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def convert_meas(direction, Rec): """ converts measurments tables from magic 2 to 3 (direction=magic3) or from model 3 to 2.5 (direction=magic2) [not available] """ if direction == 'magic3': columns = meas_magic2_2_magic3_map MeasRec = {} for key in columns: if ke...
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def remove_rule(self, rule): """Remove rule from :attr:`R` and its corresponding weight from :attr:`W`. :param rule: rule to remove :type rule: :class:`~creamas.rules.rule.Rule` or :class:`~creamas.rules.rule.RuleLeaf` :raises TypeError: If ru...
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def get_page_number_from_request( request, querystring_key=PAGE_LABEL, default=1): """Retrieve the current page number from *GET* or *POST* data. If the page does not exists in *request*, or is not a number, then *default* number is returned. """ try: if request.method == 'POST': ...
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def do_open(self, mode=None): """ Open the current base file with the (original) mode and encoding. Return the resulting stream. Note: Copied from stdlib. Added option to override 'mode' """ if mode is None: mode = self.mode with self._alter_umask(...
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def get_all_db_ids(language=DEFAULT_LANG): """ :return: A list with all the database IDs as integers """ _ids = [] json_path = DBVuln.get_json_path(language=language) for _file in os.listdir(json_path): if not _file.endswith('.json'): continu...
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def render_text(text, language=None): """ Render the text, reuses the template filters provided by Django. """ # Get the filter text_filter = SUPPORTED_LANGUAGES.get(language, None) if not text_filter: raise ImproperlyConfigured("markup filter does not exist: {0}. Valid options are: {1}"...
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def _root(self): """Attribute referencing the root node of the tree. :returns: the root node of the tree containing this instance. :rtype: Node """ _n = self while _n.parent: _n = _n.parent return _n
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def load_edges_into_db( nanopub_id: str, nanopub_url: str, edges: list = [], edges_coll_name: str = edges_coll_name, nodes_coll_name: str = nodes_coll_name, ): """Load edges into Edgestore""" start_time = datetime.datetime.now() # Clean out edges for nanopub in edgestore query = f"...
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def add_arguments(parser): """ adds arguments for the deploy command """ parser.add_argument('-e', '--environment', help='Environment name', required=True) parser.add_argument('-w', '--dont-wait', help='Skip waiting', action='store_true') parser.add_argument('-a', '--archive', help='Archive file...
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def _attach_dummy_intf_rtr(self, tenant_id, tenant_name, rtr_id): """Function to create a dummy router and interface. """ serv_obj = self.get_service_obj(tenant_id) fw_dict = serv_obj.get_fw_dict() fw_id = fw_dict.get('fw_id') rtr_nwk = fw_id[0:4] + fw_const.DUMMY_SERVICE_NWK + (...
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def which_users_can(self, name): """Which role can SendMail? """ _roles = self.which_roles_can(name) result = [self.get_role_members(i.get('role')) for i in _roles] return result
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def _numpy_char_to_bytes(arr): """Like netCDF4.chartostring, but faster and more flexible. """ # based on: http://stackoverflow.com/a/10984878/809705 arr = np.array(arr, copy=False, order='C') dtype = 'S' + str(arr.shape[-1]) return arr.view(dtype).reshape(arr.shape[:-1])
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def empty_file(file, mode="w", encoding='utf-8'): """empty file""" with open(file, mode, encoding=encoding) as f: f.truncate()
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def convert_dict2tuple(value): """ convert dict type to tuple to solve unhashable problem. """ if isinstance(value, dict): for _keys in value: value[_keys] = convert_dict2tuple(value[_keys]) return tuple(sorted(value.items())) else: return value
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def nlargest(self, n, columns, keep='first'): """ Return the first `n` rows ordered by `columns` in descending order. Return the first `n` rows with the largest values in `columns`, in descending order. The columns that are not specified are returned as well, but not used for or...
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def matches(self, txt: str) -> bool: """Determine whether txt matches pattern :param txt: text to check :return: True if match """ # rval = ref.getText()[1:-1].encode('utf-8').decode('unicode-escape') if r'\\u' in self.pattern_re.pattern: txt = txt.encode('ut...
