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def set_printer(self, file_name, basename): """initialize DotWriter and add options for layout. """ layout = dict(rankdir="BT") self.printer = DotBackend(basename, additional_param=layout) self.file_name = file_name
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def core_choice_fields(metadata_class): """ If the 'optional' core fields (_site and _language) are required, list them here. """ fields = [] if metadata_class._meta.use_sites: fields.append('_site') if metadata_class._meta.use_i18n: fields.append('_language') return fi...
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def transform(self, data=None): """ Return transformed data, or transform new data using the same model parameters Parameters ---------- data : numpy array, pandas dataframe or list of arrays/dfs The data to transform. If no data is passed, the xform_data fr...
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def to_email(email_class, email, language=None, **data): """ Send email to specified email address """ if language: email_class().send([email], language=language, **data) else: email_class().send([email], translation.get_language(), **data)
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def _guess_normalized(self): """Returns true if the collated counts in `self._results` appear to be normalized. Notes ----- It's possible that the _results df has already been normalized, which can cause some methods to fail. This method lets us guess whether that's true and act...
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def _get_op_name(op, special): """ Find the name to attach to this method according to conventions for special and non-special methods. Parameters ---------- op : binary operator special : bool Returns ------- op_name : str """ opname = op.__name__.strip('_') if spe...
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def iterbyscore(self, min='-inf', max='+inf', start=None, num=None, withscores=False, reverse=None): """ Return a range of values from the sorted set name with scores between @min and @max. If @start and @num are specified, then return a slice of the rang...
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def convert2(self, imtls, sids): """ Convert a probability map into a composite array of shape (N,) and dtype `imtls.dt`. :param imtls: DictArray instance :param sids: the IDs of the sites we are interested in :returns: an array of cur...
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def _cell_scalar(self, name=None): """ Returns the cell scalars of a vtk object Parameters ---------- name : str Name of cell scalars to retrive. Returns ------- scalars : np.ndarray Numpy array of scalars """ if ...
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def application_version_set(version): """Charm authors may trigger this command from any hook to output what version of the application is running. This could be a package version, for instance postgres version 9.5. It could also be a build number or version control revision identifier, for instance git...
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def assign_machine(self, machine, lock_type, token): """Assigns the machine object associated with this direct-type session or informs the session that it will be a remote one (if @a machine == @c null). in machine of type :class:`IMachine` in lock_type of type :class:`LockType...
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def index_record(self, json_path): """ Import `json_path` and remove it if :attr:`keep_json` is false. """ self.logger.debug('Indexing record: %s', json_path) json_path = os.path.abspath(json_path) self.check_path(json_path, '`json_path`') with open(json_path) as...
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def _fake_designspace(self, ufos): """Build a fake designspace with the given UFOs as sources, so that all builder functions can rely on the presence of a designspace. """ designspace = designspaceLib.DesignSpaceDocument() ufo_to_location = defaultdict(dict) # Make weig...
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def fetch_googl(): """Returns stock prices for Google company.""" yql = YQL('GOOGL', '2014-01-01', '2014-01-10') for item in yql: print item.get('date'), item.get('price') yql.select('GOOGL', '2014-01-01', '2014-01-10') for item in yql: print item.get('date'), item.get('price')
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def get_enterprise_customer_user(user_id, enterprise_uuid): """ Return the object for EnterpriseCustomerUser. Arguments: user_id (str): user identifier enterprise_uuid (UUID): Universally unique identifier for the enterprise customer. Returns: (EnterpriseCustomerUser): enterpri...
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def dict(cls): """ Return a dict containing all of the configuration properties :returns: (dict) containing all configuration properties. """ if cls._properties is None: cls._readStdConfigFiles() # Make a copy so we can update any current values obtained from environment # variables ...
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def live_dirs(self): """Yields directories that must exist for this VersionedTarget to function.""" # The only caller of this function is the workdir cleaning pipeline. It is not clear that the previous_results_dir # should be returned for that purpose. And, by the time this is called, the contents have alr...
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def _dump_to_text(self, with_stats): """ Dump the models into a list of strings. Each string is a text representation of a tree. Parameters ---------- with_stats : bool If true, include node statistics in the output. Returns ------- o...
