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def crt_prf_tc(aryNrlTc, varNumVol, varTr, varTmpOvsmpl, switchHrfSet, tplPngSize, varPar, dctPrm=None, lgcPrint=True): """Convolve every neural time course with HRF function. Parameters ---------- aryNrlTc : 4d numpy array, shape [n_x_pos, n_y_pos, n_sd, n_vol] Temporally upsamp...
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def laminar_entry_thermal_Hausen(Re=None, Pr=None, L=None, Di=None): r'''Calculates average internal convection Nusselt number for laminar flows in pipe during the thermal entry region according to [1]_ as shown in [2]_ and cited by [3]_. .. math:: Nu_D=3.66+\frac{0.0668\frac{D}{L}Re_{D}Pr}{1+0...
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def add_insertions(self, skip=10, window=1, test=False): '''Adds a random base within window bases around every skip bases. e.g. skip=10, window=1 means a random base added somwhere in theintervals [9,11], [19,21] ... ''' assert 2 * window < skip new_seq = list(self.seq) for i in range(l...
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def set_sampling_strategies(self, filter, strategy_and_params): """Set sampling strategy for the sensors of all the group's clients. Only sensors that match the specified filter are considered. See the `KATCPResource.set_sampling_strategies` docstring for parameter definitions and more ...
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def make_masks(self, template): """This method generates all seven masks so that the best mask can be determined. The template parameter is a code matrix that will server as the base for all the generated masks. """ from copy import deepcopy nmasks = len(tables.mask_patt...
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def _fix_component_id(self, component): 'Fix name of component ad all of its children' theID = getattr(component, "id", None) if theID is not None: setattr(component, "id", self._fix_id(theID)) try: for c in component.children: self._fix_component...
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def angle(vec1, vec2): """Calculate the angle between two Vector2's""" dotp = Vector2.dot(vec1, vec2) mag1 = vec1.length() mag2 = vec2.length() result = dotp / (mag1 * mag2) return math.acos(result)
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def check_config_file(msg): """ Checks the config.json file for default settings and auth values. Args: :msg: (Message class) an instance of a message class. """ with jsonconfig.Config("messages", indent=4) as cfg: verify_profile_name(msg, cfg) retrieve_data_from_config(msg...
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def load_variant(self, variant_obj): """Load a variant object Args: variant_obj(dict) Returns: inserted_id """ # LOG.debug("Loading variant %s", variant_obj['_id']) try: result = self.variant_collection.insert_one(variant_obj) ...
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def save(self, *args, **kwargs): """save(filething=None, padding=None)""" super(MP4, self).save(*args, **kwargs)
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def parse(self, line, cell, namespace=None): """Parses a line and cell into a dictionary of arguments, expanding variables from a namespace. For each line parameters beginning with --, it also checks the cell content and see if it exists there. For example, if "--config1" is a line parameter, it checks to ...
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def minimum_distance2(hull_a, center_a, hull_b, center_b): '''Return the minimum distance or 0 if overlap between 2 convex hulls hull_a - list of points in clockwise direction center_a - a point within the hull hull_b - list of points in clockwise direction center_b - a point within the hull ...
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def get_sketch(self, sketch_id): """Get information on the specified sketch. Args: sketch_id (int): ID of sketch Returns: dict: Dictionary of sketch information Raises: ValueError: Sketch is inaccessible """ resource_url = '{0:s}/sketches/{1:d}/'.format(self.api_base_url, sk...
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def visit(spht, node): """Append opening tags to document body list. :param sphinx.writers.html.SmartyPantsHTMLTranslator spht: Object to modify. :param sphinxcontrib.imgur.nodes.ImgurEmbedNode node: This class' instance. """ html_attrs_bq = {'CLASS': 'imgur-embed-pub', 'lang': ...
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def cleanup_candidates(self, node_ip): """ Removes old TCP hole punching candidates for a designated node if a certain amount of time has passed since they last connected. """ if node_ip in self.factory.candidates: old_candidates = [] for c...
