kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def cancel(self, job_ids): """Cancel jobs specified by a list of job ids. Parameters ---------- list of str List of identifiers of jobs which should be canceled. Returns ------- list of bool For each entry, True if the cancel operation is...	[ "def", "cancel", "(", "self", ",", "job_ids", ")", ":", "for", "job_id", "in", "job_ids", ":", "try", ":", "self", ".", "deployer", ".", "destroy", "(", "self", ".", "resources", ".", "get", "(", "job_id", ")", ")", "return", "True", "except", "e", ...	30.428571	21.238095
def generator(ngf, nc, no_bias=True, fix_gamma=True, eps=1e-5 + 1e-12, z_dim=100, activation='sigmoid'): '''The genrator is a CNN which takes 100 dimensional embedding as input and reconstructs the input image given to the encoder ''' BatchNorm = mx.sym.BatchNorm rand = mx.sym.Variable('rand') ...	[ "def", "generator", "(", "ngf", ",", "nc", ",", "no_bias", "=", "True", ",", "fix_gamma", "=", "True", ",", "eps", "=", "1e-5", "+", "1e-12", ",", "z_dim", "=", "100", ",", "activation", "=", "'sigmoid'", ")", ":", "BatchNorm", "=", "mx", ".", "sym...	57	41.275862
def adjustChildren(self, delta, secs=False): """ Shifts the children for this item by the inputed number of days. :param delta \| <int> """ if self.adjustmentsBlocked('children'): return if self.itemStyle() != self.ItemStyle....	[ "def", "adjustChildren", "(", "self", ",", "delta", ",", "secs", "=", "False", ")", ":", "if", "self", ".", "adjustmentsBlocked", "(", "'children'", ")", ":", "return", "if", "self", ".", "itemStyle", "(", ")", "!=", "self", ".", "ItemStyle", ".", "Gro...	33.653846	15.346154
def outer_left_join(self, join_streamlet, window_config, join_function): """Return a new Streamlet by left join_streamlet with this streamlet """ from heronpy.streamlet.impl.joinbolt import JoinStreamlet, JoinBolt join_streamlet_result = JoinStreamlet(JoinBolt.OUTER_LEFT, window_config, ...	[ "def", "outer_left_join", "(", "self", ",", "join_streamlet", ",", "window_config", ",", "join_function", ")", ":", "from", "heronpy", ".", "streamlet", ".", "impl", ".", "joinbolt", "import", "JoinStreamlet", ",", "JoinBolt", "join_streamlet_result", "=", "JoinSt...	55.888889	17.777778
def _postprocess(self, x, out=None): """Return the post-processed version of ``x``. C2C: use ``tmp_f`` (C2C operation) R2C: use ``tmp_f`` (C2C operation) HALFC: use ``tmp_f`` (C2C operation) The result is stored in ``out`` if given, otherwise in a temporary or a new arr...	[ "def", "_postprocess", "(", "self", ",", "x", ",", "out", "=", "None", ")", ":", "if", "out", "is", "None", ":", "if", "self", ".", "domain", ".", "field", "==", "ComplexNumbers", "(", ")", ":", "out", "=", "self", ".", "_tmp_r", "if", "self", "....	40.052632	15.578947
def migrateProvPre010(self, newslab): ''' Check for any pre-010 provstacks and migrate those to the new slab. ''' did_migrate = self._migrate_db_pre010('prov', newslab) if not did_migrate: return self._migrate_db_pre010('provs', newslab)	[ "def", "migrateProvPre010", "(", "self", ",", "newslab", ")", ":", "did_migrate", "=", "self", ".", "_migrate_db_pre010", "(", "'prov'", ",", "newslab", ")", "if", "not", "did_migrate", ":", "return", "self", ".", "_migrate_db_pre010", "(", "'provs'", ",", "...	32.222222	22.444444
def features(sentence, i): """Features for i'th token in sentence. Currently baseline named-entity recognition features, but these can easily be changed to do POS tagging or chunking. """ word = sentence[i] yield "word:{}" + word.lower() if word[0].isupper(): yield "CAP" if ...	[ "def", "features", "(", "sentence", ",", "i", ")", ":", "word", "=", "sentence", "[", "i", "]", "yield", "\"word:{}\"", "+", "word", ".", "lower", "(", ")", "if", "word", "[", "0", "]", ".", "isupper", "(", ")", ":", "yield", "\"CAP\"", "if", "i"...	27.409091	19.863636
def setup(self): """Method runs the plugin""" if self.dry_run is not True: self.client = self._get_client() self._disable_access_key()	[ "def", "setup", "(", "self", ")", ":", "if", "self", ".", "dry_run", "is", "not", "True", ":", "self", ".", "client", "=", "self", ".", "_get_client", "(", ")", "self", ".", "_disable_access_key", "(", ")" ]	34	6.8
def get_verba_link_for_schedule(self, schedule): """ Returns a link to verba. The link varies by campus and schedule. Multiple calls to this with the same schedule may result in different urls. """ dao = Book_DAO() url = self.get_verba_url(schedule) res...	[ "def", "get_verba_link_for_schedule", "(", "self", ",", "schedule", ")", ":", "dao", "=", "Book_DAO", "(", ")", "url", "=", "self", ".", "get_verba_url", "(", "schedule", ")", "response", "=", "dao", ".", "getURL", "(", "url", ",", "{", "\"Accept\"", ":"...	36.190476	19.428571
def json_error_formatter(body, status, title, environ): """A json_formatter for webob exceptions.""" body = webob.exc.strip_tags(body) status_code = int(status.split(None, 1)[0]) error_dict = { 'status': status_code, 'title': title, 'detail': body } return {'errors': [err...	[ "def", "json_error_formatter", "(", "body", ",", "status", ",", "title", ",", "environ", ")", ":", "body", "=", "webob", ".", "exc", ".", "strip_tags", "(", "body", ")", "status_code", "=", "int", "(", "status", ".", "split", "(", "None", ",", "1", "...	32	13.2
def get_batch_children(self): """ Retrieves batch child tasks for this task if its a batch task. :return: Collection instance. :raises SbError if task is not a batch task. """ if not self.batch: raise SbgError("This task is not a batch task.") return s...	[ "def", "get_batch_children", "(", "self", ")", ":", "if", "not", "self", ".", "batch", ":", "raise", "SbgError", "(", "\"This task is not a batch task.\"", ")", "return", "self", ".", "query", "(", "parent", "=", "self", ".", "id", ",", "api", "=", "self",...	39.111111	11.777778
def fetch_logs_from_host(hostname, install_path, prefix, logs, directory, pattern): """ Static method Copies logs from specified host on the specified install path :Parameter hostname the remote host from where we need to fetch the logs :Parameter install_path path where the app is installed :Parameter...	[ "def", "fetch_logs_from_host", "(", "hostname", ",", "install_path", ",", "prefix", ",", "logs", ",", "directory", ",", "pattern", ")", ":", "if", "hostname", "is", "not", "None", ":", "with", "get_sftp_client", "(", "hostname", ",", "username", "=", "runtim...	50.391304	24.043478
def _bounds_dist(self, p): """Get the lower and upper bound distances. Negative is bad.""" prob = self.problem lb_dist = (p - prob.variable_bounds[0, ]).min() ub_dist = (prob.variable_bounds[1, ] - p).min() if prob.bounds.shape[0] > 0: const = prob.inequalities.dot(...	[ "def", "_bounds_dist", "(", "self", ",", "p", ")", ":", "prob", "=", "self", ".", "problem", "lb_dist", "=", "(", "p", "-", "prob", ".", "variable_bounds", "[", "0", ",", "]", ")", ".", "min", "(", ")", "ub_dist", "=", "(", "prob", ".", "variable...	38.333333	16.4
def compute_agreement_score(num_matches, num1, num2): """ Agreement score is used as a criteria to match unit1 and unit2. """ denom = num1 + num2 - num_matches if denom == 0: return 0 return num_matches / denom	[ "def", "compute_agreement_score", "(", "num_matches", ",", "num1", ",", "num2", ")", ":", "denom", "=", "num1", "+", "num2", "-", "num_matches", "if", "denom", "==", "0", ":", "return", "0", "return", "num_matches", "/", "denom" ]	29.375	12.375
def _positionalArgumentKeyValueList(self, originalConstructorExpectedArgList, syntheticMemberList, argTuple): """Transforms args tuple to a dictionary mapping argument names to values using or...	[ "def", "_positionalArgumentKeyValueList", "(", "self", ",", "originalConstructorExpectedArgList", ",", "syntheticMemberList", ",", "argTuple", ")", ":", "# First, the list of expected arguments is set to original constructor's arg spec. ", "expectedArgList", "=", "copy", ".", "copy...	53.107143	27.357143
def _analyzeDontMeasure(self, chunkSize, willMeasureLater, *sinks): """ Figure out the best diffs to use to reach all our required volumes. """ nodes = [None] height = 1 def sortKey(node): if node is None: return None return (node.intermediate, s...	[ "def", "_analyzeDontMeasure", "(", "self", ",", "chunkSize", ",", "willMeasureLater", ",", "*", "sinks", ")", ":", "nodes", "=", "[", "None", "]", "height", "=", "1", "def", "sortKey", "(", "node", ")", ":", "if", "node", "is", "None", ":", "return", ...	39.008621	20.767241
def build_message(self, checker): """Builds the checker's error message to report""" solution = ' (%s)' % checker.solution if self.with_solutions else '' return '{} {}{}'.format(checker.code, checker.msg, solution)	[ "def", "build_message", "(", "self", ",", "checker", ")", ":", "solution", "=", "' (%s)'", "%", "checker", ".", "solution", "if", "self", ".", "with_solutions", "else", "''", "return", "'{} {}{}'", ".", "format", "(", "checker", ".", "code", ",", "checker"...	49.5	8.833333
def from_conf(cls, path=None, **overrides): '''Initialize instance from YAML configuration file, writing updates (only to keys, specified by "conf_update_keys") back to it.''' from onedrive import portalocker import yaml if path is None: path = cls.conf_path_default log.debug('Using default state-file...	[ "def", "from_conf", "(", "cls", ",", "path", "=", "None", ",", "", "", "overrides", ")", ":", "from", "onedrive", "import", "portalocker", "import", "yaml", "if", "path", "is", "None", ":", "path", "=", "cls", ".", "conf_path_default", "log", ".", "d...	40.844444	21.777778
def _is_reference(bpe): """Return True if the element is an entity reference.""" if isinstance(bpe, _bp('ProteinReference')) or \ isinstance(bpe, _bpimpl('ProteinReference')) or \ isinstance(bpe, _bp('SmallMoleculeReference')) or \ isinstance(bpe, _bpimpl('SmallMoleculeReference')) or \ ...	[ "def", "_is_reference", "(", "bpe", ")", ":", "if", "isinstance", "(", "bpe", ",", "_bp", "(", "'ProteinReference'", ")", ")", "or", "isinstance", "(", "bpe", ",", "_bpimpl", "(", "'ProteinReference'", ")", ")", "or", "isinstance", "(", "bpe", ",", "_bp"...	43.692308	15.846154
def clip(obj, lower=0, upper=127): """ Return a copy of the object with piano-roll(s) clipped by a lower bound and an upper bound specified by `lower` and `upper`, respectively. Parameters ---------- lower : int or float The lower bound to clip the piano-roll. Default to 0. upper : ...	[ "def", "clip", "(", "obj", ",", "lower", "=", "0", ",", "upper", "=", "127", ")", ":", "_check_supported", "(", "obj", ")", "copied", "=", "deepcopy", "(", "obj", ")", "copied", ".", "clip", "(", "lower", ",", "upper", ")", "return", "copied" ]	28.823529	20.117647
