kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def next(self): """ Returns the next row in the CSV, for iteration """ if self._cur_row >= len(self._table): raise StopIteration data = self._table[self._cur_row].copy() self._cur_row += 1 return data	[ "def", "next", "(", "self", ")", ":", "if", "self", ".", "_cur_row", ">=", "len", "(", "self", ".", "_table", ")", ":", "raise", "StopIteration", "data", "=", "self", ".", "_table", "[", "self", ".", "_cur_row", "]", ".", "copy", "(", ")", "self", ...	35.142857	11.714286
def write_point(self, **kw): """ Write a task point to the file:: with writer.write_point(type=PointType.TURN): writer.write_waypoint(...) writer.write_observation_zone(...) # <Point type="Turn"> ... </Point> Inside the with clause the ...	[ "def", "write_point", "(", "self", ",", "", "", "kw", ")", ":", "assert", "'type'", "in", "kw", "self", ".", "convert_bool", "(", "kw", ",", "'score_exit'", ")", "return", "self", ".", "write_tag_with_content", "(", "'Point'", ",", "", "", "kw", ")...	31.791667	20.125
def __find_sentence_initial_proper_names(self, docs): """ Moodustame lausealguliste pärisnimede loendi: vaatame sõnu, millel nii pärisnimeanalüüs(id) kui ka mittepärisnimeanalüüs(id) ning mis esinevad lause või nummerdatud loendi alguses - jäädvustame selliste sõnade unikaa...	[ "def", "__find_sentence_initial_proper_names", "(", "self", ",", "docs", ")", ":", "sentInitialNames", "=", "set", "(", ")", "for", "doc", "in", "docs", ":", "for", "sentence", "in", "doc", ".", "divide", "(", "layer", "=", "WORDS", ",", "by", "=", "SENT...	59.657895	22.842105
def device_to_user(self, x, y): """Transform a coordinate from device space to user space by multiplying the given point by the inverse of the current transformation matrix (CTM). :param x: X position. :param y: Y position. :type x: float :type y: float :...	[ "def", "device_to_user", "(", "self", ",", "x", ",", "y", ")", ":", "xy", "=", "ffi", ".", "new", "(", "'double[2]'", ",", "[", "x", ",", "y", "]", ")", "cairo", ".", "cairo_device_to_user", "(", "self", ".", "_pointer", ",", "xy", "+", "0", ",",...	33	15.375
def infer_from_frame_stack(self, ob_stack): """Infer policy from stack of observations. Args: ob_stack: array of shape (1, frame_stack_size, height, width, channels) Returns: logits and vf. """ logits, vf = self.sess.run([self.logits_t, self.value_function_t], ...	[ "def", "infer_from_frame_stack", "(", "self", ",", "ob_stack", ")", ":", "logits", ",", "vf", "=", "self", ".", "sess", ".", "run", "(", "[", "self", ".", "logits_t", ",", "self", ".", "value_function_t", "]", ",", "feed_dict", "=", "{", "self", ".", ...	30.833333	22.666667
def AddRow(self, values): """Adds a row of values. Args: values (list[object]): values. Raises: ValueError: if the number of values is out of bounds. """ if self._number_of_columns and len(values) != self._number_of_columns: raise ValueError('Number of values is out of bounds.') ...	[ "def", "AddRow", "(", "self", ",", "values", ")", ":", "if", "self", ".", "_number_of_columns", "and", "len", "(", "values", ")", "!=", "self", ".", "_number_of_columns", ":", "raise", "ValueError", "(", "'Number of values is out of bounds.'", ")", "self", "."...	26	20.6875
def file_exists(original_file): """ Validate the original file is in the S3 bucket """ s3 = boto3.resource('s3') bucket_name, object_key = _parse_s3_file(original_file) bucket = s3.Bucket(bucket_name) bucket_iterator = bucket.objects.filter(Prefix=object_key) bucket_list = [x for x in bu...	[ "def", "file_exists", "(", "original_file", ")", ":", "s3", "=", "boto3", ".", "resource", "(", "'s3'", ")", "bucket_name", ",", "object_key", "=", "_parse_s3_file", "(", "original_file", ")", "bucket", "=", "s3", ".", "Bucket", "(", "bucket_name", ")", "b...	42.5	13.5
def heightmap_rain_erosion( hm: np.ndarray, nbDrops: int, erosionCoef: float, sedimentationCoef: float, rnd: Optional[tcod.random.Random] = None, ) -> None: """Simulate the effect of rain drops on the terrain, resulting in erosion. ``nbDrops`` should be at least hm.size. Args: ...	[ "def", "heightmap_rain_erosion", "(", "hm", ":", "np", ".", "ndarray", ",", "nbDrops", ":", "int", ",", "erosionCoef", ":", "float", ",", "sedimentationCoef", ":", "float", ",", "rnd", ":", "Optional", "[", "tcod", ".", "random", ".", "Random", "]", "=",...	33.692308	19.192308
