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def translate(self, addr): """ Reverse DNS the public broadcast_address, then lookup that hostname to get the AWS-resolved IP, which will point to the private IP address within the same datacenter. """ # get family of this address so we translate to the same family = sock...
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def my_shared_endpoint_list(endpoint_id): """ Executor for `globus endpoint my-shared-endpoint-list` """ client = get_client() ep_iterator = client.my_shared_endpoint_list(endpoint_id) formatted_print(ep_iterator, fields=ENDPOINT_LIST_FIELDS)
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def group(merge_func, tokens): """ Group together those of the tokens for which the merge function returns true. The merge function should accept two arguments/tokens and should return a boolean indicating whether the strings should be merged or not. Helper for tokenise(string, ..). """ output = [] if tokens:...
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def all(self): """ Returns list with all indexed datasets. """ datasets = [] query = text(""" SELECT vid FROM dataset_index;""") for result in self.execute(query): res = DatasetSearchResult() res.vid = result[0] res.b_score = ...
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def looks_like_index(series, index_names=('Unnamed: 0', 'pk', 'index', '')): """ Tries to infer if the Series (usually leftmost column) should be the index_col >>> looks_like_index(pd.Series(np.arange(100))) True """ if series.name in index_names: return True if (series == series.index....
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def _load_schema(name, path=__file__): """Load a schema from disk""" path = os.path.join(os.path.dirname(path), name + '.yaml') with open(path) as handle: schema = yaml.safe_load(handle) fast_schema = rapidjson.Validator(rapidjson.dumps(schema)) return path, (schema, fast_schema)
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def serialize(self, include_class=True, save_dynamic=False, **kwargs): """Serializes a **HasProperties** instance to dictionary This uses the Property serializers to serialize all Property values to a JSON-compatible dictionary. Properties that are undefined are not included. If the **H...
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def filter_slaves(selfie, slaves): """ Remove slaves that are in an ODOWN or SDOWN state also remove slaves that do not have 'ok' master-link-status """ return [(s['ip'], s['port']) for s in slaves if not s['is_odown'] and not s['is_sdown'] and ...
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def get_server_public(self, password_verifier, server_private): """B = (k*v + g^b) % N :param int password_verifier: :param int server_private: :rtype: int """ return ((self._mult * password_verifier) + pow(self._gen, server_private, self._prime)) % self._prime
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def filter_catalog(catalog, **kwargs): """ Create a new catalog selected from input based on photometry. Parameters ---------- bright_limit : float Fraction of catalog based on brightness that should be retained. Value of 1.00 means full catalog. max_bright : int Maximum nu...
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def _version_from_git_describe(): """ Read the version from ``git describe``. It returns the latest tag with an optional suffix if the current directory is not exactly on the tag. Example:: $ git describe --always v2.3.2-346-g164a52c075c8 The tag prefix (``v``) and the git commit ...
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def save_loop(self): """ Saves the state if it has changed. """ last_hash = hash(repr(self.hosts)) while self.running: eventlet.sleep(self.save_interval) next_hash = hash(repr(self.hosts)) if next_hash != last_hash: self.save() ...
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def zscore(data2d, axis=0): """Standardize the mean and variance of the data axis Parameters. :param data2d: DataFrame to normalize. :param axis: int, Which axis to normalize across. If 0, normalize across rows, if 1, normalize across columns. If None, don't change data ...
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def pdf(self): """ Returns the probability density function(pdf). Returns ------- function: The probability density function of the distribution. Examples -------- >>> from pgmpy.factors.distributions import GaussianDistribution >>> dist = GD(var...
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def distribute(build): """ distribute the uranium package """ build.packages.install("wheel") build.packages.install("twine") build.executables.run([ "python", "setup.py", "sdist", "bdist_wheel", "--universal", "upload", ]) build.executables.run([ "twine", "upload", "dist...
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def iteration(self, node_status=True): """ Execute a single model iteration :return: Iteration_id, Incremental node status (dictionary node->status) """ # One iteration changes the opinion of N agent pairs using the following procedure: # - first one agent is selected ...
