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def fit(self, **kwargs): """Call the fit method of the primitive. The given keyword arguments will be passed directly to the `fit` method of the primitive instance specified in the JSON annotation. If any of the arguments expected by the produce method had been given during the...
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def evalMetricFromSamples(self, q_samples, grad_samples=None, method=None): '''Evaluates the horsetail matching metric from given samples of the quantity of interest and gradient instead of evaluating them at a design. :param np.ndarray q_samples: samples of the quantity of interest, ...
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def get_data(self) -> bytes: """Return a compressed datablob representing this object. To restore the object, use :func:`fints.client.NeedRetryResponse.from_data`. """ data = { "_class_name": self.__class__.__name__, "version": 1, "segments_bi...
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def paintEvent(self, event): """Override Qt method. Paint breakpoints icons. """ super(DebuggerPanel, self).paintEvent(event) painter = QPainter(self) painter.fillRect(event.rect(), self.editor.sideareas_color) for top, line_number, block in self.editor.visible_...
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def new_board(self, name): """Make a board for a character name, and switch to it.""" char = self.engine.character[name] board = Board(character=char) self.mainscreen.boards[name] = board self.character = char
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def _insert_data(self, name, value, timestamp, interval, config, **kwargs): '''Helper to insert data into sql.''' conn = self._client.connect() if not self._update_data(name, value, timestamp, interval, config, conn): try: kwargs = { 'name' : name, 'interval' : in...
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def uriref_startswith_iriref(v1: URIRef, v2: Union[str, ShExJ.IRIREF]) -> bool: """ Determine whether a :py:class:`rdflib.URIRef` value starts with the text of a :py:class:`ShExJ.IRIREF` value """ return str(v1).startswith(str(v2))
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def gradients(ys, xs, grad_ys=None): """Compute gradients in dtf. Args: ys: a list of Tensors xs: a list of Tensors grad_ys: an optional list of Tensors Returns: grad_xs: a list of Tensors """ graph = ys[0].graph if not grad_ys: grad_ys = [Constant(y.mesh, 1.0, y.shape, y.dtype).output...
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def to_json(self, variables=None): """Render the blueprint and return the template in json form. Args: variables (dict): Optional dictionary providing/overriding variable values. Returns: str: the rendered CFN JSON template """ variables...
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def check_perms(perms, user, slug, raise_exception=False): """a helper user to check if a user has the permissions for a given slug""" if isinstance(perms, string_types): perms = {perms} else: perms = set(perms) allowed_users = ACLRule.get_users_for(perms, slug) if allowed_user...
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def getFeedContent(self, feed, excludeRead=False, continuation=None, loadLimit=20, since=None, until=None): """ Return items for a particular feed """ return self._getFeedContent(feed.fetchUrl, excludeRead, continuation, loadLimit, since, until)
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def archive_all_alerts(self): """Archive all Alerts """ js = json.dumps({'cmd': 'archive-all-alarms'}) params = urllib.urlencode({'json': js}) answer = self._read(self.api_url + 'cmd/evtmgr', params)
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def route(self, dst=None, verbose=conf.verb): """Returns the IPv4 routes to a host. parameters: - dst: the IPv4 of the destination host returns: (iface, output_ip, gateway_ip) - iface: the interface used to connect to the host - output_ip: the outgoing IP that will be...
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def item(*args, **kwargs): ''' Return one or more grains CLI Example: .. code-block:: bash salt '*' grains.item os salt '*' grains.item os osrelease oscodename Sanitized CLI Example: .. code-block:: bash salt '*' grains.item host sanitize=True ''' ret = {} ...
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def get_figure( self, emin=None, emax=None, width=800, height=400, margin_left=100, margin_bottom=60, margin_top=30, margin_right=0, colorbar_size=0.4, xaxis_label=None, yaxis_label=None, xaxis_nticks=None, yaxis_nticks=None, xtick_angl...
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def hosting_history(self, query, **kwargs): """Returns the hosting history from the given domain name""" return self._results('hosting-history', '/v1/{0}/hosting-history'.format(query), cls=GroupedIterable, **kwargs)
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def parse_from_dict(json_dict): """ Given a Unified Uploader message, parse the contents and return a MarketOrderList. :param dict json_dict: A Unified Uploader message as a JSON dict. :rtype: MarketOrderList :returns: An instance of MarketOrderList, containing the orders within. ""...