def remove_custom_field_setting(self, project, params={}, **options): """Remove a custom field setting on the project. Parameters ---------- project : {Id} The project to associate the custom field with [data] : {Object} Data for the request - [custom_field] : {Id} Th...	[ "def", "remove_custom_field_setting", "(", "self", ",", "project", ",", "params", "=", "{", "}", ",", "", "", "options", ")", ":", "path", "=", "\"/projects/%s/removeCustomFieldSetting\"", "%", "(", "project", ")", "return", "self", ".", "client", ".", "po...	45.363636	21.818182
def timeout_selecting(self): """Timeout of selecting on SELECTING state. Not specifiyed in [:rfc:`7844`]. See comments in :func:`dhcpcapfsm.DHCPCAPFSM.timeout_request`. """ logger.debug('C2.1: T In %s, timeout receiving response to select.', self.current_st...	[ "def", "timeout_selecting", "(", "self", ")", ":", "logger", ".", "debug", "(", "'C2.1: T In %s, timeout receiving response to select.'", ",", "self", ".", "current_state", ")", "if", "len", "(", "self", ".", "offers", ")", ">=", "MAX_OFFERS_COLLECTED", ":", "logg...	42.066667	18.733333
def get_firewall_rules(self, server): """ Return all FirewallRule objects based on a server instance or uuid. """ server_uuid, server_instance = uuid_and_instance(server) url = '/server/{0}/firewall_rule'.format(server_uuid) res = self.get_request(url) return [ ...	[ "def", "get_firewall_rules", "(", "self", ",", "server", ")", ":", "server_uuid", ",", "server_instance", "=", "uuid_and_instance", "(", "server", ")", "url", "=", "'/server/{0}/firewall_rule'", ".", "format", "(", "server_uuid", ")", "res", "=", "self", ".", ...	35	21.461538
def is_address_executable_and_writeable(self, address): """ Determines if an address belongs to a commited, writeable and executable page. The page may or may not have additional permissions. Looking for writeable and executable pages is important when exploiting a software vuln...	[ "def", "is_address_executable_and_writeable", "(", "self", ",", "address", ")", ":", "try", ":", "mbi", "=", "self", ".", "mquery", "(", "address", ")", "except", "WindowsError", ":", "e", "=", "sys", ".", "exc_info", "(", ")", "[", "1", "]", "if", "e"...	33.392857	20.607143
def blink(self, status): """Turn blink cursor visibility on/off""" self._display_control = ByteUtil.apply_flag(self._display_control, Command.BLINKING_ON, status) self.command(self._display_control)	[ "def", "blink", "(", "self", ",", "status", ")", ":", "self", ".", "_display_control", "=", "ByteUtil", ".", "apply_flag", "(", "self", ".", "_display_control", ",", "Command", ".", "BLINKING_ON", ",", "status", ")", "self", ".", "command", "(", "self", ...	54.75	20.5
def removePoint(self, point, preserveCurve=False): """ Remove the point from the contour. point can be a point object or an index. If ``preserveCurve`` is set to ``True`` an attempt will be made to preserve the shape of the curve if the environment supports that functiona...	[ "def", "removePoint", "(", "self", ",", "point", ",", "preserveCurve", "=", "False", ")", ":", "if", "not", "isinstance", "(", "point", ",", "int", ")", ":", "point", "=", "self", ".", "points", ".", "index", "(", "point", ")", "point", "=", "normali...	45.6	9.733333
def diff(compiled_requirements, installed_dists): """ Calculate which packages should be installed or uninstalled, given a set of compiled requirements and a list of currently installed modules. """ requirements_lut = {r.link or key_from_req(r.req): r for r in compiled_requirements} satisfied =...	[ "def", "diff", "(", "compiled_requirements", ",", "installed_dists", ")", ":", "requirements_lut", "=", "{", "r", ".", "link", "or", "key_from_req", "(", "r", ".", "req", ")", ":", "r", "for", "r", "in", "compiled_requirements", "}", "satisfied", "=", "set...	39.444444	20.037037
def not_implemented(self, context, **response_kwargs): ''' If DEBUG: raise NotImplemented Exception. If not, raise 404. :raises:`django.http.Http404` if production environment. :raises:`NotImplementedError` if ``settings.DEBUG`` is True ''' if settings.DEBUG: ...	[ "def", "not_implemented", "(", "self", ",", "context", ",", "", "", "response_kwargs", ")", ":", "if", "settings", ".", "DEBUG", ":", "raise", "NotImplementedError", "(", "_", "(", "'This export type ({})is not yet supported.'", ".", "format", "(", "self", "."...	43.5	24.5
def device_product_str(self, indent): """Convenience to string method. """ s = "Vendor: {}\n".format(self.vendor) s += indent + "Product: {}\n".format((self.product and product_map[self.product]) or "Unknown") s += indent + "Version: {}\n".format(self.version) return s	[ "def", "device_product_str", "(", "self", ",", "indent", ")", ":", "s", "=", "\"Vendor: {}\\n\"", ".", "format", "(", "self", ".", "vendor", ")", "s", "+=", "indent", "+", "\"Product: {}\\n\"", ".", "format", "(", "(", "self", ".", "product", "and", "pro...	44.428571	16.285714
def _wait_fd(conn, read=True): '''Wait for an event on file descriptor ``fd``. :param conn: file descriptor :param read: wait for a read event if ``True``, otherwise a wait for write event. This function must be invoked from a coroutine with parent, therefore invoking it from the main gree...	[ "def", "_wait_fd", "(", "conn", ",", "read", "=", "True", ")", ":", "current", "=", "getcurrent", "(", ")", "parent", "=", "current", ".", "parent", "assert", "parent", ",", "'\"_wait_fd\" must be called by greenlet with a parent'", "try", ":", "fileno", "=", ...	35.62963	22.814815
def get_results_sig(self): """Get significant results.""" # Only print results when uncorrected p-value < this value. print("{N:7,} of {M:,} results have uncorrected P-values <= {PVAL}=pval\n".format( N=sum(1 for r in self.results_all if r.p_uncorrected < self.args.pval), ...	[ "def", "get_results_sig", "(", "self", ")", ":", "# Only print results when uncorrected p-value < this value.", "print", "(", "\"{N:7,} of {M:,} results have uncorrected P-values <= {PVAL}=pval\\n\"", ".", "format", "(", "N", "=", "sum", "(", "1", "for", "r", "in", "self", ...	52.4	21.2
def scan(self): '''Metascript that calls other scripts to tune the FE. Parameters ---------- cfg_name : string Name of the config to be created. This config holds the tuning results. target_threshold : int The target threshold value in PlsrDAC. ...	[ "def", "scan", "(", "self", ")", ":", "for", "iteration", "in", "range", "(", "0", ",", "self", ".", "global_iterations", ")", ":", "# tune iteratively with decreasing range to save time\r", "if", "self", ".", "stop_run", ".", "is_set", "(", ")", ":", "break",...	54.086022	26.946237
def _validate(self, val: list, log: Optional[Logger] = None) -> Tuple[bool, List[str]]: """ Determine whether val is a valid instance of this array :returns: Success indicator and error list """ errors = [] if not isinstance(val, list): errors.append(f"{self._variable_name}:...	[ "def", "_validate", "(", "self", ",", "val", ":", "list", ",", "log", ":", "Optional", "[", "Logger", "]", "=", "None", ")", "->", "Tuple", "[", "bool", ",", "List", "[", "str", "]", "]", ":", "errors", "=", "[", "]", "if", "not", "isinstance", ...	46.92	25.52
def _validate_allowed_settings(self, application_id, application_config, allowed_settings): """Confirm only allowed settings are present.""" for setting_key in application_config.keys(): if setting_key not in allowed_settings: raise ImproperlyConfigured( "Platform {}, app {} does not support the settin...	[ "def", "_validate_allowed_settings", "(", "self", ",", "application_id", ",", "application_config", ",", "allowed_settings", ")", ":", "for", "setting_key", "in", "application_config", ".", "keys", "(", ")", ":", "if", "setting_key", "not", "in", "allowed_settings",...	40.5	23.1
def start(client, container, interactive=True, stdout=None, stderr=None, stdin=None, **kwargs): """ Present the PTY of the container inside the current process. This is just a wrapper for PseudoTerminal(client, container).start() """ PseudoTerminal(client, container, interactive=interactive, stdou...	[ "def", "start", "(", "client", ",", "container", ",", "interactive", "=", "True", ",", "stdout", "=", "None", ",", "stderr", "=", "None", ",", "stdin", "=", "None", ",", "", "", "kwargs", ")", ":", "PseudoTerminal", "(", "client", ",", "container", ...	45.75	34
def vfolders(access_key): ''' List and manage virtual folders. ''' fields = [ ('Name', 'name'), ('Created At', 'created_at'), ('Last Used', 'last_used'), ('Max Files', 'max_files'), ('Max Size', 'max_size'), ] if access_key is None: q = 'query { vf...	[ "def", "vfolders", "(", "access_key", ")", ":", "fields", "=", "[", "(", "'Name'", ",", "'name'", ")", ",", "(", "'Created At'", ",", "'created_at'", ")", ",", "(", "'Last Used'", ",", "'last_used'", ")", ",", "(", "'Max Files'", ",", "'max_files'", ")",...	31.84	17.36
def on_step_begin(self, step, logs): """ Print metrics if interval is over """ if self.step % self.interval == 0: if len(self.episode_rewards) > 0: metrics = np.array(self.metrics) assert metrics.shape == (self.interval, len(self.metrics_names)) ...	[ "def", "on_step_begin", "(", "self", ",", "step", ",", "logs", ")", ":", "if", "self", ".", "step", "%", "self", ".", "interval", "==", "0", ":", "if", "len", "(", "self", ".", "episode_rewards", ")", ">", "0", ":", "metrics", "=", "np", ".", "ar...	63.28	28.2
def get_file_hash(filename): '''find the SHA256 hash string of a file ''' hasher = hashlib.sha256() with open(filename, "rb") as f: for chunk in iter(lambda: f.read(4096), b""): hasher.update(chunk) return hasher.hexdigest()	[ "def", "get_file_hash", "(", "filename", ")", ":", "hasher", "=", "hashlib", ".", "sha256", "(", ")", "with", "open", "(", "filename", ",", "\"rb\"", ")", "as", "f", ":", "for", "chunk", "in", "iter", "(", "lambda", ":", "f", ".", "read", "(", "409...	32.125	12.125
def calculate(cls, calc, formula_reg, data_reg, out_reg, timestep=None, idx=None): """ Execute calculation :param calc: calculation, with formula, args and return keys :type calc: dict :param formula_reg: Registry of formulas. :type formula_reg: :class:...	[ "def", "calculate", "(", "cls", ",", "calc", ",", "formula_reg", ",", "data_reg", ",", "out_reg", ",", "timestep", "=", "None", ",", "idx", "=", "None", ")", ":", "# get the formula-key from each static calc", "formula", "=", "calc", "[", "'formula'", "]", "...	47.268817	15.849462
def parse_schema_string(schema_string): """ Load and return a PySchema class from an avsc string """ if isinstance(schema_string, str): schema_string = schema_string.decode("utf8") schema_struct = json.loads(schema_string) return AvroSchemaParser().parse_schema_struct(schema_struct)	[ "def", "parse_schema_string", "(", "schema_string", ")", ":", "if", "isinstance", "(", "schema_string", ",", "str", ")", ":", "schema_string", "=", "schema_string", ".", "decode", "(", "\"utf8\"", ")", "schema_struct", "=", "json", ".", "loads", "(", "schema_s...	34.222222	11.111111
