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def _RemoveUsers(self, remove_users): """Deprovision Linux user accounts that do not appear in account metadata. Args: remove_users: list, the username strings of the Linux accounts to remove. """ for username in remove_users: self.utils.RemoveUser(username) self.user_ssh_keys.pop(use...
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def get_balance(self, address, api_token): """ returns the balance in wei with some inspiration from PyWallet """ broadcast_url = self.base_url + '?module=account&action=balance' broadcast_url += '&address=%s' % address broadcast_url += '&tag=latest' if ap...
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def write_documentation(self, output_file): "Issue documentation report on output_file file like object" if not self.is_opened(): raise helpers.HIDError("Device has to be opened to get documentation") #format class CompundVarDict(object): """Compound variables dictionary. ...
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def thermal_conductivity(self, temperature, volume): """ Eq(17) in 10.1103/PhysRevB.90.174107 Args: temperature (float): temperature in K volume (float): in Ang^3 Returns: float: thermal conductivity in W/K/m """ gamma = self.gruneise...
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def index_service(self, service_id): """ Index a service in search engine. """ from hypermap.aggregator.models import Service service = Service.objects.get(id=service_id) if not service.is_valid: LOGGER.debug('Not indexing service with id %s in search engine as it is not valid' % servi...
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def save(self, path, compressed=True, exist_ok=False): """ Save the GADDAG to file. Args: path: path to save the GADDAG to. compressed: compress the saved GADDAG using gzip. exist_ok: overwrite existing file at `path`. """ path = os.path.expan...
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def get_required_setting(setting, value_re, invalid_msg): """ Return a constant from ``django.conf.settings``. The `setting` argument is the constant name, the `value_re` argument is a regular expression used to validate the setting value and the `invalid_msg` argument is used as exception message ...
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def fetch_url(url): """ Fetch the given url, strip formfeeds and decode it into the defined encoding """ with closing(urllib.urlopen(url)) as f: if f.code is 200: response = f.read() return strip_formfeeds(response).decode(ENCODING)
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def forward(self, pred, target): """Compute the loss model. :param pred: predicted Variable :param target: Target Variable :return: Loss """ loss = th.FloatTensor([0]) for i in range(1, self.moments): mk_pred = th.mean(th.pow(pred, i), 0) ...
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def round_sig_error2(x, ex1, ex2, n): '''Find min(ex1,ex2) rounded to n sig-figs and make the floating point x and max(ex,ex2) match the number of decimals.''' minerr = min(ex1,ex2) minstex = round_sig(minerr,n) if minstex.find('.') < 0: extra_zeros = len(minstex) - n sigfigs = len(s...
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def skip(reason): """The skip decorator allows for you to always bypass a test. :param reason: Expects a string """ def decorator(test_func): if not isinstance(test_func, (type, ClassObjType)): func_data = None if test_func.__name__ == 'DECORATOR_ONCALL': ...
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def _iter_config_props(cls): """Iterate over all ConfigProperty attributes, yielding (attr_name, config_property) """ props = inspect.getmembers(cls, lambda a: isinstance(a, ConfigProperty)) for attr_name, config_prop in props: yield attr_name, config_prop
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def get_all_role_config_groups(resource_root, service_name, cluster_name="default"): """ Get all role config groups in the specified service. @param resource_root: The root Resource object. @param service_name: Service name. @param cluster_name: Cluster name. @return: A list of ApiRoleConfigGroup object...
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def get_checksum32(oqparam, hazard=False): """ Build an unsigned 32 bit integer from the input files of a calculation. :param oqparam: an OqParam instance :param hazard: if True, consider only the hazard files :returns: the checkume """ # NB: using adler32 & 0xffffffff is the documented way...
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def validate_kwargs(func, kwargs): """Validate arguments to be supplied to func.""" func_name = func.__name__ argspec = inspect.getargspec(func) all_args = argspec.args[:] defaults = list(argspec.defaults or []) # ignore implicit 'self' argument if inspect.ismethod(func) and all_args[:1] ==...
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def uncomment_lines(lines): """Uncomment the given list of lines and return them. The first hash mark following any amount of whitespace will be removed on each line.""" ret = [] for line in lines: ws_prefix, rest, ignore = RE_LINE_SPLITTER_UNCOMMENT.match(line).groups() ret.append(ws_p...
