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def _fadn_par(vec, geom): import numpy as np from scipy import linalg as spla from ..const import PRM from ..error import InertiaError from .vector import parallel_check as parchk if not (len(geom.shape) == 1 and geom.shape[0] % 3 == 0): raise ValueError("Geometry is not...
First non-zero Atomic Displacement that is Non-Parallel with Vec Utility function to identify the first atomic displacement in a geometry that is both (a) not the zero vector and (b) non-(anti-)parallel with a reference vector. Parameters ---------- vec length-3 |npfloat_| -- R...
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def operator(self, node, children): operators = {: op.add, : op.sub, : op.mul, : op.div} return operators[node.text]
operator = "+" / "-" / "*" / "/"
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def write_documentation(self, doc_type): for handler_name in sorted(self._documentation): if "controller." in handler_name: server_type = "controller" elif "compute" in handler_name: server_type = "compute" else: server...
Build all the doc page for handlers :param doc_type: Type of doc to generate (controller, compute)
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def handle_offchain_secretreveal( initiator_state: InitiatorTransferState, state_change: ReceiveSecretReveal, channel_state: NettingChannelState, pseudo_random_generator: random.Random, ) -> TransitionResult[InitiatorTransferState]: iteration: TransitionResult[InitiatorTransferS...
Once the next hop proves it knows the secret, the initiator can unlock the mediated transfer. This will validate the secret, and if valid a new balance proof is sent to the next hop with the current lock removed from the merkle tree and the transferred amount updated.
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def fillLayerWithColor(self, color): layer = self.image.getActiveLayer().data colorRGBA = color.get_0_255() layer[:,:,0] = colorRGBA[0] layer[:,:,1] = colorRGBA[1] layer[:,:,2] = colorRGBA[2] layer[:,:,3] = colorRGBA[3]
Fills the current :py:class:`Layer` with the current :py:class:`Color`. :param color: The :py:class:`Color` to apply to the layer. :rtype: Nothing.
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def get_currency_symbol(self): locale = locales.getLocale() setup = api.get_setup() currency = setup.getCurrency() return locale.numbers.currencies[currency].symbol
Get the currency Symbol
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def validate_string_list(lst): if not isinstance(lst, list): raise ValueError( % lst) for x in lst: if not isinstance(x, basestring): raise ValueError( % x)
Validate that the input is a list of strings. Raises ValueError if not.
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def ising(h: List[int], J: Dict[Tuple[int, int], int], num_steps: int = 0, verbose: bool = True, rand_seed: int = None, connection: QuantumComputer = None, samples: int = None, initial_beta: List[float] = None, initial_gamma: List[float] = None, ...
Ising set up method :param h: External magnetic term of the Ising problem. :param J: Interaction term of the Ising problem. :param num_steps: (Optional.Default=2 * len(h)) Trotterization order for the QAOA algorithm. :param verbose: (Optional.Default=True) Verbosity of the code. :...
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def generate_api_gateway(): logger.debug("[ client = boto3.client(, region_name=PRIMARY_REGION) matches = [x for x in client.get_rest_apis().get(, list()) if x[] == API_GATEWAY] if len(matches) > 0: logger.debug("[ return matches.pop() response = client.create_re...
Create the Blockade API Gateway REST service.
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def delete(args): m = RiverManager(args.hosts) m.delete(args.name)
Delete a river by name
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def register_prefs(*args, **kwargs): swap_settings_module = bool(kwargs.get(, True)) if __PATCHED_LOCALS_SENTINEL not in get_frame_locals(2): raise SitePrefsException() bind_proxy(args, **kwargs) unpatch_locals() swap_settings_module and proxy_settings_module()
Registers preferences that should be handled by siteprefs. Expects preferences as *args. Use keyword arguments to batch apply params supported by ``PrefProxy`` to all preferences not constructed by ``pref`` and ``pref_group``. Batch kwargs: :param str|unicode help_text: Field help text. ...
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def send_articles(self, user_id, articles, account=None): if isinstance(articles, (tuple, list)): articles_data = [] for article in articles: articles_data.append({ : article[], : article[], : article[],...
发送图文消息 详情请参考 http://mp.weixin.qq.com/wiki/7/12a5a320ae96fecdf0e15cb06123de9f.html :param user_id: 用户 ID 。 就是你收到的 `Message` 的 source :param articles: 一个包含至多10个图文的数组, 或者微信图文消息素材 media_id :param account: 可选,客服账号 :return: 返回的 JSON 数据包
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def template_filter(self, name: Optional[str]=None) -> Callable: def decorator(func: Callable) -> Callable: self.add_template_filter(func, name=name) return func return decorator
Add a template filter. This is designed to be used as a decorator. An example usage, .. code-block:: python @app.template_filter('name') def to_upper(value): return value.upper() Arguments: name: The filter name (defaults to function name).