def compress_and_upload(data, compressed_file, s3_path, multipart_chunk_size_mb=500, method='gz', delete=False, access_key=None, secret_key=None): ''' Compresses data and uploads to S3. S3 upload uses ``s3cmd``, so you must either: 1) Manually configure ``s3cmd`` prior to use (typically using ...	[ "def", "compress_and_upload", "(", "data", ",", "compressed_file", ",", "s3_path", ",", "multipart_chunk_size_mb", "=", "500", ",", "method", "=", "'gz'", ",", "delete", "=", "False", ",", "access_key", "=", "None", ",", "secret_key", "=", "None", ")", ":", ...	36.842105	30.070175
def hbold(content, sep=' '): """ Make bold text (HTML) :param content: :param sep: :return: """ return _md(quote_html(_join(content, sep=sep)), symbols=MD_SYMBOLS[4])	[ "def", "hbold", "(", "", "content", ",", "sep", "=", "' '", ")", ":", "return", "_md", "(", "quote_html", "(", "_join", "(", "", "content", ",", "sep", "=", "sep", ")", ")", ",", "symbols", "=", "MD_SYMBOLS", "[", "4", "]", ")" ]	21	19.444444
def squared_error(y, y_pred): """Calculates the sum of the squared differences between target and prediction. Parameters: ----------- y : vector, shape (n_samples,) The target values. y_pred : vector, shape (n_samples,) The predicted values. Returns: -------- error...	[ "def", "squared_error", "(", "y", ",", "y_pred", ")", ":", "y", ",", "y_pred", "=", "convert_assert", "(", "y", ",", "y_pred", ")", "return", "np", ".", "sum", "(", "(", "y", "-", "y_pred", ")", "**", "2", ")" ]	22.761905	17.571429
def register(self, model=None, include_fields=[], exclude_fields=[], mapping_fields={}): """ Register a model with auditlog. Auditlog will then track mutations on this model's instances. :param model: The model to register. :type model: Model :param include_fields: The fields to...	[ "def", "register", "(", "self", ",", "model", "=", "None", ",", "include_fields", "=", "[", "]", ",", "exclude_fields", "=", "[", "]", ",", "mapping_fields", "=", "{", "}", ")", ":", "def", "registrar", "(", "cls", ")", ":", "\"\"\"Register models for a ...	39.628571	19.742857
def start_watching(self): """ Begins watching etcd for changes. """ # Don't create a new watcher thread if we already have one running if self.watcher and self.watcher.is_alive(): return # Create a new watcher thread and start it self.watcher = Watcher() self...	[ "def", "start_watching", "(", "self", ")", ":", "# Don't create a new watcher thread if we already have one running", "if", "self", ".", "watcher", "and", "self", ".", "watcher", ".", "is_alive", "(", ")", ":", "return", "# Create a new watcher thread and start it", "self...	36.444444	17
def _compute(self): """Compute y min and max and y scale and set labels""" x_len = self._len y_len = self._order self._box.xmax = x_len self._box.ymax = y_len self._x_pos = [n / 2 for n in range(1, 2 * x_len, 2)] self._y_pos = [n / 2 for n in reversed(range(1, 2 ...	[ "def", "_compute", "(", "self", ")", ":", "x_len", "=", "self", ".", "_len", "y_len", "=", "self", ".", "_order", "self", ".", "_box", ".", "xmax", "=", "x_len", "self", ".", "_box", ".", "ymax", "=", "y_len", "self", ".", "_x_pos", "=", "[", "n"...	37.076923	18.307692
def lookUpFieldType(field_type): """ Converts the ArcGIS REST field types to Python Types Input: field_type - string - type of field as string Output: Python field type as string """ if field_type == "esriFieldTypeDate": return "DATE" elif field_type == "esr...	[ "def", "lookUpFieldType", "(", "field_type", ")", ":", "if", "field_type", "==", "\"esriFieldTypeDate\"", ":", "return", "\"DATE\"", "elif", "field_type", "==", "\"esriFieldTypeInteger\"", ":", "return", "\"LONG\"", "elif", "field_type", "==", "\"esriFieldTypeSmallInteg...	31.689655	12.482759
def authenticate(self): """ Indicate to the client that it needs to authenticate via a 401. """ if request.headers.get('Authorization') or request.args.get('access_token'): realm = 'Bearer realm="%s", error="invalid_token"' % __package__ else: realm = 'Bea...	[ "def", "authenticate", "(", "self", ")", ":", "if", "request", ".", "headers", ".", "get", "(", "'Authorization'", ")", "or", "request", ".", "args", ".", "get", "(", "'access_token'", ")", ":", "realm", "=", "'Bearer realm=\"%s\", error=\"invalid_token\"'", "...	48.7	23.3
def get_self_uri(self, content_type): "return the first self uri with the content_type" try: return [self_uri for self_uri in self.self_uri_list if self_uri.content_type == content_type][0] except IndexError: return None	[ "def", "get_self_uri", "(", "self", ",", "content_type", ")", ":", "try", ":", "return", "[", "self_uri", "for", "self_uri", "in", "self", ".", "self_uri_list", "if", "self_uri", ".", "content_type", "==", "content_type", "]", "[", "0", "]", "except", "Ind...	40.285714	18
def _prm_make_description(self, data, fullname): """ Returns a description dictionary for pytables table creation""" def _convert_lists_and_tuples(series_of_data): """Converts lists and tuples to numpy arrays""" if isinstance(series_of_data[0], (list, t...	[ "def", "_prm_make_description", "(", "self", ",", "data", ",", "fullname", ")", ":", "def", "_convert_lists_and_tuples", "(", "series_of_data", ")", ":", "\"\"\"Converts lists and tuples to numpy arrays\"\"\"", "if", "isinstance", "(", "series_of_data", "[", "0", "]", ...	43.625	26.375
def _table_arg_to_table_ref(value, default_project=None): """Helper to convert a string or Table to TableReference. This function keeps TableReference and other kinds of objects unchanged. """ if isinstance(value, six.string_types): value = TableReference.from_string(value, default_project=defa...	[ "def", "_table_arg_to_table_ref", "(", "value", ",", "default_project", "=", "None", ")", ":", "if", "isinstance", "(", "value", ",", "six", ".", "string_types", ")", ":", "value", "=", "TableReference", ".", "from_string", "(", "value", ",", "default_project"...	42.2	18
def get_webhook(self, kwargs): # noqa: E501 """Check callback URL # noqa: E501 Shows the current callback URL if it exists. Example usage:** curl -X GET https://api.us-east-1.mbedcloud.com/v2/notification/callback -H 'authorization: Bearer {api-key}' # noqa: E501 This method makes...	[ "def", "get_webhook", "(", "self", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'asynchronous'", ")", ":", "return", "self", ".", "get_webhook_with_http_info",...	47.8	24.8
def string_match(self, datastring, findstring, flags=None): """ Returns position of findstring in datastring or None if not found. Flags is a list of strings. Supported strings are: * "MATCH_CASE": The case has to match for valid find * "WHOLE_WORD": The word has to be surround...	[ "def", "string_match", "(", "self", ",", "datastring", ",", "findstring", ",", "flags", "=", "None", ")", ":", "if", "type", "(", "datastring", ")", "is", "IntType", ":", "# Empty cell", "return", "None", "if", "flags", "is", "None", ":", "flags", "=", ...	32.731707	18.829268
def compile_pattern_list(self, patterns): '''This compiles a pattern-string or a list of pattern-strings. Patterns must be a StringType, EOF, TIMEOUT, SRE_Pattern, or a list of those. Patterns may also be None which results in an empty list (you might do this if waiting for an EOF or TIM...	[ "def", "compile_pattern_list", "(", "self", ",", "patterns", ")", ":", "if", "patterns", "is", "None", ":", "return", "[", "]", "if", "not", "isinstance", "(", "patterns", ",", "list", ")", ":", "patterns", "=", "[", "patterns", "]", "# Allow dot to match ...	39.12766	18.829787
def iter_left_col_tcs(self): """Generate each `a:tc` element in leftmost column of range.""" col_idx = self._left for tr in self._tbl.tr_lst[self._top:self._bottom]: yield tr.tc_lst[col_idx]	[ "def", "iter_left_col_tcs", "(", "self", ")", ":", "col_idx", "=", "self", ".", "_left", "for", "tr", "in", "self", ".", "_tbl", ".", "tr_lst", "[", "self", ".", "_top", ":", "self", ".", "_bottom", "]", ":", "yield", "tr", ".", "tc_lst", "[", "col...	44.4	9.4
def align_to_target(self, target_term_doc_mat): ''' Parameters ---------- target_term_doc_mat : TermDocMatrix Returns ------- PriorFactory ''' self.priors = self.priors[target_term_doc_mat.get_terms()].fillna(0) return self	[ "def", "align_to_target", "(", "self", ",", "target_term_doc_mat", ")", ":", "self", ".", "priors", "=", "self", ".", "priors", "[", "target_term_doc_mat", ".", "get_terms", "(", ")", "]", ".", "fillna", "(", "0", ")", "return", "self" ]	19.416667	26.75
def text_entry(self, ucs, name): """ Display a single column segment row describing ``(ucs, name)``. :param ucs: target unicode point character string. :param name: name of unicode point. :rtype: unicode """ style = self.screen.style if len(name) > style....	[ "def", "text_entry", "(", "self", ",", "ucs", ",", "name", ")", ":", "style", "=", "self", ".", "screen", ".", "style", "if", "len", "(", "name", ")", ">", "style", ".", "name_len", ":", "idx", "=", "max", "(", "0", ",", "style", ".", "name_len",...	40.071429	13.880952
def create(ctx, to, amount, symbol, secret, hash, account, expiration): """ Create an HTLC contract """ ctx.blockchain.blocking = True tx = ctx.blockchain.htlc_create( Amount(amount, symbol), to, secret, hash_type=hash, expiration=expiration, account=accou...	[ "def", "create", "(", "ctx", ",", "to", ",", "amount", ",", "symbol", ",", "secret", ",", "hash", ",", "account", ",", "expiration", ")", ":", "ctx", ".", "blockchain", ".", "blocking", "=", "True", "tx", "=", "ctx", ".", "blockchain", ".", "htlc_cre...	27.777778	15.222222
def on_train_begin(self, epoch:int, **kwargs:Any)->None: "Initialize the schedulers for training." res = {'epoch':self.start_epoch} if self.start_epoch is not None else None self.start_epoch = ifnone(self.start_epoch, epoch) self.scheds = [p.scheds for p in self.phases] self.opt ...	[ "def", "on_train_begin", "(", "self", ",", "epoch", ":", "int", ",", "", "", "kwargs", ":", "Any", ")", "->", "None", ":", "res", "=", "{", "'epoch'", ":", "self", ".", "start_epoch", "}", "if", "self", ".", "start_epoch", "is", "not", "None", "e...	43.454545	15.090909
def _Execute(self, funcname, args, kwargs): """Send an RPC request to the gdb-internal python. Blocks for 3 seconds by default and returns any results. Args: funcname: the name of the function to call. args: the function's arguments. **kwargs: Only the key 'wait_for_completion' is ins...	[ "def", "_Execute", "(", "self", ",", "funcname", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "wait_for_completion", "=", "kwargs", ".", "get", "(", "'wait_for_completion'", ",", "False", ")", "rpc_dict", "=", "{", "'func'", ":", "funcname", ",",...	37.225806	19.129032