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def compile_tag_re(self, tags): """ Return the regex used to look for Mustache tags compiled to work with specific opening tags, close tags, and tag types. """ return re.compile(self.raw_tag_re % tags, self.re_flags)
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def geometricBar(weights, alldistribT): """return the weighted geometric mean of distributions""" assert(len(weights) == alldistribT.shape[1]) return np.exp(np.dot(np.log(alldistribT), weights.T))
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def set_table_cb(self, viewer, table): """Display the given table object.""" self.clear() tree_dict = OrderedDict() # Extract data as astropy table a_tab = table.get_data() # Fill masked values, if applicable try: a_tab = a_tab.filled() excep...
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def closestsites(struct_blk, struct_def, pos): """ Returns closest site to the input position for both bulk and defect structures Args: struct_blk: Bulk structure struct_def: Defect structure pos: Position Return: (site object, dist, index) """ blk_close_sites = struc...
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def commandify(use_argcomplete=False, exit=True, *args, **kwargs): '''Turns decorated functions into command line args Finds the main_command and all commands and generates command line args from these.''' parser = CommandifyArgumentParser(*args, **kwargs) parser.setup_arguments() if use_argcom...
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def polemap_magic(loc_file="locations.txt", dir_path=".", interactive=False, crd="", sym='ro', symsize=40, rsym='g^', rsymsize=40, fmt="pdf", res="c", proj="ortho", flip=False, anti=False, fancy=False, ell=False, ages=False, lat_0=90., lon_0=0., sa...
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def collect_trajectories(env, policy_fun, num_trajectories=1, policy="greedy", max_timestep=None, epsilon=0.1): """Collect trajectories with the given policy net and behaviour. Args: env...
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def mme_matches(case_obj, institute_obj, mme_base_url, mme_token): """Show Matchmaker submission data for a sample and eventual matches. Args: case_obj(dict): a scout case object institute_obj(dict): an institute object mme_base_url(str) base url of the MME server mme_token(str)...
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def _in6_getifaddr(ifname): """ Returns a list of IPv6 addresses configured on the interface ifname. """ # Get the output of ifconfig try: f = os.popen("%s %s" % (conf.prog.ifconfig, ifname)) except OSError: log_interactive.warning("Failed to execute ifconfig.") return [...
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def get_events(self, from_=None, to=None): """Query a slice of the events. Events are always returned in the order the were added. Parameters: from_ -- if not None, return only events added after the event with id `from_`. If None, return from the start of history....
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def mangleNec(code, freq=40): """Convert NEC code to shorthand notation""" # base time is 550 microseconds # unit of burst time # lead in pattern: 214d 10b3 # "1" burst pattern: 0226 0960 # "0" burst pattern: 0226 0258 # lead out pattern: 0226 2000 # there's large disagreement between...
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def discrete(self): """ A sequence of connected vertices in space, corresponding to self.paths. Returns --------- discrete : (len(self.paths),) A sequence of (m*, dimension) float """ discrete = np.array([self.discretize_path(i) ...
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def max(self, axis=None, keepdims=False): """ Return the maximum of the array over the given axis. Parameters ---------- axis : tuple or int, optional, default=None Axis to compute statistic over, if None will compute over all axes keepdims : boo...
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def game(self): """ If the message media is a game, this returns the :tl:`Game`. """ if isinstance(self.media, types.MessageMediaGame): return self.media.game
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def set_hflip(self, val): """val is True or False that determines if we should horizontally flip the surface or not.""" if self.__horizontal_flip is not val: self.__horizontal_flip = val self.image = pygame.transform.flip(self.untransformed_image, val, self.__vertical_flip)
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def text(self): """Get value of output stream (StringIO). """ if self.out: self.out.close() # pragma: nocover return self.fp.getvalue()
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def _copy_with_dtype(data, dtype): """Create a copy of an array with the given dtype. We use this instead of np.array() to ensure that custom object dtypes end up on the resulting array. """ result = np.empty(data.shape, dtype) result[...] = data return result
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def delete_objective(self, objective_id=None): """Deletes the Objective identified by the given Id. arg: objectiveId (osid.id.Id): the Id of the Objective to delete raise: NotFound - an Objective was not found identified by the given Id raise: NullAr...