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def volume(self, volume): """See `volume`.""" # max 100 volume = int(volume) self._volume = max(0, min(volume, 100))
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def _to_mwtab(self): """Save :class:`~mwtab.mwtab.MWTabFile` in `mwtab` formatted string. :return: NMR-STAR string. :rtype: :py:class:`str` """ mwtab_str = io.StringIO() self.print_file(mwtab_str) return mwtab_str.getvalue()
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def github_belspec_files(spec_dir, force: bool = False): """Get belspec files from Github repo Args: spec_dir: directory to store the BEL Specification and derived files force: force update of BEL Specifications from Github - skipped if local files less than 1 day old """ if not force...
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def _hash(self, string, hash_type): """Hash a string using MPQ's hash function.""" hash_types = { 'TABLE_OFFSET': 0, 'HASH_A': 1, 'HASH_B': 2, 'TABLE': 3 } seed1 = 0x7FED7FED seed2 = 0xEEEEEEEE for ch in string.upper(): ...
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def _init_volume_service(self, version): """ Method to initialize the Volume Service from the config data Args: version (string): Version of Boss API to use. Returns: None Raises: (KeyError): if given invalid version. """ vol...
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def draw_multiplet(ax, fine_state, p, hmin, w, fside='right', label_separation=1, label_fontsize=15, fsize=10, deltanu_fontsize=6, proportional=False, text='', text_pos='top', magnetic_lines=False, **kwds): r"""We draw a multiplet.""" # We determine ...
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def elevation(client, locations): """ Provides elevation data for locations provided on the surface of the earth, including depth locations on the ocean floor (which return negative values) :param locations: List of latitude/longitude values from which you wish to calculate elevation data. ...
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def main(argv=None): """ben-tpl entry point""" arguments = cli_common(__doc__, argv=argv) plugin = 'benchmark' if arguments['benchmark'] else None if arguments['-g']: template.generate_config(plugin, arguments['<FILE>']) else: with open(arguments['<FILE>']) as istr: cont...
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def to_det_id(self, det_id_or_det_oid): """Convert det ID or OID to det ID""" try: int(det_id_or_det_oid) except ValueError: return self.get_det_id(det_id_or_det_oid) else: return det_id_or_det_oid
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def work(self, burst=False, logging_level=logging.INFO): """ Spawning a greenlet to be able to kill it when it's blocked dequeueing job :param burst: if it's burst worker don't need to spawn a greenlet """ # If the is a burst worker it's not needed to spawn greenlet if bu...
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def sphinx_dir(self): """Returns directory with sphinx documentation, if there is such. Returns: Full path to sphinx documentation dir inside the archive, or None if there is no such. """ # search for sphinx dir doc/ or docs/ under the first directory in #...
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def numeric(basetype, min_=None, max_=None): """Validator for numeric params""" min_ = basetype(min_) if min_ is not None else None max_ = basetype(max_) if max_ is not None else None def _numeric(string): value = basetype(string) if min_ is not None and value < min_ or max_ is not None...
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def _MakeGroupFromRootSection(root_section, undefined_str): """Construct a dictinary { template name -> Template() instance } Args: root_section: _Section instance -- root of the original parse tree """ group = {} for statement in root_section.Statements(): if isinstance(statement, six.stri...
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def make_diffuse_comp_info_dict(self, galkey): """ Make a dictionary maping from merged component to information about that component Parameters ---------- galkey : str A short key identifying the galprop parameters """ galprop_rings = self.read_galprop_ring...
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def get_pmid_by_keyword(keyword: str, graph: Optional[BELGraph] = None, pubmed_identifiers: Optional[Set[str]] = None, ) -> Set[str]: """Get the set of PubMed identifiers beginning with the given keyword string. :param keyword: The beg...
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def create_select_query(self, tokens): """ Parse tokens of select query :param tokens: A list of InfluxDB query tokens """ if not tokens[Keyword.SELECT]: return None if not tokens[Keyword.FROM]: return None return SelectQuery( ...
