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 _CreateInput(structure) -> INPUT: """ Create Win32 struct `INPUT` for `SendInput`. Return `INPUT`. """ if isinstance(structure, MOUSEINPUT): return INPUT(InputType.Mouse, _INPUTUnion(mi=structure)) if isinstance(structure, KEYBDINPUT): return INPUT(InputType.Keyboard, _INPUTU...	[ "def", "_CreateInput", "(", "structure", ")", "->", "INPUT", ":", "if", "isinstance", "(", "structure", ",", "MOUSEINPUT", ")", ":", "return", "INPUT", "(", "InputType", ".", "Mouse", ",", "_INPUTUnion", "(", "mi", "=", "structure", ")", ")", "if", "isin...	41.25	0.001976
def _is_valid_integer(self, inpt, metadata): """Checks if input is a valid integer value""" if not isinstance(inpt, int): return False if metadata.get_minimum_integer() and inpt < metadata.get_maximum_integer(): return False if metadata.get_maximum_integer() and i...	[ "def", "_is_valid_integer", "(", "self", ",", "inpt", ",", "metadata", ")", ":", "if", "not", "isinstance", "(", "inpt", ",", "int", ")", ":", "return", "False", "if", "metadata", ".", "get_minimum_integer", "(", ")", "and", "inpt", "<", "metadata", ".",...	43	0.009488
def download_schema(uri, path, comment=None): """Download a schema from a specified URI and save it locally. :param uri: url where the schema should be downloaded :param path: local file path where the schema should be saved :param comment: optional comment; if specified, will be added to the d...	[ "def", "download_schema", "(", "uri", ",", "path", ",", "comment", "=", "None", ")", ":", "# if requests isn't available, warn and bail out", "if", "requests", "is", "None", ":", "sys", ".", "stderr", ".", "write", "(", "req_requests_msg", ")", "return", "# shor...	38.238095	0.001821
def getConfig(filepath=None): # pragma: no cover """ Get the Green config file settings. All available config files are read. If settings are in multiple configs, the last value encountered wins. Values specified on the command-line take precedence over all config file settings. Returns: A ...	[ "def", "getConfig", "(", "filepath", "=", "None", ")", ":", "# pragma: no cover", "parser", "=", "configparser", ".", "ConfigParser", "(", ")", "filepaths", "=", "[", "]", "# Lowest priority goes first in the list", "home", "=", "os", ".", "getenv", "(", "\"HOME...	32.803922	0.00058
def to_utf8(datas): """ Force utf8 string entries in the given datas """ res = datas if isinstance(datas, dict): res = {} for key, value in datas.items(): key = to_utf8(key) value = to_utf8(value) res[key] = value elif isinstance(datas, (list,...	[ "def", "to_utf8", "(", "datas", ")", ":", "res", "=", "datas", "if", "isinstance", "(", "datas", ",", "dict", ")", ":", "res", "=", "{", "}", "for", "key", ",", "value", "in", "datas", ".", "items", "(", ")", ":", "key", "=", "to_utf8", "(", "k...	22.904762	0.001996
def posts(self): """Get posts, reloading the site if needed.""" rev = int(self.db.get('site:rev')) if rev != self.revision: self.reload_site() return self._posts	[ "def", "posts", "(", "self", ")", ":", "rev", "=", "int", "(", "self", ".", "db", ".", "get", "(", "'site:rev'", ")", ")", "if", "rev", "!=", "self", ".", "revision", ":", "self", ".", "reload_site", "(", ")", "return", "self", ".", "_posts" ]	28.571429	0.009709
def drawPoint(self, x, y, silent=True): """ Draws a point on the current :py:class:`Layer` with the current :py:class:`Brush`. Coordinates are relative to the original layer size WITHOUT downsampling applied. :param x1: Point X coordinate. :param y1: Point Y coordinate. :rtype: Nothing. """ start = tim...	[ "def", "drawPoint", "(", "self", ",", "x", ",", "y", ",", "silent", "=", "True", ")", ":", "start", "=", "time", ".", "time", "(", ")", "#Downsample the coordinates", "x", "=", "int", "(", "x", "/", "config", ".", "DOWNSAMPLING", ")", "y", "=", "in...	42	0.027716
def cluster_labels_A(hdf5_file, c, lock, I, rows_slice): """One of the task to be performed by a pool of subprocesses, as the first step in identifying the cluster labels and indices of the cluster centers for Affinity Propagation clustering. """ with Worker.hdf5_lock: with tables.o...	[ "def", "cluster_labels_A", "(", "hdf5_file", ",", "c", ",", "lock", ",", "I", ",", "rows_slice", ")", ":", "with", "Worker", ".", "hdf5_lock", ":", "with", "tables", ".", "open_file", "(", "hdf5_file", ",", "'r+'", ")", "as", "fileh", ":", "S", "=", ...	32.764706	0.015707
def create_assets_env(generator): """Define the assets environment and pass it to the generator.""" theme_static_dir = generator.settings['THEME_STATIC_DIR'] assets_destination = os.path.join(generator.output_path, theme_static_dir) generator.env.assets_environment = Environment( assets_destina...	[ "def", "create_assets_env", "(", "generator", ")", ":", "theme_static_dir", "=", "generator", ".", "settings", "[", "'THEME_STATIC_DIR'", "]", "assets_destination", "=", "os", ".", "path", ".", "join", "(", "generator", ".", "output_path", ",", "theme_static_dir",...	47.52	0.00165
def lambda_max(self): """Peak wavelength in Angstrom when the curve is expressed as power density.""" return ((const.b_wien.value / self.temperature) * u.m).to(u.AA).value	[ "def", "lambda_max", "(", "self", ")", ":", "return", "(", "(", "const", ".", "b_wien", ".", "value", "/", "self", ".", "temperature", ")", "*", "u", ".", "m", ")", ".", "to", "(", "u", ".", "AA", ")", ".", "value" ]	48	0.010256
def copy(self): """Create a shallow copy of self. This runs in O(len(self.num_unique_elements())) """ out = self._from_iterable(None) out._dict = self._dict.copy() out._size = self._size return out	[ "def", "copy", "(", "self", ")", ":", "out", "=", "self", ".", "_from_iterable", "(", "None", ")", "out", ".", "_dict", "=", "self", ".", "_dict", ".", "copy", "(", ")", "out", ".", "_size", "=", "self", ".", "_size", "return", "out" ]	22.666667	0.042453
def solidity_names(code): # pylint: disable=too-many-branches """ Return the library and contract names in order of appearence. """ names = [] in_string = None backslash = False comment = None # "parse" the code by hand to handle the corner cases: # - the contract or library can be inside...	[ "def", "solidity_names", "(", "code", ")", ":", "# pylint: disable=too-many-branches", "names", "=", "[", "]", "in_string", "=", "None", "backslash", "=", "False", "comment", "=", "None", "# \"parse\" the code by hand to handle the corner cases:", "# - the contract or libr...	33.33871	0.00235
def get_enroll(self): """Returns new enroll seed""" devices = [DeviceRegistration.wrap(device) for device in self.__get_u2f_devices()] enroll = start_register(self.__appid, devices) enroll['status'] = 'ok' session['_u2f_enroll_'] = enroll.json return enroll	[ "def", "get_enroll", "(", "self", ")", ":", "devices", "=", "[", "DeviceRegistration", ".", "wrap", "(", "device", ")", "for", "device", "in", "self", ".", "__get_u2f_devices", "(", ")", "]", "enroll", "=", "start_register", "(", "self", ".", "__appid", ...	33.333333	0.012987
def validate(message, config): """ Return true or false if the message is signed appropriately. """ if not _validate_implementations: init(config) cfg = copy.deepcopy(config) if 'gpg_home' not in cfg: cfg['gpg_home'] = os.path.expanduser('~/.gnupg/') if 'ssldir' not in cfg: ...	[ "def", "validate", "(", "message", ",", "", "", "config", ")", ":", "if", "not", "_validate_implementations", ":", "init", "(", "", "", "config", ")", "cfg", "=", "copy", ".", "deepcopy", "(", "config", ")", "if", "'gpg_home'", "not", "in", "cfg", ...	34.605263	0.00074
def _psicomputations(self, kern, Z, variational_posterior, return_psi2_n=False): """ Z - MxQ mu - NxQ S - NxQ """ variance, lengthscale = kern.variance, kern.lengthscale N,M,Q = self.get_dimensions(Z, variational_posterior) self._initGPUCache(N,M,Q) ...	[ "def", "_psicomputations", "(", "self", ",", "kern", ",", "Z", ",", "variational_posterior", ",", "return_psi2_n", "=", "False", ")", ":", "variance", ",", "lengthscale", "=", "kern", ".", "variance", ",", "kern", ".", "lengthscale", "N", ",", "M", ",", ...	58.567568	0.014526
def toTag(self, output): ''' This methods returns all data of this feed as feed xml tag :param output: XML Document to which the data should be added :type output: xml.dom.DOMImplementation.createDocument ''' feed = output.createElement('feed') feed.setAttribute('name', ...	[ "def", "toTag", "(", "self", ",", "output", ")", ":", "feed", "=", "output", ".", "createElement", "(", "'feed'", ")", "feed", ".", "setAttribute", "(", "'name'", ",", "self", ".", "name", ")", "feed", ".", "setAttribute", "(", "'priority'", ",", "str"...	36.354839	0.001729
def cov_from_trace(self, trace=slice(None)): """Define the jump distribution covariance matrix from the object's stored trace. :Parameters: - `trace` : slice or int A slice for the stochastic object's trace in the last chain, or a an integer indicating the how many o...	[ "def", "cov_from_trace", "(", "self", ",", "trace", "=", "slice", "(", "None", ")", ")", ":", "n", "=", "[", "]", "for", "s", "in", "self", ".", "stochastics", ":", "n", ".", "append", "(", "s", ".", "trace", ".", "length", "(", ")", ")", "n", ...	30.25	0.002288
def altimeter(alt: Number, unit: str = 'hPa') -> str: """ Formats the altimter element into a string with hPa and inHg values Ex: 30.11 inHg (10.20 hPa) """ if not (alt and unit in ('hPa', 'inHg')): return '' if unit == 'hPa': value = alt.repr converted = alt.value / 33....	[ "def", "altimeter", "(", "alt", ":", "Number", ",", "unit", ":", "str", "=", "'hPa'", ")", "->", "str", ":", "if", "not", "(", "alt", "and", "unit", "in", "(", "'hPa'", ",", "'inHg'", ")", ")", ":", "return", "''", "if", "unit", "==", "'hPa'", ...	36.705882	0.001563
def deserialize(self, data=None): """ Invoke the deserializer If the payload is a collection (more than 1 records) then a list will be returned of normalized dict's. If the payload is a single item then the normalized dict will be returned (not a list) :return: list or...	[ "def", "deserialize", "(", "self", ",", "data", "=", "None", ")", ":", "data", "=", "[", "]", "if", "self", ".", "req", ".", "content_type_params", ".", "get", "(", "'header'", ")", "!=", "'present'", ":", "abort", "(", "exceptions", ".", "InvalidReque...	30.894737	0.001652
def record(self, pipeline_name, from_study): """ Returns the provenance record for a given pipeline Parameters ---------- pipeline_name : str The name of the pipeline that generated the record from_study : str The name of the study that the pipeli...	[ "def", "record", "(", "self", ",", "pipeline_name", ",", "from_study", ")", ":", "try", ":", "return", "self", ".", "_records", "[", "(", "pipeline_name", ",", "from_study", ")", "]", "except", "KeyError", ":", "found", "=", "[", "]", "for", "sname", "...	38.84375	0.00157
