kejian/codesearchnet-python-rebalanced · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
def estimateAbsoluteMagnitude(spectralType): """Uses the spectral type to lookup an approximate absolute magnitude for the star. """ from .astroclasses import SpectralType specType = SpectralType(spectralType) if specType.classLetter == '': return np.nan elif specType.classNumber ...	[ "def", "estimateAbsoluteMagnitude", "(", "spectralType", ")", ":", "from", ".", "astroclasses", "import", "SpectralType", "specType", "=", "SpectralType", "(", "spectralType", ")", "if", "specType", ".", "classLetter", "==", "''", ":", "return", "np", ".", "nan"...	33.03125	0.000919
def holtWintersConfidenceArea(requestContext, seriesList, delta=3): """ Performs a Holt-Winters forecast using the series as input data and plots the area between the upper and lower bands of the predicted forecast deviations. """ bands = holtWintersConfidenceBands(requestContext, seriesList, de...	[ "def", "holtWintersConfidenceArea", "(", "requestContext", ",", "seriesList", ",", "delta", "=", "3", ")", ":", "bands", "=", "holtWintersConfidenceBands", "(", "requestContext", ",", "seriesList", ",", "delta", ")", "results", "=", "areaBetween", "(", "requestCon...	44.666667	0.001828
def _generate_contents(self, tar): """ Adds configuration files to tarfile instance. :param tar: tarfile instance :returns: None """ text = self.render(files=False) # create a list with all the packages (and remove empty entries) vpn_instances = vpn_patte...	[ "def", "_generate_contents", "(", "self", ",", "tar", ")", ":", "text", "=", "self", ".", "render", "(", "files", "=", "False", ")", "# create a list with all the packages (and remove empty entries)", "vpn_instances", "=", "vpn_pattern", ".", "split", "(", "text", ...	38.043478	0.00223
def exists(self, **kwargs): r"""Check for the existence of the ASM object on the BIG-IP Sends an HTTP GET to the URI of the ASM object and if it fails with a :exc:~requests.HTTPError` exception it checks the exception for status code of 404 and returns :obj:`False` in that case. ...	[ "def", "exists", "(", "self", ",", "", "", "kwargs", ")", ":", "requests_params", "=", "self", ".", "_handle_requests_params", "(", "kwargs", ")", "self", ".", "_check_load_parameters", "(", "", "", "kwargs", ")", "kwargs", "[", "'uri_as_parts'", "]", ...	38.395349	0.002363
def colorize(target, color, use_escape=True): ''' Colorize target string. Set use_escape to false when text will not be interpreted by readline, such as in intro message.''' def escape(code): ''' Escape character ''' return '\001%s\002' % code if color == 'purple': color_c...	[ "def", "colorize", "(", "target", ",", "color", ",", "use_escape", "=", "True", ")", ":", "def", "escape", "(", "code", ")", ":", "''' Escape character '''", "return", "'\\001%s\\002'", "%", "code", "if", "color", "==", "'purple'", ":", "color_code", "=", ...	32.28125	0.00094
def fire(data, tag, timeout=None): ''' Fire an event on the local minion event bus. Data must be formed as a dict. CLI Example: .. code-block:: bash salt '*' event.fire '{"data":"my event data"}' 'tag' ''' if timeout is None: timeout = 60000 else: timeout = timeout...	[ "def", "fire", "(", "data", ",", "tag", ",", "timeout", "=", "None", ")", ":", "if", "timeout", "is", "None", ":", "timeout", "=", "60000", "else", ":", "timeout", "=", "timeout", "*", "1000", "try", ":", "event", "=", "salt", ".", "utils", ".", ...	34.928571	0.000995
def init_argparser_build_dir( self, argparser, help=( 'the build directory, where all sources will be copied to ' 'as part of the build process; if left unspecified, the ' 'default behavior is to create a new temporary directory ' 'that will be...	[ "def", "init_argparser_build_dir", "(", "self", ",", "argparser", ",", "help", "=", "(", "'the build directory, where all sources will be copied to '", "'as part of the build process; if left unspecified, the '", "'default behavior is to create a new temporary directory '", "'that will be ...	44.055556	0.002469
def human(value): "If val>=1000 return val/1024+KiB, etc." if value >= 1073741824000: return '{:.1f} T'.format(value / 1099511627776.0) if value >= 1048576000: return '{:.1f} G'.format(value / 1073741824.0) if value >= 1024000: return '{:.1f} M'.format(value / 1048576.0) if v...	[ "def", "human", "(", "value", ")", ":", "if", "value", ">=", "1073741824000", ":", "return", "'{:.1f} T'", ".", "format", "(", "value", "/", "1099511627776.0", ")", "if", "value", ">=", "1048576000", ":", "return", "'{:.1f} G'", ".", "format", "(", "value"...	36.909091	0.002404
def delete(self): """ Delete this Dagobah instance from the Backend. """ logger.debug('Deleting Dagobah instance with ID {0}'.format(self.dagobah_id)) self.jobs = [] self.created_jobs = 0 self.backend.delete_dagobah(self.dagobah_id)	[ "def", "delete", "(", "self", ")", ":", "logger", ".", "debug", "(", "'Deleting Dagobah instance with ID {0}'", ".", "format", "(", "self", ".", "dagobah_id", ")", ")", "self", ".", "jobs", "=", "[", "]", "self", ".", "created_jobs", "=", "0", "self", "....	44.5	0.011029
def investment_term(self, investment_term): """ This investment term is in months. This might change to a relative delta.""" try: if isinstance(investment_term, (str, int)): self._investment_term = int(investment_term) except Exception: raise ValueError('...	[ "def", "investment_term", "(", "self", ",", "investment_term", ")", ":", "try", ":", "if", "isinstance", "(", "investment_term", ",", "(", "str", ",", "int", ")", ")", ":", "self", ".", "_investment_term", "=", "int", "(", "investment_term", ")", "except",...	53.5	0.009195
def trace_filter (patterns): """Add given patterns to trace filter set or clear set if patterns is None.""" if patterns is None: _trace_filter.clear() else: _trace_filter.update(re.compile(pat) for pat in patterns)	[ "def", "trace_filter", "(", "patterns", ")", ":", "if", "patterns", "is", "None", ":", "_trace_filter", ".", "clear", "(", ")", "else", ":", "_trace_filter", ".", "update", "(", "re", ".", "compile", "(", "pat", ")", "for", "pat", "in", "patterns", ")"...	34.285714	0.00813
def load_text(self, text, verbose): """ :param text: :param rdf_format_opts: :param verbose: :return: """ if verbose: printDebug("----------") if verbose: printDebug("Reading: '%s ...'" % text[:10]) success = False for f in self.rd...	[ "def", "load_text", "(", "self", ",", "text", ",", "verbose", ")", ":", "if", "verbose", ":", "printDebug", "(", "\"----------\"", ")", "if", "verbose", ":", "printDebug", "(", "\"Reading: '%s ...'\"", "%", "text", "[", ":", "10", "]", ")", "success", "=...	35.08	0.011099
def validate(self): """ Verify that the contents of the PublicKey object are valid. Raises: TypeError: if the types of any PublicKey attributes are invalid. """ if not isinstance(self.value, bytes): raise TypeError("key value must be bytes") elif ...	[ "def", "validate", "(", "self", ")", ":", "if", "not", "isinstance", "(", "self", ".", "value", ",", "bytes", ")", ":", "raise", "TypeError", "(", "\"key value must be bytes\"", ")", "elif", "not", "isinstance", "(", "self", ".", "cryptographic_algorithm", "...	45.5	0.001076
def shouts(self, group, format, args): """ Send formatted string to a named group """ return lib.zyre_shouts(self._as_parameter_, group, format, args)	[ "def", "shouts", "(", "self", ",", "group", ",", "format", ",", "", "args", ")", ":", "return", "lib", ".", "zyre_shouts", "(", "self", ".", "_as_parameter_", ",", "group", ",", "format", ",", "", "args", ")" ]	36	0.01087
def get_period_uncertainty(self, fx, fy, jmax, fx_width=100): """ Get uncertainty of a period. The uncertainty is defined as the half width of the frequencies around the peak, that becomes lower than average + standard deviation of the power spectrum. Since we may not h...	[ "def", "get_period_uncertainty", "(", "self", ",", "fx", ",", "fy", ",", "jmax", ",", "fx_width", "=", "100", ")", ":", "# Get subset", "start_index", "=", "jmax", "-", "fx_width", "end_index", "=", "jmax", "+", "fx_width", "if", "start_index", "<", "0", ...	31.469697	0.000934
def put_item(self, table_name, item, condition_expression=None, expression_attribute_names=None, expression_attribute_values=None, return_consumed_capacity=None, return_item_collection_metrics=None, return_values=None)...	[ "def", "put_item", "(", "self", ",", "table_name", ",", "item", ",", "condition_expression", "=", "None", ",", "expression_attribute_names", "=", "None", ",", "expression_attribute_values", "=", "None", ",", "return_consumed_capacity", "=", "None", ",", "return_item...	57.12	0.001836
def _find_only_column_of_type(sframe, target_type, type_name, col_name): """ Finds the only column in `SFrame` with a type specified by `target_type`. If there are zero or more than one such columns, an exception will be raised. The name and type of the target column should be provided as strings fo...	[ "def", "_find_only_column_of_type", "(", "sframe", ",", "target_type", ",", "type_name", ",", "col_name", ")", ":", "image_column_name", "=", "None", "if", "type", "(", "target_type", ")", "!=", "list", ":", "target_type", "=", "[", "target_type", "]", "for", ...	54.111111	0.002018
def run(self): """Starts the blotter Connects to the TWS/GW, processes and logs market data, and broadcast it over TCP via ZeroMQ (which algo subscribe to) """ self._check_unique_blotter() # connect to mysql self.mysql_connect() self.context = zmq.Cont...	[ "def", "run", "(", "self", ")", ":", "self", ".", "_check_unique_blotter", "(", ")", "# connect to mysql", "self", ".", "mysql_connect", "(", ")", "self", ".", "context", "=", "zmq", ".", "Context", "(", "zmq", ".", "REP", ")", "self", ".", "socket", "...	42.15942	0.002015
def plot(self, agebins=50, p=(2.5, 97.5), ax=None): """Age-depth plot""" if ax is None: ax = plt.gca() ax.hist2d(np.repeat(self.depth, self.age_ensemble.shape[1]), self.age_ensemble.flatten(), (len(self.depth), agebins), cmin=1) ax.step(self.depth, self.age...	[ "def", "plot", "(", "self", ",", "agebins", "=", "50", ",", "p", "=", "(", "2.5", ",", "97.5", ")", ",", "ax", "=", "None", ")", ":", "if", "ax", "is", "None", ":", "ax", "=", "plt", ".", "gca", "(", ")", "ax", ".", "hist2d", "(", "np", "...	50.230769	0.009023
def calc_geo_dist_matrix_vincenty(nodes_pos): """ Calculates the geodesic distance between all nodes in `nodes_pos` incorporating the detour factor in config_calc.cfg. For every two points/coord it uses geopy's vincenty function (formula devised by Thaddeus Vincenty, with an accurate ellipsoidal m...	[ "def", "calc_geo_dist_matrix_vincenty", "(", "nodes_pos", ")", ":", "branch_detour_factor", "=", "cfg_ding0", ".", "get", "(", "'assumptions'", ",", "'branch_detour_factor'", ")", "matrix", "=", "{", "}", "for", "i", "in", "nodes_pos", ":", "pos_origin", "=", "t...	32.367347	0.010404
