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def save_script(save=None): # noqa: E501 """Save a script Save a script # noqa: E501 :param Scripts: The data needed to save this script :type Scripts: dict | bytes :rtype: Response """ if connexion.request.is_json: save = Save.from_dict(connexion.request.get_json()) # noqa: E50...
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def paginate(context, window=DEFAULT_WINDOW): """ Renders the ``pagination/pagination.html`` template, resulting in a Digg-like display of the available pages, given the current page. If there are too many pages to be displayed before and after the current page, then elipses will be used to indicat...
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def group_update(auth=None, **kwargs): ''' Update a group CLI Example: .. code-block:: bash salt '*' keystoneng.group_update name=group1 description='new description' salt '*' keystoneng.group_create name=group2 domain_id=b62e76fbeeff4e8fb77073f591cf211e new_name=newgroupname ...
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def random_uniform(attrs, inputs, proto_obj): """Draw random samples from a uniform distribtuion.""" try: from onnx.mapping import TENSOR_TYPE_TO_NP_TYPE except ImportError: raise ImportError("Onnx and protobuf need to be installed. " "Instructions to install - http...
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def join_time_series(serieses, ignore_year=False, T_s=None, aggregator='mean'): """Combine a dict of pd.Series objects into a single pd.DataFrame with optional downsampling FIXME: For ignore_year and multi-year data, the index (in seconds) is computed assuming 366 days per year (leap year). So 3 ou...
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def stream_restore_write( obj_name_or_list, mode='merge', apply_immediately=False, **obj_kws ): '''Update module-stream-restore db entry for specified name. Can be passed PulseExtStreamRestoreInfo object or list of them as argument, or name string there and object init keywords (e.g. volume, mute, channel_l...
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def simulate(): '''instantiate and execute network simulation''' #separate model execution from parameters for safe import from other files nest.ResetKernel() ''' Configuration of the simulation kernel by the previously defined time resolution used in the simulation. Setting "print_time" to Tru...
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def size(self): """Returns the sizes of the groups as series. Returns: TYPE: Description """ if len(self.grouping_column_types) > 1: index_type = WeldStruct([self.grouping_column_types]) # Figure out what to use for multi-key index name # ...
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def issues(self, kind, email): """ Filter unique issues for given activity type and email """ return list(set([unicode(activity.issue) for activity in self.activities() if kind == activity.kind and activity.user['email'] == email]))
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def get_cache_token(self, token): """ Get token and data from Redis """ if self.conn is None: raise CacheException('Redis is not connected') token_data = self.conn.get(token) token_data = json.loads(token_data) if token_data else None return token_data
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def create_index(modules): '''This takes a dict of modules and created the RST index file.''' for key in modules.keys(): file_path = join(HERE, '%s_modules/_list_of_modules.rst' % key) list_file = open(file_path, 'w') # Write the generic header list_file.write('%s\n' % AUTOGEN) ...
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def t_power(logu, t, self_normalized=False, name=None): """The T-Power Csiszar-function in log-space. A Csiszar-function is a member of, ```none F = { f:R_+ to R : f convex }. ``` When `self_normalized = True` the T-Power Csiszar-function is: ```none f(u) = s [ u**t - 1 - t(u - 1) ] s = { -1 0 <...
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def _get_possible_circular_ref_contigs(self, nucmer_hits, log_fh=None, log_outprefix=None): '''Returns a dict ref name => tuple(hit at start, hit at end) for each ref sequence in the hash nucmer_hits (each value is a list of nucmer hits)''' writing_log_file = None not in [log_fh, log_outprefix] ...
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def stetson_kindex(fmags, ferrs): '''This calculates the Stetson K index (a robust measure of the kurtosis). Parameters ---------- fmags,ferrs : np.array The input mag/flux time-series to process. Must have no non-finite elems. Returns ------- float The Stetson K ...
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def update(self, source_id, source_type, name, resources, auth, parameters=None, validate=True): """ Update a managed source Uses API documented at http://dev.datasift.com/docs/api/rest-api/endpoints/sourceupdate :param source_type: data source name e.g. facebook_page, googleplus, inst...