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def _bsd_stp(br, state, iface): ''' Internal, sets STP state. On BSD-like, it is required to specify the STP physical interface ''' kernel = __grains__['kernel'] if kernel == 'NetBSD': cmd = _tool_path('brconfig') else: cmd = _tool_path('ifconfig') if not br or not iface...
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def modification_time(self): """dfdatetime.DateTimeValues: modification time or None if not available.""" if self._zip_info is None: return None time_elements = getattr(self._zip_info, 'date_time', None) return dfdatetime_time_elements.TimeElements(time_elements)
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def read(tex): """Read and parse all LaTeX source :param Union[str,iterable] tex: LaTeX source :return TexEnv: the global environment """ if isinstance(tex, str): tex = tex else: tex = ''.join(itertools.chain(*tex)) buf, children = Buffer(tokenize(tex)), [] while buf.has...
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def get(cls, func_hint): """Return a registered hash function matching the given hint. The hint may be a `Func` member, a function name (with hyphens or underscores), or its code. A `Func` member is returned for standard multihash functions and an integer code for application-specific ...
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def fetch_image(self,rtsp_server_uri = _source,timeout_secs = 15): """ Fetch a single frame using FFMPEG. Convert to PIL Image. Slow. """ self._check_ffmpeg() cmd = "ffmpeg -rtsp_transport tcp -i {} -loglevel quiet -frames 1 -f image2pipe -".format(rtsp_server_uri) #stdout = _s...
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def _copy_unidimensional_measurement( self, phase, name, measurement, mfg_event): """Copy uni-dimensional measurements to the MfgEvent.""" mfg_measurement = mfg_event.measurement.add() # Copy basic measurement fields. mfg_measurement.name = name if measurement.docstring: mfg_measurement...
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def chunks(self): """ Returns an iterator over all the chunks in the heap. """ raise NotImplementedError("%s not implemented for %s" % (self.chunks.__func__.__name__, self.__class__.__name__))
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def differentiator(self, A): """Differentiate a set of Chebyshev polynomial expansion coefficients Originally from http://www.scientificpython.net/pyblog/chebyshev-differentiation + (lots of) bug fixing + pythonisation """ m = len(A) SA = (A.T* 2*np.a...
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def create_context_menu(self, event, shape): ''' Parameters ---------- event : gtk.gdk.Event GTK mouse click event. shape : str Electrode shape identifier (e.g., `"electrode028"`). Returns ------- gtk.Menu Context menu....
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def collision_send(self, src, id, action, threat_level, time_to_minimum_delta, altitude_minimum_delta, horizontal_minimum_delta, force_mavlink1=False): ''' Information about a potential collision src : Collision data source (uint8_t) ...
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def type_inherits_of_type(inheriting_type, base_type): """Checks whether inheriting_type inherits from base_type :param str inheriting_type: :param str base_type: :return: True is base_type is base of inheriting_type """ assert isinstance(inheriting_type, type) or isclass(inheriting_type) a...
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def read_kw_file(): """ Read content of the file containing keyword informations in JSON. File is packed using BZIP. Returns: list: List of dictionaries containing keywords. """ self_path = os.path.dirname(__file__) kw_list_path = join(self_path, "../templates/keyword_list.json.bz2"...
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def _find_frame_imports(name, frame): """ Detect imports in the frame, with the required *name*. Such imports can be considered assignments. Returns True if an import for the given name was found. """ imports = frame.nodes_of_class((astroid.Import, astroid.ImportFrom)) for import_node in imp...
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def set_backbuffer(self, preferred_backbuffer_size, flags=0): """Create the backbuffer for the game.""" if not (isinstance(preferred_backbuffer_size, Vector2)): raise ValueError("preferred_backbuffer_size must be of type Vector2") self.__backbuffer = pygame.display.set_mode(preferre...
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def find_all(self, seq): ''' Generator expression. Yields tuples of `(begin, length, value)`, where: - `begin` is an integer identifying the character index where the match begins (0-based) - `length` is an integer indicating the length of the match (1 or mo...