def wash_and_repair_reference_line(line): """Wash a reference line of undesirable characters (such as poorly-encoded letters, etc), and repair any errors (such as broken URLs) if possible. @param line: (string) the reference line to be washed/repaired. @return: (string) the washed reference lin...	[ "def", "wash_and_repair_reference_line", "(", "line", ")", ":", "# repair URLs in line:", "line", "=", "repair_broken_urls", "(", "line", ")", "# Replace various undesirable characters with their alternatives:", "line", "=", "replace_undesirable_characters", "(", "line", ")", ...	45.333333	0.002401
def set_sides(self, key, data, field, local=False): """ Assign data on the 'key' tile to all the edges """ for side in ['left', 'right', 'top', 'bottom']: self.set(key, data, field, side, local)	[ "def", "set_sides", "(", "self", ",", "key", ",", "data", ",", "field", ",", "local", "=", "False", ")", ":", "for", "side", "in", "[", "'left'", ",", "'right'", ",", "'top'", ",", "'bottom'", "]", ":", "self", ".", "set", "(", "key", ",", "data"...	38.833333	0.008403
def _sections_to_variance_sections(self, sections_over_time): '''Computes the variance of corresponding sections over time. Returns: a list of np arrays. ''' variance_sections = [] for i in range(len(sections_over_time[0])): time_sections = [sections[i] for sections in sections_over_ti...	[ "def", "_sections_to_variance_sections", "(", "self", ",", "sections_over_time", ")", ":", "variance_sections", "=", "[", "]", "for", "i", "in", "range", "(", "len", "(", "sections_over_time", "[", "0", "]", ")", ")", ":", "time_sections", "=", "[", "section...	30.571429	0.00907
def config_parse(files=None, config=None, config_profile=".fissconfig", **kwargs): ''' Read initial configuration state, from named config files; store this state within a config dictionary (which may be nested) whose keys may also be referenced as attributes (safely, defaulting to None if unset). A ...	[ "def", "config_parse", "(", "files", "=", "None", ",", "config", "=", "None", ",", "config_profile", "=", "\".fissconfig\"", ",", "", "", "kwargs", ")", ":", "local_config", "=", "config", "config", "=", "__fcconfig", "cfgparser", "=", "configparser", ".",...	39.064516	0.002014
def start_listener_thread(self, timeout_ms=30000, exception_handler=None): """ Start a listener thread to listen for events in the background. Args: timeout (int): How long to poll the Home Server for before retrying. exception_handler (func(exception)): Optional ...	[ "def", "start_listener_thread", "(", "self", ",", "timeout_ms", "=", "30000", ",", "exception_handler", "=", "None", ")", ":", "try", ":", "thread", "=", "Thread", "(", "target", "=", "self", ".", "listen_forever", ",", "args", "=", "(", "timeout_ms", ",",...	41.7	0.002345
def send_response(self, response_dict): """ Encode a response according to the request. :param dict response_dict: the response to send :raises: :class:`tornado.web.HTTPError` if no acceptable content type exists This method will encode `response_dict` using the mo...	[ "def", "send_response", "(", "self", ",", "response_dict", ")", ":", "accept", "=", "headers", ".", "parse_http_accept_header", "(", "self", ".", "request", ".", "headers", ".", "get", "(", "'Accept'", ",", "'/'", ")", ")", "try", ":", "selected", ",", ...	44.956522	0.000947
def getDetectorClassConstructors(detectors): """ Takes in names of detectors. Collects class names that correspond to those detectors and returns them in a dict. The dict maps detector name to class names. Assumes the detectors have been imported. """ detectorConstructors = { d : globals()[detectorNameToC...	[ "def", "getDetectorClassConstructors", "(", "detectors", ")", ":", "detectorConstructors", "=", "{", "d", ":", "globals", "(", ")", "[", "detectorNameToClass", "(", "d", ")", "]", "for", "d", "in", "detectors", "}", "return", "detectorConstructors" ]	37	0.015831
def validate(cls, mapper_spec): """Inherit docs.""" params = _get_params(mapper_spec) if cls.ENTITY_KIND_PARAM not in params: raise BadReaderParamsError("Missing input reader parameter 'entity_kind'") if cls.BATCH_SIZE_PARAM in params: try: batch_size = int(params[cls.BATCH_SIZE_PARA...	[ "def", "validate", "(", "cls", ",", "mapper_spec", ")", ":", "params", "=", "_get_params", "(", "mapper_spec", ")", "if", "cls", ".", "ENTITY_KIND_PARAM", "not", "in", "params", ":", "raise", "BadReaderParamsError", "(", "\"Missing input reader parameter 'entity_kin...	45.782609	0.010228
def separate_directions(di_block): """ Separates set of directions into two modes based on principal direction Parameters _______________ di_block : block of nested dec,inc pairs Return mode_1_block,mode_2_block : two lists of nested dec,inc pairs """ ppars = doprinc(di_block) ...	[ "def", "separate_directions", "(", "di_block", ")", ":", "ppars", "=", "doprinc", "(", "di_block", ")", "di_df", "=", "pd", ".", "DataFrame", "(", "di_block", ")", "# turn into a data frame for easy filtering", "di_df", ".", "columns", "=", "[", "'dec'", ",", ...	35.043478	0.001208
def save_used_registers(self): """Pushes all used working registers before function call""" used = self.used_registers[:] del self.used_registers[:] self.used_registers_stack.append(used[:]) used.sort() for reg in used: self.newline_text("PUSH\t%s" % Sh...	[ "def", "save_used_registers", "(", "self", ")", ":", "used", "=", "self", ".", "used_registers", "[", ":", "]", "del", "self", ".", "used_registers", "[", ":", "]", "self", ".", "used_registers_stack", ".", "append", "(", "used", "[", ":", "]", ")", "u...	43.3	0.00905
def token(config, token): """Store and fetch a GitHub access token""" if not token: info_out( "To generate a personal API token, go to:\n\n\t" "https://github.com/settings/tokens\n\n" "To read more about it, go to:\n\n\t" "https://help.github.com/articles/...	[ "def", "token", "(", "config", ",", "token", ")", ":", "if", "not", "token", ":", "info_out", "(", "\"To generate a personal API token, go to:\\n\\n\\t\"", "\"https://github.com/settings/tokens\\n\\n\"", "\"To read more about it, go to:\\n\\n\\t\"", "\"https://help.github.com/artic...	39.633333	0.002463
def batch(collection, method, processes=None, batch_size=None, quiet=False, kwargs_to_dump=None, args=None, **kwargs): '''Processes a collection in parallel batches, each batch processes in series on a single process. Running batches in parallel can be more effficient that splitting a list across...	[ "def", "batch", "(", "collection", ",", "method", ",", "processes", "=", "None", ",", "batch_size", "=", "None", ",", "quiet", "=", "False", ",", "kwargs_to_dump", "=", "None", ",", "args", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "proce...	28.785714	0.002399
def form_valid_bridge(self, form, field, model, related_field, error_message): """ call from form_valid. @form: it is form of form_valid (type: form) @field: name of the form field referring to the brigde (type: string) @model: form's model (type class) @related_field: na...	[ "def", "form_valid_bridge", "(", "self", ",", "form", ",", "field", ",", "model", ",", "related_field", ",", "error_message", ")", ":", "# get instance of selected external object", "external", "=", "form", ".", "cleaned_data", "[", "field", "]", "related_object", ...	50.510638	0.002066
def get_context(self): " Get context to render the template. " return { 'content_type_name' : str(self.name), 'content_type_verbose_name' : self.verbose_name, 'content_type_verbose_name_plural' : self.verbose_name_plural, 'object' : self.ob...	[ "def", "get_context", "(", "self", ")", ":", "return", "{", "'content_type_name'", ":", "str", "(", "self", ".", "name", ")", ",", "'content_type_verbose_name'", ":", "self", ".", "verbose_name", ",", "'content_type_verbose_name_plural'", ":", "self", ".", "verb...	39.333333	0.019337
def p_continue_statement_1(self, p): """continue_statement : CONTINUE SEMI \| CONTINUE AUTOSEMI """ p[0] = self.asttypes.Continue() p[0].setpos(p)	[ "def", "p_continue_statement_1", "(", "self", ",", "p", ")", ":", "p", "[", "0", "]", "=", "self", ".", "asttypes", ".", "Continue", "(", ")", "p", "[", "0", "]", ".", "setpos", "(", "p", ")" ]	33.666667	0.009662
def folder_path_for_package(cls, package: ecore.EPackage): """Returns path to folder holding generated artifact for given element.""" parent = package.eContainer() if parent: return os.path.join(cls.folder_path_for_package(parent), package.name) return package.name	[ "def", "folder_path_for_package", "(", "cls", ",", "package", ":", "ecore", ".", "EPackage", ")", ":", "parent", "=", "package", ".", "eContainer", "(", ")", "if", "parent", ":", "return", "os", ".", "path", ".", "join", "(", "cls", ".", "folder_path_for...	50.666667	0.012945
def add_local_option(self, args, *kw): """ Adds a local option to the parser. This is initiated by a SetOption() call to add a user-defined command-line option. We add the option to a separate option group for the local options, creating the group if necessary. """ ...	[ "def", "add_local_option", "(", "self", ",", "", "args", ",", "", "*", "kw", ")", ":", "try", ":", "group", "=", "self", ".", "local_option_group", "except", "AttributeError", ":", "group", "=", "SConsOptionGroup", "(", "self", ",", "'Local Options'", ")...	41.9	0.001555
def get_docstring(target) -> str: """ Retrieves the documentation string from the target object and returns it after removing insignificant whitespace :param target: The object for which the doc string should be retrieved :return: The cleaned documentation string for the target. If ...	[ "def", "get_docstring", "(", "target", ")", "->", "str", ":", "raw", "=", "getattr", "(", "target", ",", "'__doc__'", ")", "if", "raw", "is", "None", ":", "return", "''", "return", "textwrap", ".", "dedent", "(", "raw", ")" ]	27.277778	0.001969
def _build_option_description(k): """ Builds a formatted description of a registered option and prints it """ o = _get_registered_option(k) d = _get_deprecated_option(k) s = '{k} '.format(k=k) if o.doc: s += '\n'.join(o.doc.strip().split('\n')) else: s += 'No description avail...	[ "def", "_build_option_description", "(", "k", ")", ":", "o", "=", "_get_registered_option", "(", "k", ")", "d", "=", "_get_deprecated_option", "(", "k", ")", "s", "=", "'{k} '", ".", "format", "(", "k", "=", "k", ")", "if", "o", ".", "doc", ":", "s",...	25.833333	0.001555
def _check_validity(self, i, j, height, width): """ check if a rectangle (i, j, height, width) can be put into self.output """ return all(self._check_cell_validity(ii, jj) for ii in range(i, i+height) for jj in range(j, j+width))	[ "def", "_check_validity", "(", "self", ",", "i", ",", "j", ",", "height", ",", "width", ")", ":", "return", "all", "(", "self", ".", "_check_cell_validity", "(", "ii", ",", "jj", ")", "for", "ii", "in", "range", "(", "i", ",", "i", "+", "height", ...	51.4	0.011494