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def shape(self, shape=None): """We need to shift buffers in order to change shape""" if shape is None: return self._shape data, color = self.renderer.manager.set_shape(self.model.id, shape) self.model.data = data self.color = color self._shape = shape
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def validate(self, value): """Validate field value.""" if value is not None and not isinstance(value, bool): raise ValidationError("field must be a boolean") super().validate(value)
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def create_deposit_address(self, currency): """Create deposit address of currency for deposit. You can just create one deposit address. https://docs.kucoin.com/#create-deposit-address :param currency: Name of currency :type currency: string .. code:: python addres...
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def run(self): """Redirects messages until a shutdown message is received.""" while True: if not self.task_socket.poll(-1): continue msg = self.task_socket.recv_multipart() msg_type = msg[1] if self.debug: self.stats.appen...
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def extend_relations(self, data, kind): """Extend metadata for tables or views :param data: list of (rel_name, ) tuples :param kind: either 'tables' or 'views' :return: """ # 'data' is a generator object. It can throw an exception while being # consumed. This coul...
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def run_code(node: Code, parent_node: Node = None, node_globals: InheritedDict = None, **args): #pylint: disable=unused-argument '''Executes node content as python module and adds its definitions to globals''' if not node.xml_node.text: return code = node.xml_node.text try: globs = node_...
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def message_index(index_url): """get message index of components for urllib2. Args: url(string): Returns: list: messages """ idx = csv.reader(urllib2.urlopen(index_url), delimiter=':') messages = [] for line in idx: messages.append(line) return messages
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def inst_repr(instance, fmt='str', public_only=True): """ Generate class instance signature from its __dict__ From python 3.6 dict is ordered and order of attributes will be preserved automatically Args: instance: class instance fmt: ['json', 'str'] public_only: if display publi...
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def _simulate_matern(D1, D2, D3, N, num_inducing, plot_sim=False): """Simulate some data drawn from a matern covariance and a periodic exponential for use in MRD demos.""" Q_signal = 4 import GPy import numpy as np np.random.seed(3000) k = GPy.kern.Matern32(Q_signal, 1., lengthscale=(np.random....
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def create_api_method_response(restApiId, resourcePath, httpMethod, statusCode, responseParameters=None, responseModels=None, region=None, key=None, keyid=None, profile=None): ''' Create API method response for a method on a given resource in the given API CLI Example: ....
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def from_hdf5(cls, filename, dataset_name=None, group_name=None): r"""Attempts read in and convert a dataset in an hdf5 file into a unyt_array. Parameters ---------- filename: string The filename to of the hdf5 file. dataset_name: string The name of ...
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def analyze_one_classification_result(storage_client, file_path, adv_batch, dataset_batches, dataset_meta): """Reads and analyzes one classification result. This method reads file with classification result and counts how many images wer...
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def getcellslicenp(self, columnname, nparray, rownr, blc, trc, inc=[]): """Get a slice from a column cell into the given numpy array. The columnname and (0-relative) rownr indicate the table cell. The numpy array has to be C-contiguous with a shape matching the shape of the slice. Data...
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def cgnr(A, b, x0=None, tol=1e-5, maxiter=None, xtype=None, M=None, callback=None, residuals=None): """Conjugate Gradient, Normal Residual algorithm. Applies CG to the normal equations, A.H A x = b. Left preconditioning is supported. Note that unless A is well-conditioned, the use of CGNR is ...
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def exprvar(name, index=None): r"""Return a unique Expression variable. A Boolean *variable* is an abstract numerical quantity that may assume any value in the set :math:`B = \{0, 1\}`. The ``exprvar`` function returns a unique Boolean variable instance represented by a logic expression. Variab...
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def do_undisplay(self, arg): """ undisplay expression Remove expression from the display list. """ try: del self._get_display_list()[arg] except KeyError: print('** %s not in the display list **' % arg, file=self.stdout)
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def responseInColor(request, status, headers, prefix='Response', opts=None): "Prints the response info in color" code, message = status.split(None, 1) message = '%s [%s] => Request %s %s %s on pid %d' % ( prefix, code, str(request.host), request.method, request.path, ...