def get_pkg_info( package_name, additional=("pip", "flit", "pbr", "setuptools", "wheel") ): """Return build and package dependencies as a dict.""" dist_index = build_dist_index(pkg_resources.working_set) root = dist_index[package_name] tree = construct_tree(dist_index) dependencies = {pkg.name: ...	[ "def", "get_pkg_info", "(", "package_name", ",", "additional", "=", "(", "\"pip\"", ",", "\"flit\"", ",", "\"pbr\"", ",", "\"setuptools\"", ",", "\"wheel\"", ")", ")", ":", "dist_index", "=", "build_dist_index", "(", "pkg_resources", ".", "working_set", ")", "...	40.157895	0.00128
def add(self, name, parents=None): """ add a node to the graph. Raises an exception if the node cannot be added (i.e., if a node that name already exists, or if it would create a cycle. NOTE: A node can be added before its parents are added. name: The name of the node ...	[ "def", "add", "(", "self", ",", "name", ",", "parents", "=", "None", ")", ":", "if", "not", "isinstance", "(", "name", ",", "Hashable", ")", ":", "raise", "TypeError", "(", "name", ")", "parents", "=", "set", "(", "parents", "or", "(", ")", ")", ...	30.603448	0.001092
def _get_rhos(X, indices, Ks, max_K, save_all_Ks, min_dist): "Gets within-bag distances for each bag." logger.info("Getting within-bag distances...") if max_K >= X.n_pts.min(): msg = "asked for K = {}, but there's a bag with only {} points" raise ValueError(msg.format(max_K, X.n_pts.min()))...	[ "def", "_get_rhos", "(", "X", ",", "indices", ",", "Ks", ",", "max_K", ",", "save_all_Ks", ",", "min_dist", ")", ":", "logger", ".", "info", "(", "\"Getting within-bag distances...\"", ")", "if", "max_K", ">=", "X", ".", "n_pts", ".", "min", "(", ")", ...	40.368421	0.001274
def seriesflow(self, dae): """ Compute the flow through the line after solving PF. Compute terminal injections, line losses """ # Vm = dae.y[self.v] # Va = dae.y[self.a] # V1 = polar(Vm[self.a1], Va[self.a1]) # V2 = polar(Vm[self.a2], Va[self.a2]) ...	[ "def", "seriesflow", "(", "self", ",", "dae", ")", ":", "# Vm = dae.y[self.v]", "# Va = dae.y[self.a]", "# V1 = polar(Vm[self.a1], Va[self.a1])", "# V2 = polar(Vm[self.a2], Va[self.a2])", "I1", "=", "mul", "(", "self", ".", "v1", ",", "div", "(", "self", ".", "y12", ...	31.52381	0.001465
def separate_globs(globs): """Separate include and exclude globs.""" exclude = [] include = [] for path in globs: if path.startswith("!"): exclude.append(path[1:]) else: include.append(path) return (exclude, include)	[ "def", "separate_globs", "(", "globs", ")", ":", "exclude", "=", "[", "]", "include", "=", "[", "]", "for", "path", "in", "globs", ":", "if", "path", ".", "startswith", "(", "\"!\"", ")", ":", "exclude", ".", "append", "(", "path", "[", "1", ":", ...	18.5	0.042918
def _currentResponse(self, debugInfo): """ Pull the current response off the queue. """ bd = b''.join(self._bufferedData) self._bufferedData = [] return AssuanResponse(bd, debugInfo)	[ "def", "_currentResponse", "(", "self", ",", "debugInfo", ")", ":", "bd", "=", "b''", ".", "join", "(", "self", ".", "_bufferedData", ")", "self", ".", "_bufferedData", "=", "[", "]", "return", "AssuanResponse", "(", "bd", ",", "debugInfo", ")" ]	32	0.008696
def comments(self, ticket, include_inline_images=False): """ Retrieve the comments for a ticket. :param ticket: Ticket object or id :param include_inline_images: Boolean. If `True`, inline image attachments will be returned in each comments' `attachments` field alongside non...	[ "def", "comments", "(", "self", ",", "ticket", ",", "include_inline_images", "=", "False", ")", ":", "return", "self", ".", "_query_zendesk", "(", "self", ".", "endpoint", ".", "comments", ",", "'comment'", ",", "id", "=", "ticket", ",", "include_inline_imag...	53.666667	0.010183
def remove(self, item): """Remove an item from the list. """ self.items.pop(item) self._remove_dep(item) self.order = None self.changed(code_changed=True)	[ "def", "remove", "(", "self", ",", "item", ")", ":", "self", ".", "items", ".", "pop", "(", "item", ")", "self", ".", "_remove_dep", "(", "item", ")", "self", ".", "order", "=", "None", "self", ".", "changed", "(", "code_changed", "=", "True", ")" ...	28	0.009901
def reverse_pivot_to_fact(self, staging_table, piv_column, piv_list, from_column, meas_names, meas_values, new_line): """ For each column in the piv_list, append ALL from_column's using the group_list e.g. Input Table YEAR Person Q1 Q2 2010 Fre...	[ "def", "reverse_pivot_to_fact", "(", "self", ",", "staging_table", ",", "piv_column", ",", "piv_list", ",", "from_column", ",", "meas_names", ",", "meas_values", ",", "new_line", ")", ":", "self", ".", "sql_text", "+=", "'\\n-----------------------------\\n--Reverse P...	42.802469	0.008176
def update_sql(table, filter, updates): ''' >>> update_sql('tbl', {'foo': 'a', 'bar': 1}, {'bar': 2, 'baz': 'b'}) ('UPDATE tbl SET bar=$1, baz=$2 WHERE bar=$3 AND foo=$4', [2, 'b', 1, 'a']) ''' where_keys, where_vals = _split_dict(filter) up_keys, up_vals = _split_dict(updates) changes = _pa...	[ "def", "update_sql", "(", "table", ",", "filter", ",", "updates", ")", ":", "where_keys", ",", "where_vals", "=", "_split_dict", "(", "filter", ")", "up_keys", ",", "up_vals", "=", "_split_dict", "(", "updates", ")", "changes", "=", "_pairs", "(", "up_keys...	41.666667	0.001957
def xpointerEval(self, str): """Evaluate the XPath Location Path in the given context. """ ret = libxml2mod.xmlXPtrEval(str, self._o) if ret is None:raise treeError('xmlXPtrEval() failed') return xpathObjectRet(ret)	[ "def", "xpointerEval", "(", "self", ",", "str", ")", ":", "ret", "=", "libxml2mod", ".", "xmlXPtrEval", "(", "str", ",", "self", ".", "_o", ")", "if", "ret", "is", "None", ":", "raise", "treeError", "(", "'xmlXPtrEval() failed'", ")", "return", "xpathObj...	48.6	0.016194
def authenticate(self, connection_certificate=None, connection_info=None, request_credentials=None): """ Query the configured SLUGS service with the provided credentials. Args: connection_certificate (cryptography.x509.C...	[ "def", "authenticate", "(", "self", ",", "connection_certificate", "=", "None", ",", "connection_info", "=", "None", ",", "request_credentials", "=", "None", ")", ":", "if", "(", "self", ".", "users_url", "is", "None", ")", "or", "(", "self", ".", "groups_...	42.829787	0.002428
def _autodiscover(self): """Discovers panels to register from the current dashboard module.""" if getattr(self, "_autodiscover_complete", False): return panels_to_discover = [] panel_groups = [] # If we have a flat iterable of panel names, wrap it again so # ...	[ "def", "_autodiscover", "(", "self", ")", ":", "if", "getattr", "(", "self", ",", "\"_autodiscover_complete\"", ",", "False", ")", ":", "return", "panels_to_discover", "=", "[", "]", "panel_groups", "=", "[", "]", "# If we have a flat iterable of panel names, wrap i...	43.416667	0.000939
def _get_property_columns(tabletype, columns): """Returns list of GPS columns required to read gpsproperties for a table Examples -------- >>> _get_property_columns(lsctables.SnglBurstTable, ['peak']) ['peak_time', 'peak_time_ns'] """ from ligo.lw.lsctables import gpsproperty as GpsProperty...	[ "def", "_get_property_columns", "(", "tabletype", ",", "columns", ")", ":", "from", "ligo", ".", "lw", ".", "lsctables", "import", "gpsproperty", "as", "GpsProperty", "# get properties for row object", "rowvars", "=", "vars", "(", "tabletype", ".", "RowType", ")",...	34.833333	0.001553
def AsDict(self, dt=True): """ A dict representation of this User instance. The return value uses the same key names as the JSON representation. Args: dt (bool): If True, return dates as python datetime objects. If False, return dates as ISO strings. Re...	[ "def", "AsDict", "(", "self", ",", "dt", "=", "True", ")", ":", "data", "=", "{", "}", "if", "self", ".", "name", ":", "data", "[", "'name'", "]", "=", "self", ".", "name", "data", "[", "'mlkshk_url'", "]", "=", "self", ".", "mlkshk_url", "if", ...	32.068966	0.002088
def arcs_missing(self): """Returns a sorted list of the arcs in the code not executed.""" possible = self.arc_possibilities() executed = self.arcs_executed() missing = [ p for p in possible if p not in executed and p[0] not in self.no_branc...	[ "def", "arcs_missing", "(", "self", ")", ":", "possible", "=", "self", ".", "arc_possibilities", "(", ")", "executed", "=", "self", ".", "arcs_executed", "(", ")", "missing", "=", "[", "p", "for", "p", "in", "possible", "if", "p", "not", "in", "execute...	35.7	0.010929
def center_at(self, x, y): """Center the menu at x, y""" self.x = x - (self.width / 2) self.y = y - (self.height / 2)	[ "def", "center_at", "(", "self", ",", "x", ",", "y", ")", ":", "self", ".", "x", "=", "x", "-", "(", "self", ".", "width", "/", "2", ")", "self", ".", "y", "=", "y", "-", "(", "self", ".", "height", "/", "2", ")" ]	27.6	0.014085
def _html_to_img_tuples(html:str, format:str='jpg', n_images:int=10) -> list: "Parse the google images html to img tuples containining `(fname, url)`" bs = BeautifulSoup(html, 'html.parser') img_tags = bs.find_all('div', {'class': 'rg_meta'}) metadata_dicts = (json.loads(e.text) for e in img_tags) ...	[ "def", "_html_to_img_tuples", "(", "html", ":", "str", ",", "format", ":", "str", "=", "'jpg'", ",", "n_images", ":", "int", "=", "10", ")", "->", "list", ":", "bs", "=", "BeautifulSoup", "(", "html", ",", "'html.parser'", ")", "img_tags", "=", "bs", ...	66.285714	0.021277
def rtruncated_normal(mu, tau, a=-np.inf, b=np.inf, size=None): """ Random truncated normal variates. """ sigma = 1. / np.sqrt(tau) na = utils.normcdf((a - mu) / sigma) nb = utils.normcdf((b - mu) / sigma) # Use the inverse CDF generation method. U = np.random.mtrand.uniform(size=size)...	[ "def", "rtruncated_normal", "(", "mu", ",", "tau", ",", "a", "=", "-", "np", ".", "inf", ",", "b", "=", "np", ".", "inf", ",", "size", "=", "None", ")", ":", "sigma", "=", "1.", "/", "np", ".", "sqrt", "(", "tau", ")", "na", "=", "utils", "...	25.25	0.002387
def upload_files(self, dataset_key, files, files_metadata={}, **kwargs): """Upload dataset files :param dataset_key: Dataset identifier, in the form of owner/id :type dataset_key: str :param files: The list of names/paths for files stored in the local filesystem :type fi...	[ "def", "upload_files", "(", "self", ",", "dataset_key", ",", "files", ",", "files_metadata", "=", "{", "}", ",", "", "", "kwargs", ")", ":", "owner_id", ",", "dataset_id", "=", "parse_dataset_key", "(", "dataset_key", ")", "try", ":", "self", ".", "_up...	42.575758	0.001392