def fetch_open_data(cls, flag, start, end, **kwargs): """Fetch Open Data timeline segments into a flag. flag : `str` the name of the flag to query start : `int`, `str` the GPS start time (or parseable date string) to query end : `int`, `str` the GPS...	[ "def", "fetch_open_data", "(", "cls", ",", "flag", ",", "start", ",", "end", ",", "", "", "kwargs", ")", ":", "start", "=", "to_gps", "(", "start", ")", ".", "gpsSeconds", "end", "=", "to_gps", "(", "end", ")", ".", "gpsSeconds", "known", "=", "[...	37.816327	0.001052
def bound_weights(weights, minimum=None, maximum=None): """ Bound a weight list so that all outcomes fit within specified bounds. The probability distribution within the ``minimum`` and ``maximum`` values remains the same. Weights in the list with outcomes outside of ``minimum`` and ``maximum`` are...	[ "def", "bound_weights", "(", "weights", ",", "minimum", "=", "None", ",", "maximum", "=", "None", ")", ":", "# Copy weights to avoid side-effects", "bounded_weights", "=", "weights", "[", ":", "]", "# Remove weights outside of minimum and maximum", "if", "minimum", "i...	40.870968	0.000385
def get_entry_id(entry, fullpath, assign_id): """ Get or generate an entry ID for an entry """ warn_duplicate = False if 'Entry-ID' in entry: entry_id = int(entry['Entry-ID']) else: entry_id = None # See if we've inadvertently duplicated an entry ID if entry_id: try: ...	[ "def", "get_entry_id", "(", "entry", ",", "fullpath", ",", "assign_id", ")", ":", "warn_duplicate", "=", "False", "if", "'Entry-ID'", "in", "entry", ":", "entry_id", "=", "int", "(", "entry", "[", "'Entry-ID'", "]", ")", "else", ":", "entry_id", "=", "No...	37.037037	0.001461
def segments_distance(segment1, segment2): """Calculate the distance between two line segments in the plane. >>> a = LineSegment(Point(1,0), Point(2,0)) >>> b = LineSegment(Point(0,1), Point(0,2)) >>> "%0.2f" % segments_distance(a, b) '1.41' >>> c = LineSegment(Point(0,0), Point(5,5)) >>> d...	[ "def", "segments_distance", "(", "segment1", ",", "segment2", ")", ":", "assert", "isinstance", "(", "segment1", ",", "LineSegment", ")", ",", "\"segment1 is not a LineSegment, but a %s\"", "%", "type", "(", "segment1", ")", "assert", "isinstance", "(", "segment2", ...	41.964286	0.000832
def main(arguments=None): """Command-line entry point. :param arguments: List of strings that contain the command-line arguments. When ``None``, the command-line arguments are looked up in ``sys.argv`` (``sys.argv[0]`` is ignored). :return: This function has no return value. :raise System...	[ "def", "main", "(", "arguments", "=", "None", ")", ":", "# Parse command-line arguments.", "if", "arguments", "is", "None", ":", "arguments", "=", "sys", ".", "argv", "[", "1", ":", "]", "arguments", "=", "cli", ".", "parse_args", "(", "arguments", ")", ...	31.658537	0.000747
def cancel(self, order_id): """Cancel an ordered SSL certificate.""" response = self.request(E.cancelSslCertRequest( E.id(order_id) )) return int(response.data.id)	[ "def", "cancel", "(", "self", ",", "order_id", ")", ":", "response", "=", "self", ".", "request", "(", "E", ".", "cancelSslCertRequest", "(", "E", ".", "id", "(", "order_id", ")", ")", ")", "return", "int", "(", "response", ".", "data", ".", "id", ...	25.25	0.009569
def list_files(tag=None, sat_id=None, data_path=None, format_str=None): """Return a Pandas Series of every file for chosen satellite data Parameters ----------- tag : (string or NoneType) Denotes type of file to load. Accepted types are '' and 'ascii'. If '' is specified, the primary d...	[ "def", "list_files", "(", "tag", "=", "None", ",", "sat_id", "=", "None", ",", "data_path", "=", "None", ",", "format_str", "=", "None", ")", ":", "import", "sys", "#if tag == 'ionprf':", "# # from_os constructor currently doesn't work because of the variable ", "#...	41.272727	0.009681
def _format_table(fmt, headers, rows, colwidths, colaligns, is_multiline): """Produce a plain-text representation of the table.""" lines = [] hidden = fmt.with_header_hide if (headers and fmt.with_header_hide) else [] pad = fmt.padding headerrow = fmt.headerrow padded_widths = [(w + 2 * pad) fo...	[ "def", "_format_table", "(", "fmt", ",", "headers", ",", "rows", ",", "colwidths", ",", "colaligns", ",", "is_multiline", ")", ":", "lines", "=", "[", "]", "hidden", "=", "fmt", ".", "with_header_hide", "if", "(", "headers", "and", "fmt", ".", "with_head...	41.658537	0.001716
def initializing(self): """Subscribe to a channel. Received messages must be acknowledged.""" self.subid = self._transport.subscribe( "transient.transaction", self.receive_message, acknowledgement=True )	[ "def", "initializing", "(", "self", ")", ":", "self", ".", "subid", "=", "self", ".", "_transport", ".", "subscribe", "(", "\"transient.transaction\"", ",", "self", ".", "receive_message", ",", "acknowledgement", "=", "True", ")" ]	47	0.008368
def init_db(self): '''initialize the database, with the default database path or custom of the format sqlite:////scif/data/expfactory.db ''' # Database Setup, use default if uri not provided if self.database == 'sqlite': db_path = os.path.join(EXPFACTORY_DATA, '%s.db' % EXPFACTORY_SUBID...	[ "def", "init_db", "(", "self", ")", ":", "# Database Setup, use default if uri not provided", "if", "self", ".", "database", "==", "'sqlite'", ":", "db_path", "=", "os", ".", "path", ".", "join", "(", "EXPFACTORY_DATA", ",", "'%s.db'", "%", "EXPFACTORY_SUBID", "...	40.84	0.001914
def from_array(cls, array): """Return a \|Date\| instance based on date information (year, month, day, hour, minute, second) stored as the first entries of the successive rows of a \|numpy.ndarray\|. >>> from hydpy import Date >>> import numpy >>> array1d = numpy.array([1992...	[ "def", "from_array", "(", "cls", ",", "array", ")", ":", "intarray", "=", "numpy", ".", "array", "(", "array", ",", "dtype", "=", "int", ")", "for", "dummy", "in", "range", "(", "1", ",", "array", ".", "ndim", ")", ":", "intarray", "=", "intarray",...	36.769231	0.002039
def add_missing_row( df: pd.DataFrame, id_cols: List[str], reference_col: str, complete_index: Union[Dict[str, str], List[str]] = None, method: str = None, cols_to_keep: List[str] = None ) -> pd.DataFrame: """ Add missing row to a df base on a reference column --- ### Parameter...	[ "def", "add_missing_row", "(", "df", ":", "pd", ".", "DataFrame", ",", "id_cols", ":", "List", "[", "str", "]", ",", "reference_col", ":", "str", ",", "complete_index", ":", "Union", "[", "Dict", "[", "str", ",", "str", "]", ",", "List", "[", "str", ...	33.054054	0.001852
def upload_to_picture(instance, filename): """ Uploads a picture for a user to the ``ACCOUNTS_PICTURE_PATH`` and saving it under unique hash for the image. This is for privacy reasons so others can't just browse through the picture directory. """ extension = filename.split('.')[-1].lower() ...	[ "def", "upload_to_picture", "(", "instance", ",", "filename", ")", ":", "extension", "=", "filename", ".", "split", "(", "'.'", ")", "[", "-", "1", "]", ".", "lower", "(", ")", "salt", ",", "hash", "=", "generate_sha1", "(", "instance", ".", "id", ")...	44.1875	0.009695
def compose_atom_list(*args): """ Return an `atom list` from elements and/or atom ids and coordinates. An `atom list` is a special object that some pywindowfunctions uses. It is a nested list of lists with each individual list containing: 1. [[element, coordinates (x, y, z)], ...] 2. ...	[ "def", "compose_atom_list", "(", "*", "args", ")", ":", "if", "len", "(", "args", ")", "==", "2", ":", "atom_list", "=", "[", "[", "i", "[", "0", "]", ",", "round", "(", "float", "(", "i", "[", "1", "]", ")", ",", "8", ")", ",", "round", "(...	29.25	0.000517
def validate_argmin_with_skipna(skipna, args, kwargs): """ If 'Series.argmin' is called via the 'numpy' library, the third parameter in its signature is 'out', which takes either an ndarray or 'None', so check if the 'skipna' parameter is either an instance of ndarray or is None, since 'skipna' ...	[ "def", "validate_argmin_with_skipna", "(", "skipna", ",", "args", ",", "kwargs", ")", ":", "skipna", ",", "args", "=", "process_skipna", "(", "skipna", ",", "args", ")", "validate_argmin", "(", "args", ",", "kwargs", ")", "return", "skipna" ]	37	0.002198
def DKL(arrays): """ Compute the Kullback-Leibler divergence from one distribution Q to another P, where Q and P are represented by a set of samples. Parameters ---------- arrays: tuple(1D numpy.array,1D numpy.array) samples defining distributions P & Q respectively Returns ---...	[ "def", "DKL", "(", "arrays", ")", ":", "samples", ",", "prior_samples", "=", "arrays", "samples", "=", "samples", "[", "~", "numpy", ".", "isnan", "(", "samples", ")", "]", "prior_samples", "=", "prior_samples", "[", "~", "numpy", ".", "isnan", "(", "p...	29.318182	0.001502
def _send_scp(self, x, y, p, args, *kwargs): """Determine the best connection to use to send an SCP packet and use it to transmit. This internal version of the method is identical to send_scp except it has positional arguments for x, y and p. See the arguments for :py...	[ "def", "_send_scp", "(", "self", ",", "x", ",", "y", ",", "p", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "# Determine the size of packet we expect in return, this is usually the", "# size that we are informed we should expect by SCAMP/SARK or else is", "# the def...	40.190476	0.002315
def login(request, config_loader_path=None, wayf_template='djangosaml2/wayf.html', authorization_error_template='djangosaml2/auth_error.html', post_binding_form_template='djangosaml2/post_binding_form.html'): """SAML Authorization Request initiator This view initiates th...	[ "def", "login", "(", "request", ",", "config_loader_path", "=", "None", ",", "wayf_template", "=", "'djangosaml2/wayf.html'", ",", "authorization_error_template", "=", "'djangosaml2/auth_error.html'", ",", "post_binding_form_template", "=", "'djangosaml2/post_binding_form.html'...	46.538961	0.00123
def create_asset(self, project, atype=None, shot=None, asset=None): """Create and return a new asset :param project: the project for the asset :type project: :class:`jukeboxcore.djadapter.models.Project` :param atype: the assettype of the asset :type atype: :class:`jukeboxcore.d...	[ "def", "create_asset", "(", "self", ",", "project", ",", "atype", "=", "None", ",", "shot", "=", "None", ",", "asset", "=", "None", ")", ":", "element", "=", "shot", "or", "asset", "dialog", "=", "AssetCreatorDialog", "(", "project", "=", "project", ",...	42.909091	0.002073
def sort_resources(cls, request, resources, fail_enum, header_proto=None): """Sorts a list of resources based on a list of sort controls Args: request (object): The parsed protobuf request object resources (list of objects): The resources to be sorted fail_enum (int,...	[ "def", "sort_resources", "(", "cls", ",", "request", ",", "resources", ",", "fail_enum", ",", "header_proto", "=", "None", ")", ":", "if", "not", "request", ".", "sorting", ":", "return", "resources", "value_handlers", "=", "cls", ".", "_get_handler_set", "(...	36.137931	0.001859