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def calculate_affinity(user1, user2, round=False): # pragma: no cover """ Quick one-off affinity calculations. Creates an instance of the ``MALAffinity`` class with ``user1``, then calculates affinity with ``user2``. :param str user1: First user :param str user2: Second user :param round:...
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def eth_call(self, from_, to=None, gas=None, gas_price=None, value=None, data=None, block=BLOCK_TAG_LATEST): """https://github.com/ethereum/wiki/wiki/JSON-RPC#eth_call :param from_: From account address :type from_: str :param to: To account address (o...
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def sendPinnedLocation( self, location, message=None, thread_id=None, thread_type=None ): """ Sends a given location to a thread as a pinned location :param location: Location to send :param message: Additional message :param thread_id: User/Group ID to send to. See ...
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def get_canonical_absolute_expanded_path(path): """Get the canonical form of the absolute path from a possibly relative path (which may have symlinks, etc.)""" return os.path.normcase( os.path.normpath( os.path.realpath( # remove any symbolic links os...
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def delta_cdf(self, d_min, d_max, n=None): r'''Computes the difference in cumulative distribution function between two particle size diameters. .. math:: \Delta Q_n = Q_n(d_{max}) - Q_n(d_{min}) Parameters ---------- ...
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def writeGif( filename, images, duration=0.1, repeat=True, dither=False, nq=0, subRectangles=True, dispose=None): """ writeGif(filename, images, duration=0.1, repeat=True, dither=False, nq=0, subRectangles=True, dispose=None) Write an animated gif from the specified images. ...
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def imagetransformer_sep_channels_16l_16h_imgnet_lrg_loc_128(): """separate rgb embeddings.""" hparams = imagetransformer_sep_channels_12l_16h_imagenet_large() hparams.num_hidden_layers = 16 hparams.local_attention = True hparams.batch_size = 1 hparams.block_length = 128 return hparams
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def GetDate(text=None, selected=None, **kwargs): """Prompt the user for a date. This will raise a Zenity Calendar Dialog for the user to pick a date. It will return a datetime.date object with the date or None if the user hit cancel. text - Text to be displayed in the calendar dialog. ...
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def consult_filters(self, url_info: URLInfo, url_record: URLRecord, is_redirect: bool=False) \ -> Tuple[bool, str, dict]: '''Consult the URL filter. Args: url_record: The URL record. is_redirect: Whether the request is a redirect and it is desired tha...
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def eni_absent( name, release_eip=False, region=None, key=None, keyid=None, profile=None): ''' Ensure the EC2 ENI is absent. .. versionadded:: 2016.3.0 name Name tag associated with the ENI. release_eip True/False - release any EIP a...
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def _add(self, ctx, table_name, record_id, column_values): """ :type column_values: list of (column, value_json) """ vsctl_table = self._get_table(table_name) ovsrec_row = ctx.must_get_row(vsctl_table, record_id) for column, value in column_values: ctx.add_col...
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def get_authorization_query_session(self): """Gets the ``OsidSession`` associated with the authorization query service. return: (osid.authorization.AuthorizationQuerySession) - an ``AuthorizationQuerySession`` raise: OperationFailed - unable to complete request raise: ...
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def get_item_metadata(self, handle): """Return dictionary containing all metadata associated with handle. In other words all the metadata added using the ``add_item_metadata`` method. :param handle: handle for accessing an item before the dataset is frozen ...
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def check_spam(self, ip=None, email=None, name=None, login=None, realname=None, subject=None, body=None, subject_type='plain', body_type='plain'): """ http://api.yandex.ru/cleanweb/doc/dg/concepts/check-spam.xml subject_type = plain|html|bbcode body_type = plain|html|b...
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def create_from_tuples(self, tuples, **args): """ Creates from a list of (subj,subj_name,obj) tuples """ amap = {} subject_label_map = {} for a in tuples: subj = a[0] subject_label_map[subj] = a[1] if subj not in amap: a...
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def launch_ipython_legacy_shell(args): # pylint: disable=unused-argument """Open the SolveBio shell (IPython wrapper) for older IPython versions""" try: from IPython.config.loader import Config except ImportError: _print("The SolveBio Python shell requires IPython.\n" "To ins...