def extract_archive(archive_path, dest): """Extract a local or GCS archive file to a folder. Args: archive_path: local or gcs path to a .tar.gz or .tar file dest: local folder the archive will be extracted to """ # Make the dest folder if it does not exist if not os.path.isdir(dest): os.makedir...	[ "def", "extract_archive", "(", "archive_path", ",", "dest", ")", ":", "# Make the dest folder if it does not exist", "if", "not", "os", ".", "path", ".", "isdir", "(", "dest", ")", ":", "os", ".", "makedirs", "(", "dest", ")", "try", ":", "tmpfolder", "=", ...	32.861111	21.027778
def set_mode_broodlord_params( self, zerg_count=None, vassal_overload_sos_interval=None, vassal_queue_items_sos=None): """This mode is a way for a vassal to ask for reinforcements to the Emperor. Reinforcements are new vassals spawned on demand generally bound on the same socket...	[ "def", "set_mode_broodlord_params", "(", "self", ",", "zerg_count", "=", "None", ",", "vassal_overload_sos_interval", "=", "None", ",", "vassal_queue_items_sos", "=", "None", ")", ":", "self", ".", "_set", "(", "'emperor-broodlord'", ",", "zerg_count", ")", "self"...	44.807692	31
def filter(self, track=None, follow=None, locations=None, event=None, record_keepalive=False): """ Returns an iterator for tweets that match a given filter track from the livestream of tweets happening right now. If a threading.Event is provided for event and the event is...	[ "def", "filter", "(", "self", ",", "track", "=", "None", ",", "follow", "=", "None", ",", "locations", "=", "None", ",", "event", "=", "None", ",", "record_keepalive", "=", "False", ")", ":", "if", "locations", "is", "not", "None", ":", "if", "type",...	40.985915	15.070423
def ends_to_curve(start_node, end_node): """Convert a "pair" of intersection nodes to a curve segment. .. note:: This is a helper used only by :func:`basic_interior_combine`, which in turn is only used by :func:`combine_intersections`. .. note:: This function could specialize to the...	[ "def", "ends_to_curve", "(", "start_node", ",", "end_node", ")", ":", "if", "is_first", "(", "start_node", ".", "interior_curve", ")", ":", "if", "end_node", ".", "index_first", "!=", "start_node", ".", "index_first", ":", "raise", "ValueError", "(", "_WRONG_C...	38.891892	24.945946
def get_share_url_with_dirname(uk, shareid, dirname): '''得到共享目录的链接''' return ''.join([ const.PAN_URL, 'wap/link', '?shareid=', shareid, '&uk=', uk, '&dir=', encoder.encode_uri_component(dirname), '&third=0', ])	[ "def", "get_share_url_with_dirname", "(", "uk", ",", "shareid", ",", "dirname", ")", ":", "return", "''", ".", "join", "(", "[", "const", ".", "PAN_URL", ",", "'wap/link'", ",", "'?shareid='", ",", "shareid", ",", "'&uk='", ",", "uk", ",", "'&dir='", ","...	30.333333	16.555556
def checkAndRaise(pageNum, itemsPerPage): """Check and Raise an Exception if needed Args: pageNum (int): Page number itemsPerPage (int): Number of items per Page Raises: ErrPaginationLimits: If we are out of limits """ ...	[ "def", "checkAndRaise", "(", "pageNum", ",", "itemsPerPage", ")", ":", "if", "pageNum", "<", "1", ":", "raise", "ErrPaginationLimits", "(", "ErrPaginationLimits", ".", "ERR_PAGE_NUM", ")", "if", "itemsPerPage", "<", "Settings", ".", "itemsPerPageMin", "or", "ite...	36.25	21.875
def listdir(self, folder_id='0', offset=None, limit=None, fields=None): 'Get Box object, representing list of objects in a folder.' if fields is not None\ and not isinstance(fields, types.StringTypes): fields = ','.join(fields) return self( join('folders', folder_id, 'items'), dict(offset=offset, limit=l...	[ "def", "listdir", "(", "self", ",", "folder_id", "=", "'0'", ",", "offset", "=", "None", ",", "limit", "=", "None", ",", "fields", "=", "None", ")", ":", "if", "fields", "is", "not", "None", "and", "not", "isinstance", "(", "fields", ",", "types", ...	48	20.285714
def _GetSanitizedEventValues(self, event): """Sanitizes the event for use in 4n6time. Args: event (EventObject): event. Returns: dict[str, object]: dictionary containing the sanitized event values. Raises: NoFormatterFound: If no event formatter can be found to match the data ...	[ "def", "_GetSanitizedEventValues", "(", "self", ",", "event", ")", ":", "data_type", "=", "getattr", "(", "event", ",", "'data_type'", ",", "'UNKNOWN'", ")", "event_formatter", "=", "self", ".", "_output_mediator", ".", "GetEventFormatter", "(", "event", ")", ...	34.385417	20.270833
def append_from_dict(self, the_dict): """ Creates a ``measurement.Measurement`` object from the supplied dict and then appends it to the buffer :param the_dict: dict """ m = Measurement.from_dict(the_dict) self.append(m)	[ "def", "append_from_dict", "(", "self", ",", "the_dict", ")", ":", "m", "=", "Measurement", ".", "from_dict", "(", "the_dict", ")", "self", ".", "append", "(", "m", ")" ]	29.888889	12.333333