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def update(self): """Gets the latest version of your metadata from the infrastructure and updates your local copy Returns `True` if successful, `False` otherwise - OR - Raises [IOTException](./Exceptions.m.html#IoticAgent.IOT.Exceptions.IOTException) containing the error if the infrast...
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def formfield(self, **kwargs): """ Returns a :class:`PlaceholderFormField` instance for this database Field. """ defaults = { 'label': capfirst(self.verbose_name), 'help_text': self.help_text, 'required': not self.blank, } defaults.upda...
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def _decode(self, data, algorithm, key=None): '''Decode data with specific algorithm''' if algorithm['type'] == 'hmac': verify_signature = data[-algorithm['hash_size']:] data = data[:-algorithm['hash_size']] signature = self._hmac_generate(data, algorithm, key) ...
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def load(self, filename=None): """Method was overriden to set spectrum.filename as well""" DataFile.load(self, filename) self.spectrum.filename = filename
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def getpcmd(pid): """ Returns command of process. :param pid: """ if os.name == "nt": # Use wmic command instead of ps on Windows. cmd = 'wmic path win32_process where ProcessID=%s get Commandline 2> nul' % (pid, ) with os.popen(cmd, 'r') as p: lines = [line for ...
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def extend_path(path, name): """Extend a package's path. Intended use is to place the following code in a package's __init__.py: from pkgutil import extend_path __path__ = extend_path(__path__, __name__) This will add to the package's __path__ all subdirectories of directories on 'con...
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def write(self, inputdata): """Write to a port on dummy_serial. Args: inputdata (string/bytes): data for sending to the port on dummy_serial. Will affect the response for subsequent read operations. Note that for Python2, the inputdata should be a **string**. For Pytho...
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def _hook_write_mem(self, uc, access, address, size, value, data): """ Captures memory written by Unicorn """ self._mem_delta[address] = (value, size) return True
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def add_seqs_to_alignment(seqs_fp, aln_fp, moltype=DNA, params=None, accurate=False): """Returns an Alignment object from seqs and existing Alignment. The "--seed" option can be used for adding unaligned sequences into a highly reliable alignment (seed) consisting of a small numbe...
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def _add_variant_gene_relationship(self, patient_var_map, gene_coordinate_map): """ Right now it is unclear the best approach on how to connect variants to genes. In most cases has_affected_locus/GENO:0000418 is accurate; however, there are cases where a variant is in the intron ...
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def try_read_file(s): """ If `s` is a file name, read the file and return it's content. Otherwise, return the original string. Returns None if the file was opened, but errored during reading. """ try: with open(s, 'r') as f: data = f.read() except FileNotFoundError: ...
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def publish(self, service, routing_id, method, args=None, kwargs=None, broadcast=False, udp=False): '''Send a 1-way message :param service: the service name (the routing top level) :type service: anything hash-able :param int routing_id: the id used for routing w...
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def abstract_equality_comparison(self, other): ''' returns the result of JS == compare. result is PyJs type: bool''' tx, ty = self.TYPE, other.TYPE if tx == ty: if tx == 'Undefined' or tx == 'Null': return true if tx == 'Number' or tx == 'String...
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def get_json_val(source, path, *, ignore_bad_path=False): """Get the nested value identified by the json path, rooted at source.""" try: return JP.find(source, path) except JP.JSONPathError as ex: if ignore_bad_path: return None else: raise
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def play_next(self, stream_url=None, offset=0, opaque_token=None): """Replace all streams in the queue but does not impact the currently playing stream.""" directive = self._play_directive('REPLACE_ENQUEUED') directive['audioItem'] = self._audio_item(stream_url=stream_url, offset=offset, opaque...
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def _remove_unexpected_query_parameters(schema, req): """Remove unexpected properties from the req.GET.""" additional_properties = schema.get('addtionalProperties', True) if additional_properties: pattern_regexes = [] patterns = schema.get('patternProperties', None) if patterns: ...
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def get_cert_and_update_domain( zappa_instance, lambda_name, api_stage, domain=None, manual=False, ): """ Main cert installe...