def excess_sharpe(returns, factor_returns, out=None): """ Determines the Excess Sharpe of a strategy. Parameters ---------- returns : pd.Series or np.ndarray Daily returns of the strategy, noncumulative. - See full explanation in :func:`~empyrical.stats.cum_returns`. factor_retu...	[ "def", "excess_sharpe", "(", "returns", ",", "factor_returns", ",", "out", "=", "None", ")", ":", "allocated_output", "=", "out", "is", "None", "if", "allocated_output", ":", "out", "=", "np", ".", "empty", "(", "returns", ".", "shape", "[", "1", ":", ...	26.617021	0.000771
def _handle_tag_definefontalignzones(self): """Handle the DefineFontAlignZones tag.""" obj = _make_object("DefineFontAlignZones") obj.FontId = unpack_ui16(self._src) bc = BitConsumer(self._src) obj.CSMTableHint = bc.u_get(2) obj.Reserved = bc.u_get(6) obj.ZoneTab...	[ "def", "_handle_tag_definefontalignzones", "(", "self", ")", ":", "obj", "=", "_make_object", "(", "\"DefineFontAlignZones\"", ")", "obj", ".", "FontId", "=", "unpack_ui16", "(", "self", ".", "_src", ")", "bc", "=", "BitConsumer", "(", "self", ".", "_src", "...	44.576923	0.001689
def addIndexOnAttribute(self, attributeName): ''' addIndexOnAttribute - Add an index for an arbitrary attribute. This will be used by the getElementsByAttr function. You should do this prior to parsing, or call reindex. Otherwise it will be blank. "name" and "id" will have no effect....	[ "def", "addIndexOnAttribute", "(", "self", ",", "attributeName", ")", ":", "attributeName", "=", "attributeName", ".", "lower", "(", ")", "self", ".", "_otherAttributeIndexes", "[", "attributeName", "]", "=", "{", "}", "def", "_otherIndexFunction", "(", "self", ...	52.421053	0.009862
def _validate_indexers(self, key): """ Make sanity checks """ for dim, k in zip(self.dims, key): if isinstance(k, BASIC_INDEXING_TYPES): pass else: if not isinstance(k, Variable): k = np.asarray(k) if k.ndim ...	[ "def", "_validate_indexers", "(", "self", ",", "key", ")", ":", "for", "dim", ",", "k", "in", "zip", "(", "self", ".", "dims", ",", "key", ")", ":", "if", "isinstance", "(", "k", ",", "BASIC_INDEXING_TYPES", ")", ":", "pass", "else", ":", "if", "no...	52.777778	0.001378
def _create_storer(self, group, format=None, value=None, append=False, **kwargs): """ return a suitable class to operate """ def error(t): raise TypeError( "cannot properly create the storer for: [{t}] [group->" "{group},value->{value},...	[ "def", "_create_storer", "(", "self", ",", "group", ",", "format", "=", "None", ",", "value", "=", "None", ",", "append", "=", "False", ",", "", "", "kwargs", ")", ":", "def", "error", "(", "t", ")", ":", "raise", "TypeError", "(", "\"cannot proper...	36.604651	0.000928
def calc_timestep_statistic(self, statistic, time): """ Calculate statistics from the primary attribute of the StObject. Args: statistic: statistic being calculated time: Timestep being investigated Returns: Value of the statistic """ ...	[ "def", "calc_timestep_statistic", "(", "self", ",", "statistic", ",", "time", ")", ":", "ti", "=", "np", ".", "where", "(", "self", ".", "times", "==", "time", ")", "[", "0", "]", "[", "0", "]", "ma", "=", "np", ".", "where", "(", "self", ".", ...	37.933333	0.001714
def writePlist(dataObject, filepath): ''' Write 'rootObject' as a plist to filepath. ''' plistData, error = ( NSPropertyListSerialization. dataFromPropertyList_format_errorDescription_( dataObject, NSPropertyListXMLFormat_v1_0, None)) if plistData is None: if erro...	[ "def", "writePlist", "(", "dataObject", ",", "filepath", ")", ":", "plistData", ",", "error", "=", "(", "NSPropertyListSerialization", ".", "dataFromPropertyList_format_errorDescription_", "(", "dataObject", ",", "NSPropertyListXMLFormat_v1_0", ",", "None", ")", ")", ...	33.95	0.001433
def setMetadata(self, remote, address, key, value): """Set metadata of device""" try: return self.proxies["%s-%s" % (self._interface_id, remote)].setMetadata(address, key, value) except Exception as err: LOG.debug("ServerThread.setMetadata: Exception: %s" % str(err))	[ "def", "setMetadata", "(", "self", ",", "remote", ",", "address", ",", "key", ",", "value", ")", ":", "try", ":", "return", "self", ".", "proxies", "[", "\"%s-%s\"", "%", "(", "self", ".", "_interface_id", ",", "remote", ")", "]", ".", "setMetadata", ...	51.666667	0.009524
def certify_enum_value(value, kind=None, required=True): """ Certifier for enum values. :param value: The value to be certified. :param kind: The enum type that value should be an instance of. :param bool required: Whether the value can be `None`. Defaults to True. :rais...	[ "def", "certify_enum_value", "(", "value", ",", "kind", "=", "None", ",", "required", "=", "True", ")", ":", "if", "certify_required", "(", "value", "=", "value", ",", "required", "=", "required", ",", ")", ":", "return", "try", ":", "kind", "(", "valu...	26	0.001325
def resize_image_with_crop_or_pad(image, target_height, target_width, dynamic_shape=False): """Crops and/or pads an image to a target width and height. Resizes an image to a target width and height by either centrally cropping the image or padding it evenly with zeros. If `wi...	[ "def", "resize_image_with_crop_or_pad", "(", "image", ",", "target_height", ",", "target_width", ",", "dynamic_shape", "=", "False", ")", ":", "image", "=", "ops", ".", "convert_to_tensor", "(", "image", ",", "name", "=", "'image'", ")", "_Check3DImage", "(", ...	38.4	0.009068
def visitExponentExpression(self, ctx): """ expression: expression EXPONENT expression """ arg1 = conversions.to_decimal(self.visit(ctx.expression(0)), self._eval_context) arg2 = conversions.to_decimal(self.visit(ctx.expression(1)), self._eval_context) return conversions....	[ "def", "visitExponentExpression", "(", "self", ",", "ctx", ")", ":", "arg1", "=", "conversions", ".", "to_decimal", "(", "self", ".", "visit", "(", "ctx", ".", "expression", "(", "0", ")", ")", ",", "self", ".", "_eval_context", ")", "arg2", "=", "conv...	50.571429	0.011111
def _bisearch(ucs, table): """ Auxiliary function for binary search in interval table. :arg int ucs: Ordinal value of unicode character. :arg list table: List of starting and ending ranges of ordinal values, in form of ``[(start, end), ...]``. :rtype: int :returns: 1 if ordinal value uc...	[ "def", "_bisearch", "(", "ucs", ",", "table", ")", ":", "lbound", "=", "0", "ubound", "=", "len", "(", "table", ")", "-", "1", "if", "ucs", "<", "table", "[", "0", "]", "[", "0", "]", "or", "ucs", ">", "table", "[", "ubound", "]", "[", "1", ...	27.76	0.001393
async def delete_record(type_: str, id: str): """ Delete a record from the storage wallet. :param type_: :param id: Example: await Wallet.add_record({ 'id': 'RecordId', 'tags': json.dumps({ 'tag1': 'unencrypted value1', ...	[ "async", "def", "delete_record", "(", "type_", ":", "str", ",", "id", ":", "str", ")", ":", "logger", "=", "logging", ".", "getLogger", "(", "__name__", ")", "if", "not", "hasattr", "(", "Wallet", ".", "delete_record", ",", "\"cb\"", ")", ":", "logger"...	33.6	0.002479
def _cache_provider_details(conn=None): ''' Provide a place to hang onto results of --list-[locations\|sizes\|images] so we don't have to go out to the API and get them every time. ''' DETAILS['avail_locations'] = {} DETAILS['avail_sizes'] = {} DETAILS['avail_images'] = {} locations = avai...	[ "def", "_cache_provider_details", "(", "conn", "=", "None", ")", ":", "DETAILS", "[", "'avail_locations'", "]", "=", "{", "}", "DETAILS", "[", "'avail_sizes'", "]", "=", "{", "}", "DETAILS", "[", "'avail_images'", "]", "=", "{", "}", "locations", "=", "a...	36.565217	0.001159
def _compose_mro(cls, types): # noqa """Calculates the method resolution order for a given class cls. Includes relevant abstract base classes (with their respective bases) from the types iterable. Uses a modified C3 linearization algorithm. """ bases = set(cls.__mro__) # Remove entries w...	[ "def", "_compose_mro", "(", "cls", ",", "types", ")", ":", "# noqa", "bases", "=", "set", "(", "cls", ".", "__mro__", ")", "# Remove entries which are already present in the __mro__ or unrelated.", "def", "is_related", "(", "_type", ")", ":", "return", "(", "# :of...	34.085106	0.000607
def syllabify(self, words: str) -> List[str]: """ Parse a Latin word into a list of syllable strings. :param words: a string containing one latin word or many words separated by spaces. :return: list of string, each representing a syllable. >>> syllabifier = Syllabifier() ...	[ "def", "syllabify", "(", "self", ",", "words", ":", "str", ")", "->", "List", "[", "str", "]", ":", "cleaned", "=", "words", ".", "translate", "(", "self", ".", "remove_punct_map", ")", "cleaned", "=", "cleaned", ".", "replace", "(", "\"qu\"", ",", "...	37.736434	0.000801
def get_repository_filter_raw(self, term=False): """ Returns the filter to be used in queries in a repository items """ perceval_backend_name = self.get_connector_name() filter_ = get_repository_filter(self.perceval_backend, perceval_backend_name, term) return filter_	[ "def", "get_repository_filter_raw", "(", "self", ",", "term", "=", "False", ")", ":", "perceval_backend_name", "=", "self", ".", "get_connector_name", "(", ")", "filter_", "=", "get_repository_filter", "(", "self", ".", "perceval_backend", ",", "perceval_backend_nam...	59.2	0.01
def name(self): """Returns the human-readable name of the place.""" if self._name == '' and self.details != None and 'name' in self.details: self._name = self.details['name'] return self._name	[ "def", "name", "(", "self", ")", ":", "if", "self", ".", "_name", "==", "''", "and", "self", ".", "details", "!=", "None", "and", "'name'", "in", "self", ".", "details", ":", "self", ".", "_name", "=", "self", ".", "details", "[", "'name'", "]", ...	44.8	0.017544
def vm_profiles_config(path, providers, env_var='SALT_CLOUDVM_CONFIG', defaults=None): ''' Read in the salt cloud VM config file ''' if defaults is None: defaults = VM_CONFIG_DEFAULTS overrides = salt.config.load_config( ...	[ "def", "vm_profiles_config", "(", "path", ",", "providers", ",", "env_var", "=", "'SALT_CLOUDVM_CONFIG'", ",", "defaults", "=", "None", ")", ":", "if", "defaults", "is", "None", ":", "defaults", "=", "VM_CONFIG_DEFAULTS", "overrides", "=", "salt", ".", "config...	30.115385	0.001238
def parse_html_dict(dictionary, prefix=''): """ Used to support dictionary values in HTML forms. { 'profile.username': 'example', 'profile.email': 'example@example.com', } --> { 'profile': { 'username': 'example', 'email': 'example@example.com...	[ "def", "parse_html_dict", "(", "dictionary", ",", "prefix", "=", "''", ")", ":", "ret", "=", "MultiValueDict", "(", ")", "regex", "=", "re", ".", "compile", "(", "r'^%s\\.(.+)$'", "%", "re", ".", "escape", "(", "prefix", ")", ")", "for", "field", ",", ...	24	0.001603
