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def get_encrpyted_path(original_path, surfix=default_surfix): p = Path(original_path).absolute() encrypted_p = p.change(new_fname=p.fname + surfix) return encrypted_p.abspath
Find the output encrypted file /dir path (by adding a surfix). Example: - file: ``${home}/test.txt`` -> ``${home}/test-encrypted.txt`` - dir: ``${home}/Documents`` -> ``${home}/Documents-encrypted``
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def close(self) -> None: if not self._closed: self._async_client.close() self._io_loop.close() self._closed = True
Closes the HTTPClient, freeing any resources used.
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def setup_logging(default_path=, default_level=logging.INFO, env_key=): path = default_path value = os.getenv(env_key, None) if value: path = value if os.path.exists(path): with open(path, ) as file: try: config = yaml.safe_load(file.read()) ...
Logging setup.
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def _dataset_info(dataset): info = {} info["uri"] = dataset.uri info["uuid"] = dataset.uuid tot_size = sum([dataset.item_properties(i)["size_in_bytes"] for i in dataset.identifiers]) info["size_int"] = tot_size info["size_str"] = sizeof_fmt(tot_size) info["cr...
Return information about dataset as a dict.
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def dataset(self): if self.dataset_format: return ".".join([self.dataset_name, self.dataset_format]) return self.dataset_name
Qualify the dataset_name with the dataset_format if supplied :return: dataset name :rtype: str
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def tri_diag_solve(a, b, c, d): n = len(a) a, b, c, d = map(numpy.array, (a, b, c, d)) c[0] /= b[0] d[0] /= b[0] for i in range(1, n): m = b[i] - a[i] * c[i - 1] c[i] /= m d[i] = (d[i] - a[i] * d[i - 1]) / m x = d for i in range(n - 2, -1, -1): x[i] -= c[...
Solve a[i] * x[i-1] + b[i] * x[i] + c[i] * x[i+1] = d[i] for x[i] Adapted from: http://en.wikipedia.org/wiki/Tridiagonal_matrix_algorithm.
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def currentPixmapRect(self): pixmap = self.currentPixmap() rect = self.rect() size = pixmap.size() x = rect.center().x() - (size.width() / 2.0) y = rect.center().y() - (size.height() / 2.0) return QtCore.QRect(x, y, size.width(), si...
Returns the rect that defines the boundary for the current pixmap based on the size of the button and the size of the pixmap. :return <QtCore.QRect>
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def set_content(self, content): if self.allows_content: self.content = content.strip() else: raise UNTLStructureException( % (self.tag,) )
Set textual content for the object/node. Verifies the node is allowed to contain content, and throws an exception if not.
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def locked_delete(self): filters = {self.key_name: self.key_value} self.session.query(self.model_class).filter_by(**filters).delete()
Delete credentials from the SQLAlchemy datastore.
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def resolve(input, representation, resolvers=None, **kwargs): resultdict = query(input, representation, resolvers, **kwargs) result = resultdict[0][] if resultdict else None if result and len(result) == 1: result = result[0] return result
Resolve input to the specified output representation
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def changeThreadTitle(self, title, thread_id=None, thread_type=ThreadType.USER): thread_id, thread_type = self._getThread(thread_id, thread_type) if thread_type == ThreadType.USER: return self.changeNickname( title, thread_id, thread_id=thread_id, threa...
Changes title of a thread. If this is executed on a user thread, this will change the nickname of that user, effectively changing the title :param title: New group thread title :param thread_id: Group ID to change title of. See :ref:`intro_threads` :param thread_type: See :ref:`intro_th...
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def Nads_in_slab(self): return sum([self.composition.as_dict()[a] for a \ in self.ads_entries_dict.keys()])
Returns the TOTAL number of adsorbates in the slab on BOTH sides
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def ensure_overlap_ratio(self, required_ratio=0.5): msg = \ for i in range(0, len(self) - 1): b1 = self[i] b2 = self[i + 1] try: ratio = b1.intersection_ratio(b2) except ValueError: ratio = 0 ...
Ensure that every adjacent pair of frequency bands meets the overlap ratio criteria. This can be helpful in scenarios where a scale is being used in an invertible transform, and something like the `constant overlap add constraint <https://ccrma.stanford.edu/~jos/sasp/Constant_Overlap_Ad...
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def timespan_type(arg): try: arg = parse_timespan(arg) except ValueError: raise argparse.ArgumentTypeError("{0} is not a valid time span".format(repr(arg))) return arg
An argparse type representing a timespan such as 6h for 6 hours.