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def setspan(self, *args): """Sets the span of the span element anew, erases all data inside. Arguments: *args: Instances of :class:`Word`, :class:`Morpheme` or :class:`Phoneme` """ self.data = [] for child in args: self.append(child)
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def recheck_limits(self): """ Re-check that the cached limits are the current limits. """ limit_data = self.control_daemon.get_limits() try: # Get the new checksum and list of limits new_sum, new_limits = limit_data.get_limits(self.limit_sum) ...
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def generate_unicode_table(): """Generate the Unicode table for the given Python version.""" uver = get_unicodedata() fail = False path = os.path.join(os.path.dirname(__file__), 'tools') fp, pathname, desc = imp.find_module('unipropgen', [path]) try: unipropgen = imp.load_module('unipro...
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def compile(self, model): """Compile this file into a SensorGraph. You must have preivously called parse_file to parse a sensor graph file into statements that are then executed by this command to build a sensor graph. The results are stored in self.sensor_graph and can be ...
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def _K_compute_eq(self): """Compute covariance for latent covariance.""" t_eq = self._t[self._index==0] if self._t2 is None: if t_eq.size==0: self._K_eq = np.zeros((0, 0)) return self._dist2 = np.square(t_eq[:, None] - t_eq[None, :]) ...
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def initialize( self ): """ Begins to load the item data for each tree level. :return <bool> | success """ if ( self._initialized ): return True self._initialized = True # load the item's children model = self.mod...
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def push(self, buf): """ Push a buffer into the source. """ self._src.emit('push-buffer', Gst.Buffer.new_wrapped(buf))
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def _fft(x, s_freq, detrend='linear', taper=None, output='spectraldensity', sides='one', scaling='power', halfbandwidth=4, NW=None, n_fft=None): """ Core function taking care of computing the power spectrum / power spectral density or the complex representation. Parameters ---------- x...
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def get_inner_data(dictionary): """Gets 2nd-level data into 1st-level dictionary :param dictionary: dict :return: with 2nd-level data """ out = {} for key in dictionary.keys(): inner_keys = dictionary[key].keys() for inner_key in inner_keys: new_key = key + " " + i...
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def _iter_decode_generator(input, decoder): """Return a generator that first yields the :obj:`Encoding`, then yields output chukns as Unicode strings. """ decode = decoder.decode input = iter(input) for chunck in input: output = decode(chunck) if output: assert decod...
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def get_SAM(self,min_intron_size=68): """Get a SAM object representation of the alignment. :returns: SAM representation :rtype: SAM """ from seqtools.format.sam import SAM #ar is target then query qname = self.alignment_ranges[0][1].chr flag = 0 if self.strand == '-': flag = 16 ...
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def max_sliding_window(nums, k): """ :type nums: List[int] :type k: int :rtype: List[int] """ if not nums: return nums queue = collections.deque() res = [] for num in nums: if len(queue) < k: queue.append(num) else: res.append(max(queue...
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def get_highest_build_tool(sdk_version=None): """ Gets the highest build tool version based on major version sdk version. :param sdk_version(int) - sdk version to be used as the marjor build tool version context. Returns: A string containg the build tool version (default is 23.0.2 if none is found) """ ...
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def make_hookitem_hookingmodule(hooking_module, condition='contains', negate=False, preserve_case=False): """ Create a node for HookItem/HookingModule :return: A IndicatorItem represented as an Element node """ document = 'HookItem' search = 'HookItem/HookingModule' content_type = 'stri...
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def copy_files_to_folder(files, target_folder, overwrite=True): """Copy a list of files to a new target folder. Returns: A list of fullpath of the new files. """ if not files: return [] for f in files: target = os.path.join(target_folder, os.path.split(f)[-1]) if t...
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def close(self): """Close the channel to the queue.""" self.cancel() self.backend.close() self._closed = True
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def standarize( trainingset ): """ Morph the input signal to a mean of 0 and scale the signal strength by dividing with the standard deviation (rather that forcing a [0, 1] range) """ def encoder( dataset ): for instance in dataset: if np.any(stds == 0): non...
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def hex(self, value, text=None, back=None, style=None, rgb_mode=False): """ A chained method that sets the fore color to an hex value. Arguments: value : Hex value to convert. text : Text to style if not building up color codes. back : Back ...
