kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def remove(self): """Remove all documents matching the selector criteria. """ self.__bulk.add_delete(self.__selector, _DELETE_ALL, collation=self.__collation)	[ "def", "remove", "(", "self", ")", ":", "self", ".", "__bulk", ".", "add_delete", "(", "self", ".", "__selector", ",", "_DELETE_ALL", ",", "collation", "=", "self", ".", "__collation", ")" ]	41.8	12.2
def vars_to_array(self): """ Convert `self.vars` to a numpy array Returns ------- numpy.array """ logger.warn('This function is deprecated. You can inspect `self.np_vars` directly as NumPy arrays ' 'without conversion.') if not self.v...	[ "def", "vars_to_array", "(", "self", ")", ":", "logger", ".", "warn", "(", "'This function is deprecated. You can inspect `self.np_vars` directly as NumPy arrays '", "'without conversion.'", ")", "if", "not", "self", ".", "vars", ":", "return", "None", "vars_matrix", "=",...	27.5	23.3
def write_title(self, title: str, title_color: str = YELLOW, hyphen_line_color: str = WHITE): """ Prints title with hyphen line underneath it. :param title: The title to print. :param title_color: The title text color (default is yellow). :param hyphen_line_color: The hyphen lin...	[ "def", "write_title", "(", "self", ",", "title", ":", "str", ",", "title_color", ":", "str", "=", "YELLOW", ",", "hyphen_line_color", ":", "str", "=", "WHITE", ")", ":", "self", ".", "write_line", "(", "title_color", "+", "title", ")", "self", ".", "wr...	46.3	20.1
def pformat(obj, verbose=False): """Prettyprint an object. Either use the `pretty` library or the builtin `pprint`. """ try: from pretty import pretty return pretty(obj, verbose=verbose) except ImportError: from pprint import pformat return pformat(obj)	[ "def", "pformat", "(", "obj", ",", "verbose", "=", "False", ")", ":", "try", ":", "from", "pretty", "import", "pretty", "return", "pretty", "(", "obj", ",", "verbose", "=", "verbose", ")", "except", "ImportError", ":", "from", "pprint", "import", "pforma...	29.7	10.5
def __hook_dll(self, event): """ Hook the requested API calls (in self.apiHooks). This method is called automatically whenever a DLL is loaded. """ debug = event.debug pid = event.get_pid() for hook_api_stub in self.__get_hooks_for_dll(event): hook_...	[ "def", "__hook_dll", "(", "self", ",", "event", ")", ":", "debug", "=", "event", ".", "debug", "pid", "=", "event", ".", "get_pid", "(", ")", "for", "hook_api_stub", "in", "self", ".", "__get_hooks_for_dll", "(", "event", ")", ":", "hook_api_stub", ".", ...	33.6	14.2
def build_spec(user, repo, sha=None, prov=None, extraMetadata=[]): """Build grlc specification for the given github user / repo.""" loader = grlc.utils.getLoader(user, repo, sha=sha, prov=prov) files = loader.fetchFiles() raw_repo_uri = loader.getRawRepoUri() # Fetch all .rq files items = [] ...	[ "def", "build_spec", "(", "user", ",", "repo", ",", "sha", "=", "None", ",", "prov", "=", "None", ",", "extraMetadata", "=", "[", "]", ")", ":", "loader", "=", "grlc", ".", "utils", ".", "getLoader", "(", "user", ",", "repo", ",", "sha", "=", "sh...	45.275	27.275
def params(self): """Current interpolation parameter dictionary""" par = {"radius": self.radius, "sphere_index": self.sphere_index, "pha_offset": self.pha_offset, "center": [self.posx_offset, self.posy_offset] } return par	[ "def", "params", "(", "self", ")", ":", "par", "=", "{", "\"radius\"", ":", "self", ".", "radius", ",", "\"sphere_index\"", ":", "self", ".", "sphere_index", ",", "\"pha_offset\"", ":", "self", ".", "pha_offset", ",", "\"center\"", ":", "[", "self", ".",...	37.375	13.375
def overrides(method): ''' Meant to be used as class B: @overrides(A.m1) def m1(self): pass ''' def wrapper(func): if func.__name__ != method.__name__: msg = "Wrong @override: %r expected, but overwriting %r." msg = msg % (func.__name_...	[ "def", "overrides", "(", "method", ")", ":", "def", "wrapper", "(", "func", ")", ":", "if", "func", ".", "__name__", "!=", "method", ".", "__name__", ":", "msg", "=", "\"Wrong @override: %r expected, but overwriting %r.\"", "msg", "=", "msg", "%", "(", "func...	22.571429	22.190476
def search(description, all=False): """ Gets a list of :class:`language_tags.Subtag.Subtag` objects where the description matches. :param description: a string or compiled regular expression. For example: ``search(re.compile('\d{4}'))`` if the description of the returned subtag must...	[ "def", "search", "(", "description", ",", "all", "=", "False", ")", ":", "# If the input query is all lowercase, make a case-insensitive match.", "if", "isinstance", "(", "description", ",", "str", ")", ":", "list_to_string", "=", "lambda", "l", ":", "', '", ".", ...	54.939394	33.848485
def content(self, output=None, str_output=None, **kwargs): """Searches for `output` regex within HTML page. kwargs are passed to BeautifulSoup's find function to filter for tags.""" if self.response.mimetype != "text/html": raise Failure(_("expected request to return HTML, but it returned {}...	[ "def", "content", "(", "self", ",", "output", "=", "None", ",", "str_output", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "self", ".", "response", ".", "mimetype", "!=", "\"text/html\"", ":", "raise", "Failure", "(", "_", "(", "\"expected req...	51.3125	23.9375
def check_bucket_exists(self, bucket: str) -> bool: """ Checks if bucket with specified name exists. :param bucket: the bucket to be checked. :return: true if specified bucket exists. """ exists = True try: self.s3_client.head_bucket(Bucket=bucket) ...	[ "def", "check_bucket_exists", "(", "self", ",", "bucket", ":", "str", ")", "->", "bool", ":", "exists", "=", "True", "try", ":", "self", ".", "s3_client", ".", "head_bucket", "(", "Bucket", "=", "bucket", ")", "except", "botocore", ".", "exceptions", "."...	40.4375	14.4375
def _get_environs(self, prefix: str = None) -> dict: """ Fetches set environment variables if such exist, via the :func:`~notifiers.utils.helpers.dict_from_environs` Searches for `[PREFIX_NAME]_[PROVIDER_NAME]_[ARGUMENT]` for each of the arguments defined in the schema :param prefix: Th...	[ "def", "_get_environs", "(", "self", ",", "prefix", ":", "str", "=", "None", ")", "->", "dict", ":", "if", "not", "prefix", ":", "log", ".", "debug", "(", "\"using default environ prefix\"", ")", "prefix", "=", "DEFAULT_ENVIRON_PREFIX", "return", "dict_from_en...	54.416667	28.916667
def delete(self, historics_id): """ Delete one specified playback query. If the query is currently running, stop it. status_code is set to 204 on success Uses API documented at http://dev.datasift.com/docs/api/rest-api/endpoints/historicsdelete :param historics_id: playbac...	[ "def", "delete", "(", "self", ",", "historics_id", ")", ":", "return", "self", ".", "request", ".", "post", "(", "'delete'", ",", "data", "=", "dict", "(", "id", "=", "historics_id", ")", ")" ]	49.428571	26.928571
def get_all_publications(return_namedtuples=True): """ Get list publications from all available source. Args: return_namedtuples (bool, default True): Convert :class:`.Publication` structures to namedtuples (used in AMQP communication). Ret...	[ "def", "get_all_publications", "(", "return_namedtuples", "=", "True", ")", ":", "sources", "=", "[", "ben_cz", ".", "get_publications", ",", "grada_cz", ".", "get_publications", ",", "cpress_cz", ".", "get_publications", ",", "zonerpress_cz", ".", "get_publications...	28.193548	20.322581
def extend_children(self, parent, wanted_children, child_class, child_glossary=None): """ Extend the number of children so that the parent object contains wanted children. No child will be removed if wanted_children is smaller than the current number of children. """ from cms.api...	[ "def", "extend_children", "(", "self", ",", "parent", ",", "wanted_children", ",", "child_class", ",", "child_glossary", "=", "None", ")", ":", "from", "cms", ".", "api", "import", "add_plugin", "current_children", "=", "parent", ".", "get_num_children", "(", ...	55.25	23.083333
def record_ce_entries(self): # type: () -> bytes ''' Return a string representing the Rock Ridge entries in the Continuation Entry. Parameters: None. Returns: A string representing the Rock Ridge entry. ''' if not self._initialized: ...	[ "def", "record_ce_entries", "(", "self", ")", ":", "# type: () -> bytes", "if", "not", "self", ".", "_initialized", ":", "raise", "pycdlibexception", ".", "PyCdlibInternalError", "(", "'Rock Ridge extension not yet initialized'", ")", "return", "self", ".", "_record", ...	31.428571	25.857143
def save_user(self, request, user, form, commit=True): """ Saves a new `User` instance using information provided in the signup form. """ from .utils import user_username, user_email, user_field data = form.cleaned_data first_name = data.get('first_name') ...	[ "def", "save_user", "(", "self", ",", "request", ",", "user", ",", "form", ",", "commit", "=", "True", ")", ":", "from", ".", "utils", "import", "user_username", ",", "user_email", ",", "user_field", "data", "=", "form", ".", "cleaned_data", "first_name", ...	34.75	12.892857
def rosenbrock(x, y, a=1, b=100): """Bigger is better; global optimum at x=a, y=a*2""" return -1 ((a - x)*2 + b (y - x2)2)	[ "def", "rosenbrock", "(", "x", ",", "y", ",", "a", "=", "1", ",", "b", "=", "100", ")", ":", "return", "-", "1", "", "(", "(", "a", "-", "x", ")", "", "2", "+", "b", "", "(", "y", "-", "x", "", "2", ")", "", "2", ")" ]	46	5
def attenuation_curve(signal, resp, fs, calf, smooth_pts=99): """ Calculate an attenuation roll-off curve, from a signal and its recording :param signal: ouput signal delivered to the generation hardware :type signal: numpy.ndarray :param resp: recording of given signal, as recieved from microp...	[ "def", "attenuation_curve", "(", "signal", ",", "resp", ",", "fs", ",", "calf", ",", "smooth_pts", "=", "99", ")", ":", "# remove dc offset", "y", "=", "resp", "-", "np", ".", "mean", "(", "resp", ")", "x", "=", "signal", "# frequencies present in calibrat...	31.108696	19.282609
def create_tx(network, spendables, payables, fee="standard", lock_time=0, version=1): """ This function provides the easiest way to create an unsigned transaction. All coin values are in satoshis. :param spendables: a list of Spendable objects, which act as inputs. Each item in the list can be...	[ "def", "create_tx", "(", "network", ",", "spendables", ",", "payables", ",", "fee", "=", "\"standard\"", ",", "lock_time", "=", "0", ",", "version", "=", "1", ")", ":", "Tx", "=", "network", ".", "tx", "def", "_fix_spendable", "(", "s", ")", ":", "if...	41.55	25.45