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def parse_mode(mode, default_bitdepth=None): """Parse PIL-style mode and return tuple (grayscale, alpha, bitdeph)""" # few special cases if mode == 'P': # Don't know what is pallette raise Error('Unknown colour mode:' + mode) elif mode == '1': # Logical return (True, Fals...
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def bed(args): """ %prog bed pslfile Convert to bed format. """ p = OptionParser(bed.__doc__) p.set_outfile() opts, args = p.parse_args(args) if len(args) != 1: sys.exit(not p.print_help()) pslfile, = args fw = must_open(opts.outfile, "w") psl = Psl(pslfile) ...
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def multi_shift(df, window): """ get last N rows RELATIVE to another row in pandas http://stackoverflow.com/questions/25724056/how-to-get-last-n-rows-relative-to-another-row-in-pandas-vector-solution """ if isinstance(df, pd.Series): df = pd.DataFrame(df) dfs = [df.shift(i) for i in np....
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def pop_item(self): """T.pop_item() -> (k, v), remove and return some (key, value) pair as a 2-tuple; but raise KeyError if T is empty. """ if self.is_empty(): raise KeyError("pop_item(): tree is empty") node = self._root while True: if node.left i...
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def _is_authenticated(self): """Checks if credentials allow for authenticated carto access""" if not self.auth_api_client.is_valid_api_key(): raise CartoException( 'Cannot authenticate user `{}`. Check credentials.'.format( self.creds.username()))
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def gev_expval(xi, mu=0, sigma=1): """ Expected value of generalized extreme value distribution. """ return mu - (sigma / xi) + (sigma / xi) * flib.gamfun(1 - xi)
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def load_handfile(path, importer=None): """ 导入传入的 ``handfile`` 文件路径,并返回(docstring, callables) 也就是 handfile 包的 ``__doc__`` 属性 (字符串) 和一个 ``{'name': callable}`` 的字典,包含所有通过 mohand 的 command 测试的 callables :param str path: 待导入的 handfile 文件路径 :param function importer: 可选,包导入函数,默认为 ``__import__`` ...
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def entrypoint_script(*lines): 'write lines to /entrypoint and hint it as default command' lines = list(lines) if lines and not lines[0].startswith('#!'): lines.insert(0, '#!/bin/sh') return eval([['entrypoint', '/entrypoint'], ['write-script', '/entrypoint'] + lines])
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def convert_timestamps(obj): """ Convert unix timestamps in the scraper output to python datetimes so that they will be saved properly as Mongo datetimes. """ for key in ('date', 'when', 'end', 'start_date', 'end_date'): value = obj.get(key) if value: try: ...
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def rollout(env, acts): """ Perform a rollout using a preset collection of actions """ total_rew = 0 env.reset() steps = 0 for act in acts: _obs, rew, done, _info = env.step(act) steps += 1 total_rew += rew if done: break return steps, total_r...
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def decrease_reads_in_percent( current_provisioning, percent, min_provisioned_reads, log_tag): """ Decrease the current_provisioning with percent % :type current_provisioning: int :param current_provisioning: The current provisioning :type percent: int :param percent: How many percent shoul...
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def apply(self, collection, ops, **kwargs): """Apply the filter to collection.""" validator = lambda obj: all(op(obj, val) for (op, val) in ops) # noqa return [o for o in collection if validator(o)]
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def setRandomCenters(self, dim, weight, seed): """ Set the initial centres to be random samples from a gaussian population with constant weights. """ rng = random.RandomState(seed) clusterCenters = rng.randn(self._k, dim) clusterWeights = tile(weight, self._k) ...
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def write_diversity_metrics(data, sample_ids, fp=None): """ Given a dictionary of diversity calculations (keyed by method) write out the data to a file. """ if fp is None: fp = "./diversity_data.txt" with open(fp, "w") as outf: out = csv.writer(outf, delimiter="\t") out....
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def _on_interface_opened(self, success, result, failure_reason, context, next_characteristic=None): """Callback function called when the notification related to an interface has been enabled. It is executed in the baBLE working thread: should not be blocking. Args: success (bool): A...
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def get_comment_section(self, force_reload=False, reverse=False): """Get CommentSection instance representing all comments for thread. :arg force_reload=False: Whether to force reloading comments directly or allow using what is cached ...