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def bind_bottom_up(lower, upper, __fval=None, **fval): if __fval is not None: fval.update(__fval) lower.payload_guess = lower.payload_guess[:] lower.payload_guess.append((fval, upper))
Bind 2 layers for dissection. The upper layer will be chosen for dissection on top of the lower layer, if ALL the passed arguments are validated. If multiple calls are made with the same # noqa: E501 layers, the last one will be used as default. ex: >>> bind_bottom_up(Ether, SNAP, type=0x1234)...
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def update(cls,table, dic, Id): if dic: req = "UPDATE {table} SET {SET} WHERE id = " + cls.named_style.format() + " RETURNING * " r = abstractRequetesSQL.formate(req, SET=dic, table=table, args=dict(dic, __id=Id)) return MonoExecutant(r) return MonoExecutant...
Update row with Id from table. Set fields given by dic.
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def get_characteristic_handle_from_uuid(self, uuid): ch = self.get_characteristic_from_uuid(uuid) return None if ch is None else ch.char_handle
Given a characteristic UUID, return its handle. Args: uuid (str): a string containing the hex-encoded UUID Returns: None if an error occurs, otherwise an integer handle.
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def metric_arun_2010(topic_word_distrib, doc_topic_distrib, doc_lengths): cm1 = np.linalg.svd(topic_word_distrib, compute_uv=False) return np.sum(cm1*np.log(cm1/cm2)) + np.sum(cm2*np.log(cm2/cm1))
Rajkumar Arun, V. Suresh, C. E. Veni Madhavan, and M. N. Narasimha Murthy. 2010. On finding the natural number of topics with latent dirichlet allocation: Some observations. In Advances in knowledge discovery and data mining, Mohammed J. Zaki, Jeffrey Xu Yu, Balaraman Ravindran and Vikram Pudi (eds.). Springer ...
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def _match_getters(self, query, getters=None): if getters is None: getters = self._getters if query in getters: name, response = getters[query] logger.debug( % name) response = response.format(self._properties[name].get_value()) retur...
Tries to match in getters :param query: message tuple :type query: Tuple[bytes] :return: response if found or None :rtype: Tuple[bytes] | None
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def create_firewall_rule(self, protocol, action, **kwargs): body = {: protocol, : action} if in kwargs: body[] = kwargs[] if in kwargs: body[] = kwargs[] if in kwargs: body[] = kwargs[] if in kwargs: body[] = kwargs[] ...
Create a new firlwall rule
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def setAllEntriesFromParList(self, aParList, updateModel=False): theParamList = self._taskParsObj.getParList() if len(aParList) != len(theParamList): showwarning(message="Attempting to set parameter values from a "+ \ "list of different length ("+...
Set all the parameter entry values in the GUI to the values in the given par list. If 'updateModel' is True, the internal param list will be updated to the new values as well as the GUI entries (slower and not always necessary). Note the corresponding TparDisplay method.
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def on_moved(self, event): if not self._event_error: pathtools_options = { : self.patterns, : self.ignore_patterns, : self.case_sensitive, } if match_path(event.dest_p...
Called when a file or a directory is moved or renamed. Many editors don't directly change a file, instead they make a transitional file like ``*.part`` then move it to the final filename. Args: event: Watchdog event, either ``watchdog.events.DirMovedEvent`` or ``wat...
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def _repr_html_(self): rows = s = for k, v in self.__dict__.items(): rows += s.format(k=k, v=v) html = .format(rows) return html
Jupyter Notebook magic repr function.
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def get_line_color(self, increment=1): i = self.line_colors_index self.line_colors_index += increment if self.line_colors_index >= len(self.line_colors): self.line_colors_index = self.line_colors_index-len(self.line_colors) if self.line_colors_index >= len(self...
Returns the current color, then increments the color by what's specified
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def dump_flags(efl): if efl is None: return efl_dump = % ((efl & 0x3000) >> 12) if efl & 0x100000: efl_dump += else: efl_dump += if efl & 0x80000: efl_dump += else: efl_dump += if ...
Dump the x86 processor flags. The output mimics that of the WinDBG debugger. Used by L{dump_registers}. @type efl: int @param efl: Value of the eFlags register. @rtype: str @return: Text suitable for logging.