def to_sympy_matrix(value): """ Converts value to a `sympy.Matrix` object, if possible. Leaves the value as `sympy.Matrix` if it already was :param value: value to convert :return: :rtype: `sympy.Matrix` """ if isinstance(value, sympy.Matrix): return value try: return...	[ "def", "to_sympy_matrix", "(", "value", ")", ":", "if", "isinstance", "(", "value", ",", "sympy", ".", "Matrix", ")", ":", "return", "value", "try", ":", "return", "sympy", ".", "Matrix", "(", "value", ")", "except", "ValueError", "as", "original_exception...	37.88	16.68
def moderate_view(self, request, object_id, extra_context=None): """ Handles moderate object tool through a somewhat hacky changelist view whose queryset is altered via CommentAdmin.get_changelist to only list comments for the object under review. """ opts = self.model._m...	[ "def", "moderate_view", "(", "self", ",", "request", ",", "object_id", ",", "extra_context", "=", "None", ")", ":", "opts", "=", "self", ".", "model", ".", "_meta", "app_label", "=", "opts", ".", "app_label", "view", "=", "CommentAdmin", "(", "model", "=...	36.333333	19.666667
def list_pkgs(versions_as_list=False, *kwargs): ''' List the packages currently installed as a dict: .. code-block:: python {'<package_name>': '<version>'} CLI Example: .. code-block:: bash salt '' pkg.list_pkgs ''' versions_as_list = salt.utils.data.is_true(versions_a...	[ "def", "list_pkgs", "(", "versions_as_list", "=", "False", ",", "", "", "kwargs", ")", ":", "versions_as_list", "=", "salt", ".", "utils", ".", "data", ".", "is_true", "(", "versions_as_list", ")", "# not yet implemented or not applicable", "if", "any", "(", ...	30.82	19.3
async def get_entry(self, entry): """ GET /api/entries/{entry}.{_format} Retrieve a single entry :param entry: \w+ an integer The Entry ID :return data related to the ext """ params = {'access_token': self.token} url = '/api/entries/{entry}.{ext}'.format...	[ "async", "def", "get_entry", "(", "self", ",", "entry", ")", ":", "params", "=", "{", "'access_token'", ":", "self", ".", "token", "}", "url", "=", "'/api/entries/{entry}.{ext}'", ".", "format", "(", "entry", "=", "entry", ",", "ext", "=", "self", ".", ...	34	13.384615
def _fill_function(*args): """Fills in the rest of function data into the skeleton function object The skeleton itself is create by _make_skel_func(). """ if len(args) == 2: func = args[0] state = args[1] elif len(args) == 5: # Backwards compat for cloudpickle v0.4.0, after ...	[ "def", "_fill_function", "(", "*", "args", ")", ":", "if", "len", "(", "args", ")", "==", "2", ":", "func", "=", "args", "[", "0", "]", "state", "=", "args", "[", "1", "]", "elif", "len", "(", "args", ")", "==", "5", ":", "# Backwards compat for ...	39.185185	18.333333
def set_params(w, src): """ Set source parameters. """ params = extract_source_params(src) # this is done because for characteristic sources geometry is in # 'surface' attribute params.update(extract_geometry_params(src)) mfd_pars, rate_pars = extract_mfd_params(src) params.update(m...	[ "def", "set_params", "(", "w", ",", "src", ")", ":", "params", "=", "extract_source_params", "(", "src", ")", "# this is done because for characteristic sources geometry is in", "# 'surface' attribute", "params", ".", "update", "(", "extract_geometry_params", "(", "src", ...	28.428571	17.357143
def write_job(self,fh): """ Write the DAG entry for this node's job to the DAG file descriptor. @param fh: descriptor of open DAG file. """ if isinstance(self.job(),CondorDAGManJob): # create an external subdag from this dag fh.write( ' '.join( ['SUBDAG EXTERNAL', self.__name, se...	[ "def", "write_job", "(", "self", ",", "fh", ")", ":", "if", "isinstance", "(", "self", ".", "job", "(", ")", ",", "CondorDAGManJob", ")", ":", "# create an external subdag from this dag", "fh", ".", "write", "(", "' '", ".", "join", "(", "[", "'SUBDAG EXTE...	37.882353	17.058824
def load(filename): """Load variable from Pickle file Args: path (str): path of the file to load Returns: variable read from path """ fileObj = open(filename, 'rb') variable = pickle.load(fileObj) fileObj.close() return variable	[ "def", "load", "(", "filename", ")", ":", "fileObj", "=", "open", "(", "filename", ",", "'rb'", ")", "variable", "=", "pickle", ".", "load", "(", "fileObj", ")", "fileObj", ".", "close", "(", ")", "return", "variable" ]	20.769231	17.076923
def writeSwarmDescription(self, csvPath, outPath, predictedField=None, swarmParams=None): """ Writes swarm description file (JSON). :param csvPath: path to CSV data :param outPath: absolute or relative file path to write swarm JSON file :param predictedField: (string) :para...	[ "def", "writeSwarmDescription", "(", "self", ",", "csvPath", ",", "outPath", ",", "predictedField", "=", "None", ",", "swarmParams", "=", "None", ")", ":", "if", "self", ".", "_confluence", "is", "None", ":", "raise", "Exception", "(", "\"Missing Confluence! C...	42.25	11.85
def NoSuchEntityOk(f): """ Decorator to remove NoSuchEntity exceptions, and raises all others. """ def ExceptionFilter(args): try: return f(args) except boto.exception.BotoServerError as e: if e.error_code == 'NoSuchEntity': pass else: raise except: raise ...	[ "def", "NoSuchEntityOk", "(", "f", ")", ":", "def", "ExceptionFilter", "(", "", "args", ")", ":", "try", ":", "return", "f", "(", "", "args", ")", "except", "boto", ".", "exception", ".", "BotoServerError", "as", "e", ":", "if", "e", ".", "error_co...	24.571429	19.071429
def to_dict(self, save_data=True): """ Convert the object into a json serializable dictionary. Note: It uses the private method _save_to_input_dict of the parent. :param boolean save_data: if true, it adds the training data self.X and self.Y to the dictionary :return dict: json ...	[ "def", "to_dict", "(", "self", ",", "save_data", "=", "True", ")", ":", "input_dict", "=", "super", "(", "GP", ",", "self", ")", ".", "_save_to_input_dict", "(", ")", "input_dict", "[", "\"class\"", "]", "=", "\"GPy.core.GP\"", "if", "not", "save_data", ...	45.424242	19.727273
def DbGetAttributeAlias(self, argin): """ Get the attribute name for the given alias. If alias not found in database, returns an empty string. :param argin: The attribute alias name :type: tango.DevString :return: The attribute name (device/attribute) :rtype: tango.DevSt...	[ "def", "DbGetAttributeAlias", "(", "self", ",", "argin", ")", ":", "self", ".", "_log", ".", "debug", "(", "\"In DbGetAttributeAlias()\"", ")", "return", "self", ".", "db", ".", "get_attribute_alias", "(", "argin", ")" ]	42.1	11.7
def cutout(im, n_holes, length): """ Cut out n_holes number of square holes of size length in image at random locations. Holes may overlap. """ r,c,*_ = im.shape mask = np.ones((r, c), np.int32) for n in range(n_holes): y = np.random.randint(0, r) x = np.random.randint(0, c) y1 ...	[ "def", "cutout", "(", "im", ",", "n_holes", ",", "length", ")", ":", "r", ",", "c", ",", "", "*", "_", "=", "im", ".", "shape", "mask", "=", "np", ".", "ones", "(", "(", "r", ",", "c", ")", ",", "np", ".", "int32", ")", "for", "n", "in", ...	34.235294	13.411765
def __handle_changed_state(self, state): """ we need to pack a struct with the following five numbers: tv_sec, tv_usec, ev_type, code, value then write it using __write_to_character_device seconds, mircroseconds, ev_type, code, value time we just use now ev_type...	[ "def", "__handle_changed_state", "(", "self", ",", "state", ")", ":", "timeval", "=", "self", ".", "__get_timeval", "(", ")", "events", "=", "self", ".", "__get_button_events", "(", "state", ",", "timeval", ")", "events", ".", "extend", "(", "self", ".", ...	36.052632	14.684211
def cover(self, pageid): """ Get a cover image given a page id. :param str pageid: The pageid for the light novel you want a cover image for :return str: the image url """ r = requests.get(self.api, params={'action': 'query', 'prop': 'pageimages'...	[ "def", "cover", "(", "self", ",", "pageid", ")", ":", "r", "=", "requests", ".", "get", "(", "self", ".", "api", ",", "params", "=", "{", "'action'", ":", "'query'", ",", "'prop'", ":", "'pageimages'", ",", "'pageids'", ":", "pageid", ",", "'format'"...	47.055556	22.5
def waitForOSState(rh, userid, desiredState, maxQueries=90, sleepSecs=5): """ Wait for the virtual OS to go into the indicated state. Input: Request Handle userid whose state is to be monitored Desired state, 'up' or 'down', case sensitive Maximum attempts to wait for desired st...	[ "def", "waitForOSState", "(", "rh", ",", "userid", ",", "desiredState", ",", "maxQueries", "=", "90", ",", "sleepSecs", "=", "5", ")", ":", "rh", ".", "printSysLog", "(", "\"Enter vmUtils.waitForOSState, userid: \"", "+", "userid", "+", "\" state: \"", "+", "d...	30.790323	20.854839
def get_configs(self): """ Return a list of all installed configs. """ self.check_configs_ready() result = [] for bot in self.bots.values(): result.extend(list(bot.get_models())) return result	[ "def", "get_configs", "(", "self", ")", ":", "self", ".", "check_configs_ready", "(", ")", "result", "=", "[", "]", "for", "bot", "in", "self", ".", "bots", ".", "values", "(", ")", ":", "result", ".", "extend", "(", "list", "(", "bot", ".", "get_m...	25.2	12.2
def confd_state_smp_number_of_threads(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") confd_state = ET.SubElement(config, "confd-state", xmlns="http://tail-f.com/yang/confd-monitoring") smp = ET.SubElement(confd_state, "smp") number_of_threads = ...	[ "def", "confd_state_smp_number_of_threads", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "confd_state", "=", "ET", ".", "SubElement", "(", "config", ",", "\"confd-state\"", ",", "xmlns", "=", ...	45.909091	18.909091
def get_task_list(self): """ Queries the GenePattern server and returns a list of GPTask objects, each representing one of the modules installed on the server. Useful for determining which are available on the server. """ request = urllib.request.Request(self.url + '/rest...	[ "def", "get_task_list", "(", "self", ")", ":", "request", "=", "urllib", ".", "request", ".", "Request", "(", "self", ".", "url", "+", "'/rest/v1/tasks/all.json'", ")", "if", "self", ".", "authorization_header", "(", ")", "is", "not", "None", ":", "request...	47.894737	17.473684
def fetch(self, collection, **kwargs): ''' return one record from the collection whose parameters match kwargs --- kwargs should be a dictionary whose keys match column names (in traditional SQL / fields in NoSQL) and whose values are the values of those fields. e...	[ "def", "fetch", "(", "self", ",", "collection", ",", "", "", "kwargs", ")", ":", "callback", "=", "kwargs", ".", "pop", "(", "'callback'", ")", "data", "=", "yield", "Op", "(", "self", ".", "db", "[", "collection", "]", ".", "find_one", ",", "kwa...	41.916667	22.916667