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def update_dns(self, new_ip): """Call No-IP API based on dict login_info and return the status code. """ headers = None if self.auth_type == 'T': api_call_url = self._base_url.format(hostname=self.hostname, token=self.auth.tok...
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def copy_analysis_files(cls, orig_dir, dest_dir, copyfiles): """ Copy a list of files from orig_dir to dest_dir""" for pattern in copyfiles: glob_path = os.path.join(orig_dir, pattern) files = glob.glob(glob_path) for ff in files: f = os.path.basename(...
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def extend(*args): """shallow dictionary merge Args: a: dict to extend b: dict to apply to a Returns: new instance of the same type as _a_, with _a_ and _b_ merged. """ if not args: return {} first = args[0] rest = args[1:] out = type(first)(first) ...
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def guessoffset(args): """ %prog guessoffset fastqfile Guess the quality offset of the fastqfile, whether 33 or 64. See encoding schemes: <http://en.wikipedia.org/wiki/FASTQ_format> SSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSSS............................... ..........................XXXXXXXXX...
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def document_geom(geom): """ Create a structured documentation for the geom It replaces `{usage}`, `{common_parameters}` and `{aesthetics}` with generated documentation. """ # Dedented so that it lineups (in sphinx) with the part # generated parts when put together docstring = dedent(ge...
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def admin_obj_link(obj, display=''): """Returns a link to the django admin change list with a filter set to only the object given. :param obj: Object to create the admin change list display link for :param display: Text to display in the link. Defaults to string call of the object ...
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def xray_driver_removed_handler(self, unused_channel, data): """Handle a notification that a driver has been removed. Args: unused_channel: The message channel. data: The message data. """ gcs_entries = ray.gcs_utils.GcsTableEntry.GetRootAsGcsTableEntry( ...
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def parse_content_transfer_encoding_header(value): """ mechanism """ # We should probably validate the values, since the list is fixed. cte_header = ContentTransferEncoding() if not value: cte_header.defects.append(errors.HeaderMissingRequiredValue( "Missing content transfer enc...
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def get_mac_address_table_output_mac_address_table_vlanid(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_mac_address_table = ET.Element("get_mac_address_table") config = get_mac_address_table output = ET.SubElement(get_mac_address_table, "ou...
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def create_apikey_model(user_model): """ Generate ApiKey model class and connect it with :user_model:. ApiKey is generated with relationship to user model class :user_model: as a One-to-One relationship with a backreference. ApiKey is set up to be auto-generated when a new :user_model: is created. ...
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def compute(self): """Compute and return the signature according to the given data.""" if "Signature" in self.params: raise RuntimeError("Existing signature in parameters") if self.signature_version is not None: version = self.signature_version else: v...
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def fetch_query_from_pgdb(self, qname, query, con, cxn, limit=None, force=False): """ Supply either an already established connection, or connection parameters. The supplied connection will override any separate cxn parameter :param qname: The name of the query to save the output to ...
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def getFreeEnergyDifferences(self, compute_uncertainty=True, uncertainty_method=None, warning_cutoff=1.0e-10, return_theta=False): """Get the dimensionless free energy differences and uncertainties among all thermodynamic states. Parameters ---------- compute_uncertainty : bool, option...
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def _get_asset_load(self, asset_type): """ Helper function to dynamically create *_load_time properties. Return value is in ms. """ if asset_type == 'initial': return self.actual_page['time'] elif asset_type == 'content': return self.pageTimings['o...
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def ecg_process(ecg, rsp=None, sampling_rate=1000, filter_type="FIR", filter_band="bandpass", filter_frequency=[3, 45], segmenter="hamilton", quality_model="default", hrv_features=["time", "frequency"], age=None, sex=None, position=None): """ Automated processing of ECG and RSP signals. Parameters ----...
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def get_widget(self, index=None, path=None, tabs=None): """Get widget by index. If no tabs and index specified the current active widget is returned. """ if (index and tabs) or (path and tabs): return tabs.widget(index) elif self.plugin: return self.get_p...
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def load_data(self, filename, *args, **kwargs): """ load data from text file. :param filename: name of file to read :type filename: str :returns: data read from file using :func:`numpy.genfromtxt` :rtype: dict :raises: :exc:`~simkit.core.exceptions.UnnamedDataErr...