def paintEvent(self, event): """Qt Override. Include a validation icon to the left of the line edit. """ super(IconLineEdit, self).paintEvent(event) painter = QPainter(self) rect = self.geometry() space = int((rect.height())/6) h = rect.height() - space ...	[ "def", "paintEvent", "(", "self", ",", "event", ")", ":", "super", "(", "IconLineEdit", ",", "self", ")", ".", "paintEvent", "(", "event", ")", "painter", "=", "QPainter", "(", "self", ")", "rect", "=", "self", ".", "geometry", "(", ")", "space", "="...	32.1875	0.001885
def accept(self): """Method invoked when OK button is clicked.""" self.save_state() self.dock.show_busy() # The order of the components are matter. components = self.prepare_components() error_code, message = self.impact_function.generate_report( components,...	[ "def", "accept", "(", "self", ")", ":", "self", ".", "save_state", "(", ")", "self", ".", "dock", ".", "show_busy", "(", ")", "# The order of the components are matter.", "components", "=", "self", ".", "prepare_components", "(", ")", "error_code", ",", "messa...	32.030303	0.001837
def GetDeviceIntProperty(dev_ref, key): """Reads int property from the HID device.""" cf_key = CFStr(key) type_ref = iokit.IOHIDDeviceGetProperty(dev_ref, cf_key) cf.CFRelease(cf_key) if not type_ref: return None if cf.CFGetTypeID(type_ref) != cf.CFNumberGetTypeID(): raise errors.OsHidError('Expect...	[ "def", "GetDeviceIntProperty", "(", "dev_ref", ",", "key", ")", ":", "cf_key", "=", "CFStr", "(", "key", ")", "type_ref", "=", "iokit", ".", "IOHIDDeviceGetProperty", "(", "dev_ref", ",", "cf_key", ")", "cf", ".", "CFRelease", "(", "cf_key", ")", "if", "...	29.157895	0.019231
def are_debian_packages_installed(packages: List[str]) -> Dict[str, bool]: """ Check which of a list of Debian packages are installed, via ``dpkg-query``. Args: packages: list of Debian package names Returns: dict: mapping from package name to boolean ("present?") """ assert l...	[ "def", "are_debian_packages_installed", "(", "packages", ":", "List", "[", "str", "]", ")", "->", "Dict", "[", "str", ",", "bool", "]", ":", "assert", "len", "(", "packages", ")", ">=", "1", "require_executable", "(", "DPKG_QUERY", ")", "args", "=", "[",...	36	0.00066
def _do_batched_op_msg( namespace, operation, command, docs, check_keys, opts, ctx): """Create the next batched insert, update, or delete operation using OP_MSG. """ command['$db'] = namespace.split('.', 1)[0] if 'writeConcern' in command: ack = bool(command['writeConcern'].get('w', ...	[ "def", "_do_batched_op_msg", "(", "namespace", ",", "operation", ",", "command", ",", "docs", ",", "check_keys", ",", "opts", ",", "ctx", ")", ":", "command", "[", "'$db'", "]", "=", "namespace", ".", "split", "(", "'.'", ",", "1", ")", "[", "0", "]"...	38.6	0.001686
def send_command_w_enter(self, args, *kwargs): """ For 'show run-config' Cisco WLC adds a 'Press Enter to continue...' message Even though pagination is disabled show run-config also has excessive delays in the output which requires special handling. Arguments are the s...	[ "def", "send_command_w_enter", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "if", "len", "(", "args", ")", ">", "1", ":", "raise", "ValueError", "(", "\"Must pass in delay_factor as keyword argument\"", ")", "# If no delay_factor use 1 for def...	38.784314	0.001972
def create_labels(da, labels, locations, direction): """ Return an OffsetBox with label texts """ # The box dimensions are determined by the size of # the text objects. We put two dummy children at # either end to gaurantee that when center packed # the labels in the labels_box matchup with ...	[ "def", "create_labels", "(", "da", ",", "labels", ",", "locations", ",", "direction", ")", ":", "# The box dimensions are determined by the size of", "# the text objects. We put two dummy children at", "# either end to gaurantee that when center packed", "# the labels in the labels_box...	34.605263	0.00074
def save(cls, network=None, phases=[], filename='', delim=' \| '): r""" Save all the pore and throat property data on the Network (and optionally on any Phases objects) to CSV files. Parameters ---------- network : OpenPNM Network The Network containing the da...	[ "def", "save", "(", "cls", ",", "network", "=", "None", ",", "phases", "=", "[", "]", ",", "filename", "=", "''", ",", "delim", "=", "' \| '", ")", ":", "project", ",", "network", ",", "phases", "=", "cls", ".", "_parse_args", "(", "network", "=", ...	34.548387	0.001817
def generate_params(n_items, interval=5.0, ordered=False): r"""Generate random model parameters. This function samples a parameter independently and uniformly for each item. ``interval`` defines the width of the uniform distribution. Parameters ---------- n_items : int Number of distin...	[ "def", "generate_params", "(", "n_items", ",", "interval", "=", "5.0", ",", "ordered", "=", "False", ")", ":", "params", "=", "np", ".", "random", ".", "uniform", "(", "low", "=", "0", ",", "high", "=", "interval", ",", "size", "=", "n_items", ")", ...	28.125	0.001433
def get_variable_scope_name(value): """Returns the name of the variable scope indicated by the given value. Args: value: String, variable scope, or object with `variable_scope` attribute (e.g., Sonnet module). Returns: The name (a string) of the corresponding variable scope. Raises: ValueErro...	[ "def", "get_variable_scope_name", "(", "value", ")", ":", "# If the object has a \"variable_scope\" property, use it.", "value", "=", "getattr", "(", "value", ",", "\"variable_scope\"", ",", "value", ")", "if", "isinstance", "(", "value", ",", "tf", ".", "VariableScop...	31.428571	0.010294
def set_duration(self, duration): """ Android for whatever stupid reason doesn't let you set the time it only allows 1-long or 0-short. So we have to repeatedly call show until the duration expires, hence this method does nothing see `set_show`. """ if duration ...	[ "def", "set_duration", "(", "self", ",", "duration", ")", ":", "if", "duration", "==", "0", ":", "self", ".", "widget", ".", "setDuration", "(", "-", "2", ")", "#: Infinite", "else", ":", "self", ".", "widget", ".", "setDuration", "(", "0", ")" ]	38.181818	0.011628
def add_put(self, path: str, handler: _WebHandler, kwargs: Any) -> AbstractRoute: """ Shortcut for add_route with method PUT """ return self.add_route(hdrs.METH_PUT, path, handler, kwargs)	[ "def", "add_put", "(", "self", ",", "path", ":", "str", ",", "handler", ":", "_WebHandler", ",", "", "", "kwargs", ":", "Any", ")", "->", "AbstractRoute", ":", "return", "self", ".", "add_route", "(", "hdrs", ".", "METH_PUT", ",", "path", ",", "han...	39.166667	0.0125
def fixup_version(destination, version): """Newer releases of the SDK do not have the version number set correctly in the VERSION file. Fix it up.""" version_path = os.path.join( destination, 'google_appengine', 'VERSION') with open(version_path, 'r') as f: version_data = f.read() ...	[ "def", "fixup_version", "(", "destination", ",", "version", ")", ":", "version_path", "=", "os", ".", "path", ".", "join", "(", "destination", ",", "'google_appengine'", ",", "'VERSION'", ")", "with", "open", "(", "version_path", ",", "'r'", ")", "as", "f"...	33.8	0.001919
def rn_boundary(af, b_hi): """ R(n) ratio boundary for selecting between [b_hi-1, b_hi] alpha = b + 2 """ return np.sqrt( rn_theory(af, b)*rn_theory(af, b-1) )	[ "def", "rn_boundary", "(", "af", ",", "b_hi", ")", ":", "return", "np", ".", "sqrt", "(", "rn_theory", "(", "af", ",", "b", ")", "*", "rn_theory", "(", "af", ",", "b", "-", "1", ")", ")" ]	25.428571	0.021739
def get_representation(self, prefix="", suffix="\n"): """return the string representation of the current object.""" res = prefix + "Section " + self.get_section_name().upper() + suffix return res	[ "def", "get_representation", "(", "self", ",", "prefix", "=", "\"\"", ",", "suffix", "=", "\"\\n\"", ")", ":", "res", "=", "prefix", "+", "\"Section \"", "+", "self", ".", "get_section_name", "(", ")", ".", "upper", "(", ")", "+", "suffix", "return", "...	54	0.009132
def _evalAndDer(self,x): ''' Returns the level and first derivative of the function at each value in x. Only called internally by HARKinterpolator1D.eval_and_der. ''' m = len(x) fx = np.zeros((m,self.funcCount)) for j in range(self.funcCount): fx[:,j]...	[ "def", "_evalAndDer", "(", "self", ",", "x", ")", ":", "m", "=", "len", "(", "x", ")", "fx", "=", "np", ".", "zeros", "(", "(", "m", ",", "self", ".", "funcCount", ")", ")", "for", "j", "in", "range", "(", "self", ".", "funcCount", ")", ":", ...	35.235294	0.013008
def com_google_fonts_check_varfont_generate_static(ttFont): """ Check a static ttf can be generated from a variable font. """ import tempfile from fontTools.varLib import mutator try: loc = {k.axisTag: float((k.maxValue + k.minValue) / 2) for k in ttFont['fvar'].axes} with tempfile.Temporary...	[ "def", "com_google_fonts_check_varfont_generate_static", "(", "ttFont", ")", ":", "import", "tempfile", "from", "fontTools", ".", "varLib", "import", "mutator", "try", ":", "loc", "=", "{", "k", ".", "axisTag", ":", "float", "(", "(", "k", ".", "maxValue", "...	41.4375	0.013274
def weighted_choice(choices): """Returns a value from choices chosen by weighted random selection choices should be a list of (value, weight) tuples. eg. weighted_choice([('val1', 5), ('val2', 0.3), ('val3', 1)]) """ values, weights = zip(*choices) total = 0 cum_weights = [] for w in ...	[ "def", "weighted_choice", "(", "choices", ")", ":", "values", ",", "weights", "=", "zip", "(", "*", "choices", ")", "total", "=", "0", "cum_weights", "=", "[", "]", "for", "w", "in", "weights", ":", "total", "+=", "w", "cum_weights", ".", "append", "...	26.882353	0.002114
def deserialize(self): """ Based on a text based representation of an RSA key this method instantiates a cryptography.hazmat.primitives.asymmetric.rsa.RSAPrivateKey or RSAPublicKey instance """ # first look for the public parts of a RSA key if self.n and...	[ "def", "deserialize", "(", "self", ")", ":", "# first look for the public parts of a RSA key", "if", "self", ".", "n", "and", "self", ".", "e", ":", "try", ":", "numbers", "=", "{", "}", "# loop over all the parameters that define a RSA key", "for", "param", "in", ...	36.540984	0.000874