def xyz2rgb(x__, y__, z__): """XYZ colorspace to RGB """ x2_ = x__ / 100.0 y2_ = y__ / 100.0 z2_ = z__ / 100.0 r__ = x2_ * 3.2406 + y2_ * -1.5372 + z2_ * -0.4986 g__ = x2_ * -0.9689 + y2_ * 1.8758 + z2_ * 0.0415 b__ = x2_ * 0.0557 + y2_ * -0.2040 + z2_ * 1.0570 def finv(arr): ...	[ "def", "xyz2rgb", "(", "x__", ",", "y__", ",", "z__", ")", ":", "x2_", "=", "x__", "/", "100.0", "y2_", "=", "y__", "/", "100.0", "z2_", "=", "z__", "/", "100.0", "r__", "=", "x2_", "", "3.2406", "+", "y2_", "", "-", "1.5372", "+", "z2_", "...	28.105263	0.01087
def cond(pred, true_fn=None, false_fn=None, name=None): """Return either `true_fn()` if predicate `pred` is true else `false_fn()`. If `pred` is a bool or has a constant value, we return either `true_fn()` or `false_fn()`, otherwise we use `tf.cond` to dynamically route to both. Arguments: pred: A scalar ...	[ "def", "cond", "(", "pred", ",", "true_fn", "=", "None", ",", "false_fn", "=", "None", ",", "name", "=", "None", ")", ":", "if", "not", "callable", "(", "true_fn", ")", ":", "raise", "TypeError", "(", "'`true_fn` must be callable.'", ")", "if", "not", ...	33.9375	0.008057
def output_compose(info, image_info): '''output as docker-compose format''' container = info['Name'][1:] conf = info['Config'] hconf = info['HostConfig'] compose = {} compose['container_name'] = str(container) compose['image'] = str(conf['Image']) # Volumes if 'Binds' in hconf an...	[ "def", "output_compose", "(", "info", ",", "image_info", ")", ":", "container", "=", "info", "[", "'Name'", "]", "[", "1", ":", "]", "conf", "=", "info", "[", "'Config'", "]", "hconf", "=", "info", "[", "'HostConfig'", "]", "compose", "=", "{", "}", ...	34.029703	0.000848
def create_wiki_page(): """ for http://archive.worldofdragon.org/index.php?title=CharMap """ print ( '{\| class="wikitable"' ' style="font-family: monospace;' ' background-color:#ffffcc;"' ' cellpadding="10"' ) print("\|-") print("! POKE") print("value") ...	[ "def", "create_wiki_page", "(", ")", ":", "print", "(", "'{\| class=\"wikitable\"'", "' style=\"font-family: monospace;'", "' background-color:#ffffcc;\"'", "' cellpadding=\"10\"'", ")", "print", "(", "\"\|-\"", ")", "print", "(", "\"! POKE\"", ")", "print", "(", "\"value\"...	25.972222	0.002062
def split_lines(source, maxline=79): """Split inputs according to lines. If a line is short enough, just yield it. Otherwise, fix it. """ result = [] extend = result.extend append = result.append line = [] multiline = False count = 0 find = str.find for item in sour...	[ "def", "split_lines", "(", "source", ",", "maxline", "=", "79", ")", ":", "result", "=", "[", "]", "extend", "=", "result", ".", "extend", "append", "=", "result", ".", "append", "line", "=", "[", "]", "multiline", "=", "False", "count", "=", "0", ...	26.310345	0.001264
def from_neighbor_pores(target, pore_prop='pore.seed', mode='min'): r""" Adopt a value based on the values in neighboring pores Parameters ---------- target : OpenPNM Object The object which this model is associated with. This controls the length of the calculated array, and also pr...	[ "def", "from_neighbor_pores", "(", "target", ",", "pore_prop", "=", "'pore.seed'", ",", "mode", "=", "'min'", ")", ":", "prj", "=", "target", ".", "project", "network", "=", "prj", ".", "network", "throats", "=", "network", ".", "map_throats", "(", "target...	32.484848	0.000906
def parse_dtype_info(flags): """Convert dtype string to tf dtype, and set loss_scale default as needed. Args: flags: namespace object returned by arg parser. Raises: ValueError: If an invalid dtype is provided. """ if flags.dtype in (i[0] for i in DTYPE_MAP.values()): return # Make function ide...	[ "def", "parse_dtype_info", "(", "flags", ")", ":", "if", "flags", ".", "dtype", "in", "(", "i", "[", "0", "]", "for", "i", "in", "DTYPE_MAP", ".", "values", "(", ")", ")", ":", "return", "# Make function idempotent", "try", ":", "flags", ".", "dtype", ...	28.944444	0.011152
def sort(self, key_or_list, direction=None): """ Sorts a cursor object based on the input :param key_or_list: a list/tuple containing the sort specification, i.e. ('user_number': -1), or a basestring :param direction: sorting direction, 1 or -1, needed if key_or_list ...	[ "def", "sort", "(", "self", ",", "key_or_list", ",", "direction", "=", "None", ")", ":", "# checking input format", "sort_specifier", "=", "list", "(", ")", "if", "isinstance", "(", "key_or_list", ",", "list", ")", ":", "if", "direction", "is", "not", "Non...	35.590909	0.000414
def sanitize(self): ''' Check if the current settings conform to the RFC and fix where possible ''' # Check ports if not isinstance(self.source_port, numbers.Integral) \ or self.source_port < 0 \ or self.source_port >= 2 ** 16: raise ValueError('Invali...	[ "def", "sanitize", "(", "self", ")", ":", "# Check ports", "if", "not", "isinstance", "(", "self", ".", "source_port", ",", "numbers", ".", "Integral", ")", "or", "self", ".", "source_port", "<", "0", "or", "self", ".", "source_port", ">=", "2", "**", ...	38.071429	0.010989
def writeToCheckpoint(self, checkpointDir): """Serializes model using capnproto and writes data to ``checkpointDir``""" proto = self.getSchema().new_message() self.write(proto) checkpointPath = self._getModelCheckpointFilePath(checkpointDir) # Clean up old saved state, if any if os.path.exist...	[ "def", "writeToCheckpoint", "(", "self", ",", "checkpointDir", ")", ":", "proto", "=", "self", ".", "getSchema", "(", ")", ".", "new_message", "(", ")", "self", ".", "write", "(", "proto", ")", "checkpointPath", "=", "self", ".", "_getModelCheckpointFilePath...	39.037037	0.010185
def on_successful_login(self, subject, authc_token, account_id): """ Reacts to the successful login attempt by first always forgetting any previously stored identity. Then if the authc_token is a ``RememberMe`` type of token, the associated identity will be remembered for later ...	[ "def", "on_successful_login", "(", "self", ",", "subject", ",", "authc_token", ",", "account_id", ")", ":", "# always clear any previous identity:", "self", ".", "forget_identity", "(", "subject", ")", "# now save the new identity:", "if", "authc_token", ".", "is_rememb...	46.375	0.001761
def code_memory_read(self, addr, num_bytes): """Reads bytes from code memory. Note: This is similar to calling ``memory_read`` or ``memory_read8``, except that this uses a cache and reads ahead. This should be used in instances where you want to read a small amount of byt...	[ "def", "code_memory_read", "(", "self", ",", "addr", ",", "num_bytes", ")", ":", "buf_size", "=", "num_bytes", "buf", "=", "(", "ctypes", ".", "c_uint8", "*", "buf_size", ")", "(", ")", "res", "=", "self", ".", "_dll", ".", "JLINKARM_ReadCodeMem", "(", ...	34.884615	0.002146
def _chi_lr(self,r, phi, nl,nr,beta): """ computes the generalized polar basis function in the convention of Massey&Refregier eqn 8 :param nl: left basis :type nl: int :param nr: right basis :type nr: int :param beta: beta --the characteristic scale typically cho...	[ "def", "_chi_lr", "(", "self", ",", "r", ",", "phi", ",", "nl", ",", "nr", ",", "beta", ")", ":", "m", "=", "int", "(", "(", "nr", "-", "nl", ")", ".", "real", ")", "n", "=", "int", "(", "(", "nr", "+", "nl", ")", ".", "real", ")", "p",...	36.592593	0.02071
def load_oxts_packets_and_poses(oxts_files): """Generator to read OXTS ground truth data. Poses are given in an East-North-Up coordinate system whose origin is the first GPS position. """ # Scale for Mercator projection (from first lat value) scale = None # Origin of the global coord...	[ "def", "load_oxts_packets_and_poses", "(", "oxts_files", ")", ":", "# Scale for Mercator projection (from first lat value)", "scale", "=", "None", "# Origin of the global coordinate system (first GPS position)", "origin", "=", "None", "oxts", "=", "[", "]", "for", "filename", ...	30.138889	0.001786
def process_input_args(self, ifiles: sos_targets, **kwargs): """This function handles directive input and all its parameters. It determines and set __step_input__ determines and set pattern variables if needed returns _groups _vars which ar...	[ "def", "process_input_args", "(", "self", ",", "ifiles", ":", "sos_targets", ",", "", "", "kwargs", ")", ":", "if", "ifiles", ".", "unspecified", "(", ")", ":", "env", ".", "sos_dict", ".", "set", "(", "'step_input'", ",", "sos_targets", "(", "[", "]...	34.459459	0.001526
def add_assay(self, name, assay): """ Add an assay to the material. :param name: The name of the new assay. :param assay: A list containing the compound mass fractions for the assay. The sequence of the assay's elements must correspond to the sequence of the material...	[ "def", "add_assay", "(", "self", ",", "name", ",", "assay", ")", ":", "if", "not", "type", "(", "assay", ")", "is", "list", ":", "raise", "Exception", "(", "'Invalid assay. It must be a list.'", ")", "elif", "not", "len", "(", "assay", ")", "==", "self",...	37.045455	0.002392
def _decdeg_distance(pt1, pt2): """ Earth surface distance (in km) between decimal latlong points using Haversine approximation. http://stackoverflow.com/questions/15736995/ how-can-i-quickly-estimate-the-distance-between-two-latitude-longitude- points """ lat1, lon1 = pt1 lat2, lo...	[ "def", "_decdeg_distance", "(", "pt1", ",", "pt2", ")", ":", "lat1", ",", "lon1", "=", "pt1", "lat2", ",", "lon2", "=", "pt2", "# Convert decimal degrees to radians", "lon1", ",", "lat1", ",", "lon2", ",", "lat2", "=", "map", "(", "np", ".", "radians", ...	26.333333	0.001527
def text_antialias(self, flag=True): """text antialias :param flag: True or False. (default is True) :type flag: bool """ antialias = pgmagick.DrawableTextAntialias(flag) self.drawer.append(antialias)	[ "def", "text_antialias", "(", "self", ",", "flag", "=", "True", ")", ":", "antialias", "=", "pgmagick", ".", "DrawableTextAntialias", "(", "flag", ")", "self", ".", "drawer", ".", "append", "(", "antialias", ")" ]	30.25	0.008032
def findDottedModuleAndParentDir(file_path): """ I return a tuple (dotted_module, parent_dir) where dotted_module is the full dotted name of the module with respect to the package it is in, and parent_dir is the absolute path to the parent directory of the package. If the python file is not part of...	[ "def", "findDottedModuleAndParentDir", "(", "file_path", ")", ":", "if", "not", "os", ".", "path", ".", "isfile", "(", "file_path", ")", ":", "raise", "ValueError", "(", "\"'{}' is not a file.\"", ".", "format", "(", "file_path", ")", ")", "parent_dir", "=", ...	45.238095	0.001031
def parse(region_string): """Parse DS9 region string into a ShapeList. Parameters ---------- region_string : str Region string Returns ------- shapes : `ShapeList` List of `~pyregion.Shape` """ rp = RegionParser() ss = rp.parse(region_string) sss1 = rp.conve...	[ "def", "parse", "(", "region_string", ")", ":", "rp", "=", "RegionParser", "(", ")", "ss", "=", "rp", ".", "parse", "(", "region_string", ")", "sss1", "=", "rp", ".", "convert_attr", "(", "ss", ")", "sss2", "=", "_check_wcs", "(", "sss1", ")", "shape...	22.75	0.00211