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def point_in_multipolygon(point, multipoly): """ valid whether the point is located in a mulitpolygon (donut polygon is not supported) Keyword arguments: point -- point geojson object multipoly -- multipolygon geojson object if(point inside multipoly) return true else false """ c...
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def AddKeywordsForName(self, name, keywords): """Associates keywords with name. Records that keywords are associated with name. Args: name: A name which should be associated with some keywords. keywords: A collection of keywords to associate with name. """ data_store.DB.IndexAddKeyword...
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def get_tags(self): """Returns a list of set of tags.""" return sorted([frozenset(meta_graph.meta_info_def.tags) for meta_graph in self.meta_graphs])
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def reads(paths, filename='data.h5', options=None, **keywords): """ Reads data from an HDF5 file (high level). High level function to read one or more pieces of data from an HDF5 file located at the paths specified in `paths` into Python types. Each path is specified as a POSIX style path where the dat...
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def expandtree(self, model=None): """ Goes through the expand options associated with this context and returns a trie of data. :param model: subclass of <orb.Model> || None :return: <dict> """ if model and not self.columns: schema = model.schema() ...
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def find_class_in_list(klass, lst): """ Returns the first occurrence of an instance of type `klass` in the given list, or None if no such instance is present. """ filtered = list(filter(lambda x: x.__class__ == klass, lst)) if filtered: return filtered[0] return None
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def chunk(iterator, max_size): """Chunk a list/set/etc. :param iter iterator: The iterable object to chunk. :param int max_size: Max size of each chunk. Remainder chunk may be smaller. :return: Yield list of items. :rtype: iter """ gen = iter(iterator) while True: chunked = lis...
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def slfo(wnd, res=50, neighbors=2, max_miss=.7, start_delta=1e-4): """ Side Lobe Fall Off (dB/oct). Finds the side lobe peak fall off numerically in dB/octave by using the ``scipy.optimize.fmin`` function. Hint ---- Originally, Harris rounded the results he found to a multiple of -6, you can use the A...
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def nhmmer(self, output_path, unpack, threads, evalue): ''' nhmmer - Search input path using nhmmer Parameters ---------- output_path : str A string containing the path to the input sequences unpack : obj UnpackRawReads object, returns string comm...
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def call_good_cb(self): """ If good_cb returns True then keep it :return: """ with LiveExecution.lock: if self.good_cb and not self.good_cb(): self.good_cb = None
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def all_simple_bb_paths(self, start_address, end_address): """Return a list of path between start and end address. """ bb_start = self._find_basic_block(start_address) bb_end = self._find_basic_block(end_address) paths = networkx.all_simple_paths(self._graph, source=bb_start.add...
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def clear(self): """ Clears the dict. """ self.__values.clear() self.__access_keys = [] self.__modified_times.clear()
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def nEx(mt, x, n): """ nEx : Returns the EPV of a pure endowment (deferred capital). Pure endowment benefits are conditional on the survival of the policyholder. (v^n * npx) """ return mt.Dx[x + n] / mt.Dx[x]
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def create(hdf5, name, dtype, shape=(None,), compression=None, fillvalue=0, attrs=None): """ :param hdf5: a h5py.File object :param name: an hdf5 key string :param dtype: dtype of the dataset (usually composite) :param shape: shape of the dataset (can be extendable) :param compression...
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def add_stream_logger(level=logging.DEBUG, name=None): """ Add a stream logger. This can be used for printing all SDK calls to stdout while working in an interactive session. Note this is a logger for the entire module, which will apply to all environments started in the same session. If you need a ...
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def read_cache(stream): """Read a cache file from the given stream :return: tuple(version, entries_dict, extension_data, content_sha) * version is the integer version number * entries dict is a dictionary which maps IndexEntry instances to a path at a stage * extension_data is '' or 4 bytes of type ...
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def __signalReceived(self, *args): """Received signal. Cancel previous timer and store args to be forwarded later.""" if self.__disconnecting: return with self.__lock: self.__args = args if self.__rateLimit == 0: self.__timer.stop() ...
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def general_symbolic(target, eqn=None, arg_map=None): r''' A general function to interpret a sympy equation and evaluate the linear components of the source term. Parameters ---------- target : OpenPNM object The OpenPNM object where the result will be applied. eqn : sympy symbolic...