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def next_valid_batch(self, batch_size): start = self.index_in_valid_epoch if self.index_in_valid_epoch + batch_size > self.num_valid_images: batch_size = 1 self.index_in_valid_epoch += batch_size end = self.index_in_valid_epoch return self.valid_labels[start:...
Return the next batch of examples from validiation data set :param batch_size: int, size of image batch returned :return train_labels: list, of labels :return images: list, of images
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def _convert_string_to_native(value): result = None try: result = ast.literal_eval(str(value)) except (SyntaxError, ValueError): result = value.split() return result
Convert a string to its native python type
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def _get_init_args(self, skip=4): stack = inspect.stack() if len(stack) < skip + 1: raise ValueError("The length of the inspection stack is shorter than the requested start position.") args, _, _, values = inspect.getargvalues(stack[skip][0]) params = {} ...
Get all arguments of current layer for saving the graph.
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def status(name=None): ** name = if not name else name return all(os.path.isfile(i) for i in _paths(name))
Return True if there is already a frozen state. A frozen state is merely a list of packages (including the version) in a specific time. This information can be used to compare with the current list of packages, and revert the installation of some extra packages that are in the system. name ...
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def _add_view_menu(self): mainMenu = self.app.mainMenu() viewMenu = AppKit.NSMenu.alloc().init() viewMenu.setTitle_(localization["cocoa.menu.view"]) viewMenuItem = AppKit.NSMenuItem.alloc().init() viewMenuItem.setSubmenu_(viewMenu) mainMenu.addItem_(vie...
Create a default View menu that shows 'Enter Full Screen'.
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def _format_msg(self, msg, edata): edata = edata if isinstance(edata, list) else [edata] for fdict in edata: if "*[{token}]*".format(token=fdict["field"]) not in msg: raise RuntimeError( "Field {token} not in exception message".format( ...
Substitute parameters in exception message.
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def get_projects(self): url = urljoin(self.keystone_endpoint, "{}/{}".format(DEFAULT_KEYSTONE_API_VERSION, "projects")) try: r = self._make_request(url, self.headers) return r.get(, []) except Exception as e: self.logger.warning(.format(e)) ...
Returns all projects in the domain
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def exists_plain(session: Session, tablename: str, *criteria: Any) -> bool: return exists_in_table(session, table(tablename), *criteria)
Implements an efficient way of detecting if a record or records exist; should be faster than COUNT(*) in some circumstances. Args: session: SQLAlchemy :class:`Session`, :class:`Engine`, or :class:`Connection` object tablename: name of the table criteria: optional SQLAlchemy ...
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def readList(self, register, length): if length <= 0: raise ValueError("Length must be at least 1 byte.") self._idle() self._transaction_start() self._i2c_start() self._i2c_write_bytes([self._address_byte(True), register]) self._i2c_stop() sel...
Read a length number of bytes from the specified register. Results will be returned as a bytearray.
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def gene_variants(store, variants_query, page=1, per_page=50): variant_count = variants_query.count() skip_count = per_page * max(page - 1, 0) more_variants = True if variant_count > (skip_count + per_page) else False variant_res = variants_query.skip(skip_count).limit(per_page) my_institutes ...
Pre-process list of variants.
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def jobs(self): if self._jobs is None: self._jobs = JobTable(self.connection, self.database) return self._jobs
schema.jobs provides a view of the job reservation table for the schema :return: jobs table
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def main(): pip_packages = {} for package in pip.get_installed_distributions(): name = package.project_name version = package.version full_name = "{0}-{1}-pip".format(name.lower(), version) pip_packages[full_name] = {: version} data = json.dumps(pip_packages) print(d...
Use pip to find pip installed packages in a given prefix.
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def StartTag(self, name, attrs): s attributes :return: none, side effect of modifying bits of the current class ' if name not in self.excluded: if name in self.structure.keys(): self.handler = self.structure[name] self.tags.append(name) ...
A method which is called by the SAX parser when a new tag is encountered :param name: name of the tag :param attrs: the tag's attributes :return: none, side effect of modifying bits of the current class
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def settings(self): stmt = "select {fields} from pg_settings".format(fields=.join(SETTINGS_FIELDS)) settings = [] for row in self._iter_results(stmt): row[] = self._vartype_map[row[]](row[]) settings.append(Settings(**row)) return settings
Returns settings from the server.
