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def get_bounds(self): """ Returns ------- (start, end) Datetime instants of beginning and end of data. If no data, will be: (None, None). """ start, end = None, None if len(self._weather_series) == 0: return start, end for i in (0, -1...
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def subset(self, interval: Interval, flexibility: int = 2) -> "IntervalList": """ Returns an IntervalList that's a subset of this one, only containing intervals that meet the "interval" parameter criterion. What "meet" means is defined by the ``flexibility`` parameter. ...
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async def update_pin(**payload): """Update the onboarding welcome message after recieving a "pin_added" event from Slack. Update timestamp for welcome message as well. """ data = payload["data"] web_client = payload["web_client"] channel_id = data["channel_id"] user_id = data["user"] # ...
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def complete_command_help(self, tokens: List[str], text: str, line: str, begidx: int, endidx: int) -> List[str]: """Supports the completion of sub-commands for commands through the cmd2 help command.""" for idx, token in enumerate(tokens): if idx >= self._token_start_index: i...
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def delete(self): """Delete the workspace from FireCloud. Note: This action cannot be undone. Be careful! """ r = fapi.delete_workspace(self.namespace, self.name) fapi._check_response_code(r, 202)
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def _generate_instances(self): """ ListNode item generator. Will be used internally by __iter__ and __getitem__ Yields: ListNode items (instances) """ for node in self.node_stack: yield node while self._data: yield self._make_instance(...
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def format_units(self, value, unit="B", optimal=5, auto=True, si=False): """ Takes a value and formats it for user output, we can choose the unit to use eg B, MiB, kbits/second. This is mainly for use with bytes/bits it converts the value into a human readable form. It has various ...
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def cached(fn, size=32): ''' this decorator creates a type safe lru_cache around the decorated function. Unlike functools.lru_cache, this will not crash when unhashable arguments are passed to the function''' assert callable(fn) assert isinstance(size, int) return overload(fn)(lru_cache(size...
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def values_from(self, base): """ A reusable generator for increasing pointer-sized values from an address (usually the stack). """ word_bytes = self._cpu.address_bit_size // 8 while True: yield base base += word_bytes
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def refractive_index(CASRN, T=None, AvailableMethods=False, Method=None, full_info=True): r'''This function handles the retrieval of a chemical's refractive index. Lookup is based on CASRNs. Will automatically select a data source to use if no Method is provided; returns None if the dat...
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def set_char_callback(window, cbfun): """ Sets the Unicode character callback. Wrapper for: GLFWcharfun glfwSetCharCallback(GLFWwindow* window, GLFWcharfun cbfun); """ window_addr = ctypes.cast(ctypes.pointer(window), ctypes.POINTER(ctypes.c_long)).contents.val...
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def load_empty(cls, path:PathOrStr, fn:PathOrStr): "Load the state in `fn` to create an empty `LabelList` for inference." return cls.load_state(path, pickle.load(open(Path(path)/fn, 'rb')))
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def merge_pres_feats(pres, features): """ Helper function to merge pres and features to support legacy features argument """ sub = [] for psub, fsub in zip(pres, features): exp = [] for pexp, fexp in zip(psub, fsub): lst = [] for p, f in zip(pexp, fexp): ...
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def register_default_prefixes(handler): """\ """ for prefix, ns in _PREFIXES.iteritems(): handler.add_prefix(prefix, str(ns))
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def get_nonvaried_cfg_lbls(cfg_list, default_cfg=None, mainkey='_cfgname'): r""" TODO: this might only need to return a single value. Maybe not if the names are different. Args: cfg_list (list): default_cfg (None): (default = None) Returns: list: cfglbl_list Comman...
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def dist(self, src, tar, max_offset=5, max_distance=0): """Return the normalized "common" Sift4 distance between two terms. This is Sift4 distance, normalized to [0, 1]. Parameters ---------- src : str Source string for comparison tar : str Targe...