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def show(self): """ More details about the selected issue or trace frame. """ self._verify_entrypoint_selected() if self.current_issue_instance_id != -1: self._show_current_issue_instance() return self._show_current_trace_frame()
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def parse_tuple_type_str(old_from_type_str): """ Used by BaseCoder subclasses as a convenience for implementing the ``from_type_str`` method required by ``ABIRegistry``. Useful if normalizing then parsing a tuple type string is required in that method. """ @functools.wraps(old_from_type_str) ...
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def get_string_counter(fc, feature_name): '''Find and return a :class:`~dossier.fc.StringCounter` at `feature_name` or at `DISPLAY_PREFIX` + `feature_name` in the `fc`, or return None. ''' if feature_name not in fc: feature = fc.get(FC.DISPLAY_PREFIX + feature_name) else: featur...
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def _serialize(self, target_obj, data_type=None, **kwargs): """Serialize data into a string according to type. :param target_obj: The data to be serialized. :param str data_type: The type to be serialized from. :rtype: str, dict :raises: SerializationError if serialization fails...
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def set_property_value(self, name, value, dry_run=False): """Set or remove property value. See DAVResource.set_property_value() """ if value is None: # We can never remove properties raise DAVError(HTTP_FORBIDDEN) if name == "{virtres:}tags": ...
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async def load_message(self, msg_type, msg=None): """ Loads message if the given type from the reader. Supports reading directly to existing message. :param msg_type: :param msg: :return: """ msg = msg_type() if msg is None else msg fields = msg_t...
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def audit_customer_subscription(customer, unknown=True): """ Audits the provided customer's subscription against stripe and returns a pair that contains a boolean and a result type. Default result types can be found in zebra.conf.defaults and can be overridden in your project's settings. """ ...
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def generate_pretty_output(self, stat, verbose, output_function, logs=True): """ Send the formated to the provided function :param stat: if True print stat instead of full output :param verbose: bool :param output_function: function to send output to """ has_che...
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def is_writable_dir(directory, **kwargs): """ tests to see if the directory is writable. If the directory does it can attempt to create it. If unable returns False args: directory: filepath to the directory kwargs: mkdir[bool]: create the directory if it does not exist ...
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async def _dhcp_handler(self): """ Mini DHCP server, respond DHCP packets from OpenFlow """ conn = self._connection ofdef = self._connection.openflowdef l3 = self._parent._gettableindex('l3input', self._connection.protocol.vhost) dhcp_packet_matcher = OpenflowAsyn...
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def init_requests_cache(refresh_cache=False): """ Initializes a cache which the ``requests`` library will consult for responses, before making network requests. :param refresh_cache: Whether the cache should be cleared out """ # Cache data from external sources; used in some checks dirs = A...
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def register(self, lookup: Lookup, encoder: Encoder, decoder: Decoder, label: str=None) -> None: """ Registers the given ``encoder`` and ``decoder`` under the given ``lookup``. A unique string label may be optionally provided that can be used to refer to the registration by name. ...
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def preprocess_fallback_config(): """Preprocesses the fallback include and library paths depending on the platform.""" global LIBIGRAPH_FALLBACK_INCLUDE_DIRS global LIBIGRAPH_FALLBACK_LIBRARY_DIRS global LIBIGRAPH_FALLBACK_LIBRARIES if os.name == 'nt' and distutils.ccompiler.get_default_com...
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def Input_dispatchMouseEvent(self, type, x, y, **kwargs): """ Function path: Input.dispatchMouseEvent Domain: Input Method name: dispatchMouseEvent Parameters: Required arguments: 'type' (type: string) -> Type of the mouse event. 'x' (type: number) -> X coordinate of the event relative to ...
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def find_node_group_membership(self, node): """ Identifies the group for which a node belongs to. """ for group, nodelist in self.nodes.items(): if node in nodelist: return group
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def AgregarReceptor(self, cuit, iibb, nro_socio, nro_fet, **kwargs): "Agrego un receptor a la liq." rcpt = dict(cuit=cuit, iibb=iibb, nroSocio=nro_socio, nroFET=nro_fet) self.solicitud['receptor'] = rcpt return True
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def is_not(self, other): """ Ensures :attr:`subject` is not *other* (object identity check). """ self._run(unittest_case.assertIsNot, (self._subject, other)) return ChainInspector(self._subject)
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def get_timeseries_list(points, timestamp): """Convert a list of `GaugePoint`s into a list of `TimeSeries`. Get a :class:`opencensus.metrics.export.time_series.TimeSeries` for each measurement in `points`. Each series contains a single :class:`opencensus.metrics.export.point.Point` that represents the ...