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def get_cookie_jar(self): """Returns our cookie jar.""" cookie_file = self._get_cookie_file() cookie_jar = LWPCookieJar(cookie_file) if os.path.exists(cookie_file): cookie_jar.load() else: safe_mkdir_for(cookie_file) # Save an empty cookie jar so we can change the file perms on it ...
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def _check_parameters(parameters, symbols): """ Checks that the parameters given are not empty. Ones with prefix symbols can be denoted by including the prefix in symbols """ for param in parameters: if not param: raise ValueError(EMPTY_PARAMETER) elif (param[0] in symbol...
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def get_number(s, cast=int): """ Try to get a number out of a string, and cast it. """ import string d = "".join(x for x in str(s) if x in string.digits) return cast(d)
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def delete_attributes(self, item_name, attributes=None, expected_values=None): """ Delete attributes from a given item. :type item_name: string :param item_name: The name of the item whose attributes are being deleted. :type attributes: dict, list or :...
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def _build(self, inputs): """Connects the _ConvNDTranspose module into the graph. If this is not the first time the module has been connected to the graph, the input Tensor provided here must have the same final N dimensions, in order for the existing variables to be the correct size for the multip...
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def from_xso_item(cls, xso_item): """ Create a :class:`Item` with the :attr:`jid` set to the :attr:`.xso.Item.jid` obtained from `xso_item`. Then update that instance with `xso_item` using :meth:`update_from_xso_item` and return it. """ item = cls(xso_item.jid) ...
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def take_node_screenshot(self, element, screenshot_path): from PIL import Image """Take a screenshot of a node Args: element (object): the proxy_element screenshot_path (str): the path where the screenshot will be saved """ temp_path = os.path.join(tempd...
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def find_loaders(scheme, protocols=None): """ Find all loaders that match the requested scheme and protocols. :param scheme: Any valid scheme. Examples would be something like ``ini`` or ``ini+pastedeploy``. :param protocols: Zero or more :term:`loader protocol` identifiers that the lo...
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async def get_blueprint_params(request, left: int, right: int) -> str: """ API Description: Multiply, left * right. This will show in the swagger page (localhost:8000/api/v1/). """ res = left * right return "{left}*{right}={res}".format(left=left, right=right, res=res)
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def validate_data_columns(self, data_columns, min_itemsize): """take the input data_columns and min_itemize and create a data columns spec """ if not len(self.non_index_axes): return [] axis, axis_labels = self.non_index_axes[0] info = self.info.get(axis, di...
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def reset(self, seed): """ Reset this generator's seed generator and any clones. """ logger.debug(f'Resetting {self} (seed={seed})') self.seed_generator.reset(seed) for c in self.clones: c.reset(seed)
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def get_browser_controller(browser=None): ''' Return a browser controller. Args: browser (str or None) : browser name, or ``None`` (default: ``None``) If passed the string ``'none'``, a dummy web browser controller is returned Otherwise, use the value to select an a...
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def _machine_check_connectivity(): """ This method calls to docker-machine on the command line and makes sure that it is up and ready. Potential improvements to be made: - Support multiple machine names (run a `docker-machine ls` and then see which machines are active. Use a priority li...
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def dateint_to_datetime(dateint): """Converts the given dateint to a datetime object, in local timezone. Arguments --------- dateint : int An integer object decipting a specific calendaric day; e.g. 20161225. Returns ------- datetime.datetime A timezone-unaware datetime obj...
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def _load_package_config(reload_=False): """Loads the package configurations from the global `acorn.cfg` file. """ global _packages from acorn.config import settings packset = settings("acorn", reload_) if packset.has_section("acorn.packages"): for package, value in packset.items("acorn....
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async def lookup_entities(client, args): """Search for entities by phone number, email, or gaia_id.""" lookup_spec = _get_lookup_spec(args.entity_identifier) request = hangups.hangouts_pb2.GetEntityByIdRequest( request_header=client.get_request_header(), batch_lookup_spec=[lookup_spec], ...