def value(self): ''' Return the counter value Returns: long: The counter value ''' (counter_type, value) = win32pdh.GetFormattedCounterValue( self.handle, win32pdh.PDH_FMT_DOUBLE) self.type = counter_type return value	[ "def", "value", "(", "self", ")", ":", "(", "counter_type", ",", "value", ")", "=", "win32pdh", ".", "GetFormattedCounterValue", "(", "self", ".", "handle", ",", "win32pdh", ".", "PDH_FMT_DOUBLE", ")", "self", ".", "type", "=", "counter_type", "return", "v...	26.181818	20.181818
def validation_tween_factory(handler, registry): """Pyramid tween for performing validation. Note this is very simple -- it validates requests, responses, and paths while delegating to the relevant matching view. """ settings = load_settings(registry) route_mapper = registry.queryUtility(IRoute...	[ "def", "validation_tween_factory", "(", "handler", ",", "registry", ")", ":", "settings", "=", "load_settings", "(", "registry", ")", "route_mapper", "=", "registry", ".", "queryUtility", "(", "IRoutesMapper", ")", "validation_context", "=", "_get_validation_context",...	35.551724	21.517241
def flat_matches(self, key): """ Yield all 'value' targets, without priority """ for val in self.dispatch(key): for el in val: yield el[1] # only value, no priority return	[ "def", "flat_matches", "(", "self", ",", "key", ")", ":", "for", "val", "in", "self", ".", "dispatch", "(", "key", ")", ":", "for", "el", "in", "val", ":", "yield", "el", "[", "1", "]", "# only value, no priority", "return" ]	36.333333	11.166667
def request(self, path, method='GET', params=None, type=REST_TYPE): """Builds a request, gets a response and decodes it.""" response_text = self._get_http_client(type).request(path, method, params) if not response_text: return response_text response_json = json.loads(respon...	[ "def", "request", "(", "self", ",", "path", ",", "method", "=", "'GET'", ",", "params", "=", "None", ",", "type", "=", "REST_TYPE", ")", ":", "response_text", "=", "self", ".", "_get_http_client", "(", "type", ")", ".", "request", "(", "path", ",", "...	36.307692	24.384615
def iter_follower_file(fname): """ Iterator from a file of follower information and return a tuple of screen_name, follower ids. File format is: <iso timestamp> <screen_name> <follower_id1> <follower_ids2> ... """ with open(fname, 'rt') as f: for line in f: parts = line.split() ...	[ "def", "iter_follower_file", "(", "fname", ")", ":", "with", "open", "(", "fname", ",", "'rt'", ")", "as", "f", ":", "for", "line", "in", "f", ":", "parts", "=", "line", ".", "split", "(", ")", "if", "len", "(", "parts", ")", ">", "3", ":", "yi...	41.1	13.3
def save_package_contents(self, root, team, owner, pkgname): """ Saves the in-memory contents to a file in the local package repository. """ assert isinstance(root, RootNode) instance_hash = hash_contents(root) pkg_path = self.package_path(team, owner, pkgname) ...	[ "def", "save_package_contents", "(", "self", ",", "root", ",", "team", ",", "owner", ",", "pkgname", ")", ":", "assert", "isinstance", "(", "root", ",", "RootNode", ")", "instance_hash", "=", "hash_contents", "(", "root", ")", "pkg_path", "=", "self", ".",...	42.92	17.56
def _set_metadata(self): """ Internal helper to set metadata attributes. """ meta = QueryDbMeta() with self._engine.connect() as conn: meta.bind = conn meta.reflect() self._meta = meta # Set an inspect attribute, whose subattributes ...	[ "def", "_set_metadata", "(", "self", ")", ":", "meta", "=", "QueryDbMeta", "(", ")", "with", "self", ".", "_engine", ".", "connect", "(", ")", "as", "conn", ":", "meta", ".", "bind", "=", "conn", "meta", ".", "reflect", "(", ")", "self", ".", "_met...	38.594595	16.594595
def same_guid(post, parameter=DEFAULT_SIMILARITY_TIMESPAN): '''Skip posts with exactly same GUID. Parameter: comparison timespan, seconds (int, 0 = inf, default: {0}).''' from feedjack.models import Post if isinstance(parameter, types.StringTypes): parameter = int(parameter.strip()) similar = Post.objects.filtere...	[ "def", "same_guid", "(", "post", ",", "parameter", "=", "DEFAULT_SIMILARITY_TIMESPAN", ")", ":", "from", "feedjack", ".", "models", "import", "Post", "if", "isinstance", "(", "parameter", ",", "types", ".", "StringTypes", ")", ":", "parameter", "=", "int", "...	51.9	20.1
def server(name='proxy-server', headers_middleware=None, server_software=None, **kwargs): '''Function to Create a WSGI Proxy Server.''' if headers_middleware is None: headers_middleware = [x_forwarded_for] wsgi_proxy = ProxyServerWsgiHandler(headers_middleware) kwargs['server_software...	[ "def", "server", "(", "name", "=", "'proxy-server'", ",", "headers_middleware", "=", "None", ",", "server_software", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "headers_middleware", "is", "None", ":", "headers_middleware", "=", "[", "x_forwarded_for...	51.5	13
def reassemble(self, blueprint, fields, documents): """ Reassemble the given set of fields for a list of pre-assembed documents. NOTE: Reassembly is done in place, since the data you send the method should be JSON type safe, if you need to retain the existing document it is reco...	[ "def", "reassemble", "(", "self", ",", "blueprint", ",", "fields", ",", "documents", ")", ":", "# Reset the blueprint", "blueprint", ".", "reset", "(", ")", "# Reassemble the documents", "for", "document", "in", "documents", ":", "blueprint", ".", "reassemble", ...	36.4	21.333333
def transform_data(self, project, logstore, config, from_time, to_time=None, to_client=None, to_project=None, to_logstore=None, shard_list=None, batch_size=None, compress=None, cg_name=None, c_name=None, ...	[ "def", "transform_data", "(", "self", ",", "project", ",", "logstore", ",", "config", ",", "from_time", ",", "to_time", "=", "None", ",", "to_client", "=", "None", ",", "to_project", "=", "None", ",", "to_logstore", "=", "None", ",", "shard_list", "=", "...	53.710526	37.710526
async def send(self, request: ClientRequest, **config: Any) -> AsyncClientResponse: """Send the request using this HTTP sender. Will pre-load the body into memory to be available with a sync method. pass stream=True to avoid this behavior. """ result = await self._session.reques...	[ "async", "def", "send", "(", "self", ",", "request", ":", "ClientRequest", ",", "", "", "config", ":", "Any", ")", "->", "AsyncClientResponse", ":", "result", "=", "await", "self", ".", "_session", ".", "request", "(", "request", ".", "method", ",", ...	37.133333	16.866667
def distance(latitude_1, longitude_1, latitude_2, longitude_2): """ Distance between two points. """ coef = mod_math.cos(latitude_1 / 180. * mod_math.pi) x = latitude_1 - latitude_2 y = (longitude_1 - longitude_2) * coef return mod_math.sqrt(x * x + y * y) * ONE_DEGREE	[ "def", "distance", "(", "latitude_1", ",", "longitude_1", ",", "latitude_2", ",", "longitude_2", ")", ":", "coef", "=", "mod_math", ".", "cos", "(", "latitude_1", "/", "180.", "*", "mod_math", ".", "pi", ")", "x", "=", "latitude_1", "-", "latitude_2", "y...	29	15
def substitute_environ(self): """ Substitute environment variables into settings. """ for attr_name in dir(self): if attr_name.startswith('_') or attr_name.upper() != attr_name: continue orig_value = getattr(self, attr_name) is_require...	[ "def", "substitute_environ", "(", "self", ")", ":", "for", "attr_name", "in", "dir", "(", "self", ")", ":", "if", "attr_name", ".", "startswith", "(", "'_'", ")", "or", "attr_name", ".", "upper", "(", ")", "!=", "attr_name", ":", "continue", "orig_value"...	51.448276	18.758621
def user_info(self, verbose=False): ''' Get information about the currently authenticated user http://docs.opsview.com/doku.php?id=opsview4.6:restapi#user_information ''' url = '{}/{}'.format(self.rest_url, 'user') return self.__auth_req_get(url, verbose=verbose)	[ "def", "user_info", "(", "self", ",", "verbose", "=", "False", ")", ":", "url", "=", "'{}/{}'", ".", "format", "(", "self", ".", "rest_url", ",", "'user'", ")", "return", "self", ".", "__auth_req_get", "(", "url", ",", "verbose", "=", "verbose", ")" ]	43.571429	21.571429
def encoded_words_to_text(self, in_encoded_words: str): """Pull out the character set, encoding, and encoded text from the input encoded words. Next, it decodes the encoded words into a byte string, using either the quopri module or base64 module as determined by the encoding. Finally, i...	[ "def", "encoded_words_to_text", "(", "self", ",", "in_encoded_words", ":", "str", ")", ":", "# handle RFC2047 quoting", "if", "'\"'", "in", "in_encoded_words", ":", "in_encoded_words", "=", "in_encoded_words", ".", "strip", "(", "'\"'", ")", "# regex", "encoded_word...	40.588235	19.970588
def create_fw(self, tenant_id, data): """Top level routine called when a FW is created. """ try: return self._create_fw(tenant_id, data) except Exception as exc: LOG.error("Failed to create FW for device native, tenant " "%(tenant)s data %(data)s Exc...	[ "def", "create_fw", "(", "self", ",", "tenant_id", ",", "data", ")", ":", "try", ":", "return", "self", ".", "_create_fw", "(", "tenant_id", ",", "data", ")", "except", "Exception", "as", "exc", ":", "LOG", ".", "error", "(", "\"Failed to create FW for dev...	46.444444	16.333333
def Size(self): """ Get the total size in bytes of the object. Returns: int: size. """ s = super(Block, self).Size() + GetVarSize(self.Transactions) return s	[ "def", "Size", "(", "self", ")", ":", "s", "=", "super", "(", "Block", ",", "self", ")", ".", "Size", "(", ")", "+", "GetVarSize", "(", "self", ".", "Transactions", ")", "return", "s" ]	23.333333	18.888889
def send(self, msg): """send message to client.""" assert isinstance(msg, str), "String is required" if self._debug: log.info("outgoing message: %s, %s", self.id, str(msg)[:200]) if self.state != STATE_OPEN: return self._feed(FRAME_MESSAGE, msg)	[ "def", "send", "(", "self", ",", "msg", ")", ":", "assert", "isinstance", "(", "msg", ",", "str", ")", ",", "\"String is required\"", "if", "self", ".", "_debug", ":", "log", ".", "info", "(", "\"outgoing message: %s, %s\"", ",", "self", ".", "id", ",", ...	27.454545	21.363636
def _generate_main_files_header(notebook_object, notebook_title="Notebook Title", notebook_description="Notebook Description"): """ Internal function that is used for generation of the 'MainFiles' notebooks header. ---------- Parameters ---------- notebook_object...	[ "def", "_generate_main_files_header", "(", "notebook_object", ",", "notebook_title", "=", "\"Notebook Title\"", ",", "notebook_description", "=", "\"Notebook Description\"", ")", ":", "# =================================== Creation of Header =======================================", "h...	43.037037	31.333333