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def success(msg, *args, **kwargs): '''Display a success message''' echo('{0} {1}'.format(green(OK), white(msg)), *args, **kwargs)
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def render_table(request, table, links=None, context=None, template='tri_table/list.html', blank_on_empty=False, paginate_by=40, # pragma: no mutate page=None, paginator=None, ...
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async def remember_ticket(self, request, ticket): """Called to store the ticket data for a request. Ticket data is stored in the aiohttp_session object Args: request: aiohttp Request object. ticket: String like object representing the ticket to be stored. """ ...
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def load_defaults(self): ''' Loads default extraction rules from the user and system extract.conf files. Returns None. ''' # Load the user extract file first to ensure its rules take precedence. extract_files = [ self.config.settings.user.extract, ...
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def add_unique_template_variables(self, options): """Update map template variables specific to graduated circle visual""" options.update(dict( colorProperty=self.color_property, colorStops=self.color_stops, colorType=self.color_function_type, radiusType=se...
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def ping(self, handler='admin/ping', **kwargs): """ Sends a ping request. Usage:: solr.ping() """ params = kwargs params_encoded = safe_urlencode(params, True) if len(params_encoded) < 1024: # Typical case. path = '%s/?%s' %...
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def show_high_levels_pars(self, mpars): """ shows in the high level mean display area in the bottom left of the GUI the data in mpars. """ FONT_WEIGHT = self.GUI_RESOLUTION+(self.GUI_RESOLUTION-1)*5 font2 = wx.Font(12+min(1, FONT_WEIGHT), wx.SWISS, ...
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def getSlicesForText(self, retina_name, body, get_fingerprint=None, start_index=0, max_results=10): """Get a list of slices of the text Args: retina_name, str: The retina name (required) body, str: The text to be evaluated (required) get_fingerprint, bool: Configure i...
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def _transform_new_data(self, X, subject): """Transform new data for a subjects by projecting to the shared subspace and computing the individual information. Parameters ---------- X : array, shape=[voxels, timepoints] The fMRI data of the subject. subject ...
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def copy(self,**kwargs): """ Copies the spikes and optionally converts the spike times. (when the keyword units is not None) """ new_spike_times = LabeledMatrix(self.spike_times.matrix,self.spike_times.labels) # copies the data return SpikeContainer(new_spike_time...
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def fromxml(node): """Static method return an OutputTemplate instance from the given XML description. Node can be a string or an etree._Element.""" if not isinstance(node,ElementTree._Element): #pylint: disable=protected-access node = parsexmlstring(node) assert node.tag.lower() == '...
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def apply(self, hits, no_copy=False): """Add x, y, z, t0 (and du, floor if DataFrame) columns to the hits. """ if not no_copy: hits = hits.copy() if istype(hits, 'DataFrame'): # do we ever see McHits here? hits = Table.from_template(hits, 'Hits') ...
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def table_from_file(source, ifo=None, columns=None, selection=None, loudest=False, extended_metadata=True): """Read a `Table` from a PyCBC live HDF5 file Parameters ---------- source : `str`, `h5py.File`, `h5py.Group` the file path of open `h5py` object from which to read th...
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def execute(self, fn, *args, **kwargs): """Execute an operation and return the result.""" if not self.asynchronous: return fn(*args, **kwargs) raise NotImplementedError
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def set_as_error(self, color=Qt.red): """ Highlights text as a syntax error. :param color: Underline color :type color: QtGui.QColor """ self.format.setUnderlineStyle( QTextCharFormat.WaveUnderline) self.format.setUnderlineColor(color)
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def check_key(user, key, enc, comment, options, config='.ssh/authorized_keys', cache_keys=None, fingerprint_hash_type=None): ''' Check to see if a key needs updating, returns "update", "add" or "exists" CLI Ex...
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def delete_empty_children(self): """ Walk through the children of this node and delete any that are empty. """ for child in self.children: child.delete_empty_children() try: if os.path.exists(child.full_path): os.rmdir(child.ful...
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def _unsupported_message_type(self): """Check if the current message matches the configured message type(s). :rtype: bool """ if isinstance(self._message_type, (tuple, list, set)): return self.message_type not in self._message_type return self.message_type != self._...
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def draw_into_bitmap(self, export_path: ExportPath, stroke_thickness: int, margin: int = 0) -> None: """ Draws the symbol in the original size that it has plus an optional margin :param export_path: The path, where the symbols should be created on disk :param stroke_thickness: Pen-thick...