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def rename_abiext(self, inext, outext): """Rename the Abinit file with extension inext with the new extension outext""" infile = self.has_abiext(inext) if not infile: raise RuntimeError('no file with extension %s in %s' % (inext, self)) for i in range(len(infile) - 1, -1, -1...
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def get_step_name(self, index: int) -> str: """ Give the waterfall step a unique name """ step_name = self._steps[index].__qualname__ if not step_name or ">" in step_name : step_name = f"Step{index + 1}of{len(self._steps)}" return step_name
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def get_tables(self): """ Returns a collection of this worksheet tables""" url = self.build_url(self._endpoints.get('get_tables')) response = self.session.get(url) if not response: return [] data = response.json() return [self.table_constructor(parent=self...
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def plot_color_map_bars(values, vmin=None, vmax=None, color_map=None, axis=None, **kwargs): ''' Plot bar for each value in `values`, colored based on values mapped onto the specified color map. Args ---- values (pandas.Series) : Numeric values to plot one bar per va...
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def upsert(self, events): """Inserts/updates the given events into MySQL""" existing = self.get_existing_keys(events) inserts = [e for e in events if not e[self.key] in existing] updates = [e for e in events if e[self.key] in existing] self.insert(inserts) self.update(upd...
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def mode(self, **kwargs): """Returns a new QueryCompiler with modes calculated for each label along given axis. Returns: A new QueryCompiler with modes calculated. """ axis = kwargs.get("axis", 0) def mode_builder(df, **kwargs): result = df.mode(**kwargs...
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def subcommand(self, *args): """Get subcommand acting on a service. Subcommand will run in service directory and with the environment variables used to run the service itself. Args: *args: Arguments to run command (e.g. "redis-cli", "-n", "1") Returns: Subcom...
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def get_files_by_path(path): '''Get a file or set of files from a file path Return list of files with path ''' if os.path.isfile(path): return [path] if os.path.isdir(path): return get_morph_files(path) raise IOError('Invalid data path %s' % path)
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def _find_spec_from_path(name, path=None): """Return the spec for the specified module. First, sys.modules is checked to see if the module was already imported. If so, then sys.modules[name].__spec__ is returned. If that happens to be set to None, then ValueError is raised. If the module is not in s...
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def _sheet_meta_from_regex(m, sheets, old_name, name, ct_paleo, ct_chron): """ Build metadata for a sheet. Receive valid regex match object and use that to create metadata. :param obj m: Regex match object :param list sheets: Running list of sheet metadata :param str old_name: Original sheet name ...
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def locate_unknown_arc_lines(self, slitlet2d, times_sigma_threshold=15, minimum_threshold=None, delta_x_max=30, delta_y_min=30, min_dist_from_middle=15): ...
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def apply_patch(self, patch_name): """Applies the patch *patch_name* on to the current working directory in case the patch exists. In case applying the patch was successful, the patch is automatically removed from the stash. Returns ``True`` in case applying the patch was successful, oth...
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def example_generator(all_files, urls_path, sum_token): """Generate examples.""" def fix_run_on_sents(line): if u"@highlight" in line: return line if not line: return line if line[-1] in END_TOKENS: return line return line + u"." filelist = example_splits(urls_path, all_files) ...
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def get_conditional_instance(self, parameter_names): """ get a new Schur instance that includes conditional update from some parameters becoming known perfectly Parameters ---------- parameter_names : list parameters that are to be treated as notionally perfectly ...
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def get_mac_address( interface=None, ip=None, ip6=None, hostname=None, network_request=True ): # type: (Optional[str], Optional[str], Optional[str], Optional[str], bool) -> Optional[str] """Get a Unicast IEEE 802 MAC-48 address from a local interface or remote host. You must only use one of...
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def expects_none(options): """ Returns whether the given query options expect a possible count of zero. Args: options (Dict[str, int | Iterable[int]]): A dictionary of query options. Returns: bool: Whether a possible count of zero is expected. """ if any(options.get(key) is no...