async def catch_up(self): """ "Catches up" on the missed updates while the client was offline. You should call this method after registering the event handlers so that the updates it loads can by processed by your script. This can also be used to forcibly fetch new updates if th...	[ "async", "def", "catch_up", "(", "self", ")", ":", "pts", ",", "date", "=", "self", ".", "_state_cache", "[", "None", "]", "self", ".", "session", ".", "catching_up", "=", "True", "try", ":", "while", "True", ":", "d", "=", "await", "self", "(", "f...	45.216667	0.000722
def serial_udb_extra_f13_send(self, sue_week_no, sue_lat_origin, sue_lon_origin, sue_alt_origin, force_mavlink1=False): ''' Backwards compatible version of SERIAL_UDB_EXTRA F13: format sue_week_no : Serial UDB Extra GPS Week Number (int16_t) ...	[ "def", "serial_udb_extra_f13_send", "(", "self", ",", "sue_week_no", ",", "sue_lat_origin", ",", "sue_lon_origin", ",", "sue_alt_origin", ",", "force_mavlink1", "=", "False", ")", ":", "return", "self", ".", "send", "(", "self", ".", "serial_udb_extra_f13_encode", ...	69.181818	0.010376
def GetCustomerIDs(client): """Retrieves all CustomerIds in the account hierarchy. Note that your configuration file must specify a client_customer_id belonging to an AdWords manager account. Args: client: an AdWordsClient instance. Raises: Exception: if no CustomerIds could be found. Returns: ...	[ "def", "GetCustomerIDs", "(", "client", ")", ":", "# For this example, we will use ManagedCustomerService to get all IDs in", "# hierarchy that do not belong to MCC accounts.", "managed_customer_service", "=", "client", ".", "GetService", "(", "'ManagedCustomerService'", ",", "versio...	29.078431	0.009785
def get_commit_request(self, id): # pylint: disable=invalid-name,redefined-builtin """Get a commit request for a staged import. :param id: Staged import ID as an int. :return: :class:`imports.Request <imports.Request>` object :rtype: imports.Request """ schema = RequestS...	[ "def", "get_commit_request", "(", "self", ",", "id", ")", ":", "# pylint: disable=invalid-name,redefined-builtin", "schema", "=", "RequestSchema", "(", ")", "resp", "=", "self", ".", "service", ".", "get", "(", "self", ".", "base", "+", "str", "(", "id", ")"...	43	0.009112
def _write_passphrase(stream, passphrase, encoding): """Write the passphrase from memory to the GnuPG process' stdin. :type stream: file, :class:`~io.BytesIO`, or :class:`~io.StringIO` :param stream: The input file descriptor to write the password to. :param str passphrase: The passphrase for the secre...	[ "def", "_write_passphrase", "(", "stream", ",", "passphrase", ",", "encoding", ")", ":", "passphrase", "=", "'%s\\n'", "%", "passphrase", "passphrase", "=", "passphrase", ".", "encode", "(", "encoding", ")", "stream", ".", "write", "(", "passphrase", ")", "l...	47.923077	0.001575
def convert_readme_to_rst(): """ Attempt to convert a README.md file into README.rst """ project_files = os.listdir('.') for filename in project_files: if filename.lower() == 'readme': raise ProjectError( 'found {} in project directory...'.format(filename) + ...	[ "def", "convert_readme_to_rst", "(", ")", ":", "project_files", "=", "os", ".", "listdir", "(", "'.'", ")", "for", "filename", "in", "project_files", ":", "if", "filename", ".", "lower", "(", ")", "==", "'readme'", ":", "raise", "ProjectError", "(", "'foun...	43.821429	0.001595
def report_urls(impact_function): """Get report urls for all report generated by the ImpactFunction. :param impact_function: The ImpactFunction :type impact_function: ImpactFunction :return: Dictionary of all generated report urls by its product type eg: { 'html...	[ "def", "report_urls", "(", "impact_function", ")", ":", "report_path", "=", "impact_function", ".", "impact_report", ".", "output_folder", "standard_report_metadata", "=", "impact_function", ".", "report_metadata", "def", "retrieve_components", "(", "tags", ")", ":", ...	36.703704	0.000328
def conf_budget(self, budget): """ Set limit on the number of conflicts. """ if self.maplesat: pysolvers.maplechrono_cbudget(self.maplesat, budget)	[ "def", "conf_budget", "(", "self", ",", "budget", ")", ":", "if", "self", ".", "maplesat", ":", "pysolvers", ".", "maplechrono_cbudget", "(", "self", ".", "maplesat", ",", "budget", ")" ]	27.142857	0.010204
def extractSeqAndQuals(seq, quals, umi_bases, cell_bases, discard_bases, retain_umi=False): '''Remove selected bases from seq and quals ''' new_seq = "" new_quals = "" umi_quals = "" cell_quals = "" ix = 0 for base, qual in zip(seq, quals): if ((ix not in...	[ "def", "extractSeqAndQuals", "(", "seq", ",", "quals", ",", "umi_bases", ",", "cell_bases", ",", "discard_bases", ",", "retain_umi", "=", "False", ")", ":", "new_seq", "=", "\"\"", "new_quals", "=", "\"\"", "umi_quals", "=", "\"\"", "cell_quals", "=", "\"\""...	26.470588	0.002144
def unbind(meta, name=None, dynamo_name=None) -> None: """Unconditionally remove any columns or indexes bound to the given name or dynamo_name. .. code-block:: python import bloop.models class User(BaseModel): id = Column(String, hash_key=True) email = Column(String, ...	[ "def", "unbind", "(", "meta", ",", "name", "=", "None", ",", "dynamo_name", "=", "None", ")", "->", "None", ":", "if", "name", "is", "not", "None", ":", "columns", "=", "{", "x", "for", "x", "in", "meta", ".", "columns", "if", "x", ".", "name", ...	34.917808	0.001908
def delete_binding(self, vhost, exchange, queue, rt_key): """ Deletes a binding between an exchange and a queue on a given vhost. :param string vhost: vhost housing the exchange/queue to bind :param string exchange: the target exchange of the binding :param string queue: the que...	[ "def", "delete_binding", "(", "self", ",", "vhost", ",", "exchange", ",", "queue", ",", "rt_key", ")", ":", "vhost", "=", "quote", "(", "vhost", ",", "''", ")", "exchange", "=", "quote", "(", "exchange", ",", "''", ")", "queue", "=", "quote", "(", ...	46.947368	0.002198
def create_cmd_task( ctx, parts, inputs=None, outputs=None, env=None, cwd=None, task_name=None, cache_key=None, always=False, add_to_group=True, ): """ Create task that runs given command. :param ctx: BuildContext object. :param parts: Command parts list. ...	[ "def", "create_cmd_task", "(", "ctx", ",", "parts", ",", "inputs", "=", "None", ",", "outputs", "=", "None", ",", "env", "=", "None", ",", "cwd", "=", "None", ",", "task_name", "=", "None", ",", "cache_key", "=", "None", ",", "always", "=", "False", ...	31.616393	0.000101
def bdp(tickers, flds, kwargs): """ Bloomberg reference data Args: tickers: tickers flds: fields to query kwargs: bbg overrides Returns: pd.DataFrame Examples: >>> bdp('IQ US Equity', 'Crncy', raw=True) ticker field value 0 IQ...	[ "def", "bdp", "(", "tickers", ",", "flds", ",", "", "", "kwargs", ")", ":", "logger", "=", "logs", ".", "get_logger", "(", "bdp", ",", "level", "=", "kwargs", ".", "pop", "(", "'log'", ",", "logs", ".", "LOG_LEVEL", ")", ")", "con", ",", "_", ...	28.837209	0.00234
def _transform_row_wrapper(self, row): """ Transforms a single source row. :param dict[str\|str] row: The source row. """ self._count_total += 1 try: # Transform the naturals keys in line to technical keys. in_row = copy.copy(row) out_...	[ "def", "_transform_row_wrapper", "(", "self", ",", "row", ")", ":", "self", ".", "_count_total", "+=", "1", "try", ":", "# Transform the naturals keys in line to technical keys.", "in_row", "=", "copy", ".", "copy", "(", "row", ")", "out_row", "=", "{", "}", "...	32.512821	0.001531
def on_stop_scene(self, event: events.StopScene, signal: Callable[[Any], None]): """ Stop a running scene. If there's a scene on the stack, it resumes. """ self.stop_scene() if self.current_scene is not None: signal(events.SceneContinued()) else: s...	[ "def", "on_stop_scene", "(", "self", ",", "event", ":", "events", ".", "StopScene", ",", "signal", ":", "Callable", "[", "[", "Any", "]", ",", "None", "]", ")", ":", "self", ".", "stop_scene", "(", ")", "if", "self", ".", "current_scene", "is", "not"...	36.888889	0.008824
def write_data(fo, datum, schema): """Write a datum of data to output stream. Paramaters ---------- fo: file-like Output file datum: object Data to write schema: dict Schemda to use """ record_type = extract_record_type(schema) logical_type = extract_logical...	[ "def", "write_data", "(", "fo", ",", "datum", ",", "schema", ")", ":", "record_type", "=", "extract_record_type", "(", "schema", ")", "logical_type", "=", "extract_logical_type", "(", "schema", ")", "fn", "=", "WRITERS", ".", "get", "(", "record_type", ")", ...	24.68	0.00156
def name(self, value): """ Setter for self.__name attribute. :param value: Attribute value. :type value: unicode """ if value is not None: assert type(value) is unicode, "'{0}' attribute: '{1}' type is not 'unicode'!".format("name", value) self._...	[ "def", "name", "(", "self", ",", "value", ")", ":", "if", "value", "is", "not", "None", ":", "assert", "type", "(", "value", ")", "is", "unicode", ",", "\"'{0}' attribute: '{1}' type is not 'unicode'!\"", ".", "format", "(", "\"name\"", ",", "value", ")", ...	29.363636	0.009009
def start_threads(self, n_threads): """ Terminate existing threads and create a new set if the thread number doesn't match the desired number. Required: n_threads: (int) number of threads to spawn Returns: self """ if n_threads == len(self._threads): return self ...	[ "def", "start_threads", "(", "self", ",", "n_threads", ")", ":", "if", "n_threads", "==", "len", "(", "self", ".", "_threads", ")", ":", "return", "self", "# Terminate all previous tasks with the existing", "# event object, then create a new one for the next", "# generati...	25.4	0.010834
def show_top(minion=None, saltenv='base'): ''' Returns the compiled top data for pillar for a specific minion. If no minion is specified, we use the first minion we find. CLI Example: .. code-block:: bash salt-run pillar.show_top ''' id_, grains, _ = salt.utils.minions.get_minion...	[ "def", "show_top", "(", "minion", "=", "None", ",", "saltenv", "=", "'base'", ")", ":", "id_", ",", "grains", ",", "_", "=", "salt", ".", "utils", ".", "minions", ".", "get_minion_data", "(", "minion", ",", "__opts__", ")", "if", "not", "grains", "an...	27.677419	0.002252
def _args_from_dict(ddata: Mapping[str, Any]): """Allows to construct an instance of AnnData from a dictionary. Acts as interface for the communication with the hdf5 file. In particular, from a dict that has been written using ``AnnData._to_dict_fixed_width_arrays``. """ ...	[ "def", "_args_from_dict", "(", "ddata", ":", "Mapping", "[", "str", ",", "Any", "]", ")", ":", "d_true_keys", "=", "{", "}", "# backwards compat", "uns_is_not_key", "=", "False", "valid_keys", "=", "[", "]", "for", "keys", "in", "AnnData", ".", "_H5_ALIASE...	39.5	0.001465