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def _is_pid_running_on_windows(pid): """Check if a process is running on windows systems based on the pid.""" pid = str(pid) # Hide flashing command prompt startupinfo = subprocess.STARTUPINFO() startupinfo.dwFlags |= subprocess.STARTF_USESHOWWINDOW process = subprocess.Popen(r'tasklis...
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def karma(nick, rest): "Return or change the karma value for some(one|thing)" karmee = rest.strip('++').strip('--').strip('~~') if '++' in rest: Karma.store.change(karmee, 1) elif '--' in rest: Karma.store.change(karmee, -1) elif '~~' in rest: change = random.choice([-1, 0, 1]) Karma.store.change(karmee, c...
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def _author_line(self): """ Helper method to concatenate author and institution values, if necessary :return: string """ if self.author and self.institution: return self.author + ";" + self.institution elif self.author: return self.author e...
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def get_access_flags_string(value): """ Transform an access flag field to the corresponding string :param value: the value of the access flags :type value: int :rtype: string """ flags = [] for k, v in ACCESS_FLAGS.items(): if (k & value) == k: flags.append(v) ...
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def create_group(self, title = None, parent = None, image = 1, y = 2999, mon = 12, d = 28, h = 23, min_ = 59, s = 59): """This method creates a new group. A group title is needed or no group will be created. If a parent is given, the group will be crea...
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def get(self, sid): """ Constructs a CertificateContext :param sid: A string that uniquely identifies the Certificate. :returns: twilio.rest.preview.deployed_devices.fleet.certificate.CertificateContext :rtype: twilio.rest.preview.deployed_devices.fleet.certificate.CertificateC...
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def get_file_type(variant_source): """Check what kind of file variant source is Args: variant_source (str): Path to variant source Returns: file_type (str): 'vcf', 'gemini' or 'unknown' """ file_type = 'unknown' valid_vcf_suffixes = ('.vcf', '.vcf.gz...
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def get(self, req, driver): """Get info of a network Get info of a specific netowrk with id on special cloud with: :Param req :Type object Request """ response = driver.get_network(req.params, id) data = { 'action': "get", 'contr...
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def create_quiz_submission_start_quiz_taking_session(self, quiz_id, course_id, access_code=None, preview=None): """ Create the quiz submission (start a quiz-taking session). Start taking a Quiz by creating a QuizSubmission which you can use to answer questions and submit your answe...
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def log_append(self, oldbinsha, message, newbinsha=None): """Append a logentry to the logfile of this ref :param oldbinsha: binary sha this ref used to point to :param message: A message describing the change :param newbinsha: The sha the ref points to now. If None, our current commit s...
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def _get_token_create_url(config): ''' Create Vault url for token creation ''' role_name = config.get('role_name', None) auth_path = '/v1/auth/token/create' base_url = config['url'] return '/'.join(x.strip('/') for x in (base_url, auth_path, role_name) if x)
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def _sample_field(self, sample): """Returns string representation of sample-format values. Raises: KeyError: if requested sample is not defined. """ tag_values = self.sample_tag_values[sample].values() if tag_values: return ":".join(tag_values) el...
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def process_all(self, texts:Collection[str]) -> List[List[str]]: "Process a list of `texts`." if self.n_cpus <= 1: return self._process_all_1(texts) with ProcessPoolExecutor(self.n_cpus) as e: return sum(e.map(self._process_all_1, partition_by_cores(texts, self.n_cpus)), [])
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def get_many(self, type: Type[T], query: Mapping[str, Any], streaming: bool = False) -> Iterable[T]: """Gets a query from the data pipeline, which contains a request for multiple objects. 1) Extracts the query the sequence of data sources. 2) Inserts the results into the data sinks (if appropri...
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def correct_db_restart(self): """Ensure DB is consistent after unexpected restarts. """ LOG.info("Checking consistency of DB") # Any Segments allocated that's not in Network or FW DB, release it seg_netid_dict = self.service_segs.get_seg_netid_src(fw_const.FW_CONST) vlan_netid_di...
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def michalewicz(theta): """Michalewicz function""" x, y = theta obj = - np.sin(x) * np.sin(x ** 2 / np.pi) ** 20 - \ np.sin(y) * np.sin(2 * y ** 2 / np.pi) ** 20 grad = np.array([ - np.cos(x) * np.sin(x ** 2 / np.pi) ** 20 - (40 / np.pi) * x * np.sin(x) * np.sin(x ** 2 / np.pi) ...