def get_category_metrics(self, category): """Get metrics belonging to the given category""" slug_list = self._category_slugs(category) return self.get_metrics(slug_list)	[ "def", "get_category_metrics", "(", "self", ",", "category", ")", ":", "slug_list", "=", "self", ".", "_category_slugs", "(", "category", ")", "return", "self", ".", "get_metrics", "(", "slug_list", ")" ]	47.5	3.25
def defvalkey(js, key, default=None, take_none=True): """ Returns js[key] if set, otherwise default. Note js[key] can be None. :param js: :param key: :param default: :param take_none: :return: """ if js is None: return default if key not in js: return default ...	[ "def", "defvalkey", "(", "js", ",", "key", ",", "default", "=", "None", ",", "take_none", "=", "True", ")", ":", "if", "js", "is", "None", ":", "return", "default", "if", "key", "not", "in", "js", ":", "return", "default", "if", "js", "[", "key", ...	24	17.625
def choose_template(self, template): '''Choose a template Args: template: String, choose which template you would like. Returns: None Raises: None ''' n1 = int(template)/10 n2 = int(template)%10 self.send('^TS'+...	[ "def", "choose_template", "(", "self", ",", "template", ")", ":", "n1", "=", "int", "(", "template", ")", "/", "10", "n2", "=", "int", "(", "template", ")", "%", "10", "self", ".", "send", "(", "'^TS'", "+", "'0'", "+", "str", "(", "n1", ")", "...	25.230769	19.538462
def env_present(name, value=None, user='root'): ''' Verifies that the specified environment variable is present in the crontab for the specified user. name The name of the environment variable to set in the user crontab user The name of the user whos...	[ "def", "env_present", "(", "name", ",", "value", "=", "None", ",", "user", "=", "'root'", ")", ":", "ret", "=", "{", "'changes'", ":", "{", "}", ",", "'comment'", ":", "''", ",", "'name'", ":", "name", ",", "'result'", ":", "True", "}", "if", "__...	32.647059	23.27451
def describe_jobflow(self, jobflow_id): """ Describes a single Elastic MapReduce job flow :type jobflow_id: str :param jobflow_id: The job flow id of interest """ jobflows = self.describe_jobflows(jobflow_ids=[jobflow_id]) if jobflows: return jobflows...	[ "def", "describe_jobflow", "(", "self", ",", "jobflow_id", ")", ":", "jobflows", "=", "self", ".", "describe_jobflows", "(", "jobflow_ids", "=", "[", "jobflow_id", "]", ")", "if", "jobflows", ":", "return", "jobflows", "[", "0", "]" ]	31.4	13.6
def _update_flip(context, flip_id, ip_type, requested_ports): """Update a flip based IPAddress :param context: neutron api request context. :param flip_id: id of the flip or scip :param ip_type: ip_types.FLOATING \| ip_types.SCALING :param requested_ports: dictionary of the structure: {"port_id"...	[ "def", "_update_flip", "(", "context", ",", "flip_id", ",", "ip_type", ",", "requested_ports", ")", ":", "# This list will hold flips that require notifications.", "# Using sets to avoid dups, if any.", "notifications", "=", "{", "billing", ".", "IP_ASSOC", ":", "set", "(...	47.105263	20.150376
def seek(self, offset, whence=0): """Seek to the specified position. :param int offset: The offset in bytes. :param int whence: Where the offset is from. Returns the position after seeking.""" logger.debug('seeking to offset: %r whence: %r', offset, whence) if whence no...	[ "def", "seek", "(", "self", ",", "offset", ",", "whence", "=", "0", ")", ":", "logger", ".", "debug", "(", "'seeking to offset: %r whence: %r'", ",", "offset", ",", "whence", ")", "if", "whence", "not", "in", "s3", ".", "WHENCE_CHOICES", ":", "raise", "V...	32.931818	18.659091
def _read_moment_tensor_from_ndk_string(ndk_string, system='USE'): """ Reads the moment tensor from the ndk_string representation ndk_string = [Mrr, sigMrr, Mtt, sigMtt, Mpp, sigMpp, Mrt, sigMrt, Mrp, sigMrp, Mtp, sigMtp] Output tensors should be of format: expected = [[Mtt, Mt...	[ "def", "_read_moment_tensor_from_ndk_string", "(", "ndk_string", ",", "system", "=", "'USE'", ")", ":", "exponent", "=", "float", "(", "ndk_string", "[", "0", ":", "2", "]", ")", "-", "7.", "mkr", "=", "np", ".", "array", "(", "[", "2", ",", "9", ","...	36.902439	15.243902
def select_column(self, column_name): """ Get a reference to the :class:`~turicreate.SArray` that corresponds with the given column_name. Throws an exception if the column_name is something other than a string or if the column name is not found. Parameters ---------- ...	[ "def", "select_column", "(", "self", ",", "column_name", ")", ":", "if", "not", "isinstance", "(", "column_name", ",", "str", ")", ":", "raise", "TypeError", "(", "\"Invalid column_nametype: must be str\"", ")", "with", "cython_context", "(", ")", ":", "return",...	31.828571	22.457143