def _CreateInput(structure) -> INPUT: """ Create Win32 struct `INPUT` for `SendInput`. Return `INPUT`. """ if isinstance(structure, MOUSEINPUT): return INPUT(InputType.Mouse, _INPUTUnion(mi=structure)) if isinstance(structure, KEYBDINPUT): return INPUT(InputType.Keyboard, _INPUTU...

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def _is_valid_integer(self, inpt, metadata): """Checks if input is a valid integer value""" if not isinstance(inpt, int): return False if metadata.get_minimum_integer() and inpt < metadata.get_maximum_integer(): return False if metadata.get_maximum_integer() and i...

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def download_schema(uri, path, comment=None): """Download a schema from a specified URI and save it locally. :param uri: url where the schema should be downloaded :param path: local file path where the schema should be saved :param comment: optional comment; if specified, will be added to the d...

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def getConfig(filepath=None): # pragma: no cover """ Get the Green config file settings. All available config files are read. If settings are in multiple configs, the last value encountered wins. Values specified on the command-line take precedence over all config file settings. Returns: A ...

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def to_utf8(datas): """ Force utf8 string entries in the given datas """ res = datas if isinstance(datas, dict): res = {} for key, value in datas.items(): key = to_utf8(key) value = to_utf8(value) res[key] = value elif isinstance(datas, (list,...

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def posts(self): """Get posts, reloading the site if needed.""" rev = int(self.db.get('site:rev')) if rev != self.revision: self.reload_site() return self._posts

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def drawPoint(self, x, y, silent=True): """ Draws a point on the current :py:class:`Layer` with the current :py:class:`Brush`. Coordinates are relative to the original layer size WITHOUT downsampling applied. :param x1: Point X coordinate. :param y1: Point Y coordinate. :rtype: Nothing. """ start = tim...

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def cluster_labels_A(hdf5_file, c, lock, I, rows_slice): """One of the task to be performed by a pool of subprocesses, as the first step in identifying the cluster labels and indices of the cluster centers for Affinity Propagation clustering. """ with Worker.hdf5_lock: with tables.o...

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def create_assets_env(generator): """Define the assets environment and pass it to the generator.""" theme_static_dir = generator.settings['THEME_STATIC_DIR'] assets_destination = os.path.join(generator.output_path, theme_static_dir) generator.env.assets_environment = Environment( assets_destina...

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def lambda_max(self): """Peak wavelength in Angstrom when the curve is expressed as power density.""" return ((const.b_wien.value / self.temperature) * u.m).to(u.AA).value

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def copy(self): """Create a shallow copy of self. This runs in O(len(self.num_unique_elements())) """ out = self._from_iterable(None) out._dict = self._dict.copy() out._size = self._size return out

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def solidity_names(code): # pylint: disable=too-many-branches """ Return the library and contract names in order of appearence. """ names = [] in_string = None backslash = False comment = None # "parse" the code by hand to handle the corner cases: # - the contract or library can be inside...

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def get_enroll(self): """Returns new enroll seed""" devices = [DeviceRegistration.wrap(device) for device in self.__get_u2f_devices()] enroll = start_register(self.__appid, devices) enroll['status'] = 'ok' session['_u2f_enroll_'] = enroll.json return enroll

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def validate(message, **config): """ Return true or false if the message is signed appropriately. """ if not _validate_implementations: init(**config) cfg = copy.deepcopy(config) if 'gpg_home' not in cfg: cfg['gpg_home'] = os.path.expanduser('~/.gnupg/') if 'ssldir' not in cfg: ...

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def _psicomputations(self, kern, Z, variational_posterior, return_psi2_n=False): """ Z - MxQ mu - NxQ S - NxQ """ variance, lengthscale = kern.variance, kern.lengthscale N,M,Q = self.get_dimensions(Z, variational_posterior) self._initGPUCache(N,M,Q) ...

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def toTag(self, output): ''' This methods returns all data of this feed as feed xml tag :param output: XML Document to which the data should be added :type output: xml.dom.DOMImplementation.createDocument ''' feed = output.createElement('feed') feed.setAttribute('name', ...

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def cov_from_trace(self, trace=slice(None)): """Define the jump distribution covariance matrix from the object's stored trace. :Parameters: - `trace` : slice or int A slice for the stochastic object's trace in the last chain, or a an integer indicating the how many o...