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def contract_from_file(fname): f = open(fname) j = f.read() f.close() return Contract(json.loads(j))
Loads a Barrister IDL JSON from the given file and returns a Contract class :Parameters: fname Filename containing Barrister IDL JSON to load
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def _orderedCleanDict(attrsObj): def _filt(k, v): if attr.has(v): return not not any(attr.astuple(v)) return not not v return attr.asdict(attrsObj, dict_factory=OrderedDict, recurse=False, filter=_filt)
-> dict with false-values removed Also evaluates attr-instances for false-ness by looking at the values of their properties
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def init_config(self, app): config_apps = [, ] flask_talisman_debug_mode = [""] for k in dir(config): if any([k.startswith(prefix) for prefix in config_apps]): app.config.setdefault(k, getattr(config, k)) if app.config[]: app.config.setde...
Initialize configuration. :param app: An instance of :class:`~flask.Flask`.
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def call(method: Method, *args: Any, **kwargs: Any) -> Any: return validate_args(method, *args, **kwargs)(*args, **kwargs)
Validates arguments and then calls the method. Args: method: The method to call. *args, **kwargs: Arguments to the method. Returns: The "result" part of the JSON-RPC response (the return value from the method). Raises: TypeError: If arguments don't match function signature...
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def rdp(M, epsilon=0, dist=pldist, algo="iter", return_mask=False): if algo == "iter": algo = partial(rdp_iter, return_mask=return_mask) elif algo == "rec": if return_mask: raise NotImplementedError("return_mask=True not supported with algo=\"rec\"") algo = rdp_rec ...
Simplifies a given array of points using the Ramer-Douglas-Peucker algorithm. Example: >>> from rdp import rdp >>> rdp([[1, 1], [2, 2], [3, 3], [4, 4]]) [[1, 1], [4, 4]] This is a convenience wrapper around both :func:`rdp.rdp_iter` and :func:`rdp.rdp_rec` that detects if the input is a ...
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def get_narrow_url(self, instance): text = instance[0] request = self.context["request"] query_params = request.GET.copy() page_query_param = self.get_paginate_by_param() if page_query_param and page_query_param in query_params: del query_p...
Return a link suitable for narrowing on the current item.
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def http_request(url, post_data=None): logger.debug( % url) buf = bio() curl = pycurl.Curl() curl.setopt(curl.URL, url.encode(, )) if config()[][]: curl.setopt(curl.SSL_VERIFYPEER, 0) curl.setopt(curl.SSL_VERIFYHOST, 0) if config()[][]: curl.setopt(cu...
Make an HTTP request to a given URL with optional parameters.
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def _write_json_blob(encoded_value, pipeline_id=None): default_bucket = app_identity.get_default_gcs_bucket_name() if default_bucket is None: raise Exception( "No default cloud storage bucket has been set for this application. " "This app was likely created before v1.9.0, please see: " "ht...
Writes a JSON encoded value to a Cloud Storage File. This function will store the blob in a GCS file in the default bucket under the appengine_pipeline directory. Optionally using another directory level specified by pipeline_id Args: encoded_value: The encoded JSON string. pipeline_id: A pipeline id t...
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def hover(self, node): if self.popup == False: return if self.popup == True or self.popup.node != node: if self.popup_text.has_key(node.id): texts = self.popup_text[node.id] else: texts = None self.popup = pop...
Displays a popup when hovering over a node.
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def comments(self, case_id=None, variant_id=None, username=None): logger.debug("Looking for comments") comment_objs = self.query(Comment) if case_id: comment_objs = comment_objs.filter_by(case_id=case_id) if variant_id: comment_objs = comment_objs.filte...
Return comments for a case or variant. Args: case_id (str): id for a related case variant_id (Optional[str]): id for a related variant
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def fixed_params(self): fp = CombinedBounds(self.k.fixed_params, self.noise_k.fixed_params) if self.mu is not None: fp = CombinedBounds(fp, self.mu.fixed_params) return fp
Combined fixed hyperparameter flags for the kernel, noise kernel and (if present) mean function.
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def shallow_run(self): self.n_points = len(self.date) if not self.err.any(): self.err = np.ones(len(self.mag)) * np.std(self.mag) elif not self.err.all(): np.putmask(self.err, self.err==0, np.median(self.err)) self.we...
Derive not-period-based features.
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def reorder(self, module=None): module = module._mdl if module is not None else ffi.NULL lib.EnvReorderAgenda(self._env, module)
Reorder the Activations in the Agenda. If no Module is specified, the current one is used. To be called after changing the conflict resolution strategy.