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def isNumber(self, value): """ Validate whether a value is a number or not """ try: str(value) float(value) return True except ValueError: return False
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def remove_child_objective_bank(self, objective_bank_id, child_id): """Removes a child from an objective bank. arg: objective_bank_id (osid.id.Id): the ``Id`` of an objective bank arg: child_id (osid.id.Id): the ``Id`` of the child raise: NotFound - ``objective_ba...
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def initinfo(self) -> Tuple[Union[float, int, bool], bool]: """The actual initial value of the given parameter. Some |Parameter| subclasses define another value for class attribute `INIT` than |None| to provide a default value. Let's define a parameter test class and prepare a function...
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def findAllSubstrings(string, substring): """ Returns a list of all substring starting positions in string or an empty list if substring is not present in string. :param string: a template string :param substring: a string, which is looked for in the ``string`` parameter. :returns: a list of subst...
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def _fn_with_meta(f, meta: Optional[lmap.Map]): """Return a new function with the given meta. If the function f already has a meta map, then merge the """ if not isinstance(meta, lmap.Map): raise TypeError("meta must be a map") if inspect.iscoroutinefunction(f): @functools.wraps(f) ...
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def _Open(self, path_spec, mode='rb'): """Opens the file system object defined by path specification. Args: path_spec (PathSpec): path specification. mode (Optional[str]): file access mode. Raises: AccessError: if the access to open the file was denied. IOError: if the file system ...
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def __build_signature(self, saml_data, relay_state, saml_type, sign_algorithm=OneLogin_Saml2_Constants.RSA_SHA1): """ Builds the Signature :param saml_data: The SAML Data :type saml_data: string :param relay_state: The target URL the user should be redirected to :type re...
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def relpath(path, start): """Get relative path to start. Note: Modeled after python2.6 :meth:`os.path.relpath`. """ path_items = path_list(path) start_items = path_list(start) # Find common parts of path. common = [] for pth, stt in zip(path_items, start_items): if pth != stt: ...
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def create_long_form_weights(model_obj, wide_weights, rows_to_obs=None): """ Converts an array of weights with one element per observation (wide-format) to an array of weights with one element per observation per available alternative (long-format). Parameters ---------- model_obj : an inst...
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def __get_axes(ax=None, fig=None): '''Get or construct the target axes object for a new plot. Parameters ---------- ax : matplotlib.pyplot.axes, optional If provided, return this axes object directly. fig : matplotlib.figure.Figure, optional The figure to query for axes. B...
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def to_dict(self,include_node_id=False,no_attributes=False,track_namespaces=False): """ This function is currently geared very much towards writing STIX/CybOX objects to a dictionary. That should not be the case -- the function needs to be generic just as the from_dict function. ...
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def ns_whois(self, nameservers, limit=DEFAULT_LIMIT, offset=DEFAULT_OFFSET, sort_field=DEFAULT_SORT): '''Gets the domains that have been registered with a nameserver or nameservers''' if not isinstance(nameservers, list): uri = self._uris["whois_ns"].format(nameservers) p...
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def _get_attributes(schema, location): """Return the schema's children, filtered by location.""" schema = DottedNameResolver(__name__).maybe_resolve(schema) def _filter(attr): if not hasattr(attr, "location"): valid_location = 'body' in location else: ...
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def _process_args(self, largs, rargs, values): """_process_args(largs : [string], rargs : [string], values : Values) Process command-line arguments and populate 'values', consuming options and arguments from 'rargs'. If 'allow_interspersed_args' is fals...
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def copy(self): """ Returns a "T" (tee) copy of the given stream, allowing the calling stream to continue being used. """ a, b = it.tee(self._data) # 2 generators, not thread-safe self._data = a return Stream(b)
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def get_fobj(fname, mode='w+'): """Obtain a proper file object. Parameters ---------- fname : string, file object, file descriptor If a string or file descriptor, then we create a file object. If *fname* is a file object, then we do nothing and ignore the specified *mode* parame...
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def _updateParamsFrom(self, otherObj:"PropDeclrCollector", updater, exclude:set, prefix:str) -> None: """ Update all parameters which are defined on self from otherObj :param otherObj: other object which Param instances should be updated :param updater: updater function(self, myParamete...
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