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async def on_raw_quit(self, message): """ QUIT command. """ nick, metadata = self._parse_user(message.source) self._sync_user(nick, metadata) if message.params: reason = message.params[0] else: reason = None await self.on_quit(nick, reason) ...
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def load_adjustment_values(self, c): """load adjustment values for auto shape types in self""" # retrieve auto shape types in const_name order -------- for mast in self: # retriev adj vals for this auto shape type -------- c.execute( ' SELECT name, val\n'...
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def onecmd_plus_hooks(self, line): ''' Trigger hooks after command. ''' if not line: return self.emptyline() return Cmd.onecmd_plus_hooks(self, line)
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def update_api_key_description(apiKey, description, region=None, key=None, keyid=None, profile=None): ''' update the given apiKey with the given description. CLI Example: .. code-block:: bash salt myminion boto_apigateway.update_api_key_description api_key description ''' try: ...
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def execCommand(g, command, timeout=10): """ Executes a command by sending it to the rack server Arguments: g : hcam_drivers.globals.Container the Container object of application globals command : (string) the command (see below) Possible commands are: start : s...
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def _partialParseModifier(self, s, sourceTime): """ test if giving C{s} matched CRE_MODIFIER, used by L{parse()} @type s: string @param s: date/time text to evaluate @type sourceTime: struct_time @param sourceTime: C{struct_time} value to use as the b...
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def _initialize_operation_name_to_id(self): """Initializer for _operation_name_to_id. Returns: a {string: int}, mapping operation names to their index in _operations. """ operation_name_to_id = {} for i, operation in enumerate(self._operations): operation_name_to_id[operation.name] = i ...
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def parse_assign_target(self, with_tuple=True, name_only=False, extra_end_rules=None, with_namespace=False): """Parse an assignment target. As Jinja2 allows assignments to tuples, this function can parse all allowed assignment targets. Per default assignments to tup...
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def _get_mine(fun): ''' Return the mine function from all the targeted minions. Just a small helper to avoid redundant pieces of code. ''' if fun in _CACHE and _CACHE[fun]: return _CACHE[fun] net_runner_opts = _get_net_runner_opts() _CACHE[fun] = __salt__['mine.get'](net_runner_opts....
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def inverse(x, p, errorOnFail=False): """ Find the inverse of BigInt @x in a field of (prime) order @p. """ # Check types assertType(x, BigInt) # There are a number of ways in RELIC to compute this inverse, but # for simplicity, we'll use the extended GCD algorithm because it # involve...
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def do_dq(self, arg): """ [~thread] dq <register> - show memory contents as qwords [~thread] dq <register-register> - show memory contents as qwords [~thread] dq <register> <size> - show memory contents as qwords [~process] dq <address> - show memory contents as qwords [~...
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def render_template_directory(deck, arguments): """Render a template directory""" output_directory = dir_name_from_title(deck.title) if os.path.exists(output_directory): if sys.stdout.isatty(): if ask( '%s already exists, shall I delete it?' % output_directory, ...
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def set(self, key, value, **kwargs): """ Set the value of a Parameter in the ParameterSet. If :func:`get` would retrieve a Parameter, this will set the value of that parameter. Or you can provide 'value@...' or 'default_unit@...', etc to specify what attribute to set. ...
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def createFileParserCtxt(filename): """Create a parser context for a file content. Automatic support for ZLIB/Compress compressed document is provided by default if found at compile-time. """ ret = libxml2mod.xmlCreateFileParserCtxt(filename) if ret is None:raise parserError('xmlCreateFileParse...
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def add_download_task(self, source_url, remote_path, rate_limit=None, timeout=60 * 60, expires=None, callback='', **kwargs): """添加离线下载任务,实现单个文件离线下载. :param source_url: 源文件的URL。 :param remote_path: 下载后的文件保存路径。 .. wa...
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def inquire(self, name=True, lifetime=True, usage=True, mechs=True): """Inspect these credentials for information This method inspects these credentials for information about them. Args: name (bool): get the name associated with the credentials lifetime (bool): get the ...
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def draw(self): """ Clear the terminal screen and redraw all of the sub-windows """ n_rows, n_cols = self.term.stdscr.getmaxyx() if n_rows < self.term.MIN_HEIGHT or n_cols < self.term.MIN_WIDTH: # TODO: Will crash when you try to navigate if the terminal is too ...