def hide_intf_loopback_holder_interface_loopback_ip_ip_config_address_address(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") hide_intf_loopback_holder = ET.SubElement(config, "hide-intf-loopback-holder", xmlns="urn:brocade.com:mgmt:brocade-intf-loopback") ...	[ "def", "hide_intf_loopback_holder_interface_loopback_ip_ip_config_address_address", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "hide_intf_loopback_holder", "=", "ET", ".", "SubElement", "(", "config", ...	52.823529	21.470588
def upload(ctx, product, git_ref, dirname, aws_id, aws_secret, ci_env, on_travis_push, on_travis_pr, on_travis_api, on_travis_cron, skip_upload): """Upload a new site build to LSST the Docs. """ logger = logging.getLogger(__name__) if skip_upload: click.echo('Skipping ltd ...	[ "def", "upload", "(", "ctx", ",", "product", ",", "git_ref", ",", "dirname", ",", "aws_id", ",", "aws_secret", ",", "ci_env", ",", "on_travis_push", ",", "on_travis_pr", ",", "on_travis_api", ",", "on_travis_cron", ",", "skip_upload", ")", ":", "logger", "="...	32.672414	18.896552
def _create_sequences(self, func, iterable, chunksize, collector=None): """ Create the WorkUnit objects to process and pushes them on the work queue. Each work unit is meant to process a slice of iterable of size chunksize. If collector is specified, then the ApplyResult objects ...	[ "def", "_create_sequences", "(", "self", ",", "func", ",", "iterable", ",", "chunksize", ",", "collector", "=", "None", ")", ":", "assert", "not", "self", ".", "_closed", "# No lock here. We assume it's atomic...", "sequences", "=", "[", "]", "results", "=", "...	36.588235	16.764706
def get_trips(self, authentication_info, start, end): """Get trips for this device between start and end.""" import requests if (authentication_info is None or not authentication_info.is_valid()): return [] data_url = "https://api.ritassist.nl/api/trips/GetTrips...	[ "def", "get_trips", "(", "self", ",", "authentication_info", ",", "start", ",", "end", ")", ":", "import", "requests", "if", "(", "authentication_info", "is", "None", "or", "not", "authentication_info", ".", "is_valid", "(", ")", ")", ":", "return", "[", "...	36.105263	19.052632
def format_search_results(self, search_results): """Format search results. Args: search_results (list of `ResourceSearchResult`): Search to format. Returns: List of 2-tuple: Text and color to print in. """ formatted_lines = [] for search_result ...	[ "def", "format_search_results", "(", "self", ",", "search_results", ")", ":", "formatted_lines", "=", "[", "]", "for", "search_result", "in", "search_results", ":", "lines", "=", "self", ".", "_format_search_result", "(", "search_result", ")", "formatted_lines", "...	28.6875	20.0625
def pause(self): """ Sends a "play" command to the player. """ msg = cr.Message() msg.type = cr.PAUSE self.send_message(msg)	[ "def", "pause", "(", "self", ")", ":", "msg", "=", "cr", ".", "Message", "(", ")", "msg", ".", "type", "=", "cr", ".", "PAUSE", "self", ".", "send_message", "(", "msg", ")" ]	23.714286	9.428571
def customers(self): ''' List both any individuals signed up via the registration and payment system, and any individuals signed up without payment. ''' return Customer.objects.filter( Q(privatelessoncustomer__lesson=self) \| Q(registration__eventregistrati...	[ "def", "customers", "(", "self", ")", ":", "return", "Customer", ".", "objects", ".", "filter", "(", "Q", "(", "privatelessoncustomer__lesson", "=", "self", ")", "\|", "Q", "(", "registration__eventregistration__event", "=", "self", ")", ")", ".", "distinct", ...	38.666667	20.666667
def from_string(cls, dataset_id, default_project=None): """Construct a dataset reference from dataset ID string. Args: dataset_id (str): A dataset ID in standard SQL format. If ``default_project`` is not specified, this must included both the project ID and ...	[ "def", "from_string", "(", "cls", ",", "dataset_id", ",", "default_project", "=", "None", ")", ":", "output_dataset_id", "=", "dataset_id", "output_project_id", "=", "default_project", "parts", "=", "dataset_id", ".", "split", "(", "\".\"", ")", "if", "len", "...	39.022222	21.133333
def decode_spans(self, spans): """Decodes an encoded list of spans. :param spans: encoded list of spans :type spans: bytes :return: list of spans :rtype: list of Span """ decoded_spans = [] transport = TMemoryBuffer(spans) if six.byte2int(spans) ...	[ "def", "decode_spans", "(", "self", ",", "spans", ")", ":", "decoded_spans", "=", "[", "]", "transport", "=", "TMemoryBuffer", "(", "spans", ")", "if", "six", ".", "byte2int", "(", "spans", ")", "==", "TType", ".", "STRUCT", ":", "_", ",", "size", "=...	29.190476	14.47619
def _add_input_state(self, node, input_state): """ Add the input state to all successors of the given node. :param node: The node whose successors' input states will be touched. :param input_state: The state that will be added to successors of the node. :return: ...	[ "def", "_add_input_state", "(", "self", ",", "node", ",", "input_state", ")", ":", "successors", "=", "self", ".", "_graph_visitor", ".", "successors", "(", "node", ")", "for", "succ", "in", "successors", ":", "if", "succ", "in", "self", ".", "_state_map",...	39.5625	23.3125
def has_unknown_attachment_error(self, page_id): """ Check has unknown attachment error on page :param page_id: :return: """ unknown_attachment_identifier = 'plugins/servlet/confluence/placeholder/unknown-attachment' result = self.get_page_by_id(page_id, expand='b...	[ "def", "has_unknown_attachment_error", "(", "self", ",", "page_id", ")", ":", "unknown_attachment_identifier", "=", "'plugins/servlet/confluence/placeholder/unknown-attachment'", "result", "=", "self", ".", "get_page_by_id", "(", "page_id", ",", "expand", "=", "'body.view'"...	43.428571	21.142857
def execute_concurrent_with_args(session, statement, parameters, args, *kwargs): """ Like :meth:`~cassandra.concurrent.execute_concurrent()`, but takes a single statement and a sequence of parameters. Each item in ``parameters`` should be a sequence or :const:`None`. Example usage:: sta...	[ "def", "execute_concurrent_with_args", "(", "session", ",", "statement", ",", "parameters", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "return", "execute_concurrent", "(", "session", ",", "zip", "(", "cycle", "(", "(", "statement", ",", ")", ")",...	47.076923	27.692308
def calc_max_bits(self, signed, values): """ Calculates the maximim needed bits to represent a value """ b = 0 vmax = -10000000 for val in values: if signed: b = b \| val if val >= 0 else b \| ~val << 1 vmax = val if vmax < val else vmax...	[ "def", "calc_max_bits", "(", "self", ",", "signed", ",", "values", ")", ":", "b", "=", "0", "vmax", "=", "-", "10000000", "for", "val", "in", "values", ":", "if", "signed", ":", "b", "=", "b", "\|", "val", "if", "val", ">=", "0", "else", "b", "\|...	31.823529	16.941176
def ProcessFile(filename, vlevel, extra_check_functions=None): """Does google-lint on a single file. Args: filename: The name of the file to parse. vlevel: The level of errors to report. Every error of confidence >= verbose_level will be reported. 0 is a good default. extra_check_functions: An ...	[ "def", "ProcessFile", "(", "filename", ",", "vlevel", ",", "extra_check_functions", "=", "None", ")", ":", "_SetVerboseLevel", "(", "vlevel", ")", "_BackupFilters", "(", ")", "if", "not", "ProcessConfigOverrides", "(", "filename", ")", ":", "_RestoreFilters", "(...	39.505263	23.126316
def _get_err_msg(row, col, fld, val, prt_flds): """Return an informative message with details of xlsx write attempt.""" import traceback traceback.print_exc() err_msg = ( "ROW({R}) COL({C}) FIELD({F}) VAL({V})\n".format(R=row, C=col, F=fld, V=val), "PRINT FIELDS({...	[ "def", "_get_err_msg", "(", "row", ",", "col", ",", "fld", ",", "val", ",", "prt_flds", ")", ":", "import", "traceback", "traceback", ".", "print_exc", "(", ")", "err_msg", "=", "(", "\"ROW({R}) COL({C}) FIELD({F}) VAL({V})\\n\"", ".", "format", "(", "R", "=...	50.375	19.25
def restart(name, no_block=False, unmask=False, unmask_runtime=False): ''' .. versionchanged:: 2015.8.12,2016.3.3,2016.11.0 On minions running systemd>=205, `systemd-run(1)`_ is now used to isolate commands run by this function from the ``salt-minion`` daemon's control group. This is don...	[ "def", "restart", "(", "name", ",", "no_block", "=", "False", ",", "unmask", "=", "False", ",", "unmask_runtime", "=", "False", ")", ":", "_check_for_unit_changes", "(", "name", ")", "_check_unmask", "(", "name", ",", "unmask", ",", "unmask_runtime", ")", ...	39.425926	27.425926
def relative_redirect_n_times(n): """Relatively 302 Redirects n times. --- tags: - Redirects parameters: - in: path name: n type: int produces: - text/html responses: 302: description: A redirection. """ assert n > 0 response = app.ma...	[ "def", "relative_redirect_n_times", "(", "n", ")", ":", "assert", "n", ">", "0", "response", "=", "app", ".", "make_response", "(", "\"\"", ")", "response", ".", "status_code", "=", "302", "if", "n", "==", "1", ":", "response", ".", "headers", "[", "\"...	20.037037	23.037037
def read(self): """ Return a list of `KeyPress` instances. It won't return anything when there was nothing to read. (This function doesn't block.) http://msdn.microsoft.com/en-us/library/windows/desktop/ms684961(v=vs.85).aspx """ max_count = 2048 # Max events to read a...	[ "def", "read", "(", "self", ")", ":", "max_count", "=", "2048", "# Max events to read at the same time.", "read", "=", "DWORD", "(", "0", ")", "arrtype", "=", "INPUT_RECORD", "*", "max_count", "input_records", "=", "arrtype", "(", ")", "# Get next batch of input e...	37	19.571429
def update(self, _attributes=None, **attributes): """ Update the parent model on the relationship. :param attributes: The update attributes :type attributes: dict :rtype: mixed """ if _attributes is not None: attributes.update(_attributes) i...	[ "def", "update", "(", "self", ",", "_attributes", "=", "None", ",", "", "", "attributes", ")", ":", "if", "_attributes", "is", "not", "None", ":", "attributes", ".", "update", "(", "_attributes", ")", "instance", "=", "self", ".", "get_results", "(", ...	25.533333	15.666667
def gray2bgr(img): """Convert a grayscale image to BGR image. Args: img (ndarray or str): The input image. Returns: ndarray: The converted BGR image. """ img = img[..., None] if img.ndim == 2 else img out_img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR) return out_img	[ "def", "gray2bgr", "(", "img", ")", ":", "img", "=", "img", "[", "...", ",", "None", "]", "if", "img", ".", "ndim", "==", "2", "else", "img", "out_img", "=", "cv2", ".", "cvtColor", "(", "img", ",", "cv2", ".", "COLOR_GRAY2BGR", ")", "return", "o...	24.833333	17.583333