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def reload_input_rbridge_id(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") reload = ET.Element("reload") config = reload input = ET.SubElement(reload, "input") rbridge_id = ET.SubElement(input, "rbridge-id") rbridge_id.text = kwa...
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def add_point(self, point, value, check=True): """Add a point to the TextTier :param int point: Time of the point. :param str value: Text of the point. :param bool check: Flag to check for overlap. :raises Exception: If overlap or wrong tiertype. """ if self.tier...
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def _execShowCountCmd(self, showcmd): """Execute 'show' command and return result dictionary. @param cmd: Command string. @return: Result dictionary. """ result = None lines = self._execCmd("show", showcmd + " count") for line in line...
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def get_first_of_week(self): """ Returns an integer representing the first day of the week. 0 represents Monday, 6 represents Sunday. """ if self.first_of_week is None: raise ImproperlyConfigured("%s.first_of_week is required." % self.__class__.__name__) if s...
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def delete_index(self, index_name): """ Removes an existing index in the locally cached DesignDocument indexes dictionary. :param str index_name: Name used to identify the index. """ index = self.get_index(index_name) if index is None: return ...
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def check_git_version(): """Check the installed git version against a known-stable version. If the git version is less then ``MIN_GIT_VERSION``, a warning is raised. If git is not installed at all on this system, we also raise a warning for that. The original reason why this check was introduced ...
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def editpermissions_group_view(self, request, group_id, forum_id=None): """ Allows to edit group permissions for the considered forum. The view displays a form to define which permissions are granted for the given group for the considered forum. """ group = get_object_or_404(Gr...
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def _merge_metadata(samples): """Merge all metadata into CSV file""" samples = list(utils.flatten(samples)) out_dir = dd.get_work_dir(samples[0]) logger.info("summarize metadata") out_file = os.path.join(out_dir, "metadata.csv") sample_metrics = collections.defaultdict(dict) for s in samples...
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def _get_populate_values(self, instance) -> Tuple[str, str]: """Gets all values (for each language) from the specified's instance's `populate_from` field. Arguments: instance: The instance to get the values from. Returns: A list of (lang_code, va...
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def is_ip_address(value, **kwargs): """Indicate whether ``value`` is a valid IP address (version 4 or version 6). :param value: The value to evaluate. :returns: ``True`` if ``value`` is valid, ``False`` if it is not. :rtype: :class:`bool <python:bool>` :raises SyntaxError: if ``kwargs`` contains ...
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def render(self, context): """Handle the actual rendering. """ user = self._get_value(self.user_key, context) feature = self._get_value(self.feature, context) if feature is None: return '' allowed = show_feature(user, feature) return self.nodelist.re...
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def cmd_post(self, connection, sender, target, payload): """ Sends a message """ msg_target, topic, content = self.parse_payload(payload) def callback(sender, payload): logging.info("POST RES from %s: %s", sender, payload) self.__herald.post(msg_target, topi...
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def namedb_get_historic_names_by_address( cur, address, offset=None, count=None ): """ Get the list of all names ever owned by this address (except the current one), ordered by creation date. Return a list of {'name': ..., 'block_id': ..., 'vtxindex': ...}} """ query = "SELECT name_records.name,his...
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def centralManagerDidUpdateState_(self, manager): """Called when the BLE adapter is powered on and ready to scan/connect to devices. """ logger.debug('centralManagerDidUpdateState called') # Notify adapter about changed central state. get_provider()._adapter._state_change...
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def emit_toi_stats(toi_set, peripherals): """ Calculates new TOI stats and emits them via statsd. """ count_by_zoom = defaultdict(int) total = 0 for coord_int in toi_set: coord = coord_unmarshall_int(coord_int) count_by_zoom[coord.zoom] += 1 total += 1 peripherals.s...
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def constant_propagation(block, silence_unexpected_net_warnings=False): """ Removes excess constants in the block. Note on resulting block: The output of the block can have wirevectors that are driven but not listened to. This is to be expected. These are to be removed by the _remove_unlistened_net...