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def main(argv=sys.argv, stream=sys.stderr): """Entry point for ``tappy`` command.""" args = parse_args(argv) suite = build_suite(args) runner = unittest.TextTestRunner(verbosity=args.verbose, stream=stream) result = runner.run(suite) return get_status(result)
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def save(self, inplace=True): """ Saves modification to the api server. """ data = self._modified_data() data = data['permissions'] if bool(data): url = six.text_type(self.href) + self._URL['permissions'] extra = {'resource': self.__class__.__name_...
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def start_agent(agent, recp, desc, allocation_id=None, *args, **kwargs): ''' Tells remote host agent to start agent identified by desc. The result value of the fiber is IRecipient. ''' f = fiber.Fiber() f.add_callback(agent.initiate_protocol, IRecipient(recp), desc, allocation...
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def send(self, smtp=None, **kw): """ Sends message. :param smtp: When set, parameters from this dictionary overwrite options from config. See `emails.Message.send` for more information. :param kwargs: Parameters for `emails.Message.send` :return: Response ...
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def _format_object_mask(objectmask): """Format the new style object mask. This wraps the user mask with mask[USER_MASK] if it does not already have one. This makes it slightly easier for users. :param objectmask: a string-based object mask """ objectmask = objectmask.strip() if (not obje...
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def Uninstall(self, package_name, keep_data=False, timeout_ms=None): """Removes a package from the device. Args: package_name: Package name of target package. keep_data: whether to keep the data and cache directories timeout_ms: Expected timeout for pushing and installing....
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def is_jid(jid): ''' Returns True if the passed in value is a job id ''' if not isinstance(jid, six.string_types): return False if len(jid) != 20 and (len(jid) <= 21 or jid[20] != '_'): return False try: int(jid[:20]) return True except ValueError: ret...
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def to_table_data(self): """ :raises ValueError: :raises pytablereader.error.ValidationError: """ self._validate_source_data() header_list = [] for json_record in self._buffer: for key in json_record: if key not in header_list: ...
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def filter_arc(w, h, aspect): """Aspect ratio convertor. you must specify output size and source aspect ratio (as float)""" taspect = float(w)/h if abs(taspect - aspect) < 0.01: return "scale=%s:%s"%(w,h) if taspect > aspect: # pillarbox pt = 0 ph = h pw = int (h*aspect) ...
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def run_copy(self, source_project_dataset_tables, destination_project_dataset_table, write_disposition='WRITE_EMPTY', create_disposition='CREATE_IF_NEEDED', labels=None): """ Executes a BigQuery copy command to copy dat...
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def detach(self) -> iostream.IOStream: """Take control of the underlying stream. Returns the underlying `.IOStream` object and stops all further HTTP processing. Intended for implementing protocols like websockets that tunnel over an HTTP handshake. This method is only supporte...
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def decrypt(self, message, **kwargs): """Decrypt the contents of a string or file-like object ``message``. :type message: file or str or :class:`io.BytesIO` :param message: A string or file-like object to decrypt. :param bool always_trust: Instruct GnuPG to ignore trust checks. ...
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def get_instances(self): """Mostly used for debugging""" return ["<%s prefix:%s (uid:%s)>" % (self.__class__.__name__, i.prefix, self.uid) for i in self.instances]
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def path_yield(path): """Yield on all path parts.""" for part in (x for x in path.strip(SEP).split(SEP) if x not in (None, '')): yield part
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def replace(self, key, value, time=0, compress_level=-1): """ Replace a key/value to server ony if it does exist. :param key: Key's name :type key: six.string_types :param value: A value to be stored on server. :type value: object :param time: Time in seconds tha...
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def JG(cpu, target): """ Jumps short if greater. :param cpu: current CPU. :param target: destination operand. """ cpu.PC = Operators.ITEBV(cpu.address_bit_size, Operators.AND(cpu.ZF == False, cpu.SF == cpu.OF), target.read(), cpu.PC)
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def temporary_dir(delete=True, dir=None, prefix='elasticluster.', suffix='.d'): """ Make a temporary directory and make it current for the code in this context. Delete temporary directory upon exit from the context, unless ``delete=False`` is passed in the arguments. Arguments *s...