def fingerprint2keyid(fingerprint): """Returns keyid from fingerprint for private keys""" if gnupg is None: return gpg = gnupg.GPG() private_keys = gpg.list_keys(True) keyid = None for private_key in private_keys: if private_key['fingerprint'] == config["gpg_key_fingerprint"]:...	[ "def", "fingerprint2keyid", "(", "fingerprint", ")", ":", "if", "gnupg", "is", "None", ":", "return", "gpg", "=", "gnupg", ".", "GPG", "(", ")", "private_keys", "=", "gpg", ".", "list_keys", "(", "True", ")", "keyid", "=", "None", "for", "private_key", ...	23.875	21.0625
def format_field(self, value: Any, spec: str) -> str: """Method of string.Formatter that specifies the output of format().""" from cirq import ops # HACK: avoids cyclic dependency. if isinstance(value, (float, int)): if isinstance(value, float): value = round(value, ...	[ "def", "format_field", "(", "self", ",", "value", ":", "Any", ",", "spec", ":", "str", ")", "->", "str", ":", "from", "cirq", "import", "ops", "# HACK: avoids cyclic dependency.", "if", "isinstance", "(", "value", ",", "(", "float", ",", "int", ")", ")",...	47.6	10.066667
def celery_enable_all(): """Enable johnny-cache in all celery tasks, clearing the local-store after each task.""" from celery.signals import task_prerun, task_postrun, task_failure task_prerun.connect(prerun_handler) task_postrun.connect(postrun_handler) # Also have to cleanup on failure. ta...	[ "def", "celery_enable_all", "(", ")", ":", "from", "celery", ".", "signals", "import", "task_prerun", ",", "task_postrun", ",", "task_failure", "task_prerun", ".", "connect", "(", "prerun_handler", ")", "task_postrun", ".", "connect", "(", "postrun_handler", ")", ...	43.5	6.375
def pass_conditions(all_info, current_path, conditions, unknown_as_pass_condition = False): """ Pass all conditions? :param all_info: :param current_path: :param conditions: :param unknown_as_pass_condition: Consider an undetermined condition as passed :return: """ result = False ...	[ "def", "pass_conditions", "(", "all_info", ",", "current_path", ",", "conditions", ",", "unknown_as_pass_condition", "=", "False", ")", ":", "result", "=", "False", "if", "len", "(", "conditions", ")", "==", "0", ":", "return", "True", "condition_operator", "=...	40.888889	22.933333
def tostring(self): """Return the string representation of the job description XML.""" root = self.as_element() indent(root) txt = ET.tostring(root, encoding="utf-8") # Now remove the tokens used to order the attributes. txt = re.sub(r'_[A-Z]_','',txt) txt = '<?xm...	[ "def", "tostring", "(", "self", ")", ":", "root", "=", "self", ".", "as_element", "(", ")", "indent", "(", "root", ")", "txt", "=", "ET", ".", "tostring", "(", "root", ",", "encoding", "=", "\"utf-8\"", ")", "# Now remove the tokens used to order the attribu...	41.555556	13.777778
def error(self, exc): """ log an error message: :param exc: exception message """ msg = 'trying to execute a step in the environment: \n' \ ' - Exception: %s' % exc if self.logger is not None: self.logger.error(msg) self.by_cons...	[ "def", "error", "(", "self", ",", "exc", ")", ":", "msg", "=", "'trying to execute a step in the environment: \\n'", "' - Exception: %s'", "%", "exc", "if", "self", ".", "logger", "is", "not", "None", ":", "self", ".", "logger", ".", "error", "(", "m...	34	8.6
def list_storage_accounts_rg(access_token, subscription_id, rgname): '''List the storage accounts in the specified resource group. Args: access_token (str): A valid Azure authentication token. subscription_id (str): Azure subscription id. rgname (str): Azure resource group name. Re...	[ "def", "list_storage_accounts_rg", "(", "access_token", ",", "subscription_id", ",", "rgname", ")", ":", "endpoint", "=", "''", ".", "join", "(", "[", "get_rm_endpoint", "(", ")", ",", "'/subscriptions/'", ",", "subscription_id", ",", "'/resourcegroups/'", ",", ...	41.235294	21.470588
def _get_versions(config=None): """Retrieve details on all programs available on the system. """ try: from bcbio.pipeline import version if hasattr(version, "__version__"): bcbio_version = ("%s-%s" % (version.__version__, version.__git_revision__) if ...	[ "def", "_get_versions", "(", "config", "=", "None", ")", ":", "try", ":", "from", "bcbio", ".", "pipeline", "import", "version", "if", "hasattr", "(", "version", ",", "\"__version__\"", ")", ":", "bcbio_version", "=", "(", "\"%s-%s\"", "%", "(", "version",...	43.933333	19.433333
def split_camel_case(text) -> list: """Splits words from CamelCase text.""" return list(reduce( lambda a, b: (a + [b] if b.isupper() else a[:-1] + [a[-1] + b]), text, [] ))	[ "def", "split_camel_case", "(", "text", ")", "->", "list", ":", "return", "list", "(", "reduce", "(", "lambda", "a", ",", "b", ":", "(", "a", "+", "[", "b", "]", "if", "b", ".", "isupper", "(", ")", "else", "a", "[", ":", "-", "1", "]", "+", ...	28.857143	20.714286
def _find_key_cols(df): """Identify columns in a DataFrame that could be a unique key""" keys = [] for col in df: if len(df[col].unique()) == len(df[col]): keys.append(col) return keys	[ "def", "_find_key_cols", "(", "df", ")", ":", "keys", "=", "[", "]", "for", "col", "in", "df", ":", "if", "len", "(", "df", "[", "col", "]", ".", "unique", "(", ")", ")", "==", "len", "(", "df", "[", "col", "]", ")", ":", "keys", ".", "appe...	27.25	18.5
def schedule(self, time_or_delta, args, *kwargs): """ A function to schedule running a RQ job at a given time or after a given timespan:: @rq.job def add(x, y): return x + y add.schedule(timedelta(hours=2), 1, 2, timeout=10) add...	[ "def", "schedule", "(", "self", ",", "time_or_delta", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "queue_name", "=", "kwargs", ".", "pop", "(", "'queue'", ",", "self", ".", "queue_name", ")", "timeout", "=", "kwargs", ".", "pop", "(", "'time...	34.691358	20.962963
def fetch(args: List[str], env: Dict[str, str] = None, encoding: str = sys.getdefaultencoding()) -> str: """ Run a command and returns its stdout. Args: args: the command-line arguments env: the operating system environment to use encoding: the encoding to use for ``stdout...	[ "def", "fetch", "(", "args", ":", "List", "[", "str", "]", ",", "env", ":", "Dict", "[", "str", ",", "str", "]", "=", "None", ",", "encoding", ":", "str", "=", "sys", ".", "getdefaultencoding", "(", ")", ")", "->", "str", ":", "stdout", ",", "_...	29	17.333333
def login(): """View function for login view""" form_class = _security.login_form if request.is_json: form = form_class(MultiDict(request.get_json())) else: form = form_class(request.form) if form.validate_on_submit(): login_user(form.user, remember=form.remember.data) ...	[ "def", "login", "(", ")", ":", "form_class", "=", "_security", ".", "login_form", "if", "request", ".", "is_json", ":", "form", "=", "form_class", "(", "MultiDict", "(", "request", ".", "get_json", "(", ")", ")", ")", "else", ":", "form", "=", "form_cl...	30.608696	21.826087
def K_plug_valve_Crane(D1, D2, angle, fd=None, style=0): r'''Returns the loss coefficient for a plug valve or cock valve as shown in [1]_. If β = 1: .. math:: K = K_1 = K_2 = Nf_d Otherwise: .. math:: K_2 = \frac{K + 0.5\sqrt{\sin\frac{\theta}{2}}(1-\b...	[ "def", "K_plug_valve_Crane", "(", "D1", ",", "D2", ",", "angle", ",", "fd", "=", "None", ",", "style", "=", "0", ")", ":", "if", "fd", "is", "None", ":", "fd", "=", "ft_Crane", "(", "D2", ")", "beta", "=", "D1", "/", "D2", "try", ":", "K", "=...	31.101449	27.884058
def int_to_base36(i): """ Django on py2 raises ValueError on large values. """ if six.PY2: char_set = '0123456789abcdefghijklmnopqrstuvwxyz' if i < 0: raise ValueError("Negative base36 conversion input.") if not isinstance(i, six.integer_types): raise Type...	[ "def", "int_to_base36", "(", "i", ")", ":", "if", "six", ".", "PY2", ":", "char_set", "=", "'0123456789abcdefghijklmnopqrstuvwxyz'", "if", "i", "<", "0", ":", "raise", "ValueError", "(", "\"Negative base36 conversion input.\"", ")", "if", "not", "isinstance", "(...	30.6	16.1
def aggregate(table, metrics=None, by=None, having=None, **kwds): """ Aggregate a table with a given set of reductions, with grouping expressions, and post-aggregation filters. Parameters ---------- table : table expression metrics : expression or expression list by : optional, default ...	[ "def", "aggregate", "(", "table", ",", "metrics", "=", "None", ",", "by", "=", "None", ",", "having", "=", "None", ",", "", "", "kwds", ")", ":", "if", "metrics", "is", "None", ":", "metrics", "=", "[", "]", "for", "k", ",", "v", "in", "sorte...	25.740741	18.333333
async def parseResults(self, api_data): """ See CoverSource.parseResults. """ results = [] # parse HTML and get results parser = lxml.etree.HTMLParser() html = lxml.etree.XML(api_data.decode("latin-1"), parser) for rank, result in enumerate(__class__.RESULTS_SELECTOR(html), 1): # extract...	[ "async", "def", "parseResults", "(", "self", ",", "api_data", ")", ":", "results", "=", "[", "]", "# parse HTML and get results", "parser", "=", "lxml", ".", "etree", ".", "HTMLParser", "(", ")", "html", "=", "lxml", ".", "etree", ".", "XML", "(", "api_d...	37.632653	18.306122
def _iget_item_cache(self, item): """Return the cached item, item represents a positional indexer.""" ax = self._info_axis if ax.is_unique: lower = self._get_item_cache(ax[item]) else: lower = self._take(item, axis=self._info_axis_number) return lower	[ "def", "_iget_item_cache", "(", "self", ",", "item", ")", ":", "ax", "=", "self", ".", "_info_axis", "if", "ax", ".", "is_unique", ":", "lower", "=", "self", ".", "_get_item_cache", "(", "ax", "[", "item", "]", ")", "else", ":", "lower", "=", "self",...	38.5	14.625
def replace(self, **kwargs): """ Return: a new :class:`Location` with specific ``kwargs`` replacing their corresponding values. Using BlockUsageLocator's replace function results in a mismatch of __init__ args and kwargs. Replace tries to instantiate a Location object wi...	[ "def", "replace", "(", "self", ",", "", "", "kwargs", ")", ":", "# NOTE: Deprecation value is hard coded as True in __init__ and therefore does not need to be passed through.", "return", "Location", "(", "kwargs", ".", "pop", "(", "'org'", ",", "self", ".", "course_key...	47.166667	23.722222
def check_sweep(abf,sweep=None,dT=.1): """Plotting for an eyeball check of AP detection in the given sweep.""" if abf.APs is None: APs=[] else: APs=cm.matrixToDicts(abf.APs) if sweep is None or len(sweep)==0: #find the first sweep with >5APs in it for sweepNum in range(abf.sweep...	[ "def", "check_sweep", "(", "abf", ",", "sweep", "=", "None", ",", "dT", "=", ".1", ")", ":", "if", "abf", ".", "APs", "is", "None", ":", "APs", "=", "[", "]", "else", ":", "APs", "=", "cm", ".", "matrixToDicts", "(", "abf", ".", "APs", ")", "...	38.173077	17.076923