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def _prepare_memoization_key(args, kwargs): """ Make a tuple of arguments which can be used as a key for a memoized function's lookup_table. If some object can't be hashed then used its __repr__ instead. """ key_list = [] for arg in args: try: hash(arg) key_li...
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def _dmi_cast(key, val, clean=True): ''' Simple caster thingy for trying to fish out at least ints & lists from strings ''' if clean and not _dmi_isclean(key, val): return elif not re.match(r'serial|part|asset|product', key, flags=re.IGNORECASE): if ',' in val: val = [el....
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def one_item(self, item, detach:bool=False, denorm:bool=False, cpu:bool=False): "Get `item` into a batch. Optionally `detach` and `denorm`." ds = self.single_ds with ds.set_item(item): return self.one_batch(ds_type=DatasetType.Single, detach=detach, denorm=denorm, cpu=cpu)
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def schedCoro(self, coro): ''' Schedules a free-running coroutine to run on this base's event loop. Kills the coroutine if Base is fini'd. It does not pend on coroutine completion. Precondition: This function is *not* threadsafe and must be run on the Base's event loop ...
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def initial(self, request, *args, **kwargs): """ Custom initial method: * ensure node exists and store it in an instance attribute * change queryset to return only devices of current node """ super(NodeDeviceList, self).initial(request, *args, **kwargs) #...
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async def send_cred_def(self, s_id: str, revo: bool = True, rr_size: int = None) -> str: """ Create a credential definition as Issuer, store it in its wallet, and send it to the ledger. Raise CorruptWallet for wallet not pertaining to current ledger, BadLedgerTxn on failure to send cred...
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def get_version(self, service_id, version_number): """Get the version for a particular service.""" content = self._fetch("/service/%s/version/%d" % (service_id, version_number)) return FastlyVersion(self, content)
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def total_cost(self, p=None, p_cost=None, pcost_model=None): """ Computes total cost for the generator at the given output level. """ p = self.p if p is None else p p_cost = self.p_cost if p_cost is None else p_cost pcost_model = self.pcost_model if pcost_model is None else pcost...
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def SequenceOf(klass): """Function to return a class that can encode and decode a list of some other type.""" if _debug: SequenceOf._debug("SequenceOf %r", klass) global _sequence_of_map global _sequence_of_classes, _array_of_classes # if this has already been built, return the cached one ...
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def normalize(text: str) -> str: """ Thai text normalize :param str text: thai text :return: thai text **Example**:: >>> print(normalize("เเปลก")=="แปลก") # เ เ ป ล ก กับ แปลก True """ for data in _NORMALIZE_RULE2: text = re.sub(data[0].replace("t", "[่้๊๋]"), data[1], tex...
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def check_python(code): """Yield errors.""" try: compile(code, '<string>', 'exec') except SyntaxError as exception: yield (int(exception.lineno), exception.msg)
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def paths(self): """Get an iter of VenvPaths within the directory.""" contents = os.listdir(self.path) contents = (os.path.join(self.path, path) for path in contents) contents = (VenvPath(path) for path in contents) return contents
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def union(self, other, ignore_conflicts=False): """Return a new definition from the union of the definitions.""" result = self.copy() result.union_update(other, ignore_conflicts) return result
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def popwhile(cond, queue, *, side): """ Pop elements off a queue while `cond(nextelem)` is True. Parameters ---------- cond : predicate queue : deque side : {'left', 'right'} Returns ------- popped : deque Examples -------- >>> from collections import deque >>>...
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def extend(self, trajectory): """ Concatenate another trajectory Args: trajectory (Trajectory): Trajectory to add """ if self.time_step != trajectory.time_step: raise ValueError('Trajectory not extended: Time steps of trajectories is incompatible') ...
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def ordinal(self, num): """ Return the ordinal of num. num can be an integer or text e.g. ordinal(1) returns '1st' ordinal('one') returns 'first' """ if re.match(r"\d", str(num)): try: num % 2 n = num exce...
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def find_show_by_id(self, show_id): """doc: http://open.youku.com/docs/doc?id=59 """ url = 'https://openapi.youku.com/v2/shows/show.json' params = { 'client_id': self.client_id, 'show_id': show_id } r = requests.get(url, params=params) chec...
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