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def get_v_distance(self, latlonalt1, latlonalt2): '''get the horizontal distance between threat and vehicle''' (lat1, lon1, alt1) = latlonalt1 (lat2, lon2, alt2) = latlonalt2 return alt2 - alt1
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def visit_Assign(self, node): """ Implement assignment walker. Parse class properties defined via the property() function """ # [[[cog # cog.out("print(pcolor('Enter assign visitor', 'magenta'))") # ]]] # [[[end]]] # ### # Class-level assi...
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def mk_size(field): """Builds an identifier for a container type. """ name = field.type_id if name == "string" and field.options.get('size', None): return "%s[%d];" % (field.identifier, field.options.get('size').value) elif name == "string": return "%s[0];" % field.identifier elif name == "array" an...
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def to_sample_rdd(x, y, numSlices=None): """ Conver x and y into RDD[Sample] :param x: ndarray and the first dimension should be batch :param y: ndarray and the first dimension should be batch :param numSlices: :return: """ sc = get_spark_context() from bigdl.util.common import Sampl...
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def get_bulb(self, mac): """ Returns a Bulb object corresponding to the bulb with the mac address `mac` (a 6-byte bytestring). """ return self.bulbs.get(mac, Bulb('Bulb %s' % _bytes(mac), mac))
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def cc(self) -> Optional[Sequence[AddressHeader]]: """The ``Cc`` header.""" try: return cast(Sequence[AddressHeader], self[b'cc']) except KeyError: return None
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async def Prune(self, max_history_mb, max_history_time): ''' max_history_mb : int max_history_time : int Returns -> None ''' # map input types to rpc msg _params = dict() msg = dict(type='ActionPruner', request='Prune', ...
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def execute_cleanup_tasks(ctx, cleanup_tasks, dry_run=False): """Execute several cleanup tasks as part of the cleanup. REQUIRES: ``clean(ctx, dry_run=False)`` signature in cleanup tasks. :param ctx: Context object for the tasks. :param cleanup_tasks: Collection of cleanup tasks (as Colle...
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def trainGP(self,fast=False,scales0=None,fixed0=None,lambd=None): """ Train the gp Args: fast: if true and the gp has not been initialized, initializes a kronSum gp scales0: initial variance components params fixed0: initial fixed effect para...
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def impute_element(self, records=('ATOM', 'HETATM'), inplace=False): """Impute element_symbol from atom_name section. Parameters ---------- records : iterable, default: ('ATOM', 'HETATM') Coordinate sections for which the element symbols should be imputed. ...
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def get_appstruct(self): """ return list of tuples keys and values corresponding to this model's data """ result = [] for k in self._get_keys(): result.append((k, getattr(self, k))) return result
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def emoji(string): '''emot.emoji is use to detect emoji from text >>> text = "I love python 👨 :-)" >>> emot.emoji(text) >>> {'value': ['👨'], 'mean': [':man:'], 'location': [[14, 14]], 'flag': True} ''' __entities = {} __value = [] __mean = [] __location = [] flag =...
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def _exclude_paths_from_environ(env_prefix=''): """Environment value via `/login;/register`""" paths = os.environ.get(env_prefix + 'WSGI_AUTH_EXCLUDE_PATHS') if not paths: return [] return paths.split(';')
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def connection(self): """ Provide the connection parameters for kombu's ConsumerMixin. The `Connection` object is a declaration of connection parameters that is lazily evaluated. It doesn't represent an established connection to the broker at this point. """ heartbeat = ...
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def wait_for_host(self, host): """Throttle requests to one host.""" t = time.time() if host in self.times: due_time = self.times[host] if due_time > t: wait = due_time - t time.sleep(wait) t = time.time() wait_time =...
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def get_variable_str(self): """ Utility method to get the variable value or 'var_name=value' if name is not None. Note that values with large string representations will not get printed :return: """ if self.var_name is None: prefix = '' else: ...
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def index(): """Display list of the user's repositories.""" github = GitHubAPI(user_id=current_user.id) token = github.session_token ctx = dict(connected=False) if token: # The user is authenticated and the token we have is still valid. if github.account.extra_data.get('login') is N...
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def segment_length(curve, start, end, start_point, end_point, error=LENGTH_ERROR, min_depth=LENGTH_MIN_DEPTH, depth=0): """Recursively approximates the length by straight lines""" mid = (start + end)/2 mid_point = curve.point(mid) length = abs(end_point - start_point) first_half =...