def make_grid(tensor, nrow=8, padding=2, pad_value=0): """Make a grid of images, via numpy. Args: tensor (Tensor or list): 4D mini-batch Tensor of shape (B x C x H x W) or a list of images all of the same size. nrow (int, optional): Number of images displayed in each row of the grid...	[ "def", "make_grid", "(", "tensor", ",", "nrow", "=", "8", ",", "padding", "=", "2", ",", "pad_value", "=", "0", ")", ":", "if", "not", "(", "isinstance", "(", "tensor", ",", "np", ".", "ndarray", ")", "or", "(", "isinstance", "(", "tensor", ",", ...	41.469388	24.795918
def gen_key(self, input): """Generate a GnuPG key through batch file key generation. See :meth:`GPG.gen_key_input()` for creating the control input. >>> import gnupg >>> gpg = gnupg.GPG(homedir="doctests") >>> key_input = gpg.gen_key_input() >>> key = gpg.gen_key(key_inp...	[ "def", "gen_key", "(", "self", ",", "input", ")", ":", "args", "=", "[", "\"--gen-key --cert-digest-algo SHA512 --batch\"", "]", "key", "=", "self", ".", "_result_map", "[", "'generate'", "]", "(", "self", ")", "f", "=", "_make_binary_stream", "(", "input", ...	39.957447	18.191489
def init_db(self, db_path): '''initialize the database, with the default database path or custom of the format sqlite:////scif/data/expfactory.db The custom path can be set with the environment variable SREGISTRY_DATABASE when a user creates the client, we must initialize this db the database s...	[ "def", "init_db", "(", "self", ",", "db_path", ")", ":", "# Database Setup, use default if uri not provided", "self", ".", "database", "=", "'sqlite:///%s'", "%", "db_path", "self", ".", "storage", "=", "SREGISTRY_STORAGE", "bot", ".", "debug", "(", "\"Database loca...	42.535714	24.392857
def downsample(vector, factor): """ downsample(vector, factor): Downsample (by averaging) a vector by an integer factor. """ if (len(vector) % factor): print "Length of 'vector' is not divisible by 'factor'=%d!" % factor return 0 vector.shape = (len(vector) / factor, factor) ...	[ "def", "downsample", "(", "vector", ",", "factor", ")", ":", "if", "(", "len", "(", "vector", ")", "%", "factor", ")", ":", "print", "\"Length of 'vector' is not divisible by 'factor'=%d!\"", "%", "factor", "return", "0", "vector", ".", "shape", "=", "(", "l...	34.8	12.4
def _choice_from(self, key: str) -> str: """Choice random element.""" data = self._data[key] return self.random.choice(data)	[ "def", "_choice_from", "(", "self", ",", "key", ":", "str", ")", "->", "str", ":", "data", "=", "self", ".", "_data", "[", "key", "]", "return", "self", ".", "random", ".", "choice", "(", "data", ")" ]	36.25	2.75
def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'examples') and self.examples is not None: _dict['examples'] = [x._to_dict() for x in self.examples] if hasattr(self, 'pagination') and self.pagination is not None: ...	[ "def", "_to_dict", "(", "self", ")", ":", "_dict", "=", "{", "}", "if", "hasattr", "(", "self", ",", "'examples'", ")", "and", "self", ".", "examples", "is", "not", "None", ":", "_dict", "[", "'examples'", "]", "=", "[", "x", ".", "_to_dict", "(", ...	48.375	21.25
def get_logs(self, id, **kwargs): """ Gets logs for specific Build Record This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please define a `callback` function to be invoked when receiving the response. >>> def callbac...	[ "def", "get_logs", "(", "self", ",", "id", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'callback'", ")", ":", "return", "self", ".", "get_logs_with_http_info", "(", "id...	38.6	15.8
def install(self, install_options, global_options=(), args, *kwargs): """ Install everything in this set (after having downloaded and unpacked the packages) """ to_install = self._to_install() if to_install: logger.info( 'Installing collecte...	[ "def", "install", "(", "self", ",", "install_options", ",", "global_options", "=", "(", ")", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "to_install", "=", "self", ".", "_to_install", "(", ")", "if", "to_install", ":", "logger", ".", "info", ...	37.785714	15.97619
def installed(package, version): """ Check if the package meets the required version. The version specifier consists of an optional comparator (one of =, ==, >, <, >=, <=) and an arbitrarily long version number separated by dots. The should be as you would expect, e.g. for an installed version '0.1...	[ "def", "installed", "(", "package", ",", "version", ")", ":", "if", "not", "exists", "(", "package", ")", ":", "return", "False", "number", ",", "comparator", "=", "_split_version_specifier", "(", "version", ")", "modversion", "=", "_query", "(", "package", ...	25.886364	22.340909
def compute_offset_sad(dem1, dem2, pad=(9,9), plot=False): """Compute subpixel horizontal offset between input rasters using sum of absolute differences (SAD) method """ #This defines the search window size #Use half-pixel stride? #Note: stride is not properly implemented #stride = 1 #ref =...	[ "def", "compute_offset_sad", "(", "dem1", ",", "dem2", ",", "pad", "=", "(", "9", ",", "9", ")", ",", "plot", "=", "False", ")", ":", "#This defines the search window size", "#Use half-pixel stride?", "#Note: stride is not properly implemented ", "#stride = 1", "#ref ...	35.45098	17.176471
def expand_actions(self, actions): """ Accepts an array of actions and returns an array of actions which match """ r = [] for action in actions: r.append(action) if action in self.aliased_actions: r.extend(self.aliased_actions[action]) ...	[ "def", "expand_actions", "(", "self", ",", "actions", ")", ":", "r", "=", "[", "]", "for", "action", "in", "actions", ":", "r", ".", "append", "(", "action", ")", "if", "action", "in", "self", ".", "aliased_actions", ":", "r", ".", "extend", "(", "...	32.3	13.7
def _main_thread_terminated(self): """Callback that attempts to send pending logs before termination.""" if not self.is_alive: return if not self._queue.empty(): print( "Program shutting down, attempting to send %d queued log " "entries to...	[ "def", "_main_thread_terminated", "(", "self", ")", ":", "if", "not", "self", ".", "is_alive", ":", "return", "if", "not", "self", ".", "_queue", ".", "empty", "(", ")", ":", "print", "(", "\"Program shutting down, attempting to send %d queued log \"", "\"entries ...	34.684211	20.631579
def get_referenced_object(self): """ :rtype: core.BunqModel :raise: BunqException """ if self._MonetaryAccountBank is not None: return self._MonetaryAccountBank if self._MonetaryAccountJoint is not None: return self._MonetaryAccountJoint ...	[ "def", "get_referenced_object", "(", "self", ")", ":", "if", "self", ".", "_MonetaryAccountBank", "is", "not", "None", ":", "return", "self", ".", "_MonetaryAccountBank", "if", "self", ".", "_MonetaryAccountJoint", "is", "not", "None", ":", "return", "self", "...	29.315789	16.473684
def from_xdr_object(cls, op_xdr_object): """Creates a :class:`CreateAccount` object from an XDR Operation object. """ if not op_xdr_object.sourceAccount: source = None else: source = encode_check( 'account', op_xdr_object.sourceAccount[0]....	[ "def", "from_xdr_object", "(", "cls", ",", "op_xdr_object", ")", ":", "if", "not", "op_xdr_object", ".", "sourceAccount", ":", "source", "=", "None", "else", ":", "source", "=", "encode_check", "(", "'account'", ",", "op_xdr_object", ".", "sourceAccount", "[",...	32.409091	18.272727
async def addNodes(self, nodedefs): ''' Quickly add/modify a list of nodes from node definition tuples. This API is the simplest/fastest way to add nodes, set node props, and add tags to nodes remotely. Args: nodedefs (list): A list of node definition tuples. See be...	[ "async", "def", "addNodes", "(", "self", ",", "nodedefs", ")", ":", "async", "with", "await", "self", ".", "snap", "(", ")", "as", "snap", ":", "snap", ".", "strict", "=", "False", "async", "for", "node", "in", "snap", ".", "addNodes", "(", "nodedefs...	30	23.714286
def credits(self): """Returns either a tuple representing the credit range or a single integer if the range is set to one value. Use self.cred to always get the tuple. """ if self.cred[0] == self.cred[1]: return self.cred[0] return self.cred	[ "def", "credits", "(", "self", ")", ":", "if", "self", ".", "cred", "[", "0", "]", "==", "self", ".", "cred", "[", "1", "]", ":", "return", "self", ".", "cred", "[", "0", "]", "return", "self", ".", "cred" ]	32.666667	12.111111
def token_getter(provider, token=None): """ Generic token getter for all the providers """ session_key = provider + '_token' if token is None: token = session.get(session_key) return token	[ "def", "token_getter", "(", "provider", ",", "token", "=", "None", ")", ":", "session_key", "=", "provider", "+", "'_token'", "if", "token", "is", "None", ":", "token", "=", "session", ".", "get", "(", "session_key", ")", "return", "token" ]	37.833333	6.833333
def render_svg(self, render_id, words, arcs): """Render SVG. render_id (int): Unique ID, typically index of document. words (list): Individual words and their tags. arcs (list): Individual arcs and their start, end, direction and label. RETURNS (unicode): Rendered SVG markup. ...	[ "def", "render_svg", "(", "self", ",", "render_id", ",", "words", ",", "arcs", ")", ":", "self", ".", "levels", "=", "self", ".", "get_levels", "(", "arcs", ")", "self", ".", "highest_level", "=", "len", "(", "self", ".", "levels", ")", "self", ".", ...	38.935484	17.096774
def get_orders(self, product_id=None, status=None, **kwargs): """ List your current open orders. This method returns a generator which may make multiple HTTP requests while iterating through it. Only open or un-settled orders are returned. As soon as an order is no longer open ...	[ "def", "get_orders", "(", "self", ",", "product_id", "=", "None", ",", "status", "=", "None", ",", "", "", "kwargs", ")", ":", "params", "=", "kwargs", "if", "product_id", "is", "not", "None", ":", "params", "[", "'product_id'", "]", "=", "product_id...	41.015625	19.28125
def set_column_gap(self, value): """Sets the gap value between columns Args: value (int or str): gap value (i.e. 10 or "10px") """ value = str(value) + 'px' value = value.replace('pxpx', 'px') self.style['grid-column-gap'] = value	[ "def", "set_column_gap", "(", "self", ",", "value", ")", ":", "value", "=", "str", "(", "value", ")", "+", "'px'", "value", "=", "value", ".", "replace", "(", "'pxpx'", ",", "'px'", ")", "self", ".", "style", "[", "'grid-column-gap'", "]", "=", "valu...	31.444444	12.333333