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def user_info(self, verbose=False): ''' Get information about the currently authenticated user http://docs.opsview.com/doku.php?id=opsview4.6:restapi#user_information ''' url = '{}/{}'.format(self.rest_url, 'user') return self.__auth_req_get(url, verbose=verbose)
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def on_episode_end(self, episode, logs): """ Compute and print metrics at the end of each episode """ duration = timeit.default_timer() - self.starts[episode] metrics = self.metrics[episode] if np.isnan(metrics).all(): mean_metrics = np.array([np.nan for _ in self.metrics_n...
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def index(self, state, code=None, error=None): """ Receive a Exist response containing a verification code. Use the code to fetch the access_token. """ error = None if code: try: auth_token = self.fetch_token(code, state) except Mis...
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def idxstats(in_bam, data): """Return BAM index stats for the given file, using samtools idxstats. """ index(in_bam, data["config"], check_timestamp=False) AlignInfo = collections.namedtuple("AlignInfo", ["contig", "length", "aligned", "unaligned"]) samtools = config_utils.get_program("samtools", da...
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def replication_state(self, repl_id): """ Retrieves the state for the given replication. Possible values are ``triggered``, ``completed``, ``error``, and ``None`` (meaning not yet triggered). :param str repl_id: Replication id used to identify the replication to insp...
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def tokens_required(service_list): """ Ensure the user has the necessary tokens for the specified services """ def decorator(func): @wraps(func) def inner(request, *args, **kwargs): for service in service_list: if service not in request.session["user_tokens"]:...
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def sorted_members(self): """ Iterate over sorted members of shape in the same order in which the members are declared except yielding the required members before any optional members. """ members = collections.OrderedDict() required_names = self.metadata.get("req...
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def get_records(self, records=None, timeout=1.0): """Get NDEF message records from a SNEP Server. .. versionadded:: 0.13 The :class:`ndef.Record` list given by *records* is encoded as the request message octets input to :meth:`get_octets`. The return value is an :class:`ndef.Re...
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def make_postcard(self, npix=300, shape=(1070, 1132), buffer_size=15): """ Develop a "postcard" region around the target star. Other stars in this postcard will be used as possible reference stars. Args: npix: The size of the postcard region. The region will be a sq...
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def _docs(self): """ Since `self.docs` may yield documents that do not explicitly contain `_index` or `_type`, add those attributes here, if necessary. """ iterdocs = iter(self.docs()) first = next(iterdocs) needs_parsing = False if isinstance(first, six.s...
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def get_n_config_to_keep(self, n_suggestions, bracket_iteration): """Return the number of configs to keep and resume.""" n_configs = n_suggestions * (self.eta ** -bracket_iteration) return int(n_configs / self.eta)
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def _flatten_dicts(self, dicts): """Flatten a dict :param dicts: Flatten a dict :type dicts: list(dict) """ d = dict() list_of_dicts = [d.get() for d in dicts or []] return {k: v for d in list_of_dicts for k, v in d.items()}
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def to_op(op, reversed=False): ''' create a function that transforms a method to a binary op often we need to convert a pseudo method <receiver>.<message>(<z>) to a binary op <receiver> <op> <message> that's a decorator that helps for that ''' def transformer(receiver, param, pseudo_typ...
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def provideCustomerReferralCode(sender,**kwargs): ''' If the vouchers app is installed and referrals are enabled, then the customer's profile page can show their voucher referral code. ''' customer = kwargs.pop('customer') if getConstant('vouchers__enableVouchers') and getConstant('referrals__e...
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def interpolate_holes(self): """Linearly interpolate over holes in this collection to make it continuous. Returns: continuous_collection: A HourlyContinuousCollection with the same data as this collection but with missing data filled by means of a linear inte...
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def update(self): """Fetch updated information about devices""" if self.device_time_check(): if not self.in_process: outlets, switches, fans = self.get_devices() self.outlets = helpers.resolve_updates(self.outlets, outlets) self.switches = h...
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def sigmoidal(arr, contrast, bias): r""" Sigmoidal contrast is type of contrast control that adjusts the contrast without saturating highlights or shadows. It allows control over two factors: the contrast range from light to dark, and where the middle value of the mid-tones falls. The result is ...