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def igetattr(self, name, context=None): if name in self.special_attributes: yield self.special_attributes.lookup(name) return try: mro = self.super_mro() except exceptions.SuperError as exc: raise exceptions.AttributeIn...
Retrieve the inferred values of the given attribute name.
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def locate_neighbourhood(self, lat, lng): method = q = % (lat, lng) try: result = self.service.request(, method, q=q) return self.get_neighbourhood(result[], result[]) except APIError: pass
Find a neighbourhood by location. Uses the locate-neighbourhood_ API call. .. _locate-neighbourhood: https://data.police.uk/docs/method/neighbourhood-locate/ :param lat: The latitude of the location. :type lat: float or str :param lng: The longitude of the location....
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def parse_input_object_type_definition(lexer: Lexer) -> InputObjectTypeDefinitionNode: start = lexer.token description = parse_description(lexer) expect_keyword(lexer, "input") name = parse_name(lexer) directives = parse_directives(lexer, True) fields = parse_input_fields_definition(lexer) ...
InputObjectTypeDefinition
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def _recycle(self): origin = self._origin if origin == 0: return False available = self._extent - origin self._data[:available] = self._data[origin:self._extent] self._extent = available self._origin = 0 return True
Reclaim buffer space before the origin. Note: modifies buffer size
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def log_likelihood(self, x, x_dims=(128, 128), standard=False): mu, std, h, w = self.params shape = tf.stack([32, x_dims[0], x_dims[1], self.num_latent, 1, 1]) x_reshape = tf.reshape(x, shape) c = - 0.5 * math.log(2 * math.pi) if standard is False: density = ...
Calculate Log Likelihood with particular mean and std x must be 2D. [batch_size * eqsamples* iwsamples, num_latent]
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def unpack(word): r if not isinstance(word, str): return word val, = struct.unpack(, word.encode()) return val
r""" >>> PackedAttributes.unpack(0) 0 >>> PackedAttributes.unpack('\x00\x00\x00\x01') 1 >>> PackedAttributes.unpack('abcd') 1633837924
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def value_counts(self, dropna=True): from pandas import Index, Series data = self._data[~self._mask] value_counts = Index(data).value_counts() array = value_counts.values index = value_counts.index.astype(object) i...
Returns a Series containing counts of each category. Every category will have an entry, even those with a count of 0. Parameters ---------- dropna : boolean, default True Don't include counts of NaN. Returns ------- counts : Series See Also...
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def handle_oncogene_results(permutation_result, num_permutations): mycols = [, , , , , , , ] permutation_df = pd.DataFrame(permutation_result, columns=mycols) permutation_df[] = mypval.bh_fdr(permutation_df[]) permutation_df[] = mypval.bh_fdr(permutation_df[]) ...
Takes in output from multiprocess_permutation function and converts to a better formatted dataframe. Parameters ---------- permutation_result : list output from multiprocess_permutation Returns ------- permutation_df : pd.DataFrame formatted output suitable to save
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def _post_run_hook(self, runtime): outputs = self.aggregate_outputs(runtime=runtime) self._melodic_dir = outputs.out_dir NIWORKFLOWS_LOG.info() return super(MELODICRPT, self)._post_run_hook(runtime)
generates a report showing nine slices, three per axis, of an arbitrary volume of `in_files`, with the resulting segmentation overlaid
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def VerifyCipherSignature(self, remote_public_key): if self.cipher_metadata.signature and remote_public_key: stats_collector_instance.Get().IncrementCounter("grr_rsa_operations") remote_public_key.Verify(self.serialized_cipher, self.cipher_metadata.signature) r...
Verifies the signature on the encrypted cipher block. This method returns True if the signature verifies correctly with the key given. Args: remote_public_key: The remote public key. Returns: None Raises: rdf_crypto.VerificationError: A signature and a key were both given but ...
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def _data(self, cube, weighted, prune): result = [] for slice_ in cube.slices: if cube.has_mr: return self._mr_index(cube, weighted, prune) num = slice_.margin(axis=0, weighted=weighted, prune=prune) den = slice_.margin(weighted=weighted, prun...
ndarray representing table index by margin.