def copy_abiext(self, inext, outext): """Copy the Abinit file with extension inext to a new file withw extension outext""" infile = self.has_abiext(inext) if not infile: raise RuntimeError('no file with extension %s in %s' % (inext, self)) for i in range(len(infile) - 1, -1,...	[ "def", "copy_abiext", "(", "self", ",", "inext", ",", "outext", ")", ":", "infile", "=", "self", ".", "has_abiext", "(", "inext", ")", "if", "not", "infile", ":", "raise", "RuntimeError", "(", "'no file with extension %s in %s'", "%", "(", "inext", ",", "s...	38.466667	0.00846
def export(self, passphrase=None, iter=2048, maciter=1): """ Dump a PKCS12 object as a string. For more information, see the :c:func:`PKCS12_create` man page. :param passphrase: The passphrase used to encrypt the structure. Unlike some other passphrase arguments, this *must...	[ "def", "export", "(", "self", ",", "passphrase", "=", "None", ",", "iter", "=", "2048", ",", "maciter", "=", "1", ")", ":", "passphrase", "=", "_text_to_bytes_and_warn", "(", "\"passphrase\"", ",", "passphrase", ")", "if", "self", ".", "_cacerts", "is", ...	31.694915	0.001037
def create_parser(): """Creat a commandline parser for epubcheck :return Argumentparser: """ parser = ArgumentParser( prog='epubcheck', description="EpubCheck v%s - Validate your ebooks" % __version__ ) # Arguments parser.add_argument( 'path', nargs='?', ...	[ "def", "create_parser", "(", ")", ":", "parser", "=", "ArgumentParser", "(", "prog", "=", "'epubcheck'", ",", "description", "=", "\"EpubCheck v%s - Validate your ebooks\"", "%", "__version__", ")", "# Arguments", "parser", ".", "add_argument", "(", "'path'", ",", ...	24.5	0.000981
async def request(self, value: Any) -> Any: """\ Sends a command to and receives the reply from the task. """ await self.send(value) return await self.recv()	[ "async", "def", "request", "(", "self", ",", "value", ":", "Any", ")", "->", "Any", ":", "await", "self", ".", "send", "(", "value", ")", "return", "await", "self", ".", "recv", "(", ")" ]	32	0.010152
def cache(self): """Caches the result of loader(filename) to cachename.""" msg = 'Saving updates from more recent "%s" to "%s"' log.info(msg, self.filename, self.cachename) with open(self.cachename, 'wb') as output: cPickle.dump(self._dict, output, -1)	[ "def", "cache", "(", "self", ")", ":", "msg", "=", "'Saving updates from more recent \"%s\" to \"%s\"'", "log", ".", "info", "(", "msg", ",", "self", ".", "filename", ",", "self", ".", "cachename", ")", "with", "open", "(", "self", ".", "cachename", ",", "...	46.833333	0.024476
def get_source(self, id, **kwargs): # noqa: E501 """Get a specific source for a customer # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.get_source(id, async_...	[ "def", "get_source", "(", "self", ",", "id", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async_req'", ")", ":", "return", "self", ".", "get_source_with_h...	40.142857	0.002317
async def findArtifactFromTask(self, args, *kwargs): """ Get Artifact From Indexed Task Find a task by index path and redirect to the artifact on the most recent run with the given `name`. Note that multiple calls to this endpoint may return artifacts from differen tasks ...	[ "async", "def", "findArtifactFromTask", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "return", "await", "self", ".", "_makeApiCall", "(", "self", ".", "funcinfo", "[", "\"findArtifactFromTask\"", "]", ",", "", "args", ",", "", "",...	51.782609	0.009893
def update_scalars(self, scalars, mesh=None, render=True): """ Updates scalars of the an object in the plotter. Parameters ---------- scalars : np.ndarray Scalars to replace existing scalars. mesh : vtk.PolyData or vtk.UnstructuredGrid, optional ...	[ "def", "update_scalars", "(", "self", ",", "scalars", ",", "mesh", "=", "None", ",", "render", "=", "True", ")", ":", "if", "mesh", "is", "None", ":", "mesh", "=", "self", ".", "mesh", "if", "isinstance", "(", "mesh", ",", "(", "collections", ".", ...	30.932203	0.001593
def fromfile(self, path_to_file, mimetype=None): """ load blob content from file in StorageBlobModel instance. Parameters are: - path_to_file (required): path to a local file - mimetype (optional): set a mimetype. azurestoragewrap will guess it if not given """ if os....	[ "def", "fromfile", "(", "self", ",", "path_to_file", ",", "mimetype", "=", "None", ")", ":", "if", "os", ".", "path", ".", "isfile", "(", "path_to_file", ")", ":", "# Load file into self.__content__", "self", ".", "filename", "=", "os", ".", "path", ".", ...	40.666667	0.009608
def _add_play_button(self, image_url, image_path): """Try to add a play button to the screenshot.""" try: from PIL import Image from tempfile import NamedTemporaryFile import urllib try: urlretrieve = urllib.request.urlretrieve ...	[ "def", "_add_play_button", "(", "self", ",", "image_url", ",", "image_path", ")", ":", "try", ":", "from", "PIL", "import", "Image", "from", "tempfile", "import", "NamedTemporaryFile", "import", "urllib", "try", ":", "urlretrieve", "=", "urllib", ".", "request...	42.870968	0.001472
def bipart(func, seq): r"""Like a partitioning version of `filter`. Returns ``[itemsForWhichFuncReturnedFalse, itemsForWhichFuncReturnedTrue]``. Example: >>> bipart(bool, [1,None,2,3,0,[],[0]]) [[None, 0, []], [1, 2, 3, [0]]] """ if func is None: func = bool res = [[],[]] for i in...	[ "def", "bipart", "(", "func", ",", "seq", ")", ":", "if", "func", "is", "None", ":", "func", "=", "bool", "res", "=", "[", "[", "]", ",", "[", "]", "]", "for", "i", "in", "seq", ":", "res", "[", "not", "not", "func", "(", "i", ")", "]", "...	25.571429	0.010782
def buckets(bucket=None, account=None, matched=False, kdenied=False, errors=False, dbpath=None, size=None, denied=False, format=None, incomplete=False, oversize=False, region=(), not_region=(), inventory=None, output=None, config=None, sort=None, tagprefix=None, not_bucke...	[ "def", "buckets", "(", "bucket", "=", "None", ",", "account", "=", "None", ",", "matched", "=", "False", ",", "kdenied", "=", "False", ",", "errors", "=", "False", ",", "dbpath", "=", "None", ",", "size", "=", "None", ",", "denied", "=", "False", "...	34.966102	0.000471
def get_item(self, url): """ Returned item should have specific interface. See module docstring. """ _hash = self.build_hash(url) query = {'_id': _hash} return self.dbase.cache.find_one(query)	[ "def", "get_item", "(", "self", ",", "url", ")", ":", "_hash", "=", "self", ".", "build_hash", "(", "url", ")", "query", "=", "{", "'_id'", ":", "_hash", "}", "return", "self", ".", "dbase", ".", "cache", ".", "find_one", "(", "query", ")" ]	29.25	0.008299
def find_TPs_and_DUPs(self, percent=5., makefig=False): """ Function which finds TPs and uses the calc_DUP_parameter function. To calculate DUP parameter evolution dependent of the star or core mass. Parameters ---------- fig : integer Figure number ...	[ "def", "find_TPs_and_DUPs", "(", "self", ",", "percent", "=", "5.", ",", "makefig", "=", "False", ")", ":", "t0_model", "=", "self", ".", "find_first_TP", "(", ")", "t0_idx", "=", "(", "t0_model", "-", "self", ".", "get", "(", "\"model_number\"", ")", ...	37.149533	0.011027
def update_doc(input, **params): """ Updates document with value from another document :param input: :param params: :return: """ PARAM_SOURCE = 'source' SOURCE_COL = 'src.col' SOURCE_FIELD = 'src.field' PARAM_RESULT = 'result' res = input[params.get(PARAM_RESULT)] for sr...	[ "def", "update_doc", "(", "input", ",", "", "", "params", ")", ":", "PARAM_SOURCE", "=", "'source'", "SOURCE_COL", "=", "'src.col'", "SOURCE_FIELD", "=", "'src.field'", "PARAM_RESULT", "=", "'result'", "res", "=", "input", "[", "params", ".", "get", "(", ...	26.5625	0.002273
def help(handler): """ Returns a Markdown document that describes this handler and it's operations. """ data = {'operation': 'describe'} response = handler.invoke(data, raw=True) description = response.data lines = [] lines.append('# {}'.format(handler.lambda_fn)) lines.append('#...	[ "def", "help", "(", "handler", ")", ":", "data", "=", "{", "'operation'", ":", "'describe'", "}", "response", "=", "handler", ".", "invoke", "(", "data", ",", "raw", "=", "True", ")", "description", "=", "response", ".", "data", "lines", "=", "[", "]...	33.170732	0.000714
def update(self, obj, set_fields = None, unset_fields = None, update_obj = True): """ We return the result of the save method (updates are not yet implemented here). """ if set_fields: if isinstance(set_fields,(list,tuple)): set_attributes = {} ...	[ "def", "update", "(", "self", ",", "obj", ",", "set_fields", "=", "None", ",", "unset_fields", "=", "None", ",", "update_obj", "=", "True", ")", ":", "if", "set_fields", ":", "if", "isinstance", "(", "set_fields", ",", "(", "list", ",", "tuple", ")", ...	33.933333	0.021968
def reset(self): """ Clear the active cells. """ self.activePhases = np.empty((0,2), dtype="float") self.phaseDisplacement = np.empty((0,2), dtype="float") self.cellsForActivePhases = np.empty(0, dtype="int") self.activeCells = np.empty(0, dtype="int") self.sensoryAssociatedCells = np.em...	[ "def", "reset", "(", "self", ")", ":", "self", ".", "activePhases", "=", "np", ".", "empty", "(", "(", "0", ",", "2", ")", ",", "dtype", "=", "\"float\"", ")", "self", ".", "phaseDisplacement", "=", "np", ".", "empty", "(", "(", "0", ",", "2", ...	36.777778	0.00885
def _apply_axes_mapping(self, target, inverse=False): """ Apply the transposition to the target iterable. Parameters ---------- target - iterable The iterable to transpose. This would be suitable for things such as a shape as well as a list of ``__getitem...	[ "def", "_apply_axes_mapping", "(", "self", ",", "target", ",", "inverse", "=", "False", ")", ":", "if", "len", "(", "target", ")", "!=", "self", ".", "ndim", ":", "raise", "ValueError", "(", "'The target iterable is of length {}, but '", "'should be of length {}.'...	35.181818	0.001676
def arc_data(self): """Return the map from filenames to lists of line number pairs.""" return dict( [(f, sorted(amap.keys())) for f, amap in iitems(self.arcs)] )	[ "def", "arc_data", "(", "self", ")", ":", "return", "dict", "(", "[", "(", "f", ",", "sorted", "(", "amap", ".", "keys", "(", ")", ")", ")", "for", "f", ",", "amap", "in", "iitems", "(", "self", ".", "arcs", ")", "]", ")" ]	39.4	0.00995
def create(context, name, password, team_id, active, email, fullname): """create(context, name, password, team_id, active, email, fullname) Create a user. >>> dcictl user-create [OPTIONS] :param string name: Name of the user [required] :param string password: Password for the user [required] ...	[ "def", "create", "(", "context", ",", "name", ",", "password", ",", "team_id", ",", "active", ",", "email", ",", "fullname", ")", ":", "team_id", "=", "team_id", "or", "identity", ".", "my_team_id", "(", "context", ")", "fullname", "=", "fullname", "or",...	44.55	0.001099