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def _parse_date_string(date_str): """ Get a datetime.date object from a string date representation. The FCS standard includes an optional keyword parameter $DATE in which the acquistion date is stored. In FCS 2.0, the date is saved as 'dd-mmm-yy', whereas in FCS 3.0 and 3.1 the ...
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def add_service(self, service_name): """ Add the given service to the manifest. """ if service_name not in self.manifest['services']: self.manifest['services'].append(service_name)
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def setfields(self, *fldNames): """Define the name and order of the fields to access with the read() and write() methods. Args:: fldNames variable length argument specifying one or more vdata field names Returns:: None C library equiv...
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def varmax(self, data: ['SASdata', str] = None, bound: str = None, by: [str, list] = None, causal: str = None, cointeg: str = None, condfore: str = None, garch: str = None, id: [str, list] = None, ini...
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def ipv4_is_defined(address): """ The function for checking if an IPv4 address is defined (does not need to be resolved). Args: address (:obj:`str`): An IPv4 address. Returns: namedtuple: :is_defined (bool): True if given address is defined, otherwise False ...
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def get_all_boundary_algorithms(): """Gets all the possible boundary algorithms in MSAF. Returns ------- algo_ids : list List of all the IDs of boundary algorithms (strings). """ algo_ids = [] for name in msaf.algorithms.__all__: module = eval(msaf.algorithms.__name__ + "." ...
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def get_mysql_core(connection_args, *, cursor_factory=None, edit_connection=None): """Creates a simple MySQL core. Requires the pymysql library.""" import pymysql def opener(): """Opens a single connection with the scope-captured connection string.""" cn = pymysql.connect(**connection_args) if cursor...
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def GetKeyByPath(self, key_path): """Retrieves the key for a specific path. Args: key_path (str): Windows Registry key path. Returns: WinRegistryKey: Windows Registry key or None if not available. """ key_path_upper = key_path.upper() if key_path_upper.startswith(self._key_path_pre...
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def signMsg(self, msg: Dict, identifier: Identifier=None, otherIdentifier: Identifier=None): """ Creates signature for message using specified signer :param msg: message to sign :param identifier: signer identifier :param otherIden...
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def cache_instrument_models(self): """ Queries Smoothie for the model and ID strings of attached pipettes, and saves them so they can be reported without querying Smoothie again (as this could interrupt a command if done during a run or other movement). Shape of return dict shou...
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def change_vlan_id(self, vlan_id): """ Change a VLAN id :param str vlan_id: new vlan """ first, _ = self.nicid.split('.') self.update(nicid='{}.{}'.format(first, str(vlan_id)))
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def range_per_level(start, stop): """ Given an interval `start:stop`, make an iterator that returns for each level the first and last bin overlapping the interval, starting with the smallest bins. Zero-length intervals are binned according to the one-position interval following it. Algorit...
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def refresh_permissions(permissions): """Refresh permission: Remove deprecated permissions, Add generated permissions.""" available_permissions = [x.codename for x in Permission.objects.filter( codename__startswith=ACL_CODE_PREFIX)] ...
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def set_cookie(self, key, value, **kargs): """ Add a new cookie with various options. If the cookie value is not a string, a secure cookie is created. Possible options are: expires, path, comment, domain, max_age, secure, version, httponly See http://de....
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def find_root(filename, target='bids'): """Find base directory (root) for a filename. Parameters ---------- filename : instance of Path search the root for this file target: str 'bids' (the directory containing 'participants.tsv'), 'subject' (the directory starting with 'sub...
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def send_error(self, msgid, error): """Send an error.""" msg = dumps([3, msgid, error]) self.send(msg)
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def _rm_redundant_points(self, geometry, geo_type): """ Remove redundant coordinate pairs from geometry geometry: array of coordinates or nested-array of coordinates geo_type: GeoJSON type attribute for provided geometry, used to determine structure of provid...