def isdir(path, message): """ Raise an exception if the given directory does not exist. :param path: The path to a directory to be tested :param message: A custom message to report in the exception :raises: FileNotFoundError """ if not os.path.isdir(path): raise FileNotFoundError( ...	[ "def", "isdir", "(", "path", ",", "message", ")", ":", "if", "not", "os", ".", "path", ".", "isdir", "(", "path", ")", ":", "raise", "FileNotFoundError", "(", "errno", ".", "ENOENT", ",", "\"{}: {}\"", ".", "format", "(", "message", ",", "os", ".", ...	31.076923	17.230769
def print_row_failures(failing_items, verbose=False, outfile_name=None): """ Take output from get_row_failures (DataFrame), and output it to stdout, an outfile, or both. """ if outfile_name: outfile = open(outfile_name, "w") outfile.write("\t".join(["name", "row_number", "problem_typ...	[ "def", "print_row_failures", "(", "failing_items", ",", "verbose", "=", "False", ",", "outfile_name", "=", "None", ")", ":", "if", "outfile_name", ":", "outfile", "=", "open", "(", "outfile_name", ",", "\"w\"", ")", "outfile", ".", "write", "(", "\"\\t\"", ...	39.733333	17.733333
def username_user_password(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") username = ET.SubElement(config, "username", xmlns="urn:brocade.com:mgmt:brocade-aaa") name_key = ET.SubElement(username, "name") name_key.text = kwargs.pop('name') ...	[ "def", "username_user_password", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "username", "=", "ET", ".", "SubElement", "(", "config", ",", "\"username\"", ",", "xmlns", "=", "\"urn:brocade.co...	42.916667	14.833333
def blank(columns=1, name=None): """ Creates the grammar for a blank field. These are for constant empty strings which should be ignored, as they are used just as fillers. :param columns: number of columns, which is the required number of whitespaces :param name: name for the field :re...	[ "def", "blank", "(", "columns", "=", "1", ",", "name", "=", "None", ")", ":", "if", "name", "is", "None", ":", "name", "=", "'Blank Field'", "field", "=", "pp", ".", "Regex", "(", "'[ ]{'", "+", "str", "(", "columns", ")", "+", "'}'", ")", "field...	24.227273	19.863636
def reference_id_from_html(html): """\ Extracts the cable's reference identifier from the provided HTML string. `html` The HTML page of the cable. """ m = _REFERENCE_ID_FROM_HTML_PATTERN.search(html) if m: return m.group(1) raise ValueError("Cannot extract the cable's refere...	[ "def", "reference_id_from_html", "(", "html", ")", ":", "m", "=", "_REFERENCE_ID_FROM_HTML_PATTERN", ".", "search", "(", "html", ")", "if", "m", ":", "return", "m", ".", "group", "(", "1", ")", "raise", "ValueError", "(", "\"Cannot extract the cable's reference ...	28.909091	18.090909
def can_execute(self): """True if we can execute the callback.""" return not self._disabled and all(dep.status == dep.node.S_OK for dep in self.deps)	[ "def", "can_execute", "(", "self", ")", ":", "return", "not", "self", ".", "_disabled", "and", "all", "(", "dep", ".", "status", "==", "dep", ".", "node", ".", "S_OK", "for", "dep", "in", "self", ".", "deps", ")" ]	54.333333	23
def get_config_from_package(package): """ Breaks a package string in module and class. :param package: A package string. :return: A config dict with class and module. """ package_x = package.split('.') package_conf = {} package_conf['class'] = package_x[-1] package_conf['module'] = '.'....	[ "def", "get_config_from_package", "(", "package", ")", ":", "package_x", "=", "package", ".", "split", "(", "'.'", ")", "package_conf", "=", "{", "}", "package_conf", "[", "'class'", "]", "=", "package_x", "[", "-", "1", "]", "package_conf", "[", "'module'...	32.454545	10.363636
def write_tables(fname, table_names=None, prefix=None, compress=False, local=False): """ Writes tables to a pandas.HDFStore file. Parameters ---------- fname : str File name for HDFStore. Will be opened in append mode and closed at the end of this function. table_names: list of ...	[ "def", "write_tables", "(", "fname", ",", "table_names", "=", "None", ",", "prefix", "=", "None", ",", "compress", "=", "False", ",", "local", "=", "False", ")", ":", "if", "table_names", "is", "None", ":", "table_names", "=", "list_tables", "(", ")", ...	36.891892	20.837838
def append_records(self, owner, id, stream_id, body, **kwargs): """ Append records to a stream. This endpoint appends JSON data to a stream associated with a dataset. Streams don't need to be created before you can append data to it. They will be created on-demand, the first time they are used. ...	[ "def", "append_records", "(", "self", ",", "owner", ",", "id", ",", "stream_id", ",", "body", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'callback'", ")", ":", "retu...	90.75	63.75
def up_by_name(filters, local_dir=".", remote_dir=DEFAULT_REMOTE_DIR, count=1): """Sync files whose filename attribute is highest in alphanumeric order""" remote_files = command.map_files_raw(remote_dir=remote_dir) local_files = list_local_files(filters, local_dir=local_dir) greatest = sorted(local_fi...	[ "def", "up_by_name", "(", "*", "filters", ",", "local_dir", "=", "\".\"", ",", "remote_dir", "=", "DEFAULT_REMOTE_DIR", ",", "count", "=", "1", ")", ":", "remote_files", "=", "command", ".", "map_files_raw", "(", "remote_dir", "=", "remote_dir", ")", "local_...	59	16.75
def secondary_query(self, query, mongo_query, secondary_filter=None): """Creates a secondary query object based on secondary parameters specified by user Args: query(dict): a dictionary of query filters specified by the users mongo_query(dict): the query that is goin...	[ "def", "secondary_query", "(", "self", ",", "query", ",", "mongo_query", ",", "secondary_filter", "=", "None", ")", ":", "LOG", ".", "debug", "(", "'Creating a query object with secondary parameters'", ")", "mongo_secondary_query", "=", "[", "]", "# loop over secondar...	41.144654	21.559748
def get_nearest_site(self, latitude=None, longitude=None): """ Deprecated. This function returns nearest Site object to the specified coordinates. """ warning_message = 'This function is deprecated. Use get_nearest_forecast_site() instead' warn(warning_message, Deprecati...	[ "def", "get_nearest_site", "(", "self", ",", "latitude", "=", "None", ",", "longitude", "=", "None", ")", ":", "warning_message", "=", "'This function is deprecated. Use get_nearest_forecast_site() instead'", "warn", "(", "warning_message", ",", "DeprecationWarning", ",",...	44.888889	24.666667
def fill_form_field(self, field_name, field_value): """Fills given field with given value :param field_name: name of field to fill :param field_value: value with which to fill field """ self.browser.execute_script( "document.getElementsByName(\"" + str( ...	[ "def", "fill_form_field", "(", "self", ",", "field_name", ",", "field_value", ")", ":", "self", ".", "browser", ".", "execute_script", "(", "\"document.getElementsByName(\\\"\"", "+", "str", "(", "field_name", ")", "+", "\"\\\")[0].value = \\\"\"", "+", "str", "("...	41.666667	14.111111
def run_docker(self, commands): """Run App in Docker Container. Args: commands (dict): A dictionary of the CLI commands. Returns: int: The exit code of the subprocess command. """ try: import docker except ImportError: pri...	[ "def", "run_docker", "(", "self", ",", "commands", ")", ":", "try", ":", "import", "docker", "except", "ImportError", ":", "print", "(", "'{}{}Could not import docker module (try \"pip install docker\").'", ".", "format", "(", "c", ".", "Style", ".", "BRIGHT", ","...	37.188235	21.658824
def Exists(self, maxSearchSeconds: float = 5, searchIntervalSeconds: float = SEARCH_INTERVAL, printIfNotExist: bool = False) -> bool: """ maxSearchSeconds: float searchIntervalSeconds: float Find control every searchIntervalSeconds seconds in maxSearchSeconds seconds. Return bool...	[ "def", "Exists", "(", "self", ",", "maxSearchSeconds", ":", "float", "=", "5", ",", "searchIntervalSeconds", ":", "float", "=", "SEARCH_INTERVAL", ",", "printIfNotExist", ":", "bool", "=", "False", ")", "->", "bool", ":", "if", "self", ".", "_element", "an...	55.27451	27.470588
def iplot(figure,validate=True,sharing=None,filename='', online=None,asImage=False,asUrl=False,asPlot=False, dimensions=None,display_image=True,**kwargs): """ Plots a figure in IPython, creates an HTML or generates an Image figure : figure Plotly figure to be charted validate : bool If True then all va...	[ "def", "iplot", "(", "figure", ",", "validate", "=", "True", ",", "sharing", "=", "None", ",", "filename", "=", "''", ",", "online", "=", "None", ",", "asImage", "=", "False", ",", "asUrl", "=", "False", ",", "asPlot", "=", "False", ",", "dimensions"...	30.503497	22.363636
def approximate_eig(self, epsilon=1e-6): """ Compute low-rank approximation of the eigenvalue decomposition of target matrix. If spd is True, the decomposition will be conducted while ensuring that the spectrum of `A_k^{-1}` is positive. Parameters ---------- epsilon : float, o...	[ "def", "approximate_eig", "(", "self", ",", "epsilon", "=", "1e-6", ")", ":", "L", "=", "self", ".", "approximate_cholesky", "(", "epsilon", "=", "epsilon", ")", "LL", "=", "np", ".", "dot", "(", "L", ".", "T", ",", "L", ")", "s", ",", "V", "=", ...	39.225	26.6
def clear_cached_authc_info(self, identifier): """ When cached credentials are no longer needed, they can be manually cleared with this method. However, account credentials may be cached with a short expiration time (TTL), making the manual clearing of cached credentials an alte...	[ "def", "clear_cached_authc_info", "(", "self", ",", "identifier", ")", ":", "msg", "=", "\"Clearing cached authc_info for [{0}]\"", ".", "format", "(", "identifier", ")", "logger", ".", "debug", "(", "msg", ")", "self", ".", "cache_handler", ".", "delete", "(", ...	47.428571	25.142857
def has_changed(self, field): """Returns ``True`` if field has changed from currently saved value""" if not self.instance.pk: return True elif field in self.saved_data: return self.previous(field) != self.get_field_value(field) else: raise FieldError('...	[ "def", "has_changed", "(", "self", ",", "field", ")", ":", "if", "not", "self", ".", "instance", ".", "pk", ":", "return", "True", "elif", "field", "in", "self", ".", "saved_data", ":", "return", "self", ".", "previous", "(", "field", ")", "!=", "sel...	43.125	14.625
def _merge(left, right, path=None, conflict=_Conflict.error): """ Merges values in place from right into left. :param left: mapping to merge into :param right: mapping to merge from :param path: `list` of keys processed before (used for error reporting only, should only need to be provi...	[ "def", "_merge", "(", "left", ",", "right", ",", "path", "=", "None", ",", "conflict", "=", "_Conflict", ".", "error", ")", ":", "path", "=", "path", "or", "[", "]", "conflict", "=", "_Conflict", "(", "conflict", ")", "for", "key", "in", "right", "...	45.882353	23.411765