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def read_namespaced_pod(self, name, namespace, **kwargs): # noqa: E501 """read_namespaced_pod # noqa: E501 read the specified Pod # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread ...
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def col2name(col_item): "helper for SyntheticTable.columns. takes something from SelectX.cols, returns a string column name" if isinstance(col_item, sqparse2.NameX): return col_item.name elif isinstance(col_item, sqparse2.AliasX): return col_item.alias else: raise TypeError(type(col_item), col_item)
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def setup(app): ''' Required Sphinx extension setup function. ''' app.add_node( bokehjs_content, html=( html_visit_bokehjs_content, html_depart_bokehjs_content ) ) app.add_directive('bokehjs-content', BokehJSContent)
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def mirror_video(self, is_mirror, callback=None): ''' Mirror video ``is_mirror``: 0 not mirror, 1 mirror ''' params = {'isMirror': is_mirror} return self.execute_command('mirrorVideo', params, callback=callback)
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def plot_filter_transmissions(log, filterList): """ *Plot the filters on a single plot* **Key Arguments:** - ``log`` -- logger - ``filterList`` -- list of absolute paths to plain text files containing filter transmission profiles **Return:** - None """ ################ ...
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def get_submission_filenames(self, tournament=None, round_num=None): """Get filenames of the submission of the user. Args: tournament (int): optionally filter by ID of the tournament round_num (int): optionally filter round number Returns: list: list of user...
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def export_coreml(self, filename): """ Export the model in Core ML format. Parameters ---------- filename: str A valid filename where the model can be saved. Examples -------- >>> model.export_coreml("MyModel.mlmodel") """ from ...
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def _create_credentials(self, n): """ Create security credentials, if necessary. """ if not n: return n elif isinstance(n, SecurityCreds): return n elif isinstance(n, dict): return SecurityCreds(**n) else: raise Type...
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def _parse_spectra(self, line): """Parse and store the spectral details """ if line in ['\n', '\r\n', '//\n', '//\r\n', '', '//']: self.start_spectra = False self.current_id_meta += 1 self.collect_meta = True return splist = line.split() ...
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async def addSignalHandlers(self): ''' Register SIGINT signal handler with the ioloop to cancel the currently running cmdloop task. ''' def sigint(): self.printf('<ctrl-c>') if self.cmdtask is not None: self.cmdtask.cancel() self.loop.add...
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def copy_w_id_suffix(elem, suffix="_copy"): """Make a deep copy of the provided tree, altering ids.""" mycopy = deepcopy(elem) for id_elem in mycopy.xpath('//*[@id]'): id_elem.set('id', id_elem.get('id') + suffix) return mycopy
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def quokka_heatmap(size=None, extract=None): """ Returns a heatmap (here: depth map) for the standard example quokka image. Parameters ---------- size : None or float or tuple of int, optional See :func:`imgaug.quokka`. extract : None or 'square' or tuple of number or imgaug.BoundingBo...
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def align_cell(fmt, elem, width): """Returns an aligned element.""" if fmt == "<": return elem + ' ' * (width - len(elem)) if fmt == ">": return ' ' * (width - len(elem)) + elem return elem
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def compute(self, xt1, yt1, xt, yt, theta1t1, theta2t1, theta1, theta2, learn): """ The main function to call. If learn is False, it will print a prediction: (theta1, theta2) """ dx = xt - xt1 dy = yt - yt1 self.minDx = min(self.minDx, dx) self.maxDx = max(self.maxDx, dx) print >>s...
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def get_cardinality(self, field=None): """ Create a cardinality aggregation object and add it to the aggregation dict :param field: the field present in the index that is to be aggregated :returns: self, which allows the method to be chainable with the other methods """ ...
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def parse_qs(qs): """Helper func to parse query string with py2/py3 compatibility Ensures that dict keys are native strings. """ result = {} qs = bstr(qs, 'latin1') pairs = [s2 for s1 in qs.split(b'&') for s2 in s1.split(b';')] uq = urlparse.unquote if PY2 else urlparse.unquote_to_bytes ...