def remove(self): """Remove all documents matching the selector criteria. """ self.__bulk.add_delete(self.__selector, _DELETE_ALL, collation=self.__collation)

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41.8

12.2

def vars_to_array(self): """ Convert `self.vars` to a numpy array Returns ------- numpy.array """ logger.warn('This function is deprecated. You can inspect `self.np_vars` directly as NumPy arrays ' 'without conversion.') if not self.v...

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27.5

23.3

def write_title(self, title: str, title_color: str = YELLOW, hyphen_line_color: str = WHITE): """ Prints title with hyphen line underneath it. :param title: The title to print. :param title_color: The title text color (default is yellow). :param hyphen_line_color: The hyphen lin...

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46.3

20.1

def pformat(obj, verbose=False): """Prettyprint an object. Either use the `pretty` library or the builtin `pprint`. """ try: from pretty import pretty return pretty(obj, verbose=verbose) except ImportError: from pprint import pformat return pformat(obj)

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29.7

10.5

def __hook_dll(self, event): """ Hook the requested API calls (in self.apiHooks). This method is called automatically whenever a DLL is loaded. """ debug = event.debug pid = event.get_pid() for hook_api_stub in self.__get_hooks_for_dll(event): hook_...

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33.6

14.2

def build_spec(user, repo, sha=None, prov=None, extraMetadata=[]): """Build grlc specification for the given github user / repo.""" loader = grlc.utils.getLoader(user, repo, sha=sha, prov=prov) files = loader.fetchFiles() raw_repo_uri = loader.getRawRepoUri() # Fetch all .rq files items = [] ...

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45.275

27.275

def params(self): """Current interpolation parameter dictionary""" par = {"radius": self.radius, "sphere_index": self.sphere_index, "pha_offset": self.pha_offset, "center": [self.posx_offset, self.posy_offset] } return par

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37.375

13.375

def overrides(method): ''' Meant to be used as class B: @overrides(A.m1) def m1(self): pass ''' def wrapper(func): if func.__name__ != method.__name__: msg = "Wrong @override: %r expected, but overwriting %r." msg = msg % (func.__name_...

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22.571429

22.190476

def search(description, all=False): """ Gets a list of :class:`language_tags.Subtag.Subtag` objects where the description matches. :param description: a string or compiled regular expression. For example: ``search(re.compile('\d{4}'))`` if the description of the returned subtag must...

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54.939394

33.848485

def content(self, output=None, str_output=None, **kwargs): """Searches for `output` regex within HTML page. kwargs are passed to BeautifulSoup's find function to filter for tags.""" if self.response.mimetype != "text/html": raise Failure(_("expected request to return HTML, but it returned {}...

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51.3125

23.9375

def check_bucket_exists(self, bucket: str) -> bool: """ Checks if bucket with specified name exists. :param bucket: the bucket to be checked. :return: true if specified bucket exists. """ exists = True try: self.s3_client.head_bucket(Bucket=bucket) ...

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40.4375

14.4375

def _get_environs(self, prefix: str = None) -> dict: """ Fetches set environment variables if such exist, via the :func:`~notifiers.utils.helpers.dict_from_environs` Searches for `[PREFIX_NAME]_[PROVIDER_NAME]_[ARGUMENT]` for each of the arguments defined in the schema :param prefix: Th...

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54.416667

28.916667

def delete(self, historics_id): """ Delete one specified playback query. If the query is currently running, stop it. status_code is set to 204 on success Uses API documented at http://dev.datasift.com/docs/api/rest-api/endpoints/historicsdelete :param historics_id: playbac...

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49.428571

26.928571

def get_all_publications(return_namedtuples=True): """ Get list publications from all available source. Args: return_namedtuples (bool, default True): Convert :class:`.Publication` structures to namedtuples (used in AMQP communication). Ret...

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28.193548

20.322581

def extend_children(self, parent, wanted_children, child_class, child_glossary=None): """ Extend the number of children so that the parent object contains wanted children. No child will be removed if wanted_children is smaller than the current number of children. """ from cms.api...

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55.25

23.083333

def record_ce_entries(self): # type: () -> bytes ''' Return a string representing the Rock Ridge entries in the Continuation Entry. Parameters: None. Returns: A string representing the Rock Ridge entry. ''' if not self._initialized: ...

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31.428571

25.857143

def save_user(self, request, user, form, commit=True): """ Saves a new `User` instance using information provided in the signup form. """ from .utils import user_username, user_email, user_field data = form.cleaned_data first_name = data.get('first_name') ...

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34.75

12.892857

def rosenbrock(x, y, a=1, b=100): """Bigger is better; global optimum at x=a, y=a**2""" return -1 * ((a - x)**2 + b * (y - x**2)**2)

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46

5

def attenuation_curve(signal, resp, fs, calf, smooth_pts=99): """ Calculate an attenuation roll-off curve, from a signal and its recording :param signal: ouput signal delivered to the generation hardware :type signal: numpy.ndarray :param resp: recording of given signal, as recieved from microp...