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def from_defn(cls, defn): "Return the first Repl subclass that works with this" instances = (subcl(defn) for subcl in cls.__subclasses__()) return next(filter(None, instances))
Return the first Repl subclass that works with this
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def range(self, name): range_label = % (self.title, name) data = self.spreadsheet.values_get(range_label) start, end = name.split() (row_offset, column_offset) = a1_to_rowcol(start) (last_row, last_column) = a1_to_rowcol(end) values = data.get(, []) ...
Returns a list of :class:`Cell` objects from a specified range. :param name: A string with range value in A1 notation, e.g. 'A1:A5'. :type name: str Alternatively, you may specify numeric boundaries. All values index from 1 (one): :param first_row: Row number :type fir...
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def embeddedFileUpd(self, id, buffer=None, filename=None, ufilename=None, desc=None): return _fitz.Document_embeddedFileUpd(self, id, buffer, filename, ufilename, desc)
Change an embedded file given its entry number or name.
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def update_group(self, group_id, **kwargs): properties = {} if in kwargs: kwargs[] = kwargs.pop() for attr, value in kwargs.items(): properties[self._underscore_to_camelcase(attr)] = value data = { "properties": properties ...
Updates a group. :param group_id: The unique ID of the group. :type group_id: ``str``
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def evaluate(self, epoch, iteration, summary): batch_time = AverageMeter(False) tot_tok_per_sec = AverageMeter(False) iterations = AverageMeter(False) enc_seq_len = AverageMeter(False) dec_seq_len = AverageMeter(False) stats = {} output = [] for...
Runs evaluation on test dataset. :param epoch: index of the current epoch :param iteration: index of the current iteration :param summary: if True prints summary
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def check_nonbond(molecule, thresholds): for atom1 in range(molecule.graph.num_vertices): for atom2 in range(atom1): if molecule.graph.distances[atom1, atom2] > 2: distance = np.linalg.norm(molecule.coordinates[atom1] - molecule.coordinates[atom2]) if d...
Check whether all nonbonded atoms are well separated. If a nonbond atom pair is found that has an interatomic distance below the given thresholds. The thresholds dictionary has the following format: {frozenset([atom_number1, atom_number2]): distance} When random geometries are generated fo...
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def process(thumbnail_file, size, **kwargs): from . import conf size_dict = conf.SIZES[size] for processor in size_dict[]: processor[](thumbnail_file, **processor[]) return thumbnail_file
Post processors are functions that receive file objects, performs necessary operations and return the results as file objects.
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def empirical_retinotopy_data(hemi, retino_type): polar_angleeccentricityweight dat = _empirical_retinotopy_names[retino_type.lower()] hdat = {s.lower(): s for s in six.iterkeys(hemi.properties)} return next((hemi.prop(hdat[s.lower()]) for s in dat if s.lower() in hdat), None)
empirical_retinotopy_data(hemi, t) yields a numpy array of data for the given cortex object hemi and retinotopy type t; it does this by looking at the properties in hemi and picking out any combination that is commonly used to denote empirical retinotopy data. These common names are stored in _empirical_ret...
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def add_prefix(dict_like, prefix): if not isinstance(dict_like, dict): try: dict_like = dict(dict_like) except Exception as e: raise ValueError("{0}\nCan't convert container to dict: " "{1}".format(e, dict_like)) return {prefix + k: v for...
takes a dict (or dict-like object, e.g. etree._Attrib) and adds the given prefix to each key. Always returns a dict (via a typecast). Parameters ---------- dict_like : dict (or similar) a dictionary or a container that implements .items() prefix : str the prefix string to be prepend...
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def bold(s, *, escape=True): r if escape: s = escape_latex(s) return NoEscape(r + s + )
r"""Make a string appear bold in LaTeX formatting. bold() wraps a given string in the LaTeX command \textbf{}. Args ---- s : str The string to be formatted. escape: bool If true the bold text will be escaped Returns ------- NoEscape The formatted string. E...
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def getMedia(self, uri): r = self.doQuery( + uri) if r.status_code == 200: content_type = if in r.headers: content_type = r.headers[] cache_control = None if in r.headers: cache_control = r.headers[] ...
Return a tuple with a media and his content-type. Don't cache anything !
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def generate_certificate( ctx, slot, management_key, pin, public_key, subject, valid_days): controller = ctx.obj[] _ensure_authenticated( ctx, controller, pin, management_key, require_pin_and_key=True) data = public_key.read() public_key = serialization.load_pem_public_key( ...