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def clean_new(self, value): """Return a new object instantiated with cleaned data.""" value = self.schema_class(value).full_clean() return self.object_class(**value)
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def parse_line_headers(self, line): """We must build headers carefully: there are multiple blank values in the header row, and the instrument may just add more for all we know. """ headers = line.split(",") for i, v in enumerate(headers): if v: ...
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def select_good_pixel_region(hits, col_span, row_span, min_cut_threshold=0.2, max_cut_threshold=2.0): '''Takes the hit array and masks all pixels with a certain occupancy. Parameters ---------- hits : array like If dim > 2 the additional dimensions are summed up. min_cut_threshold : float ...
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def stream_data(self, ostream): """Writes our data directly to the given output stream :param ostream: File object compatible stream object. :return: self""" istream = self.repo.odb.stream(self.binsha) stream_copy(istream, ostream) return self
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def user_active_directory_deactivate(user, attributes, created, updated): """ Deactivate user accounts based on Active Directory's userAccountControl flags. Requires 'userAccountControl' to be included in LDAP_SYNC_USER_EXTRA_ATTRIBUTES. """ try: user_account_control = int(attribu...
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def matches_rule(message, rule, destinations = None) : "does Message message match against the specified rule." if not isinstance(message, Message) : raise TypeError("message must be a Message") #end if rule = unformat_rule(rule) eavesdrop = rule.get("eavesdrop", "false") == "true" def ...
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def _replace_rlhist_multiline(self, source_raw, hlen_before_cell): """Store multiple lines as a single entry in history""" # do nothing without readline or disabled multiline if not self.has_readline or not self.multiline_history: return hlen_before_cell # windows rl has no...
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def search(self, search, **kwargs): """ Search for Repository Configurations based on internal or external url, ignoring the protocol and \".git\" suffix. The matching is done using LIKE. This method makes a synchronous HTTP request by default. To make an asynchronous HTTP reque...
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def gaussian_window(t, params): """ Calculates a Gaussian window function in the time domain which will broaden peaks in the frequency domain by params["line_broadening"] Hertz. :param t: :param params: :return: """ window = suspect.basis.gaussian(t, 0, 0, params["line_broadening"]) ...
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def create_container_service(access_token, subscription_id, resource_group, service_name, \ agent_count, agent_vm_size, agent_dns, master_dns, admin_user, location, public_key=None,\ master_count=3, orchestrator='DCOS', app_id=None, app_secret=None, admin_password=None, \ ostype='Linux'): '''Create a ne...
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def scale_and_crop_with_subject_location(im, size, subject_location=False, zoom=None, crop=False, upscale=False, **kwargs): """ Like ``easy_thumbnails.processors.scale_and_crop``, but will use the coordinates in ``subject_loca...
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def readinto(self, b): """Read up to len(b) bytes into the writable buffer *b* and return the number of bytes read. If the socket is non-blocking and no bytes are available, None is returned. If *b* is non-empty, a 0 return value indicates that the connection was shutdown at th...
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def disconnect_socket(self): """ Disconnect the underlying socket connection """ self.running = False if self.socket is not None: if self.__need_ssl(): # # Even though we don't want to use the socket, unwrap is the only API method which...
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def iter_nautilus(method): """ Iterate NAUTILUS method either interactively, or using given preferences if given Parameters ---------- method : instance of NAUTILUS subclass Fully initialized NAUTILUS method instance """ solution = None while method.current_iter: preference...
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async def extended_analog(self, pin, data): """ This method will send an extended-data analog write command to the selected pin. :param pin: 0 - 127 :param data: 0 - 0xfffff :returns: No return value """ analog_data = [pin, data & 0x7f, (data >> 7) & 0x...
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def binary(self): """ Get the object this function belongs to. :return: The object this function belongs to. """ return self._project.loader.find_object_containing(self.addr, membership_check=False)
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def clean_download_cache(self, args): """ Deletes a download cache for recipes passed as arguments. If no argument is passed, it'll delete *all* downloaded caches. :: p4a clean_download_cache kivy,pyjnius This does *not* delete the build caches or final distributions. """ ...