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def pairwise(args): """ %prog pairwise ids Convert a list of IDs into all pairs. """ from itertools import combinations p = OptionParser(pairwise.__doc__) opts, args = p.parse_args(args) if len(args) != 1: sys.exit(not p.print_help()) idsfile, = args ids = SetFile(ids...
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def update(self, status): """ Update the VerificationInstance :param VerificationInstance.Status status: The new status of the resource :returns: Updated VerificationInstance :rtype: twilio.rest.verify.v2.service.verification.VerificationInstance """ data = valu...
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def _tr_above(self): """ The tr element prior in sequence to the tr this cell appears in. Raises |ValueError| if called on a cell in the top-most row. """ tr_lst = self._tbl.tr_lst tr_idx = tr_lst.index(self._tr) if tr_idx == 0: raise ValueError('no tr...
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def _ts_slice(self, Xt, y): ''' takes time series data, and splits each series into temporal folds ''' Ns = len(Xt) Xt_new = [] for i in range(self.n_splits): for j in range(Ns): Njs = int(len(Xt[j]) / self.n_splits) Xt_new.append(Xt[j][(Njs * ...
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def dispatch_shell(self, stream, msg): """dispatch shell requests""" # flush control requests first if self.control_stream: self.control_stream.flush() idents,msg = self.session.feed_identities(msg, copy=False) try: msg = self.session.unserialize(...
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def pot_dict_from_string(pot_data): """ Creates atomic symbol/potential number dictionary forward and reverse Arg: pot_data: potential data in string format Returns: forward and reverse atom symbol and potential number dictionaries. """ ...
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def getModifiers(chart): """ Returns the factors of the temperament modifiers. """ modifiers = [] # Factors which can be affected asc = chart.getAngle(const.ASC) ascRulerID = essential.ruler(asc.sign) ascRuler = chart.getObject(ascRulerID) moon = chart.getObject(const.MOON) fac...
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def walk(self): """ Generate paths in "self.datapath". """ # FIFO? if self._fifo: if self._fifo > 1: raise RuntimeError("INTERNAL ERROR: FIFO read twice!") self._fifo += 1 # Read paths relative to directory containing the FIFO ...
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def main(): """Run Chronophore based on the command line arguments.""" args = get_args() # Make Chronophore's directories and files in $HOME DATA_DIR = pathlib.Path(appdirs.user_data_dir(__title__)) LOG_FILE = pathlib.Path(appdirs.user_log_dir(__title__), 'debug.log') os.makedirs(str(DATA_DIR),...
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def apply_sfr_obs(): """apply the sfr observation process - pairs with setup_sfr_obs(). requires sfr_obs.config. Writes <sfr_out_file>.processed, where <sfr_out_file> is defined in "sfr_obs.config" Parameters ---------- None Returns ------- df : pd.DataFrame a dataframe o...
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def update(self, request, *args, **kwargs): """ Run **PATCH** request against */api/price-list-items/<uuid>/* to update price list item. Only item_type, key value and units can be updated. Only customer owner and staff can update price items. """ return super(PriceListIte...
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def _build_request(request): """Build message to transfer over the socket from a request.""" msg = bytes([request['cmd']]) if 'dest' in request: msg += bytes([request['dest']]) else: msg += b'\0' if 'sha' in request: msg += request['sha'] else: for dummy in range(...
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def get_bcbio_timings(path): """Fetch timing information from a bcbio log file.""" with open(path, 'r') as file_handle: steps = {} for line in file_handle: matches = re.search(r'^\[([^\]]+)\] ([^:]+: .*)', line) if not matches: continue tstamp...
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def get_course_list_name(curriculum_abbr, course_number, section_id, quarter, year, joint=False): """ Return the list address of UW course email list """ prefix = "multi_" if (joint is True) else "" return COURSE_LIST_NAME.format( prefix=prefix, curr_abbr=_ge...
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def showHeaderMenu( self, pos): """ Displays the header menu for this tree widget. :param pos | <QtCore.QPoint> || None """ header = self.header() index = header.logicalIndexAt(pos) self._headerIndex = index # show a pre-s...