Generate a self-signed X.509 certificate. A self-signed certificate is generated and written to one of the slots on the YubiKey. A private key need to exist in the slot. \b SLOT PIV slot where private key is stored. PUBLIC-KEY File containing a public key. Use '-' to use stdin.
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def find_first_declaration( declarations, decl_type=None, name=None, parent=None, recursive=True, fullname=None): decl_matcher = algorithm.match_declaration_t( decl_type=decl_type, name=name, fullname=fullname, parent=parent) ...
Returns first declaration that match criteria, defined by developer. For more information about arguments see :class:`match_declaration_t` class. :rtype: matched declaration :class:`declaration_t` or None
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def from_named_function(cls, function): if not getattr(function, , ): raise TypeError() return cls.from_lambda(function.__name__, function)
Make a :class:`SassFunction` object from the named ``function``. Function name and arguments are automatically inspected. :param function: the named function to be called :type function: :class:`types.FunctionType` :returns: a custom function wrapper of the ``function`` :rtype: ...
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def format_output(data, fmt=): if isinstance(data, utils.string_types): if fmt in (, ): return json.dumps(data) return data if hasattr(data, ): if fmt == : return str(format_prettytable(data)) elif fmt == : return str(format_no_tty...
Given some data, will format it for console output. :param data: One of: String, Table, FormattedItem, List, Tuple, SequentialOutput :param string fmt (optional): One of: table, raw, json, python
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def build_undercloud_on_libvirt(self, image_path, rhsm=None, repositories=[]): self.run() self.fetch_image(path=image_path, dest=, user=) self.run("LIBGUESTFS_BACKEND=direct virt-customize -a /home/stack/gues...
Build the Undercloud by using instack-virt-setup script.
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def _proxy(self): if self._context is None: self._context = AuthRegistrationsCredentialListMappingContext( self._version, account_sid=self._solution[], domain_sid=self._solution[], sid=self._solution[], ) re...
Generate an instance context for the instance, the context is capable of performing various actions. All instance actions are proxied to the context :returns: AuthRegistrationsCredentialListMappingContext for this AuthRegistrationsCredentialListMappingInstance :rtype: twilio.rest.api.v2010.acc...
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def prompt_choice(prompt, possibilities, default=None, only_in_poss=True, show_default=True, prompt_suffix=, color=None): assert len(possibilities) >= 1 assert not only_in_poss or default is None or default in possibilities, % default contains_spaces = any( in poss for poss in pos...
Prompt for a string in a given range of possibilities. This also sets the history to the list of possibilities so the user can scroll is with the arrow to find what he wants, If only_in_poss is False, you are not guaranteed that this will return one of the possibilities.
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def run(*args, **kwargs): luigi_run_result = _run(*args, **kwargs) return luigi_run_result if kwargs.get() else luigi_run_result.scheduling_succeeded
Please dont use. Instead use `luigi` binary. Run from cmdline using argparse. :param use_dynamic_argparse: Deprecated and ignored
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def get_calling_file(file_path=None, result=): if file_path is None: path = inspect.stack()[1][1] else: path = file_path name = path.split()[-1].split()[0] if result == : return name elif result == : return path else: return path, name
Retrieve file_name or file_path of calling Python script
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def config(self, config_text, plane): NO_CONFIGURATION_CHANGE = re.compile("No configuration changes to commit") CONFIGURATION_FAILED = re.compile("show configuration failed") CONFIGURATION_INCONSITENCY = re.compile("No configuration commits for this SDR will be allowed until " ...
Apply config.
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def get_assessment_taken_lookup_session_for_bank(self, bank_id): if not self.supports_assessment_taken_lookup(): raise errors.Unimplemented() return sessions.AssessmentTakenLookupSession(bank_id, runtime=self._runtime)
Gets the ``OsidSession`` associated with the assessment taken lookup service for the given bank. arg: bank_id (osid.id.Id): the ``Id`` of the bank return: (osid.assessment.AssessmentTakenLookupSession) - an ``AssessmentTakenLookupSession`` raise: NotFound - ``bank_id`` not f...