def cancel(self, job_ids): """Cancel jobs specified by a list of job ids. Parameters ---------- list of str List of identifiers of jobs which should be canceled. Returns ------- list of bool For each entry, True if the cancel operation is...

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def generator(ngf, nc, no_bias=True, fix_gamma=True, eps=1e-5 + 1e-12, z_dim=100, activation='sigmoid'): '''The genrator is a CNN which takes 100 dimensional embedding as input and reconstructs the input image given to the encoder ''' BatchNorm = mx.sym.BatchNorm rand = mx.sym.Variable('rand') ...

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def adjustChildren(self, delta, secs=False): """ Shifts the children for this item by the inputed number of days. :param delta | <int> """ if self.adjustmentsBlocked('children'): return if self.itemStyle() != self.ItemStyle....

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def outer_left_join(self, join_streamlet, window_config, join_function): """Return a new Streamlet by left join_streamlet with this streamlet """ from heronpy.streamlet.impl.joinbolt import JoinStreamlet, JoinBolt join_streamlet_result = JoinStreamlet(JoinBolt.OUTER_LEFT, window_config, ...

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def _postprocess(self, x, out=None): """Return the post-processed version of ``x``. C2C: use ``tmp_f`` (C2C operation) R2C: use ``tmp_f`` (C2C operation) HALFC: use ``tmp_f`` (C2C operation) The result is stored in ``out`` if given, otherwise in a temporary or a new arr...

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def migrateProvPre010(self, newslab): ''' Check for any pre-010 provstacks and migrate those to the new slab. ''' did_migrate = self._migrate_db_pre010('prov', newslab) if not did_migrate: return self._migrate_db_pre010('provs', newslab)

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32.222222

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def features(sentence, i): """Features for i'th token in sentence. Currently baseline named-entity recognition features, but these can easily be changed to do POS tagging or chunking. """ word = sentence[i] yield "word:{}" + word.lower() if word[0].isupper(): yield "CAP" if ...

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def setup(self): """Method runs the plugin""" if self.dry_run is not True: self.client = self._get_client() self._disable_access_key()

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34

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def get_verba_link_for_schedule(self, schedule): """ Returns a link to verba. The link varies by campus and schedule. Multiple calls to this with the same schedule may result in different urls. """ dao = Book_DAO() url = self.get_verba_url(schedule) res...

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def json_error_formatter(body, status, title, environ): """A json_formatter for webob exceptions.""" body = webob.exc.strip_tags(body) status_code = int(status.split(None, 1)[0]) error_dict = { 'status': status_code, 'title': title, 'detail': body } return {'errors': [err...

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32

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def get_batch_children(self): """ Retrieves batch child tasks for this task if its a batch task. :return: Collection instance. :raises SbError if task is not a batch task. """ if not self.batch: raise SbgError("This task is not a batch task.") return s...

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def fetch_logs_from_host(hostname, install_path, prefix, logs, directory, pattern): """ Static method Copies logs from specified host on the specified install path :Parameter hostname the remote host from where we need to fetch the logs :Parameter install_path path where the app is installed :Parameter...

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def _bounds_dist(self, p): """Get the lower and upper bound distances. Negative is bad.""" prob = self.problem lb_dist = (p - prob.variable_bounds[0, ]).min() ub_dist = (prob.variable_bounds[1, ] - p).min() if prob.bounds.shape[0] > 0: const = prob.inequalities.dot(...

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38.333333

16.4

def compute_agreement_score(num_matches, num1, num2): """ Agreement score is used as a criteria to match unit1 and unit2. """ denom = num1 + num2 - num_matches if denom == 0: return 0 return num_matches / denom

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29.375

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def _positionalArgumentKeyValueList(self, originalConstructorExpectedArgList, syntheticMemberList, argTuple): """Transforms args tuple to a dictionary mapping argument names to values using or...

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53.107143

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def _analyzeDontMeasure(self, chunkSize, willMeasureLater, *sinks): """ Figure out the best diffs to use to reach all our required volumes. """ nodes = [None] height = 1 def sortKey(node): if node is None: return None return (node.intermediate, s...

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39.008621

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def build_message(self, checker): """Builds the checker's error message to report""" solution = ' (%s)' % checker.solution if self.with_solutions else '' return '{} {}{}'.format(checker.code, checker.msg, solution)

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49.5

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def from_conf(cls, path=None, **overrides): '''Initialize instance from YAML configuration file, writing updates (only to keys, specified by "conf_update_keys") back to it.''' from onedrive import portalocker import yaml if path is None: path = cls.conf_path_default log.debug('Using default state-file...

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40.844444

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def _is_reference(bpe): """Return True if the element is an entity reference.""" if isinstance(bpe, _bp('ProteinReference')) or \ isinstance(bpe, _bpimpl('ProteinReference')) or \ isinstance(bpe, _bp('SmallMoleculeReference')) or \ isinstance(bpe, _bpimpl('SmallMoleculeReference')) or \ ...

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def clip(obj, lower=0, upper=127): """ Return a copy of the object with piano-roll(s) clipped by a lower bound and an upper bound specified by `lower` and `upper`, respectively. Parameters ---------- lower : int or float The lower bound to clip the piano-roll. Default to 0. upper : ...