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def dispatch(self, command): """Pass a command along with its params to a suitable handler If the command is blank, succeed silently If the command has no handler, succeed silently If the handler raises an exception, fail with the exception message """ log.info("...
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def to_series(self, index=None, name=None): """ Create a Series with both index and values equal to the index keys useful with map for returning an indexer based on an index. Parameters ---------- index : Index, optional index of resulting Series. If None, de...
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def get_children(self, usage_id_filter=None): """ Return instantiated XBlocks for each of this blocks ``children``. """ if not self.has_children: return [] return [ self.get_child(usage_id) for usage_id in self.children if usage_id...
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def build_hgnc_gene(gene_info, build='37'): """Build a hgnc_gene object Args: gene_info(dict): Gene information Returns: gene_obj(dict) { '_id': ObjectId(), # This is the hgnc id, required: 'hgnc_id': int, ...
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def qualified_name(obj): '''Returns the fully-qualified name of the given object''' if not hasattr(obj, '__module__'): obj = obj.__class__ module = obj.__module__ if module is None or module == str.__class__.__module__: return obj.__qualname__ return '{}.{}'.format(module, obj.__qual...
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def dist(ctx, devpi=False, egg=False, wheel=False, auto=True): """Distribute the project.""" config.load() cmd = ["python", "setup.py", "sdist"] # Automatically create wheels if possible if auto: egg = sys.version_info.major == 2 try: import wheel as _ wheel ...
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def _process_outgoing_msg(self, sink_iter): """For every message we construct a corresponding RPC message to be sent over the given socket inside given RPC session. This function should be launched in a new green thread as it loops forever. """ LOG.debug('NetworkControll...
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def parse_next(self, ptype, m): """ Parse the next packet. :param ptype: The (string) type of the incoming packet :param `.Message` m: The paket content """ if self.transport.server_mode and (ptype == MSG_KEXGSS_INIT): return self._parse_kexgss_init(m) ...
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def gen_gausprocess_se(ntrain, ntest, noise=1., lenscale=1., scale=1., xmin=-10, xmax=10): """ Generate a random (noisy) draw from a Gaussian Process with a RBF kernel. """ # Xtrain = np.linspace(xmin, xmax, ntrain)[:, np.newaxis] Xtrain = np.random.rand(ntrain)[:, np.newaxis...
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def send_request(self, worker_class_or_function, args, on_receive=None): """ Requests some work to be done by the backend. You can get notified of the work results by passing a callback (on_receive). :param worker_class_or_function: Worker class or function :param args: worker a...
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def _download_repodata(self, checked_repos): """Dowload repodata.""" self._files_downloaded = [] self._repodata_files = [] self.__counter = -1 if checked_repos: for repo in checked_repos: path = self._repo_url_to_path(repo) self._files...
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def cbpdn_relax(k): """Do relaxation for the cbpdn stage. The only parameter is the slice index `k` and there are no return values; all inputs and outputs are from and to global variables. """ mp_Z_X[k] = mp_xrlx * mp_Z_X[k] + (1 - mp_xrlx) * mp_Z_Y[k]
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def batching(size): """Create a transducer which produces non-overlapping batches.""" if size < 1: raise ValueError("batching() size must be at least 1") def batching_transducer(reducer): return Batching(reducer, size) return batching_transducer
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def get_hash(self, handle): """Return the hash.""" fpath = self._fpath_from_handle(handle) return DiskStorageBroker.hasher(fpath)
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def fill_predictive_missing_parameters(self): """define state with initial_state :return: None """ if self.initial_state == 'w': self.state = u'WARNING' elif self.initial_state == 'u': self.state = u'UNKNOWN' elif self.initial_state == 'c': ...
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def convolve2d_disk(fn, r, sig, nstep=200): """Evaluate the convolution f'(r) = f(r) * g(r) where f(r) is azimuthally symmetric function in two dimensions and g is a step function given by: g(r) = H(1-r/s) Parameters ---------- fn : function Input function that takes a single radial...
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def add_service(self, service): """Add a new service. If the service already exists, it will be replaced. """ if service.protocol in self._services: existing = self._services[service.protocol] if not existing.superseeded_by(service): return ...