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def send_image(self, number, path, caption=None): """ Send image message :param str number: phone number with cc (country code) :param str path: image file path """ return self._send_media_path(number, path, RequestUploadIqProtocolEntity.MEDIA_TYPE_IMAGE, caption)
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def find_by_campaign(campaign_id, _connection=None, page_size=100, page_number=0, sort_by=enums.DEFAULT_SORT_BY, sort_order=enums.DEFAULT_SORT_ORDER): """ List all videos for a given campaign. """ return connection.ItemResultSet( 'find_videos_by_campaign_id', ...
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def list_connections(self, nome_interface, id_equipamento): """List interfaces linked to back and front of specified interface. :param nome_interface: Interface name. :param id_equipamento: Equipment identifier. :return: Dictionary with the following: :: {'interfa...
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def is_json_file(filename, show_warnings = False): """Check configuration file type is JSON Return a boolean indicating wheather the file is JSON format or not """ try: config_dict = load_config(filename, file_type = "json") is_json = True except: is_json = False return(i...
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def download(self, updates): ''' Download the updates passed in the updates collection. Load the updates collection using ``search`` or ``available`` Args: updates (Updates): An instance of the Updates class containing a the updates to be downloaded. Re...
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def register(explicit=True): """ Register Pandas Formatters and Converters with matplotlib This function modifies the global ``matplotlib.units.registry`` dictionary. Pandas adds custom converters for * pd.Timestamp * pd.Period * np.datetime64 * datetime.datetime * datetime.date ...
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def get_max_levels_metadata(self): """get the metadata for max levels""" metadata = dict(self._max_levels_metadata) metadata.update({'existing_cardinal_values': self.my_osid_object_form._my_map['maxLevels']}) return Metadata(**metadata)
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def sign_remote_certificate(argdic, **kwargs): ''' Request a certificate to be remotely signed according to a signing policy. argdic: A dict containing all the arguments to be passed into the create_certificate function. This will become kwargs when passed to create_certificate. ...
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def meminfo(): ''' Return the memory info for this minion .. versionchanged:: 2016.11.4 Added support for AIX .. versionchanged:: 2018.3.0 Added support for OpenBSD CLI Example: .. code-block:: bash salt '*' status.meminfo ''' def linux_meminfo(): '''...
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def node_set_to_surface(self, tag): """ Converts a node set to surface. """ # Create a dummy node with label 0 nodes = self.nodes.copy() dummy = nodes.iloc[0].copy() dummy["coords"] *= np.nan dummy["sets"] = True nodes.loc[0] = dummy # Getting element surfaces element_surface...
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def select_by_pattern_in_fname(self, pattern, recursive=True, case_sensitive=False): """ Select file path by text pattern in file name. **中文文档** 选择文件名中包含指定子字符串的文件。 """ ...
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def get_bin(self, arch='x86'): """ Get binaries of Visual C++. """ bin_dir = os.path.join(self.vc_dir, 'bin') if arch == 'x86': arch = '' cl_path = os.path.join(bin_dir, arch, 'cl.exe') link_path = os.path.join(bin_dir, arch, 'link.exe') ml_nam...
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def minify(tokens, options): """ Performs minification on *tokens* according to the values in *options* """ # Remove comments remove_comments(tokens) # Remove docstrings remove_docstrings(tokens) result = token_utils.untokenize(tokens) # Minify our input script result = multiline...
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def find_handfile(names=None): """ 尝试定位 ``handfile`` 文件,明确指定或逐级搜索父路径 :param str names: 可选,待查找的文件名,主要用于调试,默认使用终端传入的配置 :return: ``handfile`` 文件所在的绝对路径,默认为 None :rtype: str """ # 如果没有明确指定,则包含 env 中的值 names = names or [env.handfile] # 若无 ``.py`` 扩展名,则作为待查询名称,追加到 names 末尾 if not nam...
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def _trim_external_pores(self, shape): r''' ''' # Find all pores within the domain Ps = topotools.isoutside(coords=self['pore.coords'], shape=shape) self['pore.external'] = False self['pore.external'][Ps] = True # Find which internal pores are delaunay Ps...
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def fit_model(p, d, q, ts, includeIntercept=True, method="css-cgd", userInitParams=None, sc=None): """ Given a time series, fit a non-seasonal ARIMA model of order (p, d, q), where p represents the autoregression terms, d represents the order of differencing, and q moving average error terms. If include...
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