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def ensure_open(f, mode=): r fin = f if isinstance(f, basestring): if len(f) <= MAX_LEN_FILEPATH: f = find_filepath(f) or f if f and (not hasattr(f, ) or not hasattr(f, )): if f.lower().endswith(): return gzip.open(f, mode=mode) ...
r""" Return a file pointer using gzip.open if filename ends with .gz otherwise open() TODO: try to read a gzip rather than relying on gz extension, likewise for zip and other formats TODO: monkey patch the file so that .write_bytes=.write and .write writes both str and bytes >>> fn = os.path.join(DATA_PAT...
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def validate_context(self): if self.context and len(self.context) != len(set(self.context)): LOGGER.error() raise Exception()
Make sure there are no duplicate context objects or we might end up with switched data Converting the tuple to a set gets rid of the eventual duplicate objects, comparing the length of the original tuple and set tells us if we have duplicates in the tuple or not
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def make_simulated_env_kwargs(real_env, hparams, **extra_kwargs): objs_and_attrs = [ (real_env, [ "reward_range", "observation_space", "action_space", "frame_height", "frame_width" ]), (hparams, ["frame_stack_size", "intrinsic_reward_scale"]) ] kwargs = { attr: getat...
Extracts simulated env kwargs from real_env and loop hparams.
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def _get_destination_folder(json_spec, folder_name=None): dest_folder = folder_name or json_spec.get() or if not dest_folder.endswith(): dest_folder = dest_folder + return dest_folder
Returns destination project in which the workflow should be created. It can be set in the json specification or by --destination option supplied with `dx build`. The order of precedence is: 1. --destination, -d option, 2. 'folder' specified in the json file.
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def write_backup_meta_data(self): auto_backup_meta_file = os.path.join(self._tmp_storage_path, FILE_NAME_AUTO_BACKUP) storage.storage_utils.write_dict_to_json(self.meta, auto_backup_meta_file)
Write the auto backup meta data into the current tmp-storage path
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def create_executable_script(filepath, body, program=None): program = program or "python" if callable(body): from rez.utils.sourcecode import SourceCode code = SourceCode(func=body) body = code.source if not body.endswith(): body += with open(filepath, ) as f: ...
Create an executable script. Args: filepath (str): File to create. body (str or callable): Contents of the script. If a callable, its code is used as the script body. program (str): Name of program to launch the script, 'python' if None
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def _format_variant(self, case_id, gemini_variant, individual_objs, index=0, add_all_info=False): chrom = gemini_variant[] if chrom.startswith() or chrom.startswith(): chrom = chrom[3:] variant_dict = { :chrom, :str(gemini_var...
Make a puzzle variant from a gemini variant Args: case_id (str): related case id gemini_variant (GeminiQueryRow): The gemini variant individual_objs (list(dict)): A list of Individuals index(int): The index of the variant Returns:...
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def get_nameserver_detail_output_show_nameserver_nameserver_portsymb(self, **kwargs): config = ET.Element("config") get_nameserver_detail = ET.Element("get_nameserver_detail") config = get_nameserver_detail output = ET.SubElement(get_nameserver_detail, "output") show_nam...
Auto Generated Code
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def _process(self, metric): metric = self.key + + str(metric) self.graphite._process(metric)
Process a metric by sending it to graphite
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def _parse_ip(addr): try: address = netaddr.IPAddress(addr.strip()) except (ValueError, netaddr.AddrFormatError): return None if address.version == 6: try: return address.ipv4() except netaddr.AddrConversionError: pass return addr...
Helper function to convert an address into an IPAddress object. Canonicalizes IPv6-mapped (or compatible) IPv4 addresses into IPv4 addresses. Returns None if the address cannot be parsed.
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def compare_dicts(d1, d2): a = json.dumps(d1, indent=4, sort_keys=True) b = json.dumps(d2, indent=4, sort_keys=True) diff = ( + .join(difflib.ndiff( a.splitlines(), b.splitlines()))) return diff
Returns a diff string of the two dicts.
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def validated(self, *args, **kwargs): always_return_document = kwargs.pop(, False) self.validate(*args, **kwargs) if self._errors and not always_return_document: return None else: return self.document
Wrapper around :meth:`~cerberus.Validator.validate` that returns the normalized and validated document or :obj:`None` if validation failed.
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def prep_vep_cache(dbkey, ref_file, tooldir=None, config=None): if config is None: config = {} resource_file = os.path.join(os.path.dirname(ref_file), "%s-resources.yaml" % dbkey) if os.path.exists(resource_file): with open(resource_file) as in_handle: resources = yaml.safe_load(in_...
