.""" if (not dep_units) and (not indep_units): return "" if dep_units and (not indep_units): return dep_units if (not dep_units) and indep_units: return ( remove_extra_delims("1{0}({1})".format...
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def safe_index(cls, unique_id): """ Return a valid elastic index generated from unique_id """ index = unique_id if unique_id: index = unique_id.replace("/", "_").lower() return index
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def end_of_history(event): """ Move to the end of the input history, i.e., the line currently being entered. """ event.current_buffer.history_forward(count=10**100) buff = event.current_buffer buff.go_to_history(len(buff._working_lines) - 1)
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def show(fig=None, path='_map.html', **kwargs): """ Convert a Matplotlib Figure to a Leaflet map. Open in a browser Parameters ---------- fig : figure, default gcf() Figure used to convert to map path : string, default '_map.html' Filename where output html will be saved Se...
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def get_next_grade(self): """Gets the next ``Grade`` in this list. return: (osid.grading.Grade) - the next ``Grade`` in this list. The ``has_next()`` method should be used to test that a next ``Grade`` is available before calling this method. raise: IllegalState...
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def stdio_mgr(in_str=""): r"""Subsitute temporary text buffers for `stdio` in a managed context. Context manager. Substitutes empty :cls:`~io.StringIO`\ s for :cls:`sys.stdout` and :cls:`sys.stderr`, and a :cls:`TeeStdin` for :cls:`sys.stdin` within the managed context. Upon exiting the conte...
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def set_session_info(self, info): ''' :type info: :class:`~kitty.data.data_manager.SessionInfo` :param info: info to set ''' if not self.info: self.info = SessionInfo() info_d = self.info.as_dict() ks = [] vs = [] for k,...
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def package_installed(self, package, shutit_pexpect_child=None, note=None, loglevel=logging.DEBUG): """Returns True if we can be sure the package is installed. @param package: Package as a string, eg 'wget'. @param shut...
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def executeOnController(self, clusterId, script, lang): """ Parameters: - clusterId - script - lang """ self.send_executeOnController(clusterId, script, lang) return self.recv_executeOnController()
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def mapped_read_count(self, force=False): """ Counts total reads in a BAM file. If a file self.bam + '.scale' exists, then just read the first line of that file that doesn't start with a "#". If such a file doesn't exist, then it will be created with the number of reads as the ...
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def _ast_to_code(self, node, **kwargs): """Convert an abstract syntax tree to python source code.""" if isinstance(node, OptreeNode): return self._ast_optree_node_to_code(node, **kwargs) elif isinstance(node, Identifier): return self._ast_identifier_to_code(node, **kwargs) elif isinstance(no...
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def setup(): """ Returns the attributes of this family if using in a probabilistic model Notes ---------- - scale notes whether family has a variance parameter (sigma) - shape notes whether family has a tail thickness parameter (nu) - skewness notes whether family has a ...
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def user_timeline(self, delegate, user=None, params={}, extra_args=None): """Get the most recent updates for a user. If no user is specified, the statuses for the authenticating user are returned. See search for example of how results are returned.""" if user: param...
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def trigger(self, events, *args, **kwargs): """ Fires the given *events* (string or list of strings). All callbacks associated with these *events* will be called and if their respective objects have a *times* value set it will be used to determine when to remove the associated c...
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def _gen_csv_data(self, f, dialect): """ Yields (column data, row number) tuples from the given csv file handler, using the given Dialect named tuple instance. Depends on self.ipa_col being correctly set. Helper for the gen_ipa_data method. """ reader = self._get_csv_reader(f, dialect) for line in rea...
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def infer_x(self, y, sigma=None, k=None, **kwargs): """Infer probable x from input y @param y the desired output for infered x. @param k how many neighbors to consider for the average this value override the class provided one on a per method call basis. ...
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def get_service_state(self, service_id: str) -> str: """Get the state of the service. Only the manager nodes can retrieve service state Args: service_id (str): Service id Returns: str, state of the service """ # Get service service = se...
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def remove_pool_snapshot(service, pool_name, snapshot_name): """ Remove a snapshot from a RADOS pool in ceph. :param service: six.string_types. The Ceph user name to run the command under :param pool_name: six.string_types :param snapshot_name: six.string_types :return: None. Can raise CalledPr...
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def _data(self): """A deep copy NDArray of the data array associated with the BaseSparseNDArray. This function blocks. Do not use it in performance critical code. """ self.wait_to_read() hdl = NDArrayHandle() check_call(_LIB.MXNDArrayGetDataNDArray(self.handle, ctypes.by...
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def easy_train_and_evaluate(hyper_params, Model=None, create_loss=None, training_data=None, validation_data=None, inline_plotting=False, session_config=None, log_suffix=None, continue_training=False, continue_with_specific_checkpointpa...
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def gg_ipython(plot, data, width=IPYTHON_IMAGE_SIZE, height=None, *args, **kwargs): """Render pygg in an IPython notebook Allows one to say things like: import pygg p = pygg.ggplot('diamonds', pygg.aes(x='carat', y='price', color='clarity')) p += pygg.geom_point(alpha=0.5, size = 2)...
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def verify_raw_data(raw_data, pubkey_hex, sigb64): """ Verify the signature over a string, given the public key and base64-encode signature. Return True on success. Return False on error. """ if not isinstance(raw_data, (str, unicode)): raise ValueError("data is not a string") r...
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def __on_message(self, client, userdata, msg): # pylint: disable=W0613 """ A message has been received from a server :param client: Client that received the message :param userdata: User data (unused) :param msg: A MQTTMessage bean """ # Notify the caller...
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def create(server_context, domain_definition, container_path=None): # type: (ServerContext, dict, str) -> Domain """ Create a domain :param server_context: A LabKey server context. See utils.create_server_context. :param domain_definition: A domain definition. :param container_path: labkey conta...
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def set_motion_detect(self, enable): """Set motion detection.""" if enable: return api.request_motion_detection_enable(self.sync.blink, self.network_id, self.camera_id) retur...
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def softplus_inverse(x, name=None): """Computes the inverse softplus, i.e., x = softplus_inverse(softplus(x)). Mathematically this op is equivalent to: ```none softplus_inverse = log(exp(x) - 1.) ``` Args: x: `Tensor`. Non-negative (not enforced), floating-point. name: A name for the operation (o...
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def file_matches_regexps(filename, patterns): """Does this filename match any of the regular expressions?""" return any(re.match(pat, filename) for pat in patterns)
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def email(self, client_id, email, send='link', auth_params=None): """Start flow sending an email. Given the user email address, it will send an email with: - A link (default, send:"link"). You can then authenticate with this user opening the link and he will be automatically logg...
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def encode_utf8(s, f): """UTF-8 encodes string `s` to file-like object `f` according to the MQTT Version 3.1.1 specification in section 1.5.3. The maximum length for the encoded string is 2**16-1 (65535) bytes. An assertion error will result if the encoded string is longer. Parameters --------...
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def match(self, methods, request_method): """Check for a method match. :param methods: A method or tuple of methods to match against. :param request_method: The method to check for a match. :returns: An empty :class:`dict` in the case of a match, or ``None`` if there is no m...
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def build_lst(a, b): """ function to be folded over a list (with initial value `None`) produces one of: 1. `None` 2. A single value 3. A list of all values """ if type(a) is list: return a + [b] elif a: return [a, b] else: return b
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