def estimateAbsoluteMagnitude(spectralType): """Uses the spectral type to lookup an approximate absolute magnitude for the star. """ from .astroclasses import SpectralType specType = SpectralType(spectralType) if specType.classLetter == '': return np.nan elif specType.classNumber ...

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33.03125

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def holtWintersConfidenceArea(requestContext, seriesList, delta=3): """ Performs a Holt-Winters forecast using the series as input data and plots the area between the upper and lower bands of the predicted forecast deviations. """ bands = holtWintersConfidenceBands(requestContext, seriesList, de...

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def _generate_contents(self, tar): """ Adds configuration files to tarfile instance. :param tar: tarfile instance :returns: None """ text = self.render(files=False) # create a list with all the packages (and remove empty entries) vpn_instances = vpn_patte...

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def exists(self, **kwargs): r"""Check for the existence of the ASM object on the BIG-IP Sends an HTTP GET to the URI of the ASM object and if it fails with a :exc:~requests.HTTPError` exception it checks the exception for status code of 404 and returns :obj:`False` in that case. ...

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38.395349

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def colorize(target, color, use_escape=True): ''' Colorize target string. Set use_escape to false when text will not be interpreted by readline, such as in intro message.''' def escape(code): ''' Escape character ''' return '\001%s\002' % code if color == 'purple': color_c...

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def fire(data, tag, timeout=None): ''' Fire an event on the local minion event bus. Data must be formed as a dict. CLI Example: .. code-block:: bash salt '*' event.fire '{"data":"my event data"}' 'tag' ''' if timeout is None: timeout = 60000 else: timeout = timeout...

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def init_argparser_build_dir( self, argparser, help=( 'the build directory, where all sources will be copied to ' 'as part of the build process; if left unspecified, the ' 'default behavior is to create a new temporary directory ' 'that will be...

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def human(value): "If val>=1000 return val/1024+KiB, etc." if value >= 1073741824000: return '{:.1f} T'.format(value / 1099511627776.0) if value >= 1048576000: return '{:.1f} G'.format(value / 1073741824.0) if value >= 1024000: return '{:.1f} M'.format(value / 1048576.0) if v...

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def delete(self): """ Delete this Dagobah instance from the Backend. """ logger.debug('Deleting Dagobah instance with ID {0}'.format(self.dagobah_id)) self.jobs = [] self.created_jobs = 0 self.backend.delete_dagobah(self.dagobah_id)

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44.5

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def investment_term(self, investment_term): """ This investment term is in months. This might change to a relative delta.""" try: if isinstance(investment_term, (str, int)): self._investment_term = int(investment_term) except Exception: raise ValueError('...

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def trace_filter (patterns): """Add given patterns to trace filter set or clear set if patterns is None.""" if patterns is None: _trace_filter.clear() else: _trace_filter.update(re.compile(pat) for pat in patterns)

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34.285714

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def load_text(self, text, verbose): """ :param text: :param rdf_format_opts: :param verbose: :return: """ if verbose: printDebug("----------") if verbose: printDebug("Reading: '%s ...'" % text[:10]) success = False for f in self.rd...

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35.08

0.011099

def validate(self): """ Verify that the contents of the PublicKey object are valid. Raises: TypeError: if the types of any PublicKey attributes are invalid. """ if not isinstance(self.value, bytes): raise TypeError("key value must be bytes") elif ...

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45.5

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def shouts(self, group, format, *args): """ Send formatted string to a named group """ return lib.zyre_shouts(self._as_parameter_, group, format, *args)

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36

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def get_period_uncertainty(self, fx, fy, jmax, fx_width=100): """ Get uncertainty of a period. The uncertainty is defined as the half width of the frequencies around the peak, that becomes lower than average + standard deviation of the power spectrum. Since we may not h...

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def put_item(self, table_name, item, condition_expression=None, expression_attribute_names=None, expression_attribute_values=None, return_consumed_capacity=None, return_item_collection_metrics=None, return_values=None)...

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def _find_only_column_of_type(sframe, target_type, type_name, col_name): """ Finds the only column in `SFrame` with a type specified by `target_type`. If there are zero or more than one such columns, an exception will be raised. The name and type of the target column should be provided as strings fo...

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54.111111

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def run(self): """Starts the blotter Connects to the TWS/GW, processes and logs market data, and broadcast it over TCP via ZeroMQ (which algo subscribe to) """ self._check_unique_blotter() # connect to mysql self.mysql_connect() self.context = zmq.Cont...

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42.15942

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def plot(self, agebins=50, p=(2.5, 97.5), ax=None): """Age-depth plot""" if ax is None: ax = plt.gca() ax.hist2d(np.repeat(self.depth, self.age_ensemble.shape[1]), self.age_ensemble.flatten(), (len(self.depth), agebins), cmin=1) ax.step(self.depth, self.age...