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def set_next_input(self, text): """Send the specified text to the frontend to be presented at the next input cell.""" payload = dict( source='IPython.zmq.zmqshell.ZMQInteractiveShell.set_next_input', text=text ) self.payload_manager.write_payload(payload)
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def remove_tenant_user_role(request, project=None, user=None, role=None, group=None, domain=None): """Removes a given single role for a user from a tenant.""" manager = keystoneclient(request, admin=True).roles if VERSIONS.active < 3: return manager.remove_user_role(user,...
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def list_pages_ajax(request, invalid_move=False): """Render pages table for ajax function.""" language = get_language_from_request(request) pages = Page.objects.root() context = { 'can_publish': request.user.has_perm('pages.can_publish'), 'invalid_move': invalid_move, 'language':...
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def uavionix_adsb_out_dynamic_send(self, utcTime, gpsLat, gpsLon, gpsAlt, gpsFix, numSats, baroAltMSL, accuracyHor, accuracyVert, accuracyVel, velVert, velNS, VelEW, emergencyStatus, state, squawk, force_mavlink1=False): ''' Dynamic data used to generate ADS-B out transponder data (send ...
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def delete_attributes(self, request_envelope): # type: (RequestEnvelope) -> None """Deletes attributes from table in Dynamodb resource. Deletes the attributes from Dynamodb table. Raises PersistenceException if table doesn't exist or ``delete_item`` fails on the table. ...
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def IsAcceptedKey(self, evt): """ Return True to allow the given key to start editing: the base class version only checks that the event has no modifiers. F2 is special and will always start the editor. """ ## We can ask the base class to do it #return super(My...
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def run(itf): """ Run preprocess functions """ if not itf: return 1 # access command-line arguments options = SplitInput(itf) # read input infile = os.path.abspath(options.input) molList = read_csv(infile, options) # split molList into actives and decoys activeList, dec...
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def pick_four_unique_nodes_quickly(n, seed=None): ''' This is equivalent to np.random.choice(n, 4, replace=False) Another fellow suggested np.random.random_sample(n).argpartition(4) which is clever but still substantially slower. ''' rng = get_rng(seed) k = rng.randint(n**4) a = k % n ...
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def version_str(self): """ The version string for the currently-running awslimitchecker; includes git branch and tag information. :rtype: str """ vs = str(self.release) if self.tag is not None: vs += '@{t}'.format(t=self.tag) elif self.commit ...
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def kill(self, exc_info=None): """ Kill the container in a semi-graceful way. Entrypoints are killed, followed by any active worker threads. Next, dependencies are killed. Finally, any remaining managed threads are killed. If ``exc_info`` is provided, the exception will be rais...
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def readStoredSms(self, index, memory=None): """ Reads and returns the SMS message at the specified index :param index: The index of the SMS message in the specified memory :type index: int :param memory: The memory type to read from. If None, use the current default SMS read me...
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def tz(self): """Return the timezone. If none is set use system timezone""" if not self._tz: self._tz = tzlocal.get_localzone().zone return self._tz
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def copy(self, graph): """ Returns a copy of the styleguide for the given graph. """ g = styleguide(graph) g.order = self.order dict.__init__(g, [(k, v) for k, v in self.iteritems()]) return g
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def variable_device(device, name): """Fix the variable device to colocate its ops.""" if callable(device): var_name = tf.get_variable_scope().name + '/' + name var_def = tf.NodeDef(name=var_name, op='Variable') device = device(var_def) if device is None: device = '' return device
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def ReadPreprocessingInformation(self, knowledge_base): """Reads preprocessing information. The preprocessing information contains the system configuration which contains information about various system specific configuration data, for example the user accounts. Args: knowledge_base (Knowle...
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def trace(args): """ %prog trace unitig{version}.{partID}.{unitigID} Call `grep` to get the erroneous fragment placement. """ p = OptionParser(trace.__doc__) opts, args = p.parse_args(args) if len(args) != 1: sys.exit(p.print_help()) s, = args version, partID, unitigID = g...
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def get_log_entry_form_for_create(self, log_entry_record_types): """Gets the log entry form for creating new log entries. A new form should be requested for each create transaction. arg: log_entry_record_types (osid.type.Type[]): array of log entry record types retur...