def get_account_details(self, account): """ Get the account details. """ result = {} try: luser = self._get_account(account.username) luser = preload(luser, database=self._database) except ObjectDoesNotExist: return result for i, j in luser.it...	[ "def", "get_account_details", "(", "self", ",", "account", ")", ":", "result", "=", "{", "}", "try", ":", "luser", "=", "self", ".", "_get_account", "(", "account", ".", "username", ")", "luser", "=", "preload", "(", "luser", ",", "database", "=", "sel...	30	16.714286
def re_rect(FlowRate, Width, DistCenter, Nu, openchannel): """Return the Reynolds Number for a rectangular channel.""" #Checking input validity - inputs not checked here are checked by #functions this function calls. ut.check_range([FlowRate, ">0", "Flow rate"], [Nu, ">0", "Nu"]) return (4 * FlowRat...	[ "def", "re_rect", "(", "FlowRate", ",", "Width", ",", "DistCenter", ",", "Nu", ",", "openchannel", ")", ":", "#Checking input validity - inputs not checked here are checked by", "#functions this function calls.", "ut", ".", "check_range", "(", "[", "FlowRate", ",", "\">...	53.5	15.875
def rlmb_tiny_recurrent(): """Tiny setting with a recurrent next-frame model.""" hparams = rlmb_ppo_tiny() hparams.epochs = 1 # Too slow with 2 for regular runs. hparams.generative_model = "next_frame_basic_recurrent" hparams.generative_model_params = "next_frame_basic_recurrent" return hparams	[ "def", "rlmb_tiny_recurrent", "(", ")", ":", "hparams", "=", "rlmb_ppo_tiny", "(", ")", "hparams", ".", "epochs", "=", "1", "# Too slow with 2 for regular runs.", "hparams", ".", "generative_model", "=", "\"next_frame_basic_recurrent\"", "hparams", ".", "generative_mode...	43.142857	15.571429
def _GetFileSystemCacheIdentifier(self, path_spec): """Determines the file system cache identifier for the path specification. Args: path_spec (PathSpec): path specification. Returns: str: identifier of the VFS object. """ string_parts = [] string_parts.append(getattr(path_spec.pa...	[ "def", "_GetFileSystemCacheIdentifier", "(", "self", ",", "path_spec", ")", ":", "string_parts", "=", "[", "]", "string_parts", ".", "append", "(", "getattr", "(", "path_spec", ".", "parent", ",", "'comparable'", ",", "''", ")", ")", "string_parts", ".", "ap...	29.066667	21.533333
def generate_identifier(sender, instance, **kwargs): """ Generate and set identifier of concept before saving object to DB Args: sender (class): should be Concept instance (Concept): saving concept """ identifier = Concept.create_identifier(instance.query) qs = Concept.objects.f...	[ "def", "generate_identifier", "(", "sender", ",", "instance", ",", "", "", "kwargs", ")", ":", "identifier", "=", "Concept", ".", "create_identifier", "(", "instance", ".", "query", ")", "qs", "=", "Concept", ".", "objects", ".", "filter", "(", "identifi...	35.333333	15.066667
def getReturnPage(context, prior=False): ''' This tag makes it easy to get return links from within a template without requiring custom logic inside the view. Just include {% getReturnPage as returnPage %} and then reference {{ returnPage.url }} and {{ returnPage.title }} as needed. ''' ...	[ "def", "getReturnPage", "(", "context", ",", "prior", "=", "False", ")", ":", "siteHistory", "=", "getattr", "(", "context", ".", "get", "(", "'request'", ",", "None", ")", ",", "'session'", ",", "{", "}", ")", ".", "get", "(", "'SITE_HISTORY'", ",", ...	50.666667	24.888889
def init(config, workdir=None, logfile=None, loglevel=logging.INFO, kwargs): """ Initialize the Lago environment Args: config(str): Path to LagoInitFile workdir(str): Path to initalize the workdir, defaults to "$PWD/.lago" kwargs(dict): Pass arguments to :func:`~lago.cmd.do_init...	[ "def", "init", "(", "config", ",", "workdir", "=", "None", ",", "logfile", "=", "None", ",", "loglevel", "=", "logging", ".", "INFO", ",", "", "", "kwargs", ")", ":", "setup_sdk_logging", "(", "logfile", ",", "loglevel", ")", "defaults", "=", "lago_c...	32.925926	17.814815
def calculate_priority(ratios=None, **kwargs): "Calculates a priority score based on a number of attributes." if not ratios: ratios = PRIORITY_FEATURE_WEIGHTS scores = [DEFAULT_PRIORITY_SCORE] for key, value in kwargs.items(): if key not in PRIORITY_FEATURE_WEIGHTS: raise Key...	[ "def", "calculate_priority", "(", "ratios", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "not", "ratios", ":", "ratios", "=", "PRIORITY_FEATURE_WEIGHTS", "scores", "=", "[", "DEFAULT_PRIORITY_SCORE", "]", "for", "key", ",", "value", "in", "kwargs", ...	46.583333	13.75