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50.230769

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def calc_geo_dist_matrix_vincenty(nodes_pos): """ Calculates the geodesic distance between all nodes in `nodes_pos` incorporating the detour factor in config_calc.cfg. For every two points/coord it uses geopy's vincenty function (formula devised by Thaddeus Vincenty, with an accurate ellipsoidal m...

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def get_pkg_info( package_name, additional=("pip", "flit", "pbr", "setuptools", "wheel") ): """Return build and package dependencies as a dict.""" dist_index = build_dist_index(pkg_resources.working_set) root = dist_index[package_name] tree = construct_tree(dist_index) dependencies = {pkg.name: ...

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40.157895

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def add(self, name, parents=None): """ add a node to the graph. Raises an exception if the node cannot be added (i.e., if a node that name already exists, or if it would create a cycle. NOTE: A node can be added before its parents are added. name: The name of the node ...

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30.603448

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def _get_rhos(X, indices, Ks, max_K, save_all_Ks, min_dist): "Gets within-bag distances for each bag." logger.info("Getting within-bag distances...") if max_K >= X.n_pts.min(): msg = "asked for K = {}, but there's a bag with only {} points" raise ValueError(msg.format(max_K, X.n_pts.min()))...

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40.368421

0.001274

def seriesflow(self, dae): """ Compute the flow through the line after solving PF. Compute terminal injections, line losses """ # Vm = dae.y[self.v] # Va = dae.y[self.a] # V1 = polar(Vm[self.a1], Va[self.a1]) # V2 = polar(Vm[self.a2], Va[self.a2]) ...

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31.52381

0.001465

def separate_globs(globs): """Separate include and exclude globs.""" exclude = [] include = [] for path in globs: if path.startswith("!"): exclude.append(path[1:]) else: include.append(path) return (exclude, include)

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def _currentResponse(self, debugInfo): """ Pull the current response off the queue. """ bd = b''.join(self._bufferedData) self._bufferedData = [] return AssuanResponse(bd, debugInfo)

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32

0.008696

def comments(self, ticket, include_inline_images=False): """ Retrieve the comments for a ticket. :param ticket: Ticket object or id :param include_inline_images: Boolean. If `True`, inline image attachments will be returned in each comments' `attachments` field alongside non...

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def remove(self, item): """Remove an item from the list. """ self.items.pop(item) self._remove_dep(item) self.order = None self.changed(code_changed=True)

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0.009901

def reverse_pivot_to_fact(self, staging_table, piv_column, piv_list, from_column, meas_names, meas_values, new_line): """ For each column in the piv_list, append ALL from_column's using the group_list e.g. Input Table YEAR Person Q1 Q2 2010 Fre...

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def update_sql(table, filter, updates): ''' >>> update_sql('tbl', {'foo': 'a', 'bar': 1}, {'bar': 2, 'baz': 'b'}) ('UPDATE tbl SET bar=$1, baz=$2 WHERE bar=$3 AND foo=$4', [2, 'b', 1, 'a']) ''' where_keys, where_vals = _split_dict(filter) up_keys, up_vals = _split_dict(updates) changes = _pa...

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def xpointerEval(self, str): """Evaluate the XPath Location Path in the given context. """ ret = libxml2mod.xmlXPtrEval(str, self._o) if ret is None:raise treeError('xmlXPtrEval() failed') return xpathObjectRet(ret)

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def authenticate(self, connection_certificate=None, connection_info=None, request_credentials=None): """ Query the configured SLUGS service with the provided credentials. Args: connection_certificate (cryptography.x509.C...

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def _autodiscover(self): """Discovers panels to register from the current dashboard module.""" if getattr(self, "_autodiscover_complete", False): return panels_to_discover = [] panel_groups = [] # If we have a flat iterable of panel names, wrap it again so # ...

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def _get_property_columns(tabletype, columns): """Returns list of GPS columns required to read gpsproperties for a table Examples -------- >>> _get_property_columns(lsctables.SnglBurstTable, ['peak']) ['peak_time', 'peak_time_ns'] """ from ligo.lw.lsctables import gpsproperty as GpsProperty...

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def AsDict(self, dt=True): """ A dict representation of this User instance. The return value uses the same key names as the JSON representation. Args: dt (bool): If True, return dates as python datetime objects. If False, return dates as ISO strings. Re...

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def arcs_missing(self): """Returns a sorted list of the arcs in the code not executed.""" possible = self.arc_possibilities() executed = self.arcs_executed() missing = [ p for p in possible if p not in executed and p[0] not in self.no_branc...

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def center_at(self, x, y): """Center the menu at x, y""" self.x = x - (self.width / 2) self.y = y - (self.height / 2)

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def _html_to_img_tuples(html:str, format:str='jpg', n_images:int=10) -> list: "Parse the google images html to img tuples containining `(fname, url)`" bs = BeautifulSoup(html, 'html.parser') img_tags = bs.find_all('div', {'class': 'rg_meta'}) metadata_dicts = (json.loads(e.text) for e in img_tags) ...

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def rtruncated_normal(mu, tau, a=-np.inf, b=np.inf, size=None): """ Random truncated normal variates. """ sigma = 1. / np.sqrt(tau) na = utils.normcdf((a - mu) / sigma) nb = utils.normcdf((b - mu) / sigma) # Use the inverse CDF generation method. U = np.random.mtrand.uniform(size=size)...

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def upload_files(self, dataset_key, files, files_metadata={}, **kwargs): """Upload dataset files :param dataset_key: Dataset identifier, in the form of owner/id :type dataset_key: str :param files: The list of names/paths for files stored in the local filesystem :type fi...

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def excess_sharpe(returns, factor_returns, out=None): """ Determines the Excess Sharpe of a strategy. Parameters ---------- returns : pd.Series or np.ndarray Daily returns of the strategy, noncumulative. - See full explanation in :func:`~empyrical.stats.cum_returns`. factor_retu...

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def _handle_tag_definefontalignzones(self): """Handle the DefineFontAlignZones tag.""" obj = _make_object("DefineFontAlignZones") obj.FontId = unpack_ui16(self._src) bc = BitConsumer(self._src) obj.CSMTableHint = bc.u_get(2) obj.Reserved = bc.u_get(6) obj.ZoneTab...

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def addIndexOnAttribute(self, attributeName): ''' addIndexOnAttribute - Add an index for an arbitrary attribute. This will be used by the getElementsByAttr function. You should do this prior to parsing, or call reindex. Otherwise it will be blank. "name" and "id" will have no effect....

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def _validate_indexers(self, key): """ Make sanity checks """ for dim, k in zip(self.dims, key): if isinstance(k, BASIC_INDEXING_TYPES): pass else: if not isinstance(k, Variable): k = np.asarray(k) if k.ndim ...

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def _create_storer(self, group, format=None, value=None, append=False, **kwargs): """ return a suitable class to operate """ def error(t): raise TypeError( "cannot properly create the storer for: [{t}] [group->" "{group},value->{value},...

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def calc_timestep_statistic(self, statistic, time): """ Calculate statistics from the primary attribute of the StObject. Args: statistic: statistic being calculated time: Timestep being investigated Returns: Value of the statistic """ ...

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def writePlist(dataObject, filepath): ''' Write 'rootObject' as a plist to filepath. ''' plistData, error = ( NSPropertyListSerialization. dataFromPropertyList_format_errorDescription_( dataObject, NSPropertyListXMLFormat_v1_0, None)) if plistData is None: if erro...

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def setMetadata(self, remote, address, key, value): """Set metadata of device""" try: return self.proxies["%s-%s" % (self._interface_id, remote)].setMetadata(address, key, value) except Exception as err: LOG.debug("ServerThread.setMetadata: Exception: %s" % str(err))

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def certify_enum_value(value, kind=None, required=True): """ Certifier for enum values. :param value: The value to be certified. :param kind: The enum type that value should be an instance of. :param bool required: Whether the value can be `None`. Defaults to True. :rais...

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def resize_image_with_crop_or_pad(image, target_height, target_width, dynamic_shape=False): """Crops and/or pads an image to a target width and height. Resizes an image to a target width and height by either centrally cropping the image or padding it evenly with zeros. If `wi...

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def visitExponentExpression(self, ctx): """ expression: expression EXPONENT expression """ arg1 = conversions.to_decimal(self.visit(ctx.expression(0)), self._eval_context) arg2 = conversions.to_decimal(self.visit(ctx.expression(1)), self._eval_context) return conversions....

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def _bisearch(ucs, table): """ Auxiliary function for binary search in interval table. :arg int ucs: Ordinal value of unicode character. :arg list table: List of starting and ending ranges of ordinal values, in form of ``[(start, end), ...]``. :rtype: int :returns: 1 if ordinal value uc...

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async def delete_record(type_: str, id: str): """ Delete a record from the storage wallet. :param type_: :param id: Example: await Wallet.add_record({ 'id': 'RecordId', 'tags': json.dumps({ 'tag1': 'unencrypted value1', ...

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def _cache_provider_details(conn=None): ''' Provide a place to hang onto results of --list-[locations|sizes|images] so we don't have to go out to the API and get them every time. ''' DETAILS['avail_locations'] = {} DETAILS['avail_sizes'] = {} DETAILS['avail_images'] = {} locations = avai...

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def _compose_mro(cls, types): # noqa """Calculates the method resolution order for a given class *cls*. Includes relevant abstract base classes (with their respective bases) from the *types* iterable. Uses a modified C3 linearization algorithm. """ bases = set(cls.__mro__) # Remove entries w...

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def syllabify(self, words: str) -> List[str]: """ Parse a Latin word into a list of syllable strings. :param words: a string containing one latin word or many words separated by spaces. :return: list of string, each representing a syllable. >>> syllabifier = Syllabifier() ...

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def get_repository_filter_raw(self, term=False): """ Returns the filter to be used in queries in a repository items """ perceval_backend_name = self.get_connector_name() filter_ = get_repository_filter(self.perceval_backend, perceval_backend_name, term) return filter_

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def name(self): """Returns the human-readable name of the place.""" if self._name == '' and self.details != None and 'name' in self.details: self._name = self.details['name'] return self._name

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def vm_profiles_config(path, providers, env_var='SALT_CLOUDVM_CONFIG', defaults=None): ''' Read in the salt cloud VM config file ''' if defaults is None: defaults = VM_CONFIG_DEFAULTS overrides = salt.config.load_config( ...