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def altimeter(alt: Number, unit: str = 'hPa') -> str: """ Formats the altimter element into a string with hPa and inHg values Ex: 30.11 inHg (10.20 hPa) """ if not (alt and unit in ('hPa', 'inHg')): return '' if unit == 'hPa': value = alt.repr converted = alt.value / 33....

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def deserialize(self, data=None): """ Invoke the deserializer If the payload is a collection (more than 1 records) then a list will be returned of normalized dict's. If the payload is a single item then the normalized dict will be returned (not a list) :return: list or...

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def record(self, pipeline_name, from_study): """ Returns the provenance record for a given pipeline Parameters ---------- pipeline_name : str The name of the pipeline that generated the record from_study : str The name of the study that the pipeli...

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def wash_and_repair_reference_line(line): """Wash a reference line of undesirable characters (such as poorly-encoded letters, etc), and repair any errors (such as broken URLs) if possible. @param line: (string) the reference line to be washed/repaired. @return: (string) the washed reference lin...

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def set_sides(self, key, data, field, local=False): """ Assign data on the 'key' tile to all the edges """ for side in ['left', 'right', 'top', 'bottom']: self.set(key, data, field, side, local)

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def _sections_to_variance_sections(self, sections_over_time): '''Computes the variance of corresponding sections over time. Returns: a list of np arrays. ''' variance_sections = [] for i in range(len(sections_over_time[0])): time_sections = [sections[i] for sections in sections_over_ti...

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def config_parse(files=None, config=None, config_profile=".fissconfig", **kwargs): ''' Read initial configuration state, from named config files; store this state within a config dictionary (which may be nested) whose keys may also be referenced as attributes (safely, defaulting to None if unset). A ...

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def start_listener_thread(self, timeout_ms=30000, exception_handler=None): """ Start a listener thread to listen for events in the background. Args: timeout (int): How long to poll the Home Server for before retrying. exception_handler (func(exception)): Optional ...

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def send_response(self, response_dict): """ Encode a response according to the request. :param dict response_dict: the response to send :raises: :class:`tornado.web.HTTPError` if no acceptable content type exists This method will encode `response_dict` using the mo...

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def getDetectorClassConstructors(detectors): """ Takes in names of detectors. Collects class names that correspond to those detectors and returns them in a dict. The dict maps detector name to class names. Assumes the detectors have been imported. """ detectorConstructors = { d : globals()[detectorNameToC...

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def validate(cls, mapper_spec): """Inherit docs.""" params = _get_params(mapper_spec) if cls.ENTITY_KIND_PARAM not in params: raise BadReaderParamsError("Missing input reader parameter 'entity_kind'") if cls.BATCH_SIZE_PARAM in params: try: batch_size = int(params[cls.BATCH_SIZE_PARA...

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def separate_directions(di_block): """ Separates set of directions into two modes based on principal direction Parameters _______________ di_block : block of nested dec,inc pairs Return mode_1_block,mode_2_block : two lists of nested dec,inc pairs """ ppars = doprinc(di_block) ...

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def save_used_registers(self): """Pushes all used working registers before function call""" used = self.used_registers[:] del self.used_registers[:] self.used_registers_stack.append(used[:]) used.sort() for reg in used: self.newline_text("PUSH\t%s" % Sh...

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def token(config, token): """Store and fetch a GitHub access token""" if not token: info_out( "To generate a personal API token, go to:\n\n\t" "https://github.com/settings/tokens\n\n" "To read more about it, go to:\n\n\t" "https://help.github.com/articles/...

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def batch(collection, method, processes=None, batch_size=None, quiet=False, kwargs_to_dump=None, args=None, **kwargs): '''Processes a collection in parallel batches, each batch processes in series on a single process. Running batches in parallel can be more effficient that splitting a list across...

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def form_valid_bridge(self, form, field, model, related_field, error_message): """ call from form_valid. @form: it is form of form_valid (type: form) @field: name of the form field referring to the brigde (type: string) @model: form's model (type class) @related_field: na...

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def get_context(self): " Get context to render the template. " return { 'content_type_name' : str(self.name), 'content_type_verbose_name' : self.verbose_name, 'content_type_verbose_name_plural' : self.verbose_name_plural, 'object' : self.ob...

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def p_continue_statement_1(self, p): """continue_statement : CONTINUE SEMI | CONTINUE AUTOSEMI """ p[0] = self.asttypes.Continue() p[0].setpos(p)

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def folder_path_for_package(cls, package: ecore.EPackage): """Returns path to folder holding generated artifact for given element.""" parent = package.eContainer() if parent: return os.path.join(cls.folder_path_for_package(parent), package.name) return package.name

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def add_local_option(self, *args, **kw): """ Adds a local option to the parser. This is initiated by a SetOption() call to add a user-defined command-line option. We add the option to a separate option group for the local options, creating the group if necessary. """ ...

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def get_docstring(target) -> str: """ Retrieves the documentation string from the target object and returns it after removing insignificant whitespace :param target: The object for which the doc string should be retrieved :return: The cleaned documentation string for the target. If ...

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def _build_option_description(k): """ Builds a formatted description of a registered option and prints it """ o = _get_registered_option(k) d = _get_deprecated_option(k) s = '{k} '.format(k=k) if o.doc: s += '\n'.join(o.doc.strip().split('\n')) else: s += 'No description avail...

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def _check_validity(self, i, j, height, width): """ check if a rectangle (i, j, height, width) can be put into self.output """ return all(self._check_cell_validity(ii, jj) for ii in range(i, i+height) for jj in range(j, j+width))

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def fetch_open_data(cls, flag, start, end, **kwargs): """Fetch Open Data timeline segments into a flag. flag : `str` the name of the flag to query start : `int`, `str` the GPS start time (or parseable date string) to query end : `int`, `str` the GPS...

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def bound_weights(weights, minimum=None, maximum=None): """ Bound a weight list so that all outcomes fit within specified bounds. The probability distribution within the ``minimum`` and ``maximum`` values remains the same. Weights in the list with outcomes outside of ``minimum`` and ``maximum`` are...

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def get_entry_id(entry, fullpath, assign_id): """ Get or generate an entry ID for an entry """ warn_duplicate = False if 'Entry-ID' in entry: entry_id = int(entry['Entry-ID']) else: entry_id = None # See if we've inadvertently duplicated an entry ID if entry_id: try: ...

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def segments_distance(segment1, segment2): """Calculate the distance between two line segments in the plane. >>> a = LineSegment(Point(1,0), Point(2,0)) >>> b = LineSegment(Point(0,1), Point(0,2)) >>> "%0.2f" % segments_distance(a, b) '1.41' >>> c = LineSegment(Point(0,0), Point(5,5)) >>> d...

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def main(arguments=None): """Command-line entry point. :param arguments: List of strings that contain the command-line arguments. When ``None``, the command-line arguments are looked up in ``sys.argv`` (``sys.argv[0]`` is ignored). :return: This function has no return value. :raise System...

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def cancel(self, order_id): """Cancel an ordered SSL certificate.""" response = self.request(E.cancelSslCertRequest( E.id(order_id) )) return int(response.data.id)

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def list_files(tag=None, sat_id=None, data_path=None, format_str=None): """Return a Pandas Series of every file for chosen satellite data Parameters ----------- tag : (string or NoneType) Denotes type of file to load. Accepted types are '' and 'ascii'. If '' is specified, the primary d...

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def _format_table(fmt, headers, rows, colwidths, colaligns, is_multiline): """Produce a plain-text representation of the table.""" lines = [] hidden = fmt.with_header_hide if (headers and fmt.with_header_hide) else [] pad = fmt.padding headerrow = fmt.headerrow padded_widths = [(w + 2 * pad) fo...

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def initializing(self): """Subscribe to a channel. Received messages must be acknowledged.""" self.subid = self._transport.subscribe( "transient.transaction", self.receive_message, acknowledgement=True )

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def init_db(self): '''initialize the database, with the default database path or custom of the format sqlite:////scif/data/expfactory.db ''' # Database Setup, use default if uri not provided if self.database == 'sqlite': db_path = os.path.join(EXPFACTORY_DATA, '%s.db' % EXPFACTORY_SUBID...

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def from_array(cls, array): """Return a |Date| instance based on date information (year, month, day, hour, minute, second) stored as the first entries of the successive rows of a |numpy.ndarray|. >>> from hydpy import Date >>> import numpy >>> array1d = numpy.array([1992...

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def add_missing_row( df: pd.DataFrame, id_cols: List[str], reference_col: str, complete_index: Union[Dict[str, str], List[str]] = None, method: str = None, cols_to_keep: List[str] = None ) -> pd.DataFrame: """ Add missing row to a df base on a reference column --- ### Parameter...

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def upload_to_picture(instance, filename): """ Uploads a picture for a user to the ``ACCOUNTS_PICTURE_PATH`` and saving it under unique hash for the image. This is for privacy reasons so others can't just browse through the picture directory. """ extension = filename.split('.')[-1].lower() ...

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def compose_atom_list(*args): """ Return an `atom list` from elements and/or atom ids and coordinates. An `atom list` is a special object that some pywindowfunctions uses. It is a nested list of lists with each individual list containing: 1. [[element, coordinates (x, y, z)], ...] 2. ...

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def validate_argmin_with_skipna(skipna, args, kwargs): """ If 'Series.argmin' is called via the 'numpy' library, the third parameter in its signature is 'out', which takes either an ndarray or 'None', so check if the 'skipna' parameter is either an instance of ndarray or is None, since 'skipna' ...

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def DKL(arrays): """ Compute the Kullback-Leibler divergence from one distribution Q to another P, where Q and P are represented by a set of samples. Parameters ---------- arrays: tuple(1D numpy.array,1D numpy.array) samples defining distributions P & Q respectively Returns ---...

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def _send_scp(self, x, y, p, *args, **kwargs): """Determine the best connection to use to send an SCP packet and use it to transmit. This internal version of the method is identical to send_scp except it has positional arguments for x, y and p. See the arguments for :py...

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def login(request, config_loader_path=None, wayf_template='djangosaml2/wayf.html', authorization_error_template='djangosaml2/auth_error.html', post_binding_form_template='djangosaml2/post_binding_form.html'): """SAML Authorization Request initiator This view initiates th...

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def create_asset(self, project, atype=None, shot=None, asset=None): """Create and return a new asset :param project: the project for the asset :type project: :class:`jukeboxcore.djadapter.models.Project` :param atype: the assettype of the asset :type atype: :class:`jukeboxcore.d...