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def validate_owner_repo_distro(ctx, param, value): """Ensure that owner/repo/distro/version is formatted correctly.""" # pylint: disable=unused-argument form = "OWNER/REPO/DISTRO[/RELEASE]" return validate_slashes(param, value, minimum=3, maximum=4, form=form)
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def _update_job(job_id, job_dict): """Update the database row for the given job_id with the given job_dict. All functions that update rows in the jobs table do it by calling this helper function. job_dict is a dict with values corresponding to the database columns that should be updated, e.g.: ...
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def _get_or_open_file(filename): '''If ``filename`` is a string or bytes object, open the ``filename`` and return the file object. If ``filename`` is file-like (i.e., it has 'read' and 'write' attributes, return ``filename``. Parameters ---------- filename : str,...
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def trilaterate_v(self, P1, P2, P3, r1, r2, r3): r''' Find whether 3 spheres intersect ''' temp1 = P2-P1 e_x = temp1/np.linalg.norm(temp1, axis=1)[:, np.newaxis] temp2 = P3-P1 i = self._my_dot(e_x, temp2)[:, np.newaxis] temp3 = temp2 - i*e_x e_y = ...
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def sort(polylines): """ sort points within polyline p0-p1-p2... """ for n, c in enumerate(polylines): l = len(c) if l > 2: # DEFINE FIRST AND LAST INDEX A THOSE TWO POINTS THAT # HAVE THE BIGGEST DIFFERENCE FROM A MIDDLE: mid = c.mean(axis=0) ...
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def serveMonth(self, request, year=None, month=None): """Monthly calendar view.""" myurl = self.get_url(request) def myUrl(urlYear, urlMonth): if 1900 <= urlYear <= 2099: return myurl + self.reverse_subpage('serveMonth', ...
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def _busy_wait_ms(self, ms): """Busy wait for the specified number of milliseconds.""" start = time.time() delta = ms/1000.0 while (time.time() - start) <= delta: pass
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def write_api_docs(self, outdir): """Generate API reST files. Parameters ---------- outdir : string Directory name in which to store files We create automatic filenames for each module Returns ------- None Notes ...
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async def edit_message_media(self, media: types.InputMedia, chat_id: typing.Union[typing.Union[base.Integer, base.String], None] = None, message_id: typing.Union[base.Integer, None] = None, ...
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def _RunActions(self, rule, client_id): """Run all the actions specified in the rule. Args: rule: Rule which actions are to be executed. client_id: Id of a client where rule's actions are to be executed. Returns: Number of actions started. """ actions_count = 0 for action in...
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def _next_of_kin(self, pos): """ looks up the next sibling of the closest ancestor with not-None next siblings. """ candidate = None parent = self.parent_position(pos) if parent is not None: candidate = self.next_sibling_position(parent) if...
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def timeit_grid(stmt_list, setup='', iterations=10000, input_sizes=None, verbose=True, show=False): """ Timeit:: import utool as ut setup = ut.codeblock( ''' import utool as ut from six.moves import range, zip import time ...
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def delete_model(self, name): """ Delete a model from the registry :param name: name for the model """ try: ret = self.es.delete(index=self.index_name, doc_type=self.DOC_TYPE, id=name) except NotFoundError: return F...
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def load_keras(json_path=None, hdf5_path=None, by_name=False): """ Load a pre-trained Keras model. :param json_path: The json path containing the keras model definition. :param hdf5_path: The HDF5 path containing the pre-trained keras model weights with or without the model architecture...
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def deltas(self): """ Dictionary of relative offsets. The keys in the result are pairs of keys from the offset vector, (a, b), and the values are the relative offsets, (offset[b] - offset[a]). Raises ValueError if the offsetvector is empty (WARNING: this behaviour might change in the future). Example: ...
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def convert_to_units(self, units, equivalence=None, **kwargs): """ Convert the array to the given units in-place. Optionally, an equivalence can be specified to convert to an equivalent quantity which is not in the same dimensions. Parameters ---------- units : ...
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def DEFINE_float( # pylint: disable=invalid-name,redefined-builtin name, default, help, lower_bound=None, upper_bound=None, flag_values=_flagvalues.FLAGS, **args): # pylint: disable=invalid-name """Registers a flag whose value must be a float. If lower_bound or upper_bound are set, then this flag must b...