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def sign_in(self, timeout=60, safe=True, tries=1, channel=None): ''' Send a sign in request to the master, sets the key information and returns a dict containing the master publish interface to bind to and the decrypted aes key for transport decryption. :param int timeout: Numbe...
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def _bsecurate_cli_view_graph(args): '''Handles the view-graph subcommand''' curate.view_graph(args.basis, args.version, args.data_dir) return ''
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def get_logger(name, log_level=logging.INFO, log_file=None, global_log_file=False, silence=False): """ Build a logger. All logs will be propagated up to the root logger if not silenced. If log_file is provided, logs will be written out to that file. If global_log_file is true, log_file will be handed th...
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def VerifyStructure(self, parser_mediator, line): """Verify that this file is a Mac AppFirewall log file. Args: parser_mediator (ParserMediator): mediates interactions between parsers and other components, such as storage and dfvfs. line (str): line from a text file. Returns: b...
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def _output_marc(output_complete, categories, kw_field=None, auth_field=None, acro_field=None, provenience='Classifier'): """Output the keywords in the MARCXML format. :var skw_matches: list of single keywords :var ckw_matches: list of com...
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def validate_is_non_abstract_edge_type(self, edge_classname): """Validate that a edge classname corresponds to a non-abstract edge class.""" element = self.get_edge_schema_element_or_raise(edge_classname) if element.abstract: raise InvalidClassError(u'Expected a non-abstract vertex ...
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def as_dict(self): """Dict representation of parsed VCF data""" self_as_dict = {'chrom': self.chrom, 'start': self.start, 'ref_allele': self.ref_allele, 'alt_alleles': self.alt_alleles, 'alleles': [x.as_dict(...
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def _get_seq2c_options(data): """Get adjustable, through resources, or default options for seq2c. """ cov2lr_possible_opts = ["-F"] defaults = {} ropts = config_utils.get_resources("seq2c", data["config"]).get("options", []) assert len(ropts) % 2 == 0, "Expect even number of options for seq2c" %...
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def get_version(self): """Get the DCNM version.""" url = '%s://%s/rest/dcnm-version' % (self.dcnm_protocol, self._ip) payload = {} try: res = self._send_request('GET', url, payload, 'dcnm-version') if res and res.status_code in self._resp_ok: ret...
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def get_derived_from(self, address): """Get the target the specified target was derived from. If a Target was injected programmatically, e.g. from codegen, this allows us to trace its ancestry. If a Target is not derived, default to returning itself. :API: public """ parent_address = self._de...
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def build(self, builder): """Build XML by appending to builder""" builder.start("BasicDefinitions", {}) for child in self.measurement_units: child.build(builder) builder.end("BasicDefinitions")
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def add_schemas(path, ext="json"): """Add schemas from files in 'path'. :param path: Path with schema files. Schemas are named by their file, with the extension stripped. e.g., if path is "/tmp/foo", then the schema in "/tmp/foo/bar.json" will be named "bar". :type path: s...
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def solve(self): ''' Solves a one period consumption saving problem with risky income, with persistent income explicitly tracked as a state variable. Parameters ---------- None Returns ------- solution : ConsumerSolution The solution ...
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def initialize_slot(obj, name, value): """Initalize an unitialized slot to a value. If there is already a value for this slot, this is a nop. Parameters ---------- obj : immutable An immutable object. name : str The name of the slot to initialize. value : any The va...
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def get_server_data(self, UUID): """ Return '/server/uuid' data in Python dict. Creates object representations of any IP-address and Storage. """ data = self.get_request('/server/{0}'.format(UUID)) server = data['server'] # Populate subobjects IPAddresse...
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def get_bookmarks(self, **filters): """ Get Bookmarks for the current user. Filters: :param archive: Filter Bookmarks returned by archived status. :param favorite: Filter Bookmarks returned by favorite status. :param domain: Filter Bookmarks returned by a domain. ...
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def load_graphs(): '''load graphs from mavgraphs.xml''' mestate.graphs = [] gfiles = ['mavgraphs.xml'] if 'HOME' in os.environ: for dirname, dirnames, filenames in os.walk(os.path.join(os.environ['HOME'], ".mavproxy")): for filename in filenames: if filename.lower().e...