def needs_repo_fabsetup_custom(func): '''Decorator, ensures that fabsetup-custom exists and it is a git repo.''' from fabric.api import local @wraps(func) def wrapper(args, *kwargs): if not os.path.exists(FABSETUP_CUSTOM_DIR): msg = '''\ Git repository ~/.fabsetup-custom with conf...	[ "def", "needs_repo_fabsetup_custom", "(", "func", ")", ":", "from", "fabric", ".", "api", "import", "local", "@", "wraps", "(", "func", ")", "def", "wrapper", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "if", "not", "os", ".", "path", ".", ...	44.887097	19.5
def get_auth_info(self, **params): """https://developers.coinbase.com/api/v2#show-authorization-information""" response = self._get('v2', 'user', 'auth', params=params) return self._make_api_object(response, APIObject)	[ "def", "get_auth_info", "(", "self", ",", "", "", "params", ")", ":", "response", "=", "self", ".", "_get", "(", "'v2'", ",", "'user'", ",", "'auth'", ",", "params", "=", "params", ")", "return", "self", ".", "_make_api_object", "(", "response", ",",...	59.75	12
def RemoveKeywordsForName(self, name, keywords): """Removes keywords for a name. Args: name: A name which should not be associated with some keywords anymore. keywords: A collection of keywords. """ data_store.DB.IndexRemoveKeywordsForName(self.urn, name, keywords)	[ "def", "RemoveKeywordsForName", "(", "self", ",", "name", ",", "keywords", ")", ":", "data_store", ".", "DB", ".", "IndexRemoveKeywordsForName", "(", "self", ".", "urn", ",", "name", ",", "keywords", ")" ]	35.875	18.375
def write_hier_all(self, out=sys.stdout, len_dash=1, max_depth=None, num_child=None, short_prt=False): """Write hierarchy for all GO Terms in obo file.""" # Print: [biological_process, molecular_function, and cellular_component] for go_id in ['GO:0008150', 'GO:0003674', 'GO...	[ "def", "write_hier_all", "(", "self", ",", "out", "=", "sys", ".", "stdout", ",", "len_dash", "=", "1", ",", "max_depth", "=", "None", ",", "num_child", "=", "None", ",", "short_prt", "=", "False", ")", ":", "# Print: [biological_process, molecular_function, a...	68.833333	25.666667
def deps_used(self, pkg, used): """Create dependencies dictionary """ if find_package(pkg + self.meta.sp, self.meta.pkg_path): if pkg not in self.deps_dict.values(): self.deps_dict[pkg] = used else: self.deps_dict[pkg] += used	[ "def", "deps_used", "(", "self", ",", "pkg", ",", "used", ")", ":", "if", "find_package", "(", "pkg", "+", "self", ".", "meta", ".", "sp", ",", "self", ".", "meta", ".", "pkg_path", ")", ":", "if", "pkg", "not", "in", "self", ".", "deps_dict", "....	37.375	8.875
def install(self, kwargs): """ Installs the app in the current user's account. """ if self._dxid is not None: return dxpy.api.app_install(self._dxid, kwargs) else: return dxpy.api.app_install('app-' + self._name, alias=self._alias, **kwargs)	[ "def", "install", "(", "self", ",", "", "", "kwargs", ")", ":", "if", "self", ".", "_dxid", "is", "not", "None", ":", "return", "dxpy", ".", "api", ".", "app_install", "(", "self", ".", "_dxid", ",", "", "", "kwargs", ")", "else", ":", "retur...	37.75	16.25
def get_texts(self): """ Parse documents from a .txt file assuming 1 document per line, yielding lists of filtered tokens """ with self.getstream() as text_stream: for i, line in enumerate(text_stream): line = to_unicode(line) line = (TweetCorpus.case_normaliz...	[ "def", "get_texts", "(", "self", ")", ":", "with", "self", ".", "getstream", "(", ")", "as", "text_stream", ":", "for", "i", ",", "line", "in", "enumerate", "(", "text_stream", ")", ":", "line", "=", "to_unicode", "(", "line", ")", "line", "=", "(", ...	47.111111	13.555556
def fll(self, value): """ Returns loglike of value """ self.stochastic.value = value try: ll = self.loglike except ZeroProbability: ll = -np.infty self.stochastic.revert() return ll	[ "def", "fll", "(", "self", ",", "value", ")", ":", "self", ".", "stochastic", ".", "value", "=", "value", "try", ":", "ll", "=", "self", ".", "loglike", "except", "ZeroProbability", ":", "ll", "=", "-", "np", ".", "infty", "self", ".", "stochastic", ...	23.545455	11.181818
def p_array_literal_2(self, p): """array_literal : LBRACKET element_list RBRACKET \| LBRACKET element_list COMMA elision_opt RBRACKET """ items = p[2] if len(p) == 6: items.extend(p[4]) p[0] = self.asttypes.Array(items=items) p[0].setpo...	[ "def", "p_array_literal_2", "(", "self", ",", "p", ")", ":", "items", "=", "p", "[", "2", "]", "if", "len", "(", "p", ")", "==", "6", ":", "items", ".", "extend", "(", "p", "[", "4", "]", ")", "p", "[", "0", "]", "=", "self", ".", "asttypes...	35.111111	12.888889