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def send(self, url, data, headers): """ Spawn an async request to a remote webserver. """ eventlet.spawn(self._send_payload, (url, data, headers))
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def update_attribute_value_items(self): """ Returns an iterator of items for an attribute value map to use for an UPDATE operation. The iterator ignores collection attributes as these are processed implicitly by the traversal algorithm. :returns: iterator yielding tuple...
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def git_hash(blob): """Return git-hash compatible SHA-1 hexdigits for a blob of data.""" head = str("blob " + str(len(blob)) + "\0").encode("utf-8") return sha1(head + blob).hexdigest()
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def get_crawler(self, crawler, url): """ Checks if a crawler supports a website (the website offers e.g. RSS or sitemap) and falls back to the fallbacks defined in the config if the site is not supported. :param str crawler: Crawler-string (from the crawler-module) :para...
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def planSummary(self): """Extract planSummary if available (lazy).""" if not self._counters_calculated: self._counters_calculated = True self._extract_counters() return self._planSummary
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def add_membership_listener(self, member_added=None, member_removed=None, fire_for_existing=False): """ Helper method for adding membership listeners :param member_added: (Function), Function to be called when a member is added, in the form of f(member) (optional). :param member...
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def Units(uname): """Generate a unit object. Parameters ---------- uname : str Wavelength or flux unit name. Returns ------- unit : `BaseUnit` or `None` Unit object. `None` means unitless. Raises ------ ValueError Unknown unit name. """ if isin...
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async def send_message(): """Example of sending a message.""" jar = aiohttp.CookieJar(unsafe=True) websession = aiohttp.ClientSession(cookie_jar=jar) modem = eternalegypt.Modem(hostname=sys.argv[1], websession=websession) await modem.login(password=sys.argv[2]) await modem.sms(phone=sys.argv[3...
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def get_lat_variable(nc): ''' Returns the variable for latitude :param netcdf4.dataset nc: an open netcdf dataset object ''' if 'latitude' in nc.variables: return 'latitude' latitudes = nc.get_variables_by_attributes(standard_name="latitude") if latitudes: return latitudes[0...
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def get_next_item(iterable): """Gets the next item of an iterable. If the iterable is exhausted, returns None.""" try: x = iterable.next() except StopIteration: x = None except AttributeError: x = None return x
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def init_object(self, args, kwargs): """This method is reponsible for setting :attr:`obj`. It is called during :meth:`prepare_args`. """ self.object_id = kwargs.pop(self.pk, None) if self.object_id is not None: self.obj = self.Model.query.get(self.object_id) ...
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def exists(self, model_class, ID): '''Check if a record of id==ID exists in table model_class.__name__.lower()''' assert hasattr(model_class, '_fields'), 'Not a valid model class' res = self.get(model_class, id=ID, fetchOne=True) if res: return True return False
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def query(self, resource): """ Given a resource identifier find the domain specifier and then construct the webfinger request. Implements http://openid.net/specs/openid-connect-discovery-1_0.html#NormalizationSteps :param resource: """ if resource[0] in ['=', '@'...
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def _local_call(self, call_conf): ''' Execute local call ''' try: ret = self._get_caller(call_conf).call() except SystemExit: ret = 'Data is not available at this moment' self.out.error(ret) except Exception as ex: ret = 'Un...
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def get_domain(self, name): """ 获取域名信息,文档 https://developer.qiniu.com/fusion/api/4246/the-domain-name Args: name: 域名, 如果是泛域名,必须以点号 . 开头 Returns: 返回一个tuple对象,其格式为(<result>, <ResponseInfo>) - result 成功返回dict{},失败返回{"error": "<errMsg string>"...
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def attach(self): """Attach strategy to its sensor and send initial update.""" s = self._sensor self.update(s, s.read()) self._sensor.attach(self)
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def _siftup_max(heap, pos): 'Maxheap variant of _siftup' endpos = len(heap) startpos = pos newitem = heap[pos] # Bubble up the larger child until hitting a leaf. childpos = 2*pos + 1 # leftmost child position while childpos < endpos: # Set childpos to index of larger child. ...
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def extract(data, items, out_dir=None): """Extract germline calls for the given sample, if tumor only. """ if vcfutils.get_paired_phenotype(data): if len(items) == 1: germline_vcf = _remove_prioritization(data["vrn_file"], data, out_dir) germline_vcf = vcfutils.bgzip_and_inde...