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def parse_html_dict(dictionary, prefix=''): """ Used to support dictionary values in HTML forms. { 'profile.username': 'example', 'profile.email': 'example@example.com', } --> { 'profile': { 'username': 'example', 'email': 'example@example.com...

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def paintEvent(self, event): """Qt Override. Include a validation icon to the left of the line edit. """ super(IconLineEdit, self).paintEvent(event) painter = QPainter(self) rect = self.geometry() space = int((rect.height())/6) h = rect.height() - space ...

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def accept(self): """Method invoked when OK button is clicked.""" self.save_state() self.dock.show_busy() # The order of the components are matter. components = self.prepare_components() error_code, message = self.impact_function.generate_report( components,...

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def GetDeviceIntProperty(dev_ref, key): """Reads int property from the HID device.""" cf_key = CFStr(key) type_ref = iokit.IOHIDDeviceGetProperty(dev_ref, cf_key) cf.CFRelease(cf_key) if not type_ref: return None if cf.CFGetTypeID(type_ref) != cf.CFNumberGetTypeID(): raise errors.OsHidError('Expect...

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def are_debian_packages_installed(packages: List[str]) -> Dict[str, bool]: """ Check which of a list of Debian packages are installed, via ``dpkg-query``. Args: packages: list of Debian package names Returns: dict: mapping from package name to boolean ("present?") """ assert l...

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def _do_batched_op_msg( namespace, operation, command, docs, check_keys, opts, ctx): """Create the next batched insert, update, or delete operation using OP_MSG. """ command['$db'] = namespace.split('.', 1)[0] if 'writeConcern' in command: ack = bool(command['writeConcern'].get('w', ...

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def send_command_w_enter(self, *args, **kwargs): """ For 'show run-config' Cisco WLC adds a 'Press Enter to continue...' message Even though pagination is disabled show run-config also has excessive delays in the output which requires special handling. Arguments are the s...

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def create_labels(da, labels, locations, direction): """ Return an OffsetBox with label texts """ # The box dimensions are determined by the size of # the text objects. We put two dummy children at # either end to gaurantee that when center packed # the labels in the labels_box matchup with ...

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def save(cls, network=None, phases=[], filename='', delim=' | '): r""" Save all the pore and throat property data on the Network (and optionally on any Phases objects) to CSV files. Parameters ---------- network : OpenPNM Network The Network containing the da...

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def generate_params(n_items, interval=5.0, ordered=False): r"""Generate random model parameters. This function samples a parameter independently and uniformly for each item. ``interval`` defines the width of the uniform distribution. Parameters ---------- n_items : int Number of distin...

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def get_variable_scope_name(value): """Returns the name of the variable scope indicated by the given value. Args: value: String, variable scope, or object with `variable_scope` attribute (e.g., Sonnet module). Returns: The name (a string) of the corresponding variable scope. Raises: ValueErro...

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def set_duration(self, duration): """ Android for whatever stupid reason doesn't let you set the time it only allows 1-long or 0-short. So we have to repeatedly call show until the duration expires, hence this method does nothing see `set_show`. """ if duration ...

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def add_put(self, path: str, handler: _WebHandler, **kwargs: Any) -> AbstractRoute: """ Shortcut for add_route with method PUT """ return self.add_route(hdrs.METH_PUT, path, handler, **kwargs)

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def fixup_version(destination, version): """Newer releases of the SDK do not have the version number set correctly in the VERSION file. Fix it up.""" version_path = os.path.join( destination, 'google_appengine', 'VERSION') with open(version_path, 'r') as f: version_data = f.read() ...

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def rn_boundary(af, b_hi): """ R(n) ratio boundary for selecting between [b_hi-1, b_hi] alpha = b + 2 """ return np.sqrt( rn_theory(af, b)*rn_theory(af, b-1) )

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def get_representation(self, prefix="", suffix="\n"): """return the string representation of the current object.""" res = prefix + "Section " + self.get_section_name().upper() + suffix return res

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def _evalAndDer(self,x): ''' Returns the level and first derivative of the function at each value in x. Only called internally by HARKinterpolator1D.eval_and_der. ''' m = len(x) fx = np.zeros((m,self.funcCount)) for j in range(self.funcCount): fx[:,j]...

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def com_google_fonts_check_varfont_generate_static(ttFont): """ Check a static ttf can be generated from a variable font. """ import tempfile from fontTools.varLib import mutator try: loc = {k.axisTag: float((k.maxValue + k.minValue) / 2) for k in ttFont['fvar'].axes} with tempfile.Temporary...

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def weighted_choice(choices): """Returns a value from choices chosen by weighted random selection choices should be a list of (value, weight) tuples. eg. weighted_choice([('val1', 5), ('val2', 0.3), ('val3', 1)]) """ values, weights = zip(*choices) total = 0 cum_weights = [] for w in ...

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def deserialize(self): """ Based on a text based representation of an RSA key this method instantiates a cryptography.hazmat.primitives.asymmetric.rsa.RSAPrivateKey or RSAPublicKey instance """ # first look for the public parts of a RSA key if self.n and...

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def copy_abiext(self, inext, outext): """Copy the Abinit file with extension inext to a new file withw extension outext""" infile = self.has_abiext(inext) if not infile: raise RuntimeError('no file with extension %s in %s' % (inext, self)) for i in range(len(infile) - 1, -1,...

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def export(self, passphrase=None, iter=2048, maciter=1): """ Dump a PKCS12 object as a string. For more information, see the :c:func:`PKCS12_create` man page. :param passphrase: The passphrase used to encrypt the structure. Unlike some other passphrase arguments, this *must...

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31.694915

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def create_parser(): """Creat a commandline parser for epubcheck :return Argumentparser: """ parser = ArgumentParser( prog='epubcheck', description="EpubCheck v%s - Validate your ebooks" % __version__ ) # Arguments parser.add_argument( 'path', nargs='?', ...

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async def request(self, value: Any) -> Any: """\ Sends a command to and receives the reply from the task. """ await self.send(value) return await self.recv()

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def cache(self): """Caches the result of loader(filename) to cachename.""" msg = 'Saving updates from more recent "%s" to "%s"' log.info(msg, self.filename, self.cachename) with open(self.cachename, 'wb') as output: cPickle.dump(self._dict, output, -1)

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def get_source(self, id, **kwargs): # noqa: E501 """Get a specific source for a customer # noqa: E501 # noqa: E501 This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async_req=True >>> thread = api.get_source(id, async_...

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async def findArtifactFromTask(self, *args, **kwargs): """ Get Artifact From Indexed Task Find a task by index path and redirect to the artifact on the most recent run with the given `name`. Note that multiple calls to this endpoint may return artifacts from differen tasks ...

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def update_scalars(self, scalars, mesh=None, render=True): """ Updates scalars of the an object in the plotter. Parameters ---------- scalars : np.ndarray Scalars to replace existing scalars. mesh : vtk.PolyData or vtk.UnstructuredGrid, optional ...

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30.932203

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def fromfile(self, path_to_file, mimetype=None): """ load blob content from file in StorageBlobModel instance. Parameters are: - path_to_file (required): path to a local file - mimetype (optional): set a mimetype. azurestoragewrap will guess it if not given """ if os....

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0.009608

def _add_play_button(self, image_url, image_path): """Try to add a play button to the screenshot.""" try: from PIL import Image from tempfile import NamedTemporaryFile import urllib try: urlretrieve = urllib.request.urlretrieve ...

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42.870968

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def bipart(func, seq): r"""Like a partitioning version of `filter`. Returns ``[itemsForWhichFuncReturnedFalse, itemsForWhichFuncReturnedTrue]``. Example: >>> bipart(bool, [1,None,2,3,0,[],[0]]) [[None, 0, []], [1, 2, 3, [0]]] """ if func is None: func = bool res = [[],[]] for i in...

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25.571429

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def buckets(bucket=None, account=None, matched=False, kdenied=False, errors=False, dbpath=None, size=None, denied=False, format=None, incomplete=False, oversize=False, region=(), not_region=(), inventory=None, output=None, config=None, sort=None, tagprefix=None, not_bucke...

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def get_item(self, url): """ Returned item should have specific interface. See module docstring. """ _hash = self.build_hash(url) query = {'_id': _hash} return self.dbase.cache.find_one(query)

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29.25

0.008299

def find_TPs_and_DUPs(self, percent=5., makefig=False): """ Function which finds TPs and uses the calc_DUP_parameter function. To calculate DUP parameter evolution dependent of the star or core mass. Parameters ---------- fig : integer Figure number ...

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def update_doc(input, **params): """ Updates document with value from another document :param input: :param params: :return: """ PARAM_SOURCE = 'source' SOURCE_COL = 'src.col' SOURCE_FIELD = 'src.field' PARAM_RESULT = 'result' res = input[params.get(PARAM_RESULT)] for sr...

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26.5625

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def help(handler): """ Returns a Markdown document that describes this handler and it's operations. """ data = {'operation': 'describe'} response = handler.invoke(data, raw=True) description = response.data lines = [] lines.append('# {}'.format(handler.lambda_fn)) lines.append('#...

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33.170732

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def update(self, obj, set_fields = None, unset_fields = None, update_obj = True): """ We return the result of the save method (updates are not yet implemented here). """ if set_fields: if isinstance(set_fields,(list,tuple)): set_attributes = {} ...

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33.933333

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def reset(self): """ Clear the active cells. """ self.activePhases = np.empty((0,2), dtype="float") self.phaseDisplacement = np.empty((0,2), dtype="float") self.cellsForActivePhases = np.empty(0, dtype="int") self.activeCells = np.empty(0, dtype="int") self.sensoryAssociatedCells = np.em...

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36.777778

0.00885

def _apply_axes_mapping(self, target, inverse=False): """ Apply the transposition to the target iterable. Parameters ---------- target - iterable The iterable to transpose. This would be suitable for things such as a shape as well as a list of ``__getitem...

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35.181818

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def arc_data(self): """Return the map from filenames to lists of line number pairs.""" return dict( [(f, sorted(amap.keys())) for f, amap in iitems(self.arcs)] )

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39.4

0.00995

def create(context, name, password, team_id, active, email, fullname): """create(context, name, password, team_id, active, email, fullname) Create a user. >>> dcictl user-create [OPTIONS] :param string name: Name of the user [required] :param string password: Password for the user [required] ...

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44.55

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