def overlapping_bins(start, stop=None): """ Given an interval `start:stop`, return bins for intervals overlapping `start:stop` by at least one position. The order is according to the bin level (starting with the smallest bins), and within a level according to the bin number (ascending). :arg ...	[ "def", "overlapping_bins", "(", "start", ",", "stop", "=", "None", ")", ":", "if", "stop", "is", "None", ":", "stop", "=", "start", "+", "1", "return", "[", "bin", "for", "first", ",", "last", "in", "range_per_level", "(", "start", ",", "stop", ")", ...	37.44	24
def calculate_rsq(self): """calculate_rsq calculates coefficient of determination, or r-squared, defined here as 1.0 - SS_res / SS_tot. rsq is only calculated for those timepoints in the data for which the design matrix is non-zero. """ assert hasattr(self, 'betas'), 'no betas found, please run ...	[ "def", "calculate_rsq", "(", "self", ")", ":", "assert", "hasattr", "(", "self", ",", "'betas'", ")", ",", "'no betas found, please run regression before rsq'", "explained_times", "=", "self", ".", "design_matrix", ".", "sum", "(", "axis", "=", "0", ")", "!=", ...	76.181818	41.272727
def multi_split(text, regexes): """ Split the text by the given regexes, in priority order. Make sure that the regex is parenthesized so that matches are returned in re.split(). Splitting on a single regex works like normal split. >>> '\|'.join(multi_split('one two three', [r'\w+'])) 'one\| ...	[ "def", "multi_split", "(", "text", ",", "regexes", ")", ":", "def", "make_regex", "(", "s", ")", ":", "return", "re", ".", "compile", "(", "s", ")", "if", "isinstance", "(", "s", ",", "basestring", ")", "else", "s", "regexes", "=", "[", "make_regex",...	35.045455	19.363636
def add_entity_meta(self, datastream, options, data): """ To add entity meta data to a datastream :param datastream: string :param options: dict :param data: list """ url = '/datastream/' + str(datastream) + '/entityMeta' response = self.http.post(url, dat...	[ "def", "add_entity_meta", "(", "self", ",", "datastream", ",", "options", ",", "data", ")", ":", "url", "=", "'/datastream/'", "+", "str", "(", "datastream", ")", "+", "'/entityMeta'", "response", "=", "self", ".", "http", ".", "post", "(", "url", ",", ...	37	11.153846
def uniform_random_global_points(n=100): """ Returns an array of `n` uniformally distributed `shapely.geometry.Point` objects. Points are coordinates distributed equivalently across the Earth's surface. """ xs = np.random.uniform(-180, 180, n) ys = np.random.uniform(-90, 90, n) return [shape...	[ "def", "uniform_random_global_points", "(", "n", "=", "100", ")", ":", "xs", "=", "np", ".", "random", ".", "uniform", "(", "-", "180", ",", "180", ",", "n", ")", "ys", "=", "np", ".", "random", ".", "uniform", "(", "-", "90", ",", "90", ",", "...	45.125	13.875
def get_cv_pattern(self, word, pprint=False): """ input = iparras pattern = [('V', 1, 'i'), ('C', 1, 'p'), ('V', 2, 'a'), ('C', 2, 'r'), ('C', 2, 'r'), ('V', 2, 'a'), ('C', 3, 's')] pprint = V₁C₁V₂C₂C₂V₂C₃ """ subscripts = { 1: '₁', ...	[ "def", "get_cv_pattern", "(", "self", ",", "word", ",", "pprint", "=", "False", ")", ":", "subscripts", "=", "{", "1", ":", "'₁',", "", "2", ":", "'₂',", "", "3", ":", "'₃',", "", "4", ":", "'₄',", "", "5", ":", "'₅',", "", "6", ":", "'₆',", ...	33.918367	18.571429
def bytenet_internal(inputs, targets, hparams): """ByteNet, main step used for training.""" with tf.variable_scope("bytenet"): # Flatten inputs and extend length by 50%. inputs = tf.expand_dims(common_layers.flatten4d3d(inputs), axis=2) extend_length = tf.to_int32(0.5 * tf.to_float(tf.shape(inputs)[1]))...	[ "def", "bytenet_internal", "(", "inputs", ",", "targets", ",", "hparams", ")", ":", "with", "tf", ".", "variable_scope", "(", "\"bytenet\"", ")", ":", "# Flatten inputs and extend length by 50%.", "inputs", "=", "tf", ".", "expand_dims", "(", "common_layers", ".",...	51.12	20.12
def send(self, to, from_, body, dm=False): """ Send BODY as an @message from FROM to TO If we don't have the access tokens for FROM, raise AccountNotFoundError. If the tweet resulting from '@{0} {1}'.format(TO, BODY) is > 140 chars raise TweetTooLongError. If we want to...	[ "def", "send", "(", "self", ",", "to", ",", "from_", ",", "body", ",", "dm", "=", "False", ")", ":", "tweet", "=", "'@{0} {1}'", ".", "format", "(", "to", ",", "body", ")", "if", "from_", "not", "in", "self", ".", "accounts", ":", "raise", "Accou...	29	18.058824