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def uninstall(ctx, plugin): """ Uninstall the given plugin. """ ensure_inside_venv(ctx) if plugin not in get_installed_plugins(): echo_error("Plugin {} does not seem to be installed.".format(plugin)) sys.exit(1) plugin_name = get_plugin_name(plugin) try: run_command...
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def get_key_for_enctype(self, etype): """ Returns the encryption key bytes for the enctryption type. """ if etype == EncryptionType.AES256_CTS_HMAC_SHA1_96: if self.kerberos_key_aes_256: return bytes.fromhex(self.kerberos_key_aes_256) if self.password is not None: salt = (self.domain.upper() + sel...
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def update_ip_address(context, id, ip_address): """Due to NCP-1592 ensure that address_type cannot change after update.""" LOG.info("update_ip_address %s for tenant %s" % (id, context.tenant_id)) ports = [] if 'ip_address' not in ip_address: raise n_exc.BadRequest(resource="ip_addresses", ...
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def reset(self): """Reset this instance. Loses all unprocessed data.""" self.rawdata = '' self.lasttag = '???' self.interesting = interesting_normal self.cdata_elem = None _markupbase.ParserBase.reset(self)
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def render_item(self, all_posts): """ Renders the Post as HTML using the template specified in :attr:`html_template_path`. :param all_posts: An optional :class:`PostCollection` containing all of the posts in the site. :return: The rendered HTML as a string. """ index = a...
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def stop(self, msg=None): '''Stopping a run. Control for loops. Gentle stop/abort. This event should provide a more gentle abort. The run should stop ASAP but the run is still considered complete. ''' if not self.stop_run.is_set(): if msg: logging.info('%s%s ...
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def to_xml(self): """ Serialize all properties as XML """ ret = '<exif>' for k in self.__dict__: ret += '<%s>%s</%s>' % (k, self.__dict__[k], k) ret += '</exif>' return ret
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def set_timezone(self, timezone: str): """ sets the timezone for the AP. e.g. "Europe/Berlin" Args: timezone(str): the new timezone """ data = {"timezoneId": timezone} return self._restCall("home/setTimezone", body=json.dumps(data))
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def flatten_all_paths(group, group_filter=lambda x: True, path_filter=lambda x: True, path_conversions=CONVERSIONS, group_search_xpath=SVG_GROUP_TAG): """Returns the paths inside a group (recursively), expressing the paths in the base coordinates. Note that if th...
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def _mid(string, start, end=None): """ Returns a substring delimited by start and end position. """ if end is None: end = len(string) return string[start:start + end]
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def get_or_create(cls, filter_key=None, with_status=False, **kwargs): """ Convenience method to retrieve an Element or create if it does not exist. If an element does not have a `create` classmethod, then it is considered read-only and the request will be redirected to :meth:`~get`. ...
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def _prep_jid(self, clear_load, extra): ''' Return a jid for this publication ''' # the jid in clear_load can be None, '', or something else. this is an # attempt to clean up the value before passing to plugins passed_jid = clear_load['jid'] if clear_load.get('jid') else ...
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def scaledBy(self, scale): """ Return a new Selector with scale denominators scaled by a number. """ scaled = deepcopy(self) for test in scaled.elements[0].tests: if type(test.value) in (int, float): if test.property == 'scale-denominator': ...
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def w_diffuser_outer(sed_inputs=sed_dict): """Return the outer width of each diffuser in the sedimentation tank. Parameters ---------- sed_inputs : dict A dictionary of all of the constant inputs needed for sedimentation tank calculations can be found in sed.yaml Returns ------- ...
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def _call(self, method, auth, arg, defer, notimeout=False): """Calls the Exosite One Platform RPC API. If `defer` is False, result is a tuple with this structure: (success (boolean), response) Otherwise, the result is just True. notimeout, if True, ignores th...
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def is_number(string): """ checks if a string is a number (int/float) """ string = str(string) if string.isnumeric(): return True try: float(string) return True except ValueError: return False
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