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def to_jupyter(graph: BELGraph, chart: Optional[str] = None) -> Javascript: """Render the graph as JavaScript in a Jupyter Notebook.""" with open(os.path.join(HERE, 'render_with_javascript.js'), 'rt') as f: js_template = Template(f.read()) return Javascript(js_template.render(**_get_context(graph, ...
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def build_conflict_dict(key_list, val_list): """ Builds dict where a list of values is associated with more than one key Args: key_list (list): val_list (list): Returns: dict: key_to_vals CommandLine: python -m utool.util_dict --test-build_conflict_dict Exampl...
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def run_once_per_node(func): """ Decorator preventing wrapped function from running more than once per host (not just interpreter session). Using env.patch = True will allow the wrapped function to be run if it has been previously executed, but not otherwise Stores the result of a function...
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def sde(self): """ Return the state space representation of the standard periodic covariance. ! Note: one must constrain lengthscale not to drop below 0.2. (independently of approximation order) After this Bessel functions of the first becomes NaN. Rescaling t...
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def method_args(self, context, **kwargs): """ Collect the set of arguments that should be used by a set of methods :param context: Which service we're working for :param kwargs: A set of keyword arguments that are added at run-time. :return: A set of keyword arguments ""...
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def wait_for(self, timeout=None): """ When a timeout should be applied for awaiting use this method. :param timeout: optional timeout in seconds. :returns: a future returning the emitted value """ from broqer.op import OnEmitFuture # due circular dependency return self |...
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def multiqc(institute_id, case_name): """Load multiqc report for the case.""" data = controllers.multiqc(store, institute_id, case_name) if data['case'].get('multiqc') is None: return abort(404) out_dir = os.path.abspath(os.path.dirname(data['case']['multiqc'])) filename = os.path.basename(d...
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def get_f_code_idx(): """ How many pointers into PyFrame is the ``f_code`` variable? """ frame = sys._getframe() frame_ptr = id(frame) LARGE_ENOUGH = 20 # Look through the frame object until we find the f_tstate variable, whose # value we know from above. ptrs = [ctypes.c_voidp.fro...
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def console_get_height(con: tcod.console.Console) -> int: """Return the height of a console. Args: con (Console): Any Console instance. Returns: int: The height of a Console. .. deprecated:: 2.0 Use `Console.height` instead. """ return int(lib.TCOD_console_get_height(_...
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def should_use_ephemeral_cache( req, # type: InstallRequirement format_control, # type: FormatControl autobuilding, # type: bool cache_available # type: bool ): # type: (...) -> Optional[bool] """ Return whether to build an InstallRequirement object using the ephemeral cache. :p...
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def _evaluate_barycentric_multi(nodes, degree, param_vals, dimension): r"""Compute multiple points on the surface. .. note:: There is also a Fortran implementation of this function, which will be used if it can be built. Args: nodes (numpy.ndarray): Control point nodes that define t...
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def encode_hdr(self, boundary): """Returns the header of the encoding of this parameter""" boundary = encode_and_quote(boundary) headers = ["--%s" % boundary] if self.filename: disposition = 'form-data; name="%s"; filename="%s"' % (self.name, ...
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def set_coordsys(self): """ Mapping to astropy's coordinate system name # TODO: needs expert attention (Most reference systems are not mapped) """ if self.coordsys.lower() in self.coordsys_mapping: self.coordsys = self.coordsys_mapping[self.coordsys.lower()]
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def _handle_is_dag_stopped(self, request): """ The handler for the dag_stopped request. The dag_stopped request checks whether a dag is flagged to be terminated. Args: request (Request): Reference to a request object containing the incoming request. T...
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def pause_unit(assess_status_func, services=None, ports=None, charm_func=None): """Pause a unit by stopping the services and setting 'unit-paused' in the local kv() store. Also checks that the services have stopped and ports are no longer being listened to. An optional charm_func() ...
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def search(self, **kwargs): """ Method to search Virtual Interfaces based on extends search. :param search: Dict containing QuerySets to find Virtual Interfaces. :param include: Array containing fields to include on response. :param exclude: Array containing fields to exclude on...