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31.108696

19.282609

def create_tx(network, spendables, payables, fee="standard", lock_time=0, version=1): """ This function provides the easiest way to create an unsigned transaction. All coin values are in satoshis. :param spendables: a list of Spendable objects, which act as inputs. Each item in the list can be...

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41.55

25.45

def to_sympy_matrix(value): """ Converts value to a `sympy.Matrix` object, if possible. Leaves the value as `sympy.Matrix` if it already was :param value: value to convert :return: :rtype: `sympy.Matrix` """ if isinstance(value, sympy.Matrix): return value try: return...

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37.88

16.68

def moderate_view(self, request, object_id, extra_context=None): """ Handles moderate object tool through a somewhat hacky changelist view whose queryset is altered via CommentAdmin.get_changelist to only list comments for the object under review. """ opts = self.model._m...

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36.333333

19.666667

def list_pkgs(versions_as_list=False, **kwargs): ''' List the packages currently installed as a dict: .. code-block:: python {'<package_name>': '<version>'} CLI Example: .. code-block:: bash salt '*' pkg.list_pkgs ''' versions_as_list = salt.utils.data.is_true(versions_a...

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30.82

19.3

async def get_entry(self, entry): """ GET /api/entries/{entry}.{_format} Retrieve a single entry :param entry: \w+ an integer The Entry ID :return data related to the ext """ params = {'access_token': self.token} url = '/api/entries/{entry}.{ext}'.format...

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34

13.384615

def _fill_function(*args): """Fills in the rest of function data into the skeleton function object The skeleton itself is create by _make_skel_func(). """ if len(args) == 2: func = args[0] state = args[1] elif len(args) == 5: # Backwards compat for cloudpickle v0.4.0, after ...

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39.185185

18.333333

def set_params(w, src): """ Set source parameters. """ params = extract_source_params(src) # this is done because for characteristic sources geometry is in # 'surface' attribute params.update(extract_geometry_params(src)) mfd_pars, rate_pars = extract_mfd_params(src) params.update(m...

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28.428571

17.357143

def write_job(self,fh): """ Write the DAG entry for this node's job to the DAG file descriptor. @param fh: descriptor of open DAG file. """ if isinstance(self.job(),CondorDAGManJob): # create an external subdag from this dag fh.write( ' '.join( ['SUBDAG EXTERNAL', self.__name, se...

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37.882353

17.058824

def load(filename): """Load variable from Pickle file Args: path (str): path of the file to load Returns: variable read from path """ fileObj = open(filename, 'rb') variable = pickle.load(fileObj) fileObj.close() return variable

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20.769231

17.076923

def writeSwarmDescription(self, csvPath, outPath, predictedField=None, swarmParams=None): """ Writes swarm description file (JSON). :param csvPath: path to CSV data :param outPath: absolute or relative file path to write swarm JSON file :param predictedField: (string) :para...

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42.25

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def NoSuchEntityOk(f): """ Decorator to remove NoSuchEntity exceptions, and raises all others. """ def ExceptionFilter(*args): try: return f(*args) except boto.exception.BotoServerError as e: if e.error_code == 'NoSuchEntity': pass else: raise except: raise ...

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def to_dict(self, save_data=True): """ Convert the object into a json serializable dictionary. Note: It uses the private method _save_to_input_dict of the parent. :param boolean save_data: if true, it adds the training data self.X and self.Y to the dictionary :return dict: json ...

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def DbGetAttributeAlias(self, argin): """ Get the attribute name for the given alias. If alias not found in database, returns an empty string. :param argin: The attribute alias name :type: tango.DevString :return: The attribute name (device/attribute) :rtype: tango.DevSt...

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def cutout(im, n_holes, length): """ Cut out n_holes number of square holes of size length in image at random locations. Holes may overlap. """ r,c,*_ = im.shape mask = np.ones((r, c), np.int32) for n in range(n_holes): y = np.random.randint(0, r) x = np.random.randint(0, c) y1 ...

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def __handle_changed_state(self, state): """ we need to pack a struct with the following five numbers: tv_sec, tv_usec, ev_type, code, value then write it using __write_to_character_device seconds, mircroseconds, ev_type, code, value time we just use now ev_type...

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def cover(self, pageid): """ Get a cover image given a page id. :param str pageid: The pageid for the light novel you want a cover image for :return str: the image url """ r = requests.get(self.api, params={'action': 'query', 'prop': 'pageimages'...

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def waitForOSState(rh, userid, desiredState, maxQueries=90, sleepSecs=5): """ Wait for the virtual OS to go into the indicated state. Input: Request Handle userid whose state is to be monitored Desired state, 'up' or 'down', case sensitive Maximum attempts to wait for desired st...

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def get_configs(self): """ Return a list of all installed configs. """ self.check_configs_ready() result = [] for bot in self.bots.values(): result.extend(list(bot.get_models())) return result

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def confd_state_smp_number_of_threads(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") confd_state = ET.SubElement(config, "confd-state", xmlns="http://tail-f.com/yang/confd-monitoring") smp = ET.SubElement(confd_state, "smp") number_of_threads = ...

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def get_task_list(self): """ Queries the GenePattern server and returns a list of GPTask objects, each representing one of the modules installed on the server. Useful for determining which are available on the server. """ request = urllib.request.Request(self.url + '/rest...

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def fetch(self, collection, **kwargs): ''' return one record from the collection whose parameters match kwargs --- kwargs should be a dictionary whose keys match column names (in traditional SQL / fields in NoSQL) and whose values are the values of those fields. e...

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def hide_intf_loopback_holder_interface_loopback_ip_ip_config_address_address(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") hide_intf_loopback_holder = ET.SubElement(config, "hide-intf-loopback-holder", xmlns="urn:brocade.com:mgmt:brocade-intf-loopback") ...

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def upload(ctx, product, git_ref, dirname, aws_id, aws_secret, ci_env, on_travis_push, on_travis_pr, on_travis_api, on_travis_cron, skip_upload): """Upload a new site build to LSST the Docs. """ logger = logging.getLogger(__name__) if skip_upload: click.echo('Skipping ltd ...

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def _create_sequences(self, func, iterable, chunksize, collector=None): """ Create the WorkUnit objects to process and pushes them on the work queue. Each work unit is meant to process a slice of iterable of size chunksize. If collector is specified, then the ApplyResult objects ...

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def get_trips(self, authentication_info, start, end): """Get trips for this device between start and end.""" import requests if (authentication_info is None or not authentication_info.is_valid()): return [] data_url = "https://api.ritassist.nl/api/trips/GetTrips...

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def format_search_results(self, search_results): """Format search results. Args: search_results (list of `ResourceSearchResult`): Search to format. Returns: List of 2-tuple: Text and color to print in. """ formatted_lines = [] for search_result ...

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def pause(self): """ Sends a "play" command to the player. """ msg = cr.Message() msg.type = cr.PAUSE self.send_message(msg)

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def customers(self): ''' List both any individuals signed up via the registration and payment system, and any individuals signed up without payment. ''' return Customer.objects.filter( Q(privatelessoncustomer__lesson=self) | Q(registration__eventregistrati...

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def from_string(cls, dataset_id, default_project=None): """Construct a dataset reference from dataset ID string. Args: dataset_id (str): A dataset ID in standard SQL format. If ``default_project`` is not specified, this must included both the project ID and ...

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def decode_spans(self, spans): """Decodes an encoded list of spans. :param spans: encoded list of spans :type spans: bytes :return: list of spans :rtype: list of Span """ decoded_spans = [] transport = TMemoryBuffer(spans) if six.byte2int(spans) ...

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def _add_input_state(self, node, input_state): """ Add the input state to all successors of the given node. :param node: The node whose successors' input states will be touched. :param input_state: The state that will be added to successors of the node. :return: ...

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def has_unknown_attachment_error(self, page_id): """ Check has unknown attachment error on page :param page_id: :return: """ unknown_attachment_identifier = 'plugins/servlet/confluence/placeholder/unknown-attachment' result = self.get_page_by_id(page_id, expand='b...

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def execute_concurrent_with_args(session, statement, parameters, *args, **kwargs): """ Like :meth:`~cassandra.concurrent.execute_concurrent()`, but takes a single statement and a sequence of parameters. Each item in ``parameters`` should be a sequence or :const:`None`. Example usage:: sta...

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def calc_max_bits(self, signed, values): """ Calculates the maximim needed bits to represent a value """ b = 0 vmax = -10000000 for val in values: if signed: b = b | val if val >= 0 else b | ~val << 1 vmax = val if vmax < val else vmax...

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def ProcessFile(filename, vlevel, extra_check_functions=None): """Does google-lint on a single file. Args: filename: The name of the file to parse. vlevel: The level of errors to report. Every error of confidence >= verbose_level will be reported. 0 is a good default. extra_check_functions: An ...

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def _get_err_msg(row, col, fld, val, prt_flds): """Return an informative message with details of xlsx write attempt.""" import traceback traceback.print_exc() err_msg = ( "ROW({R}) COL({C}) FIELD({F}) VAL({V})\n".format(R=row, C=col, F=fld, V=val), "PRINT FIELDS({...

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def restart(name, no_block=False, unmask=False, unmask_runtime=False): ''' .. versionchanged:: 2015.8.12,2016.3.3,2016.11.0 On minions running systemd>=205, `systemd-run(1)`_ is now used to isolate commands run by this function from the ``salt-minion`` daemon's control group. This is don...

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def relative_redirect_n_times(n): """Relatively 302 Redirects n times. --- tags: - Redirects parameters: - in: path name: n type: int produces: - text/html responses: 302: description: A redirection. """ assert n > 0 response = app.ma...

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def read(self): """ Return a list of `KeyPress` instances. It won't return anything when there was nothing to read. (This function doesn't block.) http://msdn.microsoft.com/en-us/library/windows/desktop/ms684961(v=vs.85).aspx """ max_count = 2048 # Max events to read a...

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def update(self, _attributes=None, **attributes): """ Update the parent model on the relationship. :param attributes: The update attributes :type attributes: dict :rtype: mixed """ if _attributes is not None: attributes.update(_attributes) i...