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def subnet_2_json(self): LOGGER.debug("Subnet.subnet_2_json") json_obj = { : self.id, : self.name, : self.description, : self.ip, : self.mask, : self.routing_area_id, : self.ipAddress_ids, : self.loc...
transform ariane_clip3 subnet object to Ariane server JSON obj :return: Ariane JSON obj
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def write_points(self, fid): for nr, point in enumerate(self.Points): fid.write( .format( nr + 1, point[0], point[1], self.Charlengths[nr]))
Write the grid points to the GMSH-command file. Parameters ---------- fid: file object for the command file (.geo)
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def plot_sector_allocations(returns, sector_alloc, ax=None, **kwargs): if ax is None: ax = plt.gca() sector_alloc.plot(title=, alpha=0.5, ax=ax, **kwargs) box = ax.get_position() ax.set_position([box.x0, box.y0 + box.height * 0.1, box.width, box...
Plots the sector exposures of the portfolio over time. Parameters ---------- returns : pd.Series Daily returns of the strategy, noncumulative. - See full explanation in tears.create_full_tear_sheet. sector_alloc : pd.DataFrame Portfolio allocation of positions. See pos.get_sect...
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def transfer_pos_tags(self): tagged_words = [] for word,t in self.transfer_pos_tagger.annotate(self.words): word.pos_tag = t tagged_words.append((word, t)) return tagged_words
Returns an list of tuples of the form (word, POS tag), using transfer POS tagger
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def collect_summary_stats(data): mean = np.mean(data, axis=0) std = np.std(data, axis=0) median = np.median(data, axis=0) q02, q16, q84, q97 = np.percentile(data, [2.5, 16, 84, 97.5], axis=0) o = dict(mean=mean, std=std, median=median, q02=q02, ...
Collect summary statisitics from an array This creates a dictionry of output arrays of summary statistics, with the input array dimension reducted by one. Parameters ---------- data : `numpy.ndarray` Array with the collected input data Returns ------- output : dict ...
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def git_checkout(branch_name, create=False): log.info("Checking out <33>{}".format(branch_name)) shell.run(.format( if create else , branch_name))
Checkout or create a given branch Args: branch_name (str): The name of the branch to checkout or create. create (bool): If set to **True** it will create the branch instead of checking it out.
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def _remove_vm(name, datacenter, service_instance, placement=None, power_off=None): results = {} if placement: (resourcepool_object, placement_object) = \ salt.utils.vmware.get_placement(service_instance, datacenter, ...
Helper function to remove a virtual machine name Name of the virtual machine service_instance vCenter service instance for connection and configuration datacenter Datacenter of the virtual machine placement Placement information of the virtual machine
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def get_list_positions_obj(client, positions_obj_id): return endpoint_helpers.get_endpoint_obj(client, client.api.Endpoints.LIST_POSITIONS, positions_obj_id)
Gets the object that defines how lists are ordered (there will always be only one of these) See https://developer.wunderlist.com/documentation/endpoints/positions for more info Return: A ListPositionsObj-mapped object defining the order of list layout
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def load_yaml(self, _yaml: YamlDocument) -> AugmentedDict: return self.augment(self._load_plain_yaml(_yaml), document=_yaml)
Loads a partial yaml and augments it. A partial yaml in this context is a yaml that is syntactically correct, but is not yet complete in terms of content. The yaml will be completed by augmenting with some external resources and/or executing so called extensions. Args: _yaml...
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def setAdvancedAction(self, standardAction, advancedAction): if advancedAction: self._advancedMap[standardAction] = advancedAction margins = list(self.getContentsMargins()) margins[2] = 22 self.setContentsMargins(*margins) elif s...
Links an advanced action with the inputed standard action. This will \ create a tool button alongside the inputed standard action when the \ menu is displayed. If the user selects the advanced action, then the \ advancedAction.triggered signal will be emitted. :param stan...
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def _attach_objects_post_save_hook(self, cls, data, pending_relations=None): unprocessed_pending_relations = [] if pending_relations is not None: for post_save_relation in pending_relations: object_id, field, id_ = post_save_relation if self.id == id_: target = field.model.objects.get(id=...
Gets called by this object's create and sync methods just after save. Use this to populate fields after the model is saved. :param cls: The target class for the instantiated object. :param data: The data dictionary received from the Stripe API. :type data: dict
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def pic_loggedrequiredremoterelease_v1(self): log = self.sequences.logs.fastaccess rec = self.sequences.receivers.fastaccess log.loggedrequiredremoterelease[0] = rec.d[0]
Update the receiver link sequence.
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def prepare_response_header(origin_header, segment): if origin_header and origin_header.sampled == : new_header = TraceHeader(root=segment.trace_id, sampled=segment.sampled) else: new_header = TraceHeader(root=segment.trace_id) return new_header.to_head...