Ensure correct installation of VEP cache file.
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def GetArtifactCollectorArgs(flow_args, knowledge_base): args = rdf_artifacts.ClientArtifactCollectorArgs() args.knowledge_base = knowledge_base args.apply_parsers = flow_args.apply_parsers args.ignore_interpolation_errors = flow_args.ignore_interpolation_errors args.max_file_size = flow_args.max_file_siz...
Prepare bundle of artifacts and their dependencies for the client. Args: flow_args: An `ArtifactCollectorFlowArgs` instance. knowledge_base: contains information about the client Returns: rdf value object containing a list of extended artifacts and the knowledge base
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def autodoc_tuple2doc(module): modulename = module.__name__ for membername, member in inspect.getmembers(module): for tuplename, descr in _name2descr.items(): tuple_ = getattr(member, tuplename, None) if tuple_: logstring = f if logstring not ...
Include tuples as `CLASSES` of `ControlParameters` and `RUN_METHODS` of `Models` into the respective docstring.
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def get_decl_pair(self): def get_tp(): decl = "struct " if self.tpname is not None: decl += self.tpname if self.inherit is not None: decl += " : " + self.inherit yield decl yield "{" ...
See Declarator.get_decl_pair.
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def tan(x): if isinstance(x, UncertainFunction): mcpts = np.tan(x._mcpts) return UncertainFunction(mcpts) else: return np.tan(x)
Tangent
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def get_importer(self): try: importer_path = settings.TRACK_IMPORTER_CLASS except AttributeError: raise ImproperlyConfigured() try: dot = importer_path.rindex() except ValueError: raise ImproperlyConfigured(t a Track Importer modul...
Resolve importer from TRACK_IMPORTER_CLASS setting.
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async def pfmerge(self, dest, *sources): all_k = [] all_hll_objects = list() for hll_key in sources: all_hll_objects.append(await self.get(hll_key)) random_hash_slot = self._random_id() dest_data = await self.get(dest) ...
Merge N different HyperLogLogs into a single one. Cluster impl: Very special implementation is required to make pfmerge() work But it works :] It works by first fetching all HLL objects that should be merged and move them to one hashslot so that pfmerge operation...
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def protein_header_split_generator(elements, headers, ns): for el in elements: header_not_matching = False for protein in el.findall( % ns[]): if not any((re.search(h, protein.text) for h in headers)): header_not_matching = True break if heade...
Loop through proteins of each PSM/peptide. If a protein does not match any of headers, discard PSM/peptide immediately
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def output(self, value): return super(Map, self).output(self.stream, value)
SPL output port assignment expression. Arguments: value(str): SPL expression used for an output assignment. This can be a string, a constant, or an :py:class:`Expression`. Returns: Expression: Output assignment expression that is valid as a the context of this operator.
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def get_solution(self, parameters=None): if not self.has_solution(): raise IllegalState() try: if not self.get_text(): return self.get_text().text if not parameters: parameters = self.get_parameters() return self._g...
stub
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def load_from_dict(dct=None, **kwargs): dct = dct or dict() dct.update(kwargs) def _load_from_dict(metadata): return dict(dct) return _load_from_dict
Load configuration from a dictionary.
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def moveEvent(self, event): if not self.isMaximized() and not self.fullscreen_flag: self.window_position = self.pos() QMainWindow.moveEvent(self, event) self.sig_moved.emit(event)
Reimplement Qt method
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def subtract_and_get(self, delta): with self._lock.exclusive: self._value -= delta return self._value
Atomically subtracts `delta` from the current value. :param delta: The delta to subtract.
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def log(self, severity, message): self._err.write("%s %s\n" % (severity, message)) self._err.flush()
Logs messages about the state of this modular input to Splunk. These messages will show up in Splunk's internal logs. :param severity: ``string``, severity of message, see severities defined as class constants. :param message: ``string``, message to log.
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def scanJoiner(self, xEUI=, strPSKd=): print % self.port timeout = 500 if not isinstance(xEUI, str): eui64 = self.__convertLongToString(xEUI) if len(eui64) < 16: eui64 = eui64.zfill(16) print eui64 ...
scan Joiner Args: xEUI: Joiner's EUI-64 strPSKd: Joiner's PSKd for commissioning Returns: True: successful to add Joiner's steering data False: fail to add Joiner's steering data
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def forward_backward_pd(x, f, g, L, h, tau, sigma, niter, callback=None, **kwargs): r m = len(L) if not all(isinstance(op, Operator) for op in L): raise ValueError() if not all(op.is_linear for op in L): raise ValueError() if not all(x in op.domain...
r"""The forward-backward primal-dual splitting algorithm. The algorithm minimizes the sum of several convex functionals composed with linear operators:: min_x f(x) + sum_i g_i(L_i x) + h(x) where ``f``, ``g_i`` are convex functionals, ``L_i`` are linear operators, and ``h`` is a convex and di...