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def gray2bgr(img): """Convert a grayscale image to BGR image. Args: img (ndarray or str): The input image. Returns: ndarray: The converted BGR image. """ img = img[..., None] if img.ndim == 2 else img out_img = cv2.cvtColor(img, cv2.COLOR_GRAY2BGR) return out_img

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def fingerprint2keyid(fingerprint): """Returns keyid from fingerprint for private keys""" if gnupg is None: return gpg = gnupg.GPG() private_keys = gpg.list_keys(True) keyid = None for private_key in private_keys: if private_key['fingerprint'] == config["gpg_key_fingerprint"]:...

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def format_field(self, value: Any, spec: str) -> str: """Method of string.Formatter that specifies the output of format().""" from cirq import ops # HACK: avoids cyclic dependency. if isinstance(value, (float, int)): if isinstance(value, float): value = round(value, ...

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def celery_enable_all(): """Enable johnny-cache in all celery tasks, clearing the local-store after each task.""" from celery.signals import task_prerun, task_postrun, task_failure task_prerun.connect(prerun_handler) task_postrun.connect(postrun_handler) # Also have to cleanup on failure. ta...

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43.5

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def pass_conditions(all_info, current_path, conditions, unknown_as_pass_condition = False): """ Pass all conditions? :param all_info: :param current_path: :param conditions: :param unknown_as_pass_condition: Consider an undetermined condition as passed :return: """ result = False ...

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def tostring(self): """Return the string representation of the job description XML.""" root = self.as_element() indent(root) txt = ET.tostring(root, encoding="utf-8") # Now remove the tokens used to order the attributes. txt = re.sub(r'_[A-Z]_','',txt) txt = '<?xm...

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def error(self, exc): """ log an error message: :param exc: exception message """ msg = 'trying to execute a step in the environment: \n' \ ' - Exception: %s' % exc if self.logger is not None: self.logger.error(msg) self.by_cons...

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def list_storage_accounts_rg(access_token, subscription_id, rgname): '''List the storage accounts in the specified resource group. Args: access_token (str): A valid Azure authentication token. subscription_id (str): Azure subscription id. rgname (str): Azure resource group name. Re...

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def _get_versions(config=None): """Retrieve details on all programs available on the system. """ try: from bcbio.pipeline import version if hasattr(version, "__version__"): bcbio_version = ("%s-%s" % (version.__version__, version.__git_revision__) if ...

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def split_camel_case(text) -> list: """Splits words from CamelCase text.""" return list(reduce( lambda a, b: (a + [b] if b.isupper() else a[:-1] + [a[-1] + b]), text, [] ))

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def _find_key_cols(df): """Identify columns in a DataFrame that could be a unique key""" keys = [] for col in df: if len(df[col].unique()) == len(df[col]): keys.append(col) return keys

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def schedule(self, time_or_delta, *args, **kwargs): """ A function to schedule running a RQ job at a given time or after a given timespan:: @rq.job def add(x, y): return x + y add.schedule(timedelta(hours=2), 1, 2, timeout=10) add...

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def fetch(args: List[str], env: Dict[str, str] = None, encoding: str = sys.getdefaultencoding()) -> str: """ Run a command and returns its stdout. Args: args: the command-line arguments env: the operating system environment to use encoding: the encoding to use for ``stdout...

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29

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def login(): """View function for login view""" form_class = _security.login_form if request.is_json: form = form_class(MultiDict(request.get_json())) else: form = form_class(request.form) if form.validate_on_submit(): login_user(form.user, remember=form.remember.data) ...

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def K_plug_valve_Crane(D1, D2, angle, fd=None, style=0): r'''Returns the loss coefficient for a plug valve or cock valve as shown in [1]_. If β = 1: .. math:: K = K_1 = K_2 = Nf_d Otherwise: .. math:: K_2 = \frac{K + 0.5\sqrt{\sin\frac{\theta}{2}}(1-\b...

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def int_to_base36(i): """ Django on py2 raises ValueError on large values. """ if six.PY2: char_set = '0123456789abcdefghijklmnopqrstuvwxyz' if i < 0: raise ValueError("Negative base36 conversion input.") if not isinstance(i, six.integer_types): raise Type...

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30.6

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def aggregate(table, metrics=None, by=None, having=None, **kwds): """ Aggregate a table with a given set of reductions, with grouping expressions, and post-aggregation filters. Parameters ---------- table : table expression metrics : expression or expression list by : optional, default ...

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async def parseResults(self, api_data): """ See CoverSource.parseResults. """ results = [] # parse HTML and get results parser = lxml.etree.HTMLParser() html = lxml.etree.XML(api_data.decode("latin-1"), parser) for rank, result in enumerate(__class__.RESULTS_SELECTOR(html), 1): # extract...

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def _iget_item_cache(self, item): """Return the cached item, item represents a positional indexer.""" ax = self._info_axis if ax.is_unique: lower = self._get_item_cache(ax[item]) else: lower = self._take(item, axis=self._info_axis_number) return lower

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38.5

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def replace(self, **kwargs): """ Return: a new :class:`Location` with specific ``kwargs`` replacing their corresponding values. Using BlockUsageLocator's replace function results in a mismatch of __init__ args and kwargs. Replace tries to instantiate a Location object wi...

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def check_sweep(abf,sweep=None,dT=.1): """Plotting for an eyeball check of AP detection in the given sweep.""" if abf.APs is None: APs=[] else: APs=cm.matrixToDicts(abf.APs) if sweep is None or len(sweep)==0: #find the first sweep with >5APs in it for sweepNum in range(abf.sweep...

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38.173077

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def make_grid(tensor, nrow=8, padding=2, pad_value=0): """Make a grid of images, via numpy. Args: tensor (Tensor or list): 4D mini-batch Tensor of shape (B x C x H x W) or a list of images all of the same size. nrow (int, optional): Number of images displayed in each row of the grid...

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41.469388

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def gen_key(self, input): """Generate a GnuPG key through batch file key generation. See :meth:`GPG.gen_key_input()` for creating the control input. >>> import gnupg >>> gpg = gnupg.GPG(homedir="doctests") >>> key_input = gpg.gen_key_input() >>> key = gpg.gen_key(key_inp...

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39.957447

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def init_db(self, db_path): '''initialize the database, with the default database path or custom of the format sqlite:////scif/data/expfactory.db The custom path can be set with the environment variable SREGISTRY_DATABASE when a user creates the client, we must initialize this db the database s...

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42.535714

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def downsample(vector, factor): """ downsample(vector, factor): Downsample (by averaging) a vector by an integer factor. """ if (len(vector) % factor): print "Length of 'vector' is not divisible by 'factor'=%d!" % factor return 0 vector.shape = (len(vector) / factor, factor) ...

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34.8

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def _choice_from(self, key: str) -> str: """Choice random element.""" data = self._data[key] return self.random.choice(data)

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36.25

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def _to_dict(self): """Return a json dictionary representing this model.""" _dict = {} if hasattr(self, 'examples') and self.examples is not None: _dict['examples'] = [x._to_dict() for x in self.examples] if hasattr(self, 'pagination') and self.pagination is not None: ...

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48.375

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def get_logs(self, id, **kwargs): """ Gets logs for specific Build Record This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please define a `callback` function to be invoked when receiving the response. >>> def callbac...

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38.6

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def install(self, install_options, global_options=(), *args, **kwargs): """ Install everything in this set (after having downloaded and unpacked the packages) """ to_install = self._to_install() if to_install: logger.info( 'Installing collecte...

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37.785714

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def installed(package, version): """ Check if the package meets the required version. The version specifier consists of an optional comparator (one of =, ==, >, <, >=, <=) and an arbitrarily long version number separated by dots. The should be as you would expect, e.g. for an installed version '0.1...

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25.886364

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def compute_offset_sad(dem1, dem2, pad=(9,9), plot=False): """Compute subpixel horizontal offset between input rasters using sum of absolute differences (SAD) method """ #This defines the search window size #Use half-pixel stride? #Note: stride is not properly implemented #stride = 1 #ref =...

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35.45098

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def expand_actions(self, actions): """ Accepts an array of actions and returns an array of actions which match """ r = [] for action in actions: r.append(action) if action in self.aliased_actions: r.extend(self.aliased_actions[action]) ...

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32.3

13.7

def _main_thread_terminated(self): """Callback that attempts to send pending logs before termination.""" if not self.is_alive: return if not self._queue.empty(): print( "Program shutting down, attempting to send %d queued log " "entries to...

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34.684211

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def get_referenced_object(self): """ :rtype: core.BunqModel :raise: BunqException """ if self._MonetaryAccountBank is not None: return self._MonetaryAccountBank if self._MonetaryAccountJoint is not None: return self._MonetaryAccountJoint ...

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29.315789

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def from_xdr_object(cls, op_xdr_object): """Creates a :class:`CreateAccount` object from an XDR Operation object. """ if not op_xdr_object.sourceAccount: source = None else: source = encode_check( 'account', op_xdr_object.sourceAccount[0]....

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32.409091

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async def addNodes(self, nodedefs): ''' Quickly add/modify a list of nodes from node definition tuples. This API is the simplest/fastest way to add nodes, set node props, and add tags to nodes remotely. Args: nodedefs (list): A list of node definition tuples. See be...

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30

23.714286

def credits(self): """Returns either a tuple representing the credit range or a single integer if the range is set to one value. Use self.cred to always get the tuple. """ if self.cred[0] == self.cred[1]: return self.cred[0] return self.cred

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32.666667

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def token_getter(provider, token=None): """ Generic token getter for all the providers """ session_key = provider + '_token' if token is None: token = session.get(session_key) return token

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37.833333

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def render_svg(self, render_id, words, arcs): """Render SVG. render_id (int): Unique ID, typically index of document. words (list): Individual words and their tags. arcs (list): Individual arcs and their start, end, direction and label. RETURNS (unicode): Rendered SVG markup. ...

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38.935484

17.096774

def get_orders(self, product_id=None, status=None, **kwargs): """ List your current open orders. This method returns a generator which may make multiple HTTP requests while iterating through it. Only open or un-settled orders are returned. As soon as an order is no longer open ...

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41.015625

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def set_column_gap(self, value): """Sets the gap value between columns Args: value (int or str): gap value (i.e. 10 or "10px") """ value = str(value) + 'px' value = value.replace('pxpx', 'px') self.style['grid-column-gap'] = value

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31.444444

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