Prepare a trace header to be inserted into response based on original header and the request segment.
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def _escape(value): if isinstance(value, (list, tuple)): value = ",".join(value) elif isinstance(value, (date, datetime)): value = value.isoformat() elif isinstance(value, bool): value = str(value).lower() elif isinstance(value, bytes): return...
Escape a single value of a URL string or a query parameter. If it is a list or tuple, turn it into a comma-separated string first.
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async def list_batches(self, request): paging_controls = self._get_paging_controls(request) validator_query = client_batch_pb2.ClientBatchListRequest( head_id=self._get_head_id(request), batch_ids=self._get_filter_ids(request), sorting=self._get_sorting_messa...
Fetches list of batches from validator, optionally filtered by id. Request: query: - head: The id of the block to use as the head of the chain - id: Comma separated list of batch ids to include in results Response: data: JSON array of fully expan...
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def a_unexpected_prompt(ctx): prompt = ctx.ctrl.match.group(0) ctx.msg = "Received the jump host prompt: ".format(prompt) ctx.device.connected = False ctx.finished = True raise ConnectionError("Unable to connect to the device.", ctx.ctrl.hostname)
Provide message when received humphost prompt.
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def detach(self, result, sync=True): count = 0 if sync and result.attached(): self.send() fetch = self.fetch while result.attached(): count += fetch() if self._last_result is result: self._last_result = None i...
Detach a result from this session by fetching and buffering any remaining records. :param result: :param sync: :returns: number of records fetched
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def mark_notifications_as_read(self, last_read_at=datetime.datetime.utcnow()): assert isinstance(last_read_at, datetime.datetime) put_parameters = { "last_read_at": last_read_at.strftime() } headers, data = self._requester.requestJsonAndCheck( "PUT", ...
:calls: `PUT /notifications <https://developer.github.com/v3/activity/notifications>`_ :param last_read_at: datetime
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def _prepare_template(self, obj, needs_request=False): if self.instance_name is None and self.template_name is None: raise SearchFieldError("This field requires either its instance_name variable to be populated or an explicit template_name in order to load the correct template.") i...
This is a copy of CharField.prepare_template, except that it adds a fake request to the context, which is mainly needed to render CMS placeholders
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def gengraphs(pth, nopyfftw): srcmodflt = srcqnmflt = r dstqnmflt = r fnmsub = (, ) grpflt = r lnkpfx = lnksub = (r, lnkpfx + r) fntsz = 9 fntfm = kwargs = {: fntsz, : fntfm, : True} ct = jonga.CallTracer(srcmodflt=srcmodflt, srcqnmflt=srcqnmflt, ...
Generate call graph images when necessary. Parameter pth is the path to the directory in which images are to be created. Parameter nopyfftw is a flag indicating whether it is necessary to avoid using pyfftw.
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def from_dynacRepr(cls, pynacRepr): f = float(pynacRepr[1][0][0]) p = [int(pynacRepr[1][0][1])] return cls(f, p)
Construct a ``Steerer`` instance from the Pynac lattice element
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def detectAllKws(self): kwslist = [] for line in self.file_lines: line = .join(line.strip().split()) if line.startswith("!"): continue if in line: kw_name = line.split()[0] if set(kw_n...
Detect all keyword from infile, return as a list USAGE: kwslist = detectAllKws()
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def dotd(A, B): r A = asarray(A, float) B = asarray(B, float) if A.ndim == 1 and B.ndim == 1: return dot(A, B) out = empty((A.shape[0],), float) out[:] = sum(A * B.T, axis=1) return out
r"""Diagonal of :math:`\mathrm A\mathrm B^\intercal`. If ``A`` is :math:`n\times p` and ``B`` is :math:`p\times n`, it is done in :math:`O(pn)`. Args: A (array_like): Left matrix. B (array_like): Right matrix. Returns: :class:`numpy.ndarray`: Resulting diagonal.
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def read(data, fmt_str): size = struct.calcsize(fmt_str) return struct.unpack(fmt_str, data[:size]), data[size:]
Reads input bytes and extract the given structure. Returns both the read elements and the remaining data :param data: Data as bytes :param fmt_str: Struct unpack format string :return: A tuple (results as tuple, remaining data)
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def selectmenuitem(self, window_name, object_name): menu_handle = self._get_menu_handle(window_name, object_name) if not menu_handle.AXEnabled: raise LdtpServerException(u"Object %s state disabled" % object_name) menu_handle.Press() return 1
Select (click) a menu item. @param window_name: Window name to look for, either full name, LDTP's name convention, or a Unix glob. @type window_name: string @param object_name: Object name to look for, either full name, LDTP's name convention, or a Unix glob. Or menu heirarchy ...