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def draw_figs(FIGS): """ Can only be used if matplotlib backend is set to TKAgg Does not play well with wxPython Parameters _________ FIGS : dictionary of figure names as keys and numbers as values """ is_win = True if sys.platform in ['win32', 'win64'] else False if not is_win: ...
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def _clean_listofcomponents_tuples(listofcomponents_tuples): """force 3 items in the tuple""" def to3tuple(item): """return a 3 item tuple""" if len(item) == 3: return item else: return (item[0], item[1], None) return [to3tuple(item) for item in listofcomponen...
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def _resample_obspy(samples, sr, newsr, window='hanning', lowpass=True): # type: (np.ndarray, int, int, str, bool) -> np.ndarray """ Resample using Fourier method. The same as resample_scipy but with low-pass filtering for upsampling """ from scipy.signal import resample from math import ce...
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def _all_get_table_col(self, key, column, fullname): """ Creates a pytables column instance. The type of column depends on the type of `column[0]`. Note that data in `column` must be homogeneous! """ val = column[0] try: # # We do not want to loose int_ ...
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def readFile(self, pathToFile): """ Returns data from a file. @type pathToFile: str @param pathToFile: Path to the file. @rtype: str @return: The data from file. """ fd = open(pathToFile, "rb") data = fd.read() fd.close()...
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def GetVectorAsNumpy(numpy_type, buf, count, offset): """ GetVecAsNumpy decodes values starting at buf[head] as `numpy_type`, where `numpy_type` is a numpy dtype. """ if np is not None: # TODO: could set .flags.writeable = False to make users jump through # hoops before modifying... ...
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def encode(self, variables, attributes): """ Encode the variables and attributes in this store Parameters ---------- variables : dict-like Dictionary of key/value (variable name / xr.Variable) pairs attributes : dict-like Dictionary of key/value (...
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def add_result(self, values): """ Add a tuple or increment the value of an existing one in the rule results dictionary. """ idx = [values['host']] for gid in self.key_gids[1:]: idx.append(values[gid]) idx = tuple(idx) try: ...
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def add_section_break(self): """Return `w:sectPr` element for new section added at end of document. The last `w:sectPr` becomes the second-to-last, with the new `w:sectPr` being an exact clone of the previous one, except that all header and footer references are removed (and are therefo...
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def _call(self, mthd, uri, admin, data, headers, std_headers): """ Handles all the common functionality required for API calls. Returns the resulting response object. """ if not uri.startswith("http"): uri = "/".join((self.auth_endpoint.rstrip("/"), uri)) if a...
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def get_access_list( self, email, uid ): ''' Takes and email and matching uid, builds a uref and fetches an access structure that looks like: { "count": 1, "code": 0, "ts": 1428522205, "limit": 100, "offset": 0, ...
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def _group_batches_shared(xs, caller_batch_fn, prep_data_fn): """Shared functionality for grouping by batches for variant calling and joint calling. """ singles = [] batch_groups = collections.defaultdict(list) for args in xs: data = utils.to_single_data(args) caller, batch = caller_...
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def cookie_name_check(cookie_name): """ Check cookie name for validity. Return True if name is valid :param cookie_name: name to check :return: bool """ cookie_match = WHTTPCookie.cookie_name_non_compliance_re.match(cookie_name.encode('us-ascii')) return len(cookie_name) > 0 and cookie_match is None
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def transform_flask_bare_import(node): '''Translates a flask.ext.wtf bare import into a non-magical import. Translates: import flask.ext.admin as admin Into: import flask_admin as admin ''' new_names = [] for (name, as_name) in node.names: match = re.match(r'flask\.ext\...
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def __set_unkown_effect(self, hgvs_string): """Sets a flag for unkown effect according to HGVS syntax. The COSMIC database also uses unconventional questionmarks to denote missing information. Args: hgvs_string (str): hgvs syntax with "p." removed """ # Stand...
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def available_input_formats(): """ Return all available input formats. Returns ------- formats : list all available input formats """ input_formats = [] for v in pkg_resources.iter_entry_points(DRIVERS_ENTRY_POINT): logger.debug("driver found: %s", v) driver_ = v...
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def init_neutron_consumer(self, mq): """ Init openstack neutron mq 1. Check if enable listening neutron notification 2. Create consumer :param mq: class ternya.mq.MQ """ if not self.enable_component_notification(Openstack.Neutron): log.debug("disable...
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