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def _drop(expr, data, axis=0, columns=None): """ Drop data from a DataFrame. :param expr: collection to drop data from :param data: data to be removed :param axis: 0 for deleting rows, 1 for columns. :param columns: columns of data to select, only useful when axis == 0 :return: collection ...
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def get_related_ids(self): """ Get all of the IDs for the related models. :rtype: list """ related = self.get_related() full_key = related.get_qualified_key_name() return self.get_query().select(full_key).lists(related.get_key_name())
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def do_execute(self): """ The actual execution of the actor. :return: None if successful, otherwise error message :rtype: str """ fname = str(self.input.payload) spattern = str(self.resolve_option("regexp")) pattern = None if (spattern is not None...
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def get_article(self, article_id): """ Get a single article represented by `article_id`. :param article_id: ID of the article to retrieve. """ url = self._generate_url('articles/{0}'.format(article_id)) return self.get(url)
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def merge(cls, first, second): """ Return an AttributeList that is the result of merging first with second. """ merged = AttributeList([], None) assert (isinstance(first, AttributeList)) assert (isinstance(second, AttributeList)) merged._contents = first._content...
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def prepare_threads(new_function): """Replaces threading._get_ident() function in order to notify the waiting Condition.""" with _waitforthreads_lock: if hasattr(threading, 'get_ident'): old_function = threading.get_ident threading.get_ident = new_function else: ...
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def value(self): """ Return the current value of a variable """ # Does the variable name have tags to parse? if len(self._element): var = ''.join(map(str, self.trigger.agentml.parse_tags(self._element, self.trigger))) else: var = self._element.text...
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def get_percolation_threshold(self): r""" Find the invasion threshold at which a cluster spans from the inlet to the outlet sites """ if np.sum(self['pore.inlets']) == 0: raise Exception('Inlet pores must be specified first') if np.sum(self['pore.outlets']) =...
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def generate_supremacy_circuit_google_v2(qubits: Iterable[devices.GridQubit], cz_depth: int, seed: int) -> circuits.Circuit: """ Generates Google Random Circuits v2 as in github.com/sboixo/GRCS cz_v2. See also https://arxiv.or...
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def _variable_with_weight_decay(name, shape, stddev, wd): """Helper to create an initialized Variable with weight decay. Note that the Variable is initialized with a truncated normal distribution. A weight decay is added only if one is specified. Args: name: name of the variable shape: list of ints ...
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def lock(self, page): """Locks *page*.""" result = self._dokuwiki.send('dokuwiki.setLocks', lock=[page], unlock=[]) if result['lockfail']: raise DokuWikiError('unable to lock page')
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def get_parent_directory(path): """Like os.path.dirname except it returns the absolute name of the parent of the dirname directory. No symbolic link expansion (os.path.realpath) or user expansion (os.path.expanduser) is done.""" if not os.path.isdir(path): path = os.path.dirname(path) return os.pat...
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def create(self, id, seq, resource): # pylint: disable=invalid-name,redefined-builtin """Create a highlight. :param id: Result ID as an int. :param seq: TestResult sequence ID as an int. :param resource: :class:`highlights.Highlight <highlights.Highlight>` object :return: :class...
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def clean_link(self, url): """Makes sure a link is fully encoded. That is, if a ' ' shows up in the link, it will be rewritten to %20 (while not over-quoting % or other characters).""" return self._clean_re.sub(lambda match: "%%%2x" % ord(match.group(0)), url)
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def mfds2multimfd(mfds): """ Convert a list of MFD nodes into a single MultiMFD node """ _, kind = mfds[0].tag.split('}') node = Node('multiMFD', dict(kind=kind, size=len(mfds))) lengths = None for field in mfd.multi_mfd.ASSOC[kind][1:]: alias = mfd.multi_mfd.ALIAS.get(field, field) ...
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def generate_event_set(ucerf, background_sids, src_filter, ses_idx, seed): """ Generates the event set corresponding to a particular branch """ serial = seed + ses_idx * TWO16 # get rates from file with h5py.File(ucerf.source_file, 'r') as hdf5: occurrences = ucerf.tom.sample_number_of_o...