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def sort_resources(cls, request, resources, fail_enum, header_proto=None): """Sorts a list of resources based on a list of sort controls Args: request (object): The parsed protobuf request object resources (list of objects): The resources to be sorted fail_enum (int,...

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def xyz2rgb(x__, y__, z__): """XYZ colorspace to RGB """ x2_ = x__ / 100.0 y2_ = y__ / 100.0 z2_ = z__ / 100.0 r__ = x2_ * 3.2406 + y2_ * -1.5372 + z2_ * -0.4986 g__ = x2_ * -0.9689 + y2_ * 1.8758 + z2_ * 0.0415 b__ = x2_ * 0.0557 + y2_ * -0.2040 + z2_ * 1.0570 def finv(arr): ...

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def cond(pred, true_fn=None, false_fn=None, name=None): """Return either `true_fn()` if predicate `pred` is true else `false_fn()`. If `pred` is a bool or has a constant value, we return either `true_fn()` or `false_fn()`, otherwise we use `tf.cond` to dynamically route to both. Arguments: pred: A scalar ...

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def output_compose(info, image_info): '''output as docker-compose format''' container = info['Name'][1:] conf = info['Config'] hconf = info['HostConfig'] compose = {} compose['container_name'] = str(container) compose['image'] = str(conf['Image']) # Volumes if 'Binds' in hconf an...

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def create_wiki_page(): """ for http://archive.worldofdragon.org/index.php?title=CharMap """ print ( '{| class="wikitable"' ' style="font-family: monospace;' ' background-color:#ffffcc;"' ' cellpadding="10"' ) print("|-") print("! POKE") print("value") ...

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def split_lines(source, maxline=79): """Split inputs according to lines. If a line is short enough, just yield it. Otherwise, fix it. """ result = [] extend = result.extend append = result.append line = [] multiline = False count = 0 find = str.find for item in sour...

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def from_neighbor_pores(target, pore_prop='pore.seed', mode='min'): r""" Adopt a value based on the values in neighboring pores Parameters ---------- target : OpenPNM Object The object which this model is associated with. This controls the length of the calculated array, and also pr...

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def parse_dtype_info(flags): """Convert dtype string to tf dtype, and set loss_scale default as needed. Args: flags: namespace object returned by arg parser. Raises: ValueError: If an invalid dtype is provided. """ if flags.dtype in (i[0] for i in DTYPE_MAP.values()): return # Make function ide...

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def sort(self, key_or_list, direction=None): """ Sorts a cursor object based on the input :param key_or_list: a list/tuple containing the sort specification, i.e. ('user_number': -1), or a basestring :param direction: sorting direction, 1 or -1, needed if key_or_list ...

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def sanitize(self): ''' Check if the current settings conform to the RFC and fix where possible ''' # Check ports if not isinstance(self.source_port, numbers.Integral) \ or self.source_port < 0 \ or self.source_port >= 2 ** 16: raise ValueError('Invali...

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def writeToCheckpoint(self, checkpointDir): """Serializes model using capnproto and writes data to ``checkpointDir``""" proto = self.getSchema().new_message() self.write(proto) checkpointPath = self._getModelCheckpointFilePath(checkpointDir) # Clean up old saved state, if any if os.path.exist...

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def on_successful_login(self, subject, authc_token, account_id): """ Reacts to the successful login attempt by first always forgetting any previously stored identity. Then if the authc_token is a ``RememberMe`` type of token, the associated identity will be remembered for later ...

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def code_memory_read(self, addr, num_bytes): """Reads bytes from code memory. Note: This is similar to calling ``memory_read`` or ``memory_read8``, except that this uses a cache and reads ahead. This should be used in instances where you want to read a small amount of byt...

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def _chi_lr(self,r, phi, nl,nr,beta): """ computes the generalized polar basis function in the convention of Massey&Refregier eqn 8 :param nl: left basis :type nl: int :param nr: right basis :type nr: int :param beta: beta --the characteristic scale typically cho...

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def load_oxts_packets_and_poses(oxts_files): """Generator to read OXTS ground truth data. Poses are given in an East-North-Up coordinate system whose origin is the first GPS position. """ # Scale for Mercator projection (from first lat value) scale = None # Origin of the global coord...

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def process_input_args(self, ifiles: sos_targets, **kwargs): """This function handles directive input and all its parameters. It determines and set __step_input__ determines and set pattern variables if needed returns _groups _vars which ar...

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def add_assay(self, name, assay): """ Add an assay to the material. :param name: The name of the new assay. :param assay: A list containing the compound mass fractions for the assay. The sequence of the assay's elements must correspond to the sequence of the material...

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def _decdeg_distance(pt1, pt2): """ Earth surface distance (in km) between decimal latlong points using Haversine approximation. http://stackoverflow.com/questions/15736995/ how-can-i-quickly-estimate-the-distance-between-two-latitude-longitude- points """ lat1, lon1 = pt1 lat2, lo...

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def text_antialias(self, flag=True): """text antialias :param flag: True or False. (default is True) :type flag: bool """ antialias = pgmagick.DrawableTextAntialias(flag) self.drawer.append(antialias)

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def findDottedModuleAndParentDir(file_path): """ I return a tuple (dotted_module, parent_dir) where dotted_module is the full dotted name of the module with respect to the package it is in, and parent_dir is the absolute path to the parent directory of the package. If the python file is not part of...

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def parse(region_string): """Parse DS9 region string into a ShapeList. Parameters ---------- region_string : str Region string Returns ------- shapes : `ShapeList` List of `~pyregion.Shape` """ rp = RegionParser() ss = rp.parse(region_string) sss1 = rp.conve...

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async def catch_up(self): """ "Catches up" on the missed updates while the client was offline. You should call this method after registering the event handlers so that the updates it loads can by processed by your script. This can also be used to forcibly fetch new updates if th...

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def serial_udb_extra_f13_send(self, sue_week_no, sue_lat_origin, sue_lon_origin, sue_alt_origin, force_mavlink1=False): ''' Backwards compatible version of SERIAL_UDB_EXTRA F13: format sue_week_no : Serial UDB Extra GPS Week Number (int16_t) ...

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def GetCustomerIDs(client): """Retrieves all CustomerIds in the account hierarchy. Note that your configuration file must specify a client_customer_id belonging to an AdWords manager account. Args: client: an AdWordsClient instance. Raises: Exception: if no CustomerIds could be found. Returns: ...

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def get_commit_request(self, id): # pylint: disable=invalid-name,redefined-builtin """Get a commit request for a staged import. :param id: Staged import ID as an int. :return: :class:`imports.Request <imports.Request>` object :rtype: imports.Request """ schema = RequestS...

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def _write_passphrase(stream, passphrase, encoding): """Write the passphrase from memory to the GnuPG process' stdin. :type stream: file, :class:`~io.BytesIO`, or :class:`~io.StringIO` :param stream: The input file descriptor to write the password to. :param str passphrase: The passphrase for the secre...

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def convert_readme_to_rst(): """ Attempt to convert a README.md file into README.rst """ project_files = os.listdir('.') for filename in project_files: if filename.lower() == 'readme': raise ProjectError( 'found {} in project directory...'.format(filename) + ...

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def report_urls(impact_function): """Get report urls for all report generated by the ImpactFunction. :param impact_function: The ImpactFunction :type impact_function: ImpactFunction :return: Dictionary of all generated report urls by its product type eg: { 'html...

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def conf_budget(self, budget): """ Set limit on the number of conflicts. """ if self.maplesat: pysolvers.maplechrono_cbudget(self.maplesat, budget)

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def extractSeqAndQuals(seq, quals, umi_bases, cell_bases, discard_bases, retain_umi=False): '''Remove selected bases from seq and quals ''' new_seq = "" new_quals = "" umi_quals = "" cell_quals = "" ix = 0 for base, qual in zip(seq, quals): if ((ix not in...

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def unbind(meta, name=None, dynamo_name=None) -> None: """Unconditionally remove any columns or indexes bound to the given name or dynamo_name. .. code-block:: python import bloop.models class User(BaseModel): id = Column(String, hash_key=True) email = Column(String, ...

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def delete_binding(self, vhost, exchange, queue, rt_key): """ Deletes a binding between an exchange and a queue on a given vhost. :param string vhost: vhost housing the exchange/queue to bind :param string exchange: the target exchange of the binding :param string queue: the que...

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def create_cmd_task( ctx, parts, inputs=None, outputs=None, env=None, cwd=None, task_name=None, cache_key=None, always=False, add_to_group=True, ): """ Create task that runs given command. :param ctx: BuildContext object. :param parts: Command parts list. ...

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def bdp(tickers, flds, **kwargs): """ Bloomberg reference data Args: tickers: tickers flds: fields to query **kwargs: bbg overrides Returns: pd.DataFrame Examples: >>> bdp('IQ US Equity', 'Crncy', raw=True) ticker field value 0 IQ...

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def _transform_row_wrapper(self, row): """ Transforms a single source row. :param dict[str|str] row: The source row. """ self._count_total += 1 try: # Transform the naturals keys in line to technical keys. in_row = copy.copy(row) out_...

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def on_stop_scene(self, event: events.StopScene, signal: Callable[[Any], None]): """ Stop a running scene. If there's a scene on the stack, it resumes. """ self.stop_scene() if self.current_scene is not None: signal(events.SceneContinued()) else: s...

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def write_data(fo, datum, schema): """Write a datum of data to output stream. Paramaters ---------- fo: file-like Output file datum: object Data to write schema: dict Schemda to use """ record_type = extract_record_type(schema) logical_type = extract_logical...

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def name(self, value): """ Setter for **self.__name** attribute. :param value: Attribute value. :type value: unicode """ if value is not None: assert type(value) is unicode, "'{0}' attribute: '{1}' type is not 'unicode'!".format("name", value) self._...

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def start_threads(self, n_threads): """ Terminate existing threads and create a new set if the thread number doesn't match the desired number. Required: n_threads: (int) number of threads to spawn Returns: self """ if n_threads == len(self._threads): return self ...

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def show_top(minion=None, saltenv='base'): ''' Returns the compiled top data for pillar for a specific minion. If no minion is specified, we use the first minion we find. CLI Example: .. code-block:: bash salt-run pillar.show_top ''' id_, grains, _ = salt.utils.minions.get_minion...

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def _args_from_dict(ddata: Mapping[str, Any]): """Allows to construct an instance of AnnData from a dictionary. Acts as interface for the communication with the hdf5 file. In particular, from a dict that has been written using ``AnnData._to_dict_fixed_width_arrays``. """ ...

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