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def validate_integer(option, value): if isinstance(value, integer_types): return value elif isinstance(value, string_type): try: return int(value) except ValueError: raise ValueError("The value of %s must be " "an integer" % (opti...
Validates that 'value' is an integer (or basestring representation).
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def predict_features(self, df_features, df_target, idx=0, **kwargs): X = df_features.values y = df_target.values clf = ard(compute_score=True) clf.fit(X, y.ravel()) return np.abs(clf.coef_)
For one variable, predict its neighbouring nodes. Args: df_features (pandas.DataFrame): df_target (pandas.Series): idx (int): (optional) for printing purposes kwargs (dict): additional options for algorithms Returns: list: scores of each feat...
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def has_error(self): return next( (True for cr in self.component_results if cr.has_error()), False )
Returns whether there was a business logic error when fetching data for any components for this property. Returns: boolean
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def stratSRS2(f, G, y0, tspan, Jmethod=Jkpw, dW=None, J=None): return _Roessler2010_SRK2(f, G, y0, tspan, Jmethod, dW, J)
Use the Roessler2010 order 1.0 strong Stochastic Runge-Kutta algorithm SRS2 to integrate a Stratonovich equation dy = f(y,t)dt + G(y,t)\circ dW(t) where y is d-dimensional vector variable, f is a vector-valued function, G is a d x m matrix-valued function giving the noise coefficients and dW(t) is a ve...
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def _run(self, data, store, signal, context, *, success_callback=None, stop_callback=None, abort_callback=None): if data is None: data = MultiTaskData() data.add_dataset(self._name) try: if self._callback_init is not None: self._...
The internal run method that decorates the public run method. This method makes sure data is being passed to and from the task. Args: data (MultiTaskData): The data object that has been passed from the predecessor task. store (DataStoreDocument...
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def point_in_multipolygon(point, multipoly): coords_array = [multipoly[]] if multipoly[ ] == "MultiPolygon" else multipoly[] for coords in coords_array: if _point_in_polygon(point, coords): return True return False
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
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def get_authserver(self, domainid, serverid): return self.api_call( ENDPOINTS[][], dict(domainid=domainid, serverid=serverid))
Get an Authentication server
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def _fail(response): message = "Status code: {}-{}, url: {}".format(response.status_code, response.reason, response.url) try: message += ", message:{}".format(response.json()["message"]) except (ValueError, KeyError): pass raise ApiFailure(message, respon...
Raise an ApiFailure pertaining to the given response
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def read(self): tic = datetime.now() with open(self.filename, "rb") as fp_: header = np.memmap(fp_, dtype=_HEADERTYPE, mode="r", shape=(1, )) data = np.memmap(fp_, dtype=_SCANTYPE, offset=22016, mode="r") logger.debug("Reading time %s", str(datetime.now() - tic)...
Read the data.
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def oil(data_set=): if not data_available(data_set): download_data(data_set) oil_train_file = os.path.join(data_path, data_set, ) oil_trainlbls_file = os.path.join(data_path, data_set, ) oil_test_file = os.path.join(data_path, data_set, ) oil_testlbls_file = os.path.join(data_path, data...
The three phase oil data from Bishop and James (1993).
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def generate_key(action, path_or_id, settings=None, default=" (default)"): settings = " {}".format(str(sorted(settings.items()))) if settings else default return "{}: {}{}".format(action.upper(), path_or_id, settings)
generate_key: generate key used for caching Args: action (str): how video is being processed (e.g. COMPRESSED or DOWNLOADED) path_or_id (str): path to video or youtube_id settings (dict): settings for compression or downloading passed in by user default (str): if ...
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def _create_conversion_trie(strict): t = pygtrie.CharTrie() for beta, uni in _map.BETACODE_MAP.items(): if strict: t[beta] = uni else: diacritics = beta[1:] perms = itertools.permutations(diacritics) ...
Create the trie for betacode conversion. Args: text: The beta code text to convert. All of this text must be betacode. strict: Flag to allow for flexible diacritic order on input. Returns: The trie for conversion.