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def label_rigid_bodies(self, discrete_bodies=None, rigid_particles=None): if discrete_bodies is not None: if isinstance(discrete_bodies, string_types): discrete_bodies = [discrete_bodies] if rigid_particles is not None: if isinstance(rigid_particles, stri...
Designate which Compounds should be treated as rigid bodies If no arguments are provided, this function will treat the compound as a single rigid body by providing all particles in `self` with the same rigid_id. If `discrete_bodies` is not None, each instance of a Compound with a name f...
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def derivatives(self, x, y, theta_E, center_x=0, center_y=0): x_shift = x - center_x y_shift = y - center_y R = np.sqrt(x_shift*x_shift + y_shift*y_shift) if isinstance(R, int) or isinstance(R, float): a = theta_E / max(0.000001, R) else: a=np.emp...
returns df/dx and df/dy of the function
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def _build_wells(self) -> List[Well]: return [ Well( self._well_definition[well], Location(self._calibrated_offset, self), "{} of {}".format(well, self._display_name), self.is_tiprack) for well in self._ordering]
This function is used to create one instance of wells to be used by all accessor functions. It is only called again if a new offset needs to be applied.
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def EmitProto(cls): result = "message %s {\n" % cls.__name__ for _, desc in sorted(iteritems(cls.type_infos_by_field_number)): result += desc.Definition() result += "}\n" return result
Emits .proto file definitions.
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def authorize(self, login, password, scopes=None, note=, note_url=, client_id=, client_secret=): json = None with self._session.temporary_basic_auth(*auth): json = self._json(self._post(url, data=data), 201) return Authorization(json, sel...
Obtain an authorization token from the GitHub API for the GitHub API. :param str login: (required) :param str password: (required) :param list scopes: (optional), areas you want this token to apply to, i.e., 'gist', 'user' :param str note: (optional), note about the ...
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def _make_headers(config, kwargs): headers = kwargs.get() headers = headers.copy() if headers is not None else {} headers[] = config.args.user_agent kwargs = kwargs.copy() kwargs[] = headers return kwargs
Replace the kwargs with one where the headers include our user-agent
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def no_new_errors(new_data, old_data, strict=False): success = True score = 0 message = if new_data[] > old_data[]: success = False message = "Failed, More errors than prior runs!({} > {})\n" \ "Average Score: {}".format(new_data[], ...
Pylint Validator that will fail any review if there are new Pylint errors in it (Pylint message starts with 'E:') :param new_data: :param old_data: :return:
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def run_in_thread_pool(self, pool_size=None, func=None, *args): executor = Pool(pool_size) return self.loop.run_in_executor(executor, func, *args)
If `kwargs` needed, try like this: func=lambda: foo(*args, **kwargs)
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def update(self, job_binary_id, data): if self.version >= 2: UPDATE_FUNC = self._patch else: UPDATE_FUNC = self._update return UPDATE_FUNC( % job_binary_id, data, )
Update Job Binary. :param dict data: dict that contains fields that should be updated with new values. Fields that can be updated: * name * description * url * is_public * is_protected * extra - dict with the keys `user` and `passwo...
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def replace_all_tokens(self, token): b = self.data_buffer for y, row in b.items(): for x, char in row.items(): b[y][x] = _CHAR_CACHE[char.char, token]
For all the characters in the screen. Set the token to the given `token`.
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def display_as(self, name_type): if rname_rfc6680 is None: raise NotImplementedError("Your GSSAPI implementation does not " "support RFC 6680 (the GSSAPI naming " "extensions)") return rname_rfc6680.display...
Display this name as the given name type. This method attempts to display the current :class:`Name` using the syntax of the given :class:`NameType`, if possible. Warning: In MIT krb5 versions below 1.13.3, this method can segfault if the name was not *originally* creat...
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def resize_image_folder(bucket, key_prefix, pil_size): con = boto.connect_s3() b = con.get_bucket(bucket) for key in b.list(key_prefix): key = b.get_key(key.name) if not in key.content_type: continue size = key.get_metadata() if size == str(pil_size): ...
This function resizes all the images in a folder
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def parse_phone(parts, allow_multiple=False): text_subs = misc.phone_text_subs() Small = text_subs[] Magnitude = text_subs[] Others = text_subs[] phone_pattern = r phone_pattern_spaces = r found_phones = [] return_parts = [] for part in parts: body = part body = re.sub(r, , ...