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28.823529

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def remove_custom_field_setting(self, project, params={}, **options): """Remove a custom field setting on the project. Parameters ---------- project : {Id} The project to associate the custom field with [data] : {Object} Data for the request - [custom_field] : {Id} Th...

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45.363636

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def timeout_selecting(self): """Timeout of selecting on SELECTING state. Not specifiyed in [:rfc:`7844`]. See comments in :func:`dhcpcapfsm.DHCPCAPFSM.timeout_request`. """ logger.debug('C2.1: T In %s, timeout receiving response to select.', self.current_st...

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42.066667

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def get_firewall_rules(self, server): """ Return all FirewallRule objects based on a server instance or uuid. """ server_uuid, server_instance = uuid_and_instance(server) url = '/server/{0}/firewall_rule'.format(server_uuid) res = self.get_request(url) return [ ...

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35

21.461538

def is_address_executable_and_writeable(self, address): """ Determines if an address belongs to a commited, writeable and executable page. The page may or may not have additional permissions. Looking for writeable and executable pages is important when exploiting a software vuln...

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33.392857

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def blink(self, status): """Turn blink cursor visibility on/off""" self._display_control = ByteUtil.apply_flag(self._display_control, Command.BLINKING_ON, status) self.command(self._display_control)

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54.75

20.5

def removePoint(self, point, preserveCurve=False): """ Remove the point from the contour. point can be a point object or an index. If ``preserveCurve`` is set to ``True`` an attempt will be made to preserve the shape of the curve if the environment supports that functiona...

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45.6

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def diff(compiled_requirements, installed_dists): """ Calculate which packages should be installed or uninstalled, given a set of compiled requirements and a list of currently installed modules. """ requirements_lut = {r.link or key_from_req(r.req): r for r in compiled_requirements} satisfied =...

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39.444444

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def not_implemented(self, context, **response_kwargs): ''' If DEBUG: raise NotImplemented Exception. If not, raise 404. :raises:`django.http.Http404` if production environment. :raises:`NotImplementedError` if ``settings.DEBUG`` is True ''' if settings.DEBUG: ...

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43.5

24.5

def device_product_str(self, indent): """Convenience to string method. """ s = "Vendor: {}\n".format(self.vendor) s += indent + "Product: {}\n".format((self.product and product_map[self.product]) or "Unknown") s += indent + "Version: {}\n".format(self.version) return s

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44.428571

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def _wait_fd(conn, read=True): '''Wait for an event on file descriptor ``fd``. :param conn: file descriptor :param read: wait for a read event if ``True``, otherwise a wait for write event. This function must be invoked from a coroutine with parent, therefore invoking it from the main gree...

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35.62963

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def get_results_sig(self): """Get significant results.""" # Only print results when uncorrected p-value < this value. print("{N:7,} of {M:,} results have uncorrected P-values <= {PVAL}=pval\n".format( N=sum(1 for r in self.results_all if r.p_uncorrected < self.args.pval), ...

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52.4

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def scan(self): '''Metascript that calls other scripts to tune the FE. Parameters ---------- cfg_name : string Name of the config to be created. This config holds the tuning results. target_threshold : int The target threshold value in PlsrDAC. ...

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54.086022

26.946237

def _validate(self, val: list, log: Optional[Logger] = None) -> Tuple[bool, List[str]]: """ Determine whether val is a valid instance of this array :returns: Success indicator and error list """ errors = [] if not isinstance(val, list): errors.append(f"{self._variable_name}:...

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46.92

25.52

def _validate_allowed_settings(self, application_id, application_config, allowed_settings): """Confirm only allowed settings are present.""" for setting_key in application_config.keys(): if setting_key not in allowed_settings: raise ImproperlyConfigured( "Platform {}, app {} does not support the settin...

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40.5

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def start(client, container, interactive=True, stdout=None, stderr=None, stdin=None, **kwargs): """ Present the PTY of the container inside the current process. This is just a wrapper for PseudoTerminal(client, container).start() """ PseudoTerminal(client, container, interactive=interactive, stdou...

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45.75

34

def vfolders(access_key): ''' List and manage virtual folders. ''' fields = [ ('Name', 'name'), ('Created At', 'created_at'), ('Last Used', 'last_used'), ('Max Files', 'max_files'), ('Max Size', 'max_size'), ] if access_key is None: q = 'query { vf...

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31.84

17.36

def on_step_begin(self, step, logs): """ Print metrics if interval is over """ if self.step % self.interval == 0: if len(self.episode_rewards) > 0: metrics = np.array(self.metrics) assert metrics.shape == (self.interval, len(self.metrics_names)) ...

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63.28

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def get_file_hash(filename): '''find the SHA256 hash string of a file ''' hasher = hashlib.sha256() with open(filename, "rb") as f: for chunk in iter(lambda: f.read(4096), b""): hasher.update(chunk) return hasher.hexdigest()

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32.125

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def calculate(cls, calc, formula_reg, data_reg, out_reg, timestep=None, idx=None): """ Execute calculation :param calc: calculation, with formula, args and return keys :type calc: dict :param formula_reg: Registry of formulas. :type formula_reg: :class:...

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47.268817

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def parse_schema_string(schema_string): """ Load and return a PySchema class from an avsc string """ if isinstance(schema_string, str): schema_string = schema_string.decode("utf8") schema_struct = json.loads(schema_string) return AvroSchemaParser().parse_schema_struct(schema_struct)

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34.222222

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def compress_and_upload(data, compressed_file, s3_path, multipart_chunk_size_mb=500, method='gz', delete=False, access_key=None, secret_key=None): ''' Compresses data and uploads to S3. S3 upload uses ``s3cmd``, so you must either: 1) Manually configure ``s3cmd`` prior to use (typically using ...

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36.842105

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def hbold(*content, sep=' '): """ Make bold text (HTML) :param content: :param sep: :return: """ return _md(quote_html(_join(*content, sep=sep)), symbols=MD_SYMBOLS[4])

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21

19.444444

def squared_error(y, y_pred): """Calculates the sum of the squared differences between target and prediction. Parameters: ----------- y : vector, shape (n_samples,) The target values. y_pred : vector, shape (n_samples,) The predicted values. Returns: -------- error...

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22.761905

17.571429

def register(self, model=None, include_fields=[], exclude_fields=[], mapping_fields={}): """ Register a model with auditlog. Auditlog will then track mutations on this model's instances. :param model: The model to register. :type model: Model :param include_fields: The fields to...

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39.628571

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def start_watching(self): """ Begins watching etcd for changes. """ # Don't create a new watcher thread if we already have one running if self.watcher and self.watcher.is_alive(): return # Create a new watcher thread and start it self.watcher = Watcher() self...

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36.444444

17

def _compute(self): """Compute y min and max and y scale and set labels""" x_len = self._len y_len = self._order self._box.xmax = x_len self._box.ymax = y_len self._x_pos = [n / 2 for n in range(1, 2 * x_len, 2)] self._y_pos = [n / 2 for n in reversed(range(1, 2 ...

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37.076923

18.307692

def lookUpFieldType(field_type): """ Converts the ArcGIS REST field types to Python Types Input: field_type - string - type of field as string Output: Python field type as string """ if field_type == "esriFieldTypeDate": return "DATE" elif field_type == "esr...

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31.689655

12.482759

def authenticate(self): """ Indicate to the client that it needs to authenticate via a 401. """ if request.headers.get('Authorization') or request.args.get('access_token'): realm = 'Bearer realm="%s", error="invalid_token"' % __package__ else: realm = 'Bea...

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48.7

23.3

def get_self_uri(self, content_type): "return the first self uri with the content_type" try: return [self_uri for self_uri in self.self_uri_list if self_uri.content_type == content_type][0] except IndexError: return None

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40.285714

18

def _prm_make_description(self, data, fullname): """ Returns a description dictionary for pytables table creation""" def _convert_lists_and_tuples(series_of_data): """Converts lists and tuples to numpy arrays""" if isinstance(series_of_data[0], (list, t...

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43.625

26.375

def _table_arg_to_table_ref(value, default_project=None): """Helper to convert a string or Table to TableReference. This function keeps TableReference and other kinds of objects unchanged. """ if isinstance(value, six.string_types): value = TableReference.from_string(value, default_project=defa...

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42.2

18

def get_webhook(self, **kwargs): # noqa: E501 """Check callback URL # noqa: E501 Shows the current callback URL if it exists. **Example usage:** curl -X GET https://api.us-east-1.mbedcloud.com/v2/notification/callback -H 'authorization: Bearer {api-key}' # noqa: E501 This method makes...

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47.8

24.8

def string_match(self, datastring, findstring, flags=None): """ Returns position of findstring in datastring or None if not found. Flags is a list of strings. Supported strings are: * "MATCH_CASE": The case has to match for valid find * "WHOLE_WORD": The word has to be surround...

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32.731707

18.829268

def compile_pattern_list(self, patterns): '''This compiles a pattern-string or a list of pattern-strings. Patterns must be a StringType, EOF, TIMEOUT, SRE_Pattern, or a list of those. Patterns may also be None which results in an empty list (you might do this if waiting for an EOF or TIM...

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39.12766

18.829787

def iter_left_col_tcs(self): """Generate each `a:tc` element in leftmost column of range.""" col_idx = self._left for tr in self._tbl.tr_lst[self._top:self._bottom]: yield tr.tc_lst[col_idx]

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44.4

9.4

def align_to_target(self, target_term_doc_mat): ''' Parameters ---------- target_term_doc_mat : TermDocMatrix Returns ------- PriorFactory ''' self.priors = self.priors[target_term_doc_mat.get_terms()].fillna(0) return self

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19.416667

26.75

def text_entry(self, ucs, name): """ Display a single column segment row describing ``(ucs, name)``. :param ucs: target unicode point character string. :param name: name of unicode point. :rtype: unicode """ style = self.screen.style if len(name) > style....

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40.071429

13.880952

def create(ctx, to, amount, symbol, secret, hash, account, expiration): """ Create an HTLC contract """ ctx.blockchain.blocking = True tx = ctx.blockchain.htlc_create( Amount(amount, symbol), to, secret, hash_type=hash, expiration=expiration, account=accou...

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27.777778

15.222222

def on_train_begin(self, epoch:int, **kwargs:Any)->None: "Initialize the schedulers for training." res = {'epoch':self.start_epoch} if self.start_epoch is not None else None self.start_epoch = ifnone(self.start_epoch, epoch) self.scheds = [p.scheds for p in self.phases] self.opt ...