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def get_all(self): with mutex: items = self.values.items() result = [] for k, v in items: if not k or k == MetricDict.EMPTY_KEY: key = None else: key = decoder.decode(k) result.append((key, sel...
Returns a list populated by tuples of 2 elements, first one is a dict with all the labels and the second elemnt is the value of the metric itself
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def pagerank_weighted(graph, initial_value=None, damping=0.85): if initial_value == None: initial_value = 1.0 / len(graph.nodes()) scores = dict.fromkeys(graph.nodes(), initial_value) iteration_quantity = 0 for iteration_number in range(100): iteration_quantity += 1 convergence_ach...
Calculates PageRank for an undirected graph
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def readline(self, timeout=500): poll_result = self.poller.poll(timeout) if poll_result: line = self.io.readline().strip() if self.io == sys.stdin and line == "[": line = self.io.readline().strip() try: ...
Try to read our I/O for 'timeout' milliseconds, return None otherwise. This makes calling and reading I/O non blocking !
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def expand_paths(path): pr = itertools.product parts = MAGIC_BRACKETS.findall(path) if not path: return if not parts: return [path] permutations = [[(p[0], i, 1) for i in p[1].split()] for p in parts] return [_replace_all(path, i) for i in pr(*permutations)]
When given a path with brackets, expands it to return all permutations of the path with expanded brackets, similar to ant. >>> expand_paths('../{a,b}/{c,d}') ['../a/c', '../a/d', '../b/c', '../b/d'] >>> expand_paths('../{a,b}/{a,b}.py') ['../a/a.py', '../a/b.py', '../b/a.py', '../b/b...
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def filter_on_demands(ava, required=None, optional=None): if required is None: required = {} lava = dict([(k.lower(), k) for k in ava.keys()]) for attr, vals in required.items(): attr = attr.lower() if attr in lava: if vals: for val in vals: ...
Never return more than is needed. Filters out everything the server is prepared to return but the receiver doesn't ask for :param ava: Attribute value assertion as a dictionary :param required: Required attributes :param optional: Optional attributes :return: The possibly reduced assertion
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def delete_alert(self, alert): if not in alert: return [False, ] res = requests.delete(self.url + + str(alert[]), headers=self.hdrs, verify=self.ssl_verify) if not self._checkResponse(res): return [False, self.lasterr] return [True, None]
**Description** Deletes an alert. **Arguments** - **alert**: the alert dictionary as returned by :func:`~SdcClient.get_alerts`. **Success Return Value** ``None``. **Example** `examples/delete_alert.py <https://github.com/draios/python-sdc-client...
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def mavlink_packet(self, m): if m.get_type() == "ADSB_VEHICLE": id = + str(m.ICAO_address) if id not in self.threat_vehicles.keys(): self.threat_vehicles[id] = ADSBVehicle(id=id, state=m.to_dict()) for mp in self.module_matchin...
handle an incoming mavlink packet
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def get_addr(iface=, iface_type=): if platform.system() in [, ]: if iface_type == : _AF_FAMILY = psutil.AF_LINK elif iface_type in [, ]: _AF_FAMILY = getattr(socket, .format(iface_type.upper())) else: raise SystemError() else: raise System...
获取网络接口 ``iface`` 的 ``mac`` - 如果系统类型为 ``mac``, 使用 ``psutil`` - 其他使用 ``socket`` :param iface: ``网络接口`` :type iface: str :return: ``mac地址/空`` :rtype: str/None
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def ripping_of_cds(): install_package() install_file_legacy(path=, username=env.user) run() install_file_legacy() run()
Install the tools ripit and burnit in order to rip and burn audio cds. More info: http://forums.debian.net/viewtopic.php?f=16&t=36826
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def is_symmetric(self, symprec=0.1): sg = SpacegroupAnalyzer(self, symprec=symprec) return sg.is_laue()
Checks if slab is symmetric, i.e., contains inversion symmetry. Args: symprec (float): Symmetry precision used for SpaceGroup analyzer. Returns: (bool) Whether slab contains inversion symmetry.
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def _bse_cli_get_versions(args): name = args.basis.lower() metadata = api.get_metadata(args.data_dir) if not name in metadata: raise KeyError( "Basis set {} does not exist. For a complete list of basis sets, use the command".format( name)) version_data = {k: v[...
Handles the get-versions subcommand