Parse the phone number from the ad's parts parts -> The backpage ad's posting_body, separated into substrings allow_multiple -> If false, arbitrarily chooses the most commonly occurring phone
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def count(cls, cur, table:str, where_keys: list=None): if where_keys: where_clause, values = cls._get_where_clause_with_values(where_keys) query = cls._count_query_where.format(table, where_clause) q, t = query, values else: query = cls._count_qu...
gives the number of records in the table Args: table: a string indicating the name of the table Returns: an integer indicating the number of records in the table
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def close(self): if self.sock: self.sock.close() self.sock = None if self.__response: self.__response.close() self.__response = None self.__state = _CS_IDLE
Close the connection to the HTTP server.
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def appendQKeyEvent(self, keyEvent: QtGui.QKeyEvent): self.keylistKeyEvent.append(keyEvent) mod = keyEvent.modifiers() key = keyEvent.key() self.keylistQtConstants.append((int(mod), key))
Append another key to the key sequence represented by this object. |Args| * ``keyEvent`` (**QKeyEvent**): the key to add. |Returns| **None** |Raises| * **QtmacsArgumentError** if at least one argument has an invalid type.
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def clean(self): if self.cleaned_data.get(, None) \ and not self.cleaned_data.get(, None): self.add_error( , _(), ) super().clean()
Validates the form.
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def __call(self, *args, **kwargs): self.__called = True if self.__xml: self.__cmd.append() if not self.__refresh and not in args: self.__cmd.append() if self.__root: self.__cmd.extend([, self.__root]) self.__cmd.extend(args) ...
Call Zypper. :param state: :return:
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def check_output_directory(self, path): if not os.path.isdir(path): self.print_error(u"Directory does not exist" % (path)) return False test_file = os.path.join(path, u"file.test") if not gf.file_can_be_written(test_file): self.print_error(u"Unable t...
If the given directory cannot be written, emit an error and return ``False``. Otherwise return ``True``. :param path: the path of the output directory :type path: string (path) :rtype: bool
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def _add_url_rule(self, app): app.url_map.converters[] = RegexConverter app.add_url_rule( app.config[] + , app.config[], self.handle_request ) return app
Add url rule for get filtered images :param app: Flask application :return: Flask application
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def generate_blocks(self, assume_complete_blocks=None): _track_assume_blocks = self.assume_complete_blocks try: if assume_complete_blocks != None: self.assume_complete_blocks = assume_complete_blocks if self.processed_tables == None: ...
Identifies and extracts all blocks from the input tables. These blocks are logical identifiers for where related information resides in the original table. Any block can be converted into a row-titled table which can then be stitched together with other tables from other blocks to form a fully c...
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def write_hits_in_events(hit_table_in, hit_table_out, events, start_hit_word=0, chunk_size=5000000, condition=None): if len(events) > 0: min_event = np.amin(events) max_event = np.amax(events) logging.debug("Write hits from hit number >= %d that exists in the selected %d events with %...
Selects the hits that occurred in events and writes them to a pytable. This function reduces the in RAM operations and has to be used if the get_hits_in_events function raises a memory error. Also a condition can be set to select hits. Parameters ---------- hit_table_in : pytable.table hit_table_ou...
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def _raw_hex_id(obj):
Return the padded hexadecimal id of ``obj``.
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def _get_entity_pair(self, entity_id): entity = self._entities.get(entity_id) try: input_entity = utils.get_input_peer(entity) except TypeError: try: input_entity = self._client._entity_cache[entity_id] except KeyError: ...
Returns ``(entity, input_entity)`` for the given entity ID.
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def match_regex(input_str, pattern, language, context, case_insensitive=True): if type(context) is str: contexts = [, ] assert context in contexts or type(context) is int, .format(contexts) else: context = int(context) for match in _regex_span(pattern, input_str, case_insensitiv...
Take input string and a regex pattern, then yield generator of matches in desired format. TODO: Rename this `match_pattern` and incorporate the keyword expansion code currently in search_corpus. :param input_str: :param pattern: :param language: :param context: Integer or 'sentence' 'p...
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def get_msgs_for_lagged_nodes(self) -> List[ViewChangeDone]: messages = [] accepted = self._accepted_view_change_done_message if accepted: messages.append(ViewChangeDone(self.last_completed_view_no, *accepted)) elif self.name in se...
Returns the last accepted `ViewChangeDone` message. If no view change has happened returns ViewChangeDone with view no 0 to a newly joined node