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def __put_buttons_in_buttonframe(choices): """Put the buttons in the buttons frame""" global __widgetTexts, __firstWidget, buttonsFrame __firstWidget = None __widgetTexts = {} i = 0 for buttonText in choices: tempButton = tk.Button(buttonsFrame, takefocus=1, text=buttonText) _...
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def render_indirect(self, program: moderngl.Program, buffer, mode=None, count=-1, *, first=0): """ The render primitive (mode) must be the same as the input primitive of the GeometryShader. The draw commands are 5 integers: (count, instanceCount, firstIndex, baseVertex, baseInstance). A...
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def btc_tx_sign_multisig(tx, idx, redeem_script, private_keys, hashcode=SIGHASH_ALL): """ Sign a p2sh multisig input (not segwit!). @tx must be a hex-encoded tx Return the signed transaction """ from .multisig import parse_multisig_redeemscript # sign in the right order. map all pos...
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def register(self): """Proxy method to register the device with the parent. """ if not self.registered: self.registered = True if self.parent: self.parent.register(self)
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def getRaDecs(self, mods): """Internal function converting cartesian coords to ra dec""" raDecOut = np.empty( (len(mods), 5)) raDecOut[:,0:3] = mods[:,0:3] for i, row in enumerate(mods): raDecOut[i, 3:5] = r.raDecFromVec(row[3:6]) return raDecOut
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def handle_500(self, request, exception): # type: (BaseHttpRequest, BaseException) -> Resource """ Handle an *un-handled* exception. """ # Let middleware attempt to handle exception try: for middleware in self.middleware.handle_500: resource = ...
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def get_message_state_scope(self, msgid, line=None, confidence=UNDEFINED): """Returns the scope at which a message was enabled/disabled.""" if self.config.confidence and confidence.name not in self.config.confidence: return MSG_STATE_CONFIDENCE try: if line in self.file_s...
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def draw(self, img, pixmapper, bounds): '''draw the trail''' for p in self.points: (px,py) = pixmapper(p) if px >= 0 and py >= 0 and px < img.width and py < img.height: cv.Circle(img, (px,py), 1, self.colour)
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def get_all_conditions(self): """ Returns a generator which yields groups of lists of conditions. >>> for set_id, label, field in gargoyle.get_all_conditions(): #doctest: +SKIP >>> print "%(label)s: %(field)s" % (label, field.label) #doctest: +SKIP """ for condition_...
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def parseAcceptHeader(value): """Parse an accept header, ignoring any accept-extensions returns a list of tuples containing main MIME type, MIME subtype, and quality markdown. str -> [(str, str, float)] """ chunks = [chunk.strip() for chunk in value.split(',')] accept = [] for chunk in...
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def getFirstUrn(self, reference=None): """ Get the first children URN for a given resource :param reference: CtsReference from which to find child (If None, find first reference) :type reference: CtsReference, str :return: Children URN :rtype: URN """ if referenc...
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def google_register(username:str, email:str, full_name:str, google_id:int, bio:str, token:str=None): """ Register a new user from google. This can raise `exc.IntegrityError` exceptions in case of conflics found. :returns: User """ auth_data_model = apps.get_model("users", "AuthData") use...
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def calc_temp(Data_ref, Data): """ Calculates the temperature of a data set relative to a reference. The reference is assumed to be at 300K. Parameters ---------- Data_ref : DataObject Reference data set, assumed to be 300K Data : DataObject Data object to have the temperatu...
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def slh_associate(a_features, b_features, max_sigma=5): """ An implementation of the Scott and Longuet-Higgins algorithm for feature association. This function takes two lists of features. Each feature is a :py:class:`MultivariateNormal` instance representing a feature location and its associat...
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def on_key_release(self, symbol, modifiers): """ Pyglet specific key release callback. Forwards and translates the events to :py:func:`keyboard_event` """ self.keyboard_event(symbol, self.keys.ACTION_RELEASE, modifiers)
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def watch(self, path, action, *args, **kwargs): """ Called by the Server instance when a new watch task is requested. """ if action is None: action = _set_changed event_handler = _WatchdogHandler(self, action) self._observer.schedule(event_handler, path=path, ...