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43.454545

15.090909

def _Execute(self, funcname, *args, **kwargs): """Send an RPC request to the gdb-internal python. Blocks for 3 seconds by default and returns any results. Args: funcname: the name of the function to call. *args: the function's arguments. **kwargs: Only the key 'wait_for_completion' is ins...

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37.225806

19.129032

def value(self): ''' Return the counter value Returns: long: The counter value ''' (counter_type, value) = win32pdh.GetFormattedCounterValue( self.handle, win32pdh.PDH_FMT_DOUBLE) self.type = counter_type return value

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26.181818

20.181818

def validation_tween_factory(handler, registry): """Pyramid tween for performing validation. Note this is very simple -- it validates requests, responses, and paths while delegating to the relevant matching view. """ settings = load_settings(registry) route_mapper = registry.queryUtility(IRoute...

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35.551724

21.517241

def flat_matches(self, key): """ Yield all 'value' targets, without priority """ for val in self.dispatch(key): for el in val: yield el[1] # only value, no priority return

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36.333333

11.166667

def request(self, path, method='GET', params=None, type=REST_TYPE): """Builds a request, gets a response and decodes it.""" response_text = self._get_http_client(type).request(path, method, params) if not response_text: return response_text response_json = json.loads(respon...

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36.307692

24.384615

def iter_follower_file(fname): """ Iterator from a file of follower information and return a tuple of screen_name, follower ids. File format is: <iso timestamp> <screen_name> <follower_id1> <follower_ids2> ... """ with open(fname, 'rt') as f: for line in f: parts = line.split() ...

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41.1

13.3

def save_package_contents(self, root, team, owner, pkgname): """ Saves the in-memory contents to a file in the local package repository. """ assert isinstance(root, RootNode) instance_hash = hash_contents(root) pkg_path = self.package_path(team, owner, pkgname) ...

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42.92

17.56

def _set_metadata(self): """ Internal helper to set metadata attributes. """ meta = QueryDbMeta() with self._engine.connect() as conn: meta.bind = conn meta.reflect() self._meta = meta # Set an inspect attribute, whose subattributes ...

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38.594595

16.594595

def same_guid(post, parameter=DEFAULT_SIMILARITY_TIMESPAN): '''Skip posts with exactly same GUID. Parameter: comparison timespan, seconds (int, 0 = inf, default: {0}).''' from feedjack.models import Post if isinstance(parameter, types.StringTypes): parameter = int(parameter.strip()) similar = Post.objects.filtere...

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51.9

20.1

def server(name='proxy-server', headers_middleware=None, server_software=None, **kwargs): '''Function to Create a WSGI Proxy Server.''' if headers_middleware is None: headers_middleware = [x_forwarded_for] wsgi_proxy = ProxyServerWsgiHandler(headers_middleware) kwargs['server_software...

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51.5

13

def reassemble(self, blueprint, fields, documents): """ Reassemble the given set of fields for a list of pre-assembed documents. NOTE: Reassembly is done in place, since the data you send the method should be JSON type safe, if you need to retain the existing document it is reco...

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36.4

21.333333

def transform_data(self, project, logstore, config, from_time, to_time=None, to_client=None, to_project=None, to_logstore=None, shard_list=None, batch_size=None, compress=None, cg_name=None, c_name=None, ...

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53.710526

37.710526

async def send(self, request: ClientRequest, **config: Any) -> AsyncClientResponse: """Send the request using this HTTP sender. Will pre-load the body into memory to be available with a sync method. pass stream=True to avoid this behavior. """ result = await self._session.reques...

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37.133333

16.866667

def distance(latitude_1, longitude_1, latitude_2, longitude_2): """ Distance between two points. """ coef = mod_math.cos(latitude_1 / 180. * mod_math.pi) x = latitude_1 - latitude_2 y = (longitude_1 - longitude_2) * coef return mod_math.sqrt(x * x + y * y) * ONE_DEGREE

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29

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def substitute_environ(self): """ Substitute environment variables into settings. """ for attr_name in dir(self): if attr_name.startswith('_') or attr_name.upper() != attr_name: continue orig_value = getattr(self, attr_name) is_require...

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def user_info(self, verbose=False): ''' Get information about the currently authenticated user http://docs.opsview.com/doku.php?id=opsview4.6:restapi#user_information ''' url = '{}/{}'.format(self.rest_url, 'user') return self.__auth_req_get(url, verbose=verbose)

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def encoded_words_to_text(self, in_encoded_words: str): """Pull out the character set, encoding, and encoded text from the input encoded words. Next, it decodes the encoded words into a byte string, using either the quopri module or base64 module as determined by the encoding. Finally, i...

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def create_fw(self, tenant_id, data): """Top level routine called when a FW is created. """ try: return self._create_fw(tenant_id, data) except Exception as exc: LOG.error("Failed to create FW for device native, tenant " "%(tenant)s data %(data)s Exc...

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def Size(self): """ Get the total size in bytes of the object. Returns: int: size. """ s = super(Block, self).Size() + GetVarSize(self.Transactions) return s

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def send(self, msg): """send message to client.""" assert isinstance(msg, str), "String is required" if self._debug: log.info("outgoing message: %s, %s", self.id, str(msg)[:200]) if self.state != STATE_OPEN: return self._feed(FRAME_MESSAGE, msg)

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def _generate_main_files_header(notebook_object, notebook_title="Notebook Title", notebook_description="Notebook Description"): """ Internal function that is used for generation of the 'MainFiles' notebooks header. ---------- Parameters ---------- notebook_object...

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def isdir(path, message): """ Raise an exception if the given directory does not exist. :param path: The path to a directory to be tested :param message: A custom message to report in the exception :raises: FileNotFoundError """ if not os.path.isdir(path): raise FileNotFoundError( ...

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def print_row_failures(failing_items, verbose=False, outfile_name=None): """ Take output from get_row_failures (DataFrame), and output it to stdout, an outfile, or both. """ if outfile_name: outfile = open(outfile_name, "w") outfile.write("\t".join(["name", "row_number", "problem_typ...

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def username_user_password(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") username = ET.SubElement(config, "username", xmlns="urn:brocade.com:mgmt:brocade-aaa") name_key = ET.SubElement(username, "name") name_key.text = kwargs.pop('name') ...

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def blank(columns=1, name=None): """ Creates the grammar for a blank field. These are for constant empty strings which should be ignored, as they are used just as fillers. :param columns: number of columns, which is the required number of whitespaces :param name: name for the field :re...

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def reference_id_from_html(html): """\ Extracts the cable's reference identifier from the provided HTML string. `html` The HTML page of the cable. """ m = _REFERENCE_ID_FROM_HTML_PATTERN.search(html) if m: return m.group(1) raise ValueError("Cannot extract the cable's refere...

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def can_execute(self): """True if we can execute the callback.""" return not self._disabled and all(dep.status == dep.node.S_OK for dep in self.deps)

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def get_config_from_package(package): """ Breaks a package string in module and class. :param package: A package string. :return: A config dict with class and module. """ package_x = package.split('.') package_conf = {} package_conf['class'] = package_x[-1] package_conf['module'] = '.'....

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def write_tables(fname, table_names=None, prefix=None, compress=False, local=False): """ Writes tables to a pandas.HDFStore file. Parameters ---------- fname : str File name for HDFStore. Will be opened in append mode and closed at the end of this function. table_names: list of ...

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def append_records(self, owner, id, stream_id, body, **kwargs): """ Append records to a stream. This endpoint appends JSON data to a stream associated with a dataset. Streams don't need to be created before you can append data to it. They will be created on-demand, the first time they are used. ...

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def up_by_name(*filters, local_dir=".", remote_dir=DEFAULT_REMOTE_DIR, count=1): """Sync files whose filename attribute is highest in alphanumeric order""" remote_files = command.map_files_raw(remote_dir=remote_dir) local_files = list_local_files(*filters, local_dir=local_dir) greatest = sorted(local_fi...

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def secondary_query(self, query, mongo_query, secondary_filter=None): """Creates a secondary query object based on secondary parameters specified by user Args: query(dict): a dictionary of query filters specified by the users mongo_query(dict): the query that is goin...

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def get_nearest_site(self, latitude=None, longitude=None): """ Deprecated. This function returns nearest Site object to the specified coordinates. """ warning_message = 'This function is deprecated. Use get_nearest_forecast_site() instead' warn(warning_message, Deprecati...

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def fill_form_field(self, field_name, field_value): """Fills given field with given value :param field_name: name of field to fill :param field_value: value with which to fill field """ self.browser.execute_script( "document.getElementsByName(\"" + str( ...

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def run_docker(self, commands): """Run App in Docker Container. Args: commands (dict): A dictionary of the CLI commands. Returns: int: The exit code of the subprocess command. """ try: import docker except ImportError: pri...

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def Exists(self, maxSearchSeconds: float = 5, searchIntervalSeconds: float = SEARCH_INTERVAL, printIfNotExist: bool = False) -> bool: """ maxSearchSeconds: float searchIntervalSeconds: float Find control every searchIntervalSeconds seconds in maxSearchSeconds seconds. Return bool...

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def iplot(figure,validate=True,sharing=None,filename='', online=None,asImage=False,asUrl=False,asPlot=False, dimensions=None,display_image=True,**kwargs): """ Plots a figure in IPython, creates an HTML or generates an Image figure : figure Plotly figure to be charted validate : bool If True then all va...

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def approximate_eig(self, epsilon=1e-6): """ Compute low-rank approximation of the eigenvalue decomposition of target matrix. If spd is True, the decomposition will be conducted while ensuring that the spectrum of `A_k^{-1}` is positive. Parameters ---------- epsilon : float, o...

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def clear_cached_authc_info(self, identifier): """ When cached credentials are no longer needed, they can be manually cleared with this method. However, account credentials may be cached with a short expiration time (TTL), making the manual clearing of cached credentials an alte...

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def has_changed(self, field): """Returns ``True`` if field has changed from currently saved value""" if not self.instance.pk: return True elif field in self.saved_data: return self.previous(field) != self.get_field_value(field) else: raise FieldError('...

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def _merge(left, right, path=None, conflict=_Conflict.error): """ Merges values in place from *right* into *left*. :param left: mapping to merge into :param right: mapping to merge from :param path: `list` of keys processed before (used for error reporting only, should only need to be provi...

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