def write(self, session, data): """Writes data to device or interface synchronously. Corresponds to viWrite function of the VISA library. :param session: Unique logical identifier to a session. :param data: data to be written. :type data: str :return: Number of bytes ac...	[ "def", "write", "(", "self", ",", "session", ",", "data", ")", ":", "try", ":", "sess", "=", "self", ".", "sessions", "[", "session", "]", "except", "KeyError", ":", "return", "constants", ".", "StatusCode", ".", "error_invalid_object", "try", ":", "retu...	34.047619	20.47619
def process_orders(self, orderbook): ''' Default and costant orders processor. Overwrite it for more sophisticated strategies ''' for stock, alloc in orderbook.iteritems(): self.logger.info('{}: Ordered {} {} stocks'.format( self.datetime, stock, alloc)) i...	[ "def", "process_orders", "(", "self", ",", "orderbook", ")", ":", "for", "stock", ",", "alloc", "in", "orderbook", ".", "iteritems", "(", ")", ":", "self", ".", "logger", ".", "info", "(", "'{}: Ordered {} {} stocks'", ".", "format", "(", "self", ".", "d...	45.466667	10.4
def previous_unwrittable_on_col(view, coords): """Return position of the previous (in column) letter that is unwrittable""" x, y = coords miny = -1 for offset in range(y - 1, miny, -1): letter = view[x, offset] if letter not in REWRITABLE_LETTERS: return offset return Non...	[ "def", "previous_unwrittable_on_col", "(", "view", ",", "coords", ")", ":", "x", ",", "y", "=", "coords", "miny", "=", "-", "1", "for", "offset", "in", "range", "(", "y", "-", "1", ",", "miny", ",", "-", "1", ")", ":", "letter", "=", "view", "[",...	34.777778	12.111111
def get_clusters_interfaces(clusters, extra_cond=lambda nic: True): """ Returns for each cluster the available cluster interfaces Args: clusters (str): list of the clusters extra_cond (lambda): extra predicate to filter network card retrieved from the API. E.g lambda nic: not nic['mounted']...	[ "def", "get_clusters_interfaces", "(", "clusters", ",", "extra_cond", "=", "lambda", "nic", ":", "True", ")", ":", "interfaces", "=", "{", "}", "for", "cluster", "in", "clusters", ":", "nics", "=", "get_cluster_interfaces", "(", "cluster", ",", "extra_cond", ...	32.407407	22.555556
def azimuth(self, point): """ Compute the azimuth (in decimal degrees) between this point and the given point. :param point: Destination point. :type point: Instance of :class:`Point` :returns: The azimuth, value in a range ``[0, 360)`...	[ "def", "azimuth", "(", "self", ",", "point", ")", ":", "return", "geodetic", ".", "azimuth", "(", "self", ".", "longitude", ",", "self", ".", "latitude", ",", "point", ".", "longitude", ",", "point", ".", "latitude", ")" ]	30.0625	17.3125
def write(self, stream): ''' Write PLY data to a writeable file-like object or filename. ''' (must_close, stream) = _open_stream(stream, 'write') try: stream.write(self.header.encode('ascii')) stream.write(b'\n') for elt in self: ...	[ "def", "write", "(", "self", ",", "stream", ")", ":", "(", "must_close", ",", "stream", ")", "=", "_open_stream", "(", "stream", ",", "'write'", ")", "try", ":", "stream", ".", "write", "(", "self", ".", "header", ".", "encode", "(", "'ascii'", ")", ...	30.785714	20.928571
def drawBezier(page, p1, p2, p3, p4, color=None, fill=None, dashes=None, width=1, morph=None, closePath=False, roundCap=False, overlay=True): """Draw a general cubic Bezier curve from p1 to p4 using control points p2 and p3. """ img = page.newShape() Q = img.drawBezier(Poin...	[ "def", "drawBezier", "(", "page", ",", "p1", ",", "p2", ",", "p3", ",", "p4", ",", "color", "=", "None", ",", "fill", "=", "None", ",", "dashes", "=", "None", ",", "width", "=", "1", ",", "morph", "=", "None", ",", "closePath", "=", "False", ",...	43.75	18.666667
def _setup_argparse(self): """Create `argparse` instance, and setup with appropriate parameters. """ parser = argparse.ArgumentParser( prog='catalog', description='Parent Catalog class for astrocats.') subparsers = parser.add_subparsers( description='valid subcom...	[ "def", "_setup_argparse", "(", "self", ")", ":", "parser", "=", "argparse", ".", "ArgumentParser", "(", "prog", "=", "'catalog'", ",", "description", "=", "'Parent Catalog class for astrocats.'", ")", "subparsers", "=", "parser", ".", "add_subparsers", "(", "descr...	32.333333	19.416667