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def encrypt(self, data): ''' encrypt data with AES-CBC and sign it with HMAC-SHA256 ''' aes_key, hmac_key = self.keys pad = self.AES_BLOCK_SIZE - len(data) % self.AES_BLOCK_SIZE if six.PY2: data = data + pad * chr(pad) else: data = data + s...
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def subjects_create(self, filename): """Create subject from given data files. Expects the file to be a Freesurfer archive. Raises ValueError if given file is not a valid subject file. Parameters ---------- filename : File-type object Freesurfer archive file ...
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def tuple_replace(tup, *pairs): """Return a copy of a tuple with some elements replaced. :param tup: The tuple to be copied. :param pairs: Any number of (index, value) tuples where index is the index of the item to replace and value is the new value of the item. """ tuple_list = list(tup) ...
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def compose_receipt(message): """ Compose a :xep:`184` delivery receipt for a :class:`~aioxmpp.Message`. :param message: The message to compose the receipt for. :type message: :class:`~aioxmpp.Message` :raises ValueError: if the input message is of type :attr:`~aioxmpp.MessageType.ERROR` ...
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def meth_new(args): """ Submit a new workflow (or update) to the methods repository. """ r = fapi.update_repository_method(args.namespace, args.method, args.synopsis, args.wdl, args.doc, args.comment) fapi._check_response_code(r, 20...
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def add_vertex(self, v): """ Add a vertex to the graph :param v: The vertex name. """ self.graph.add_vertex(v) self.vs.add(v)
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def purge(gandi, email, background, force, alias): """Purge a mailbox.""" login, domain = email if alias: if not force: proceed = click.confirm('Are you sure to purge all aliases for ' 'mailbox %s@%s ?' % (login, domain)) if not proceed: ...
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def stop_volume(name, force=False): ''' Stop a gluster volume name Volume name force Force stop the volume .. versionadded:: 2015.8.4 CLI Example: .. code-block:: bash salt '*' glusterfs.stop_volume mycluster ''' volinfo = info() if name not in v...
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def fit(self, X, C): """ Fit one weighted classifier per class Parameters ---------- X : array (n_samples, n_features) The data on which to fit a cost-sensitive classifier. C : array (n_samples, n_classes) The cost of predicting each label...
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def generate_take(out_f, steps, line_prefix): """Generate the take function""" out_f.write( '{0}constexpr inline int take(int n_)\n' '{0}{{\n' '{0} return {1} 0 {2};\n' '{0}}}\n' '\n'.format( line_prefix, ''.join('n_ >= {0} ? {0} : ('.format(s) fo...
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def prefix_items(self, prefix, strip_prefix=False): """Get all (key, value) pairs with keys that begin with ``prefix``. :param prefix: Lexical prefix for keys to search. :type prefix: bytes :param strip_prefix: True to strip the prefix from yielded items. :type strip_prefix: bo...
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def get_evernote_notes(self, evernote_filter): """ get the notes related to the filter :param evernote_filter: filtering :return: notes """ data = [] note_store = self.client.get_note_store() our_note_list = note_store.findNotesMetadata(self.t...
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def draw(self): """Draws the checkbox.""" if not self.visible: return # Blit the current checkbox's image. if self.isEnabled: if self.mouseIsDown and self.lastMouseDownOverButton and self.mouseOverButton: if self.value: ...
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def _vertex_data_to_sframe(data, vid_field): """ Convert data into a vertex data sframe. Using vid_field to identify the id column. The returned sframe will have id column name '__id'. """ if isinstance(data, SFrame): # '__id' already in the sframe, and it is ok to not specify vid_field ...
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def auth_user_oid(self, email): """ OpenID user Authentication :param email: user's email to authenticate :type self: User model """ user = self.find_user(email=email) if user is None or (not user.is_active): log.info(LOGMSG_WAR_SEC_LOGIN_...
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def resize_max(img, max_side): """ Resize the image to threshold the maximum dimension within max_side :param img: :param max_side: Length of the maximum height or width :return: """ h, w = img.shape[:2] if h > w: nh = max_side nw = w * (nh / h) else: nw = max...
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def remove_props(self,*args): """ Removes desired properties from ``self.properties``. """ for arg in args: if arg in self.properties: del self.properties[arg]
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