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def longTouch(self, duration=2000): ''' Long touches this C{View} @param duration: duration in ms ''' (x, y) = self.getCenter() if self.uiAutomatorHelper: self.uiAutomatorHelper.swipe(startX=x, startY=y, endX=x, endY=y, steps=200) else: #...
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def version(self): """Fetch version information from all plugins and store in the report version file""" versions = [] versions.append("sosreport: %s" % __version__) for plugname, plug in self.loaded_plugins: versions.append("%s: %s" % (plugname, plug.version)) ...
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def _get_prelim_dependencies(command_template, all_templates): """ Given a command_template determine which other templates it depends on. This should not be used as the be-all end-all of dependencies and before calling each command, ensure that it's requirements are met. """ deps = [] for ...
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def convert_ints_to_bytes(in_ints, num): """Convert an integer array into a byte arrays. The number of bytes forming an integer is defined by num :param in_ints: the input integers :param num: the number of bytes per int :return the integer array""" out_bytes= b"" for val in in_ints: ...
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def close(self): """ Closes this VPCS VM. """ if not (yield from super().close()): return False nio = self._ethernet_adapter.get_nio(0) if isinstance(nio, NIOUDP): self.manager.port_manager.release_udp_port(nio.lport, self._project) if s...
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def annotate(self, *args, **kwargs): """ Return a query set in which the returned objects have been annotated with data aggregated from related fields. """ obj = self._clone() if args: for arg in args: if isinstance(arg, Facet): ...
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def make_inference_acceptance_rate_plot(workflow, inference_file, output_dir, name="inference_rate", analysis_seg=None, tags=None): """ Sets up the acceptance rate plot in the workflow. Parameters ---------- workflow: pycbc.workflow.Workflow The core workflow instance we are...
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def add_list(self, bl): """ note that this pushes the cur_element, but doesn't pop it. You'll need to do that """ # text:list doesn't like being a child of text:p if self.cur_element is None: self.add_text_frame() self.push_element() self.cur_e...
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def iterprogress( sized_iterable ): """ Iterate something printing progress bar to stdout """ pb = ProgressBar( 0, len( sized_iterable ) ) for i, value in enumerate( sized_iterable ): yield value pb.update_and_print( i, sys.stderr )
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def insert_ref_annotation(self, id_tier, tier2, time, value='', prev=None, svg=None): """.. deprecated:: 1.2 Use :func:`add_ref_annotation` instead. """ return self.add_ref_annotation(id_tier, tier2, time, value, prev, svg)
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def _sbase_annotations(sbase, annotation): """Set SBase annotations based on cobra annotations. Parameters ---------- sbase : libsbml.SBase SBML object to annotate annotation : cobra annotation structure cobra object with annotation information FIXME: annotation format must be ...
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def _find_usage_instances(self): """find usage for DB Instances and related limits""" paginator = self.conn.get_paginator('describe_db_instances') for page in paginator.paginate(): for instance in page['DBInstances']: self.limits['Read replicas per master']._add_curre...
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def CreateRecord(record_type, host, results): """ Create a record of type (record_type) and fill it with the given dict of results """ record_class = dns_tag_lookup[record_type] record = etree.Element("a") record.set("host", host) for params in results: ...
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def _parse_include_section(cfg, parser, section): ''' Example of include section: [include] flt: /etc/feat/flt.ini ducksboard: /etc/feat/ducksboard.ini ''' for _name, pattern in cfg.items(section): if not os.path.isabs(pattern): pattern = os.path.join(configure.confdir, p...
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def reserve(self, location=None, force=False, wait_for_up=True, timeout=80): """ Reserve port and optionally wait for port to come up. :param location: port location as 'ip/module/port'. If None, the location will be taken from the configuration. :param force: whether to revoke existing reserva...
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def submit_tag_batch(self, batch): """Submit a tag batch""" url = '%s/api/v5/batch/tags' % self.base_url self._submit_batch(url, batch)
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def get_commands(mod): """ Find commands from a module """ import inspect import types commands = {} def check(c): return (inspect.isclass(c) and issubclass(c, Command) and c is not Command and not issubclass(c, CommandManager)) for name in dir(mod): ...
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