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def skip(self, content): """ Get whether to skip this I{content}. Should be skipped when the content is optional and value is either None or an empty list. @param content: Content to skip. @type content: L{Object} @return: True if content is to be skipped. ...
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def getItemByID(self, storeID, default=_noItem, autoUpgrade=True): """ Retrieve an item by its storeID, and return it. Note: most of the failure modes of this method are catastrophic and should not be handled by application code. The only one that application programmers should...
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def join_densities(*densities: Density) -> Density: """Join two mixed states into a larger qubit state""" vectors = [rho.vec for rho in densities] vec = reduce(outer_product, vectors) memory = dict(ChainMap(*[rho.memory for rho in densities])) # TESTME return Density(vec.tensor, vec.qubits, memory...
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def load_parser_options_from_env( parser_class: t.Type[BaseParser], env: t.Optional[t.Dict[str, str]] = None) -> t.Dict[str, t.Any]: """ Extracts arguments from ``parser_class.__init__`` and populates them from environment variables. Uses ``__init__`` argument type annot...
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def compute_usage_requirements (self, subvariant): """ Given the set of generated targets, and refined build properties, determines and sets appripriate usage requirements on those targets. """ assert isinstance(subvariant, virtual_target.Subvariant) rproperties =...
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def subsets(self): """Subsets that make up each split of the dataset for the language pair.""" source, target = self.builder_config.language_pair filtered_subsets = {} for split, ss_names in self._subsets.items(): filtered_subsets[split] = [] for ss_name in ss_names: ds = DATASET_MAP...
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def subdivide(length, parts=None, max_length=None): """Generates a list with start end stop indices of length parts, [(0, length/parts), ..., (.., length)]""" if max_length: i1 = 0 done = False while not done: i2 = min(length, i1 + max_length) # print i1, i2 ...
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def get_containers_by_name(self, name): """ get all task which relative with task name :param name: :class:`str`, task name :return: :class:`list`, container list """ code, containers = self.get_containers() if code != httplib.OK: return [] ...
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def plot(self, plot_grouped=False): """ Plot the cumulative number of detections in time. .. rubric:: Example >>> family = Family( ... template=Template(name='a'), detections=[ ... Detection(template_name='a', detect_time=UTCDateTime(0) + 200, ... ...
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def get_account_info(self): ''' Get current account information The information then will be saved in `self.account` so that you can access the information like this: >>> hsclient = HSClient() >>> acct = hsclient.get_account_info() >>> print acct.email_address ...
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def _build_mask(self): """Build mask applied to O^{-1}, O for the matrix approx constraint""" self.mask = torch.ones(self.d, self.d).byte() for ci in self.c_data.values(): si, ei = ci["start_index"], ci["end_index"] for cj in self.c_data.values(): sj, ej =...
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def filter_osm_file(): """ Downloads (and compiles) osmfilter tool from web and calls that osmfilter to only filter out only the road elements. """ print_info('Filtering OSM file...') start_time = time.time() if check_osmfilter(): # params = '--keep="highway=motorway =motorway...
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def load(self, service_name, api_version=None, cached=True): """ Loads the desired JSON for a service. (uncached) This will fall back through all the ``data_dirs`` provided to the constructor, returning the **first** one it finds. :param service_name: The name of the desired se...
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def convert_bboxes_to_albumentations(bboxes, source_format, rows, cols, check_validity=False): """Convert a list bounding boxes from a format specified in `source_format` to the format used by albumentations """ return [convert_bbox_to_albumentations(bbox, source_format, rows, cols, check_validity) for bbox...
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def collection(self, collection_id): """Create a sub-collection underneath the current document. Args: collection_id (str): The sub-collection identifier (sometimes referred to as the "kind"). Returns: ~.firestore_v1beta1.collection.CollectionReference: ...
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def datetime_value_renderer(value, **options): """Render datetime value with django formats, default is SHORT_DATETIME_FORMAT""" datetime_format = options.get('datetime_format', 'SHORT_DATETIME_FORMAT') return formats.date_format(timezone.localtime(value), datetime_format)
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def _GetStatus(self): """Retrieves status information. Returns: dict[str, object]: status attributes, indexed by name. """ if self._analysis_mediator: number_of_produced_event_tags = ( self._analysis_mediator.number_of_produced_event_tags) number_of_produced_reports = ( ...
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