def create_image_stream(self, name, docker_image_repository, insecure_registry=False): """ Create an ImageStream object Raises exception on error :param name: str, name of ImageStream :param docker_image_repository: str, pull spec for docker image ...	[ "def", "create_image_stream", "(", "self", ",", "name", ",", "docker_image_repository", ",", "insecure_registry", "=", "False", ")", ":", "img_stream_file", "=", "os", ".", "path", ".", "join", "(", "self", ".", "os_conf", ".", "get_build_json_store", "(", ")"...	42.217391	20.304348
def name(self): """Returns the name of the device. Args: self (JLinkDeviceInfo): the ``JLinkDeviceInfo`` instance Returns: Device name. """ return ctypes.cast(self.sName, ctypes.c_char_p).value.decode()	[ "def", "name", "(", "self", ")", ":", "return", "ctypes", ".", "cast", "(", "self", ".", "sName", ",", "ctypes", ".", "c_char_p", ")", ".", "value", ".", "decode", "(", ")" ]	25.5	23
def unaccentuate(s): """ Replace accentuated chars in string by their non accentuated equivalent. """ return "".join(c for c in unicodedata.normalize("NFKD", s) if not unicodedata.combining(c))	[ "def", "unaccentuate", "(", "s", ")", ":", "return", "\"\"", ".", "join", "(", "c", "for", "c", "in", "unicodedata", ".", "normalize", "(", "\"NFKD\"", ",", "s", ")", "if", "not", "unicodedata", ".", "combining", "(", "c", ")", ")" ]	66.333333	25
def add_output_file(self, filename): """ Add filename as a output file for this DAG node. @param filename: output filename to add """ if filename not in self.__output_files: self.__output_files.append(filename) if not isinstance(self.job(), CondorDAGManJob): if self.job().get_un...	[ "def", "add_output_file", "(", "self", ",", "filename", ")", ":", "if", "filename", "not", "in", "self", ".", "__output_files", ":", "self", ".", "__output_files", ".", "append", "(", "filename", ")", "if", "not", "isinstance", "(", "self", ".", "job", "...	33.727273	7.727273
def readTuple(self, line, n=3): """ Reads a tuple of numbers. e.g. vertices, normals or teture coords. """ numbers = [num for num in line.split(' ') if num] return [float(num) for num in numbers[1:n + 1]]	[ "def", "readTuple", "(", "self", ",", "line", ",", "n", "=", "3", ")", ":", "numbers", "=", "[", "num", "for", "num", "in", "line", ".", "split", "(", "' '", ")", "if", "num", "]", "return", "[", "float", "(", "num", ")", "for", "num", "in", ...	46.4	8.2
def compose_MDAL_dic(self, site, point_type, start, end, var, agg, window, aligned, points=None, return_names=False): """ Create dictionary for MDAL request. Parameters ---------- site : str Building name. start : str ...	[ "def", "compose_MDAL_dic", "(", "self", ",", "site", ",", "point_type", ",", "start", ",", "end", ",", "var", ",", "agg", ",", "window", ",", "aligned", ",", "points", "=", "None", ",", "return_names", "=", "False", ")", ":", "# Convert time to UTC", "st...	37.41791	22.58209
def _PartitionChunks(chunks): """Groups chunks into partitions of size safe for a single INSERT.""" partitions = [[]] partition_size = 0 for chunk in chunks: cursize = len(chunk["blob_chunk"]) if (cursize + partition_size > BLOB_CHUNK_SIZE or len(partitions[-1]) >= CHUNKS_PER_INSERT): par...	[ "def", "_PartitionChunks", "(", "chunks", ")", ":", "partitions", "=", "[", "[", "]", "]", "partition_size", "=", "0", "for", "chunk", "in", "chunks", ":", "cursize", "=", "len", "(", "chunk", "[", "\"blob_chunk\"", "]", ")", "if", "(", "cursize", "+",...	28.866667	16.266667
def find_valid_random_signature(s: int) -> Tuple[int, int]: """ Find v and r valid values for a given s :param s: random value :return: v, r """ for _ in range(10000): r = int(os.urandom(31).hex(), 16) v = (r % 2) + 27 if r < secpk1n: ...	[ "def", "find_valid_random_signature", "(", "s", ":", "int", ")", "->", "Tuple", "[", "int", ",", "int", "]", ":", "for", "_", "in", "range", "(", "10000", ")", ":", "r", "=", "int", "(", "os", ".", "urandom", "(", "31", ")", ".", "hex", "(", ")...	37.222222	16.444444
def force_text(s, encoding='utf-8', errors='strict'): """ Similar to smart_text, except that lazy instances are resolved to strings, rather than kept as lazy objects. If strings_only is True, don't convert (some) non-string-like objects. """ if isinstance(s, text_type): return s tr...	[ "def", "force_text", "(", "s", ",", "encoding", "=", "'utf-8'", ",", "errors", "=", "'strict'", ")", ":", "if", "isinstance", "(", "s", ",", "text_type", ")", ":", "return", "s", "try", ":", "if", "not", "isinstance", "(", "s", ",", "string_types", "...	32.933333	15.333333
def has_been(s, since, dt=None): ''' A parser to check whether a (cron-like) string has been true during a certain time period. Useful for applications which cannot check every minute or need to catch up during a restart. @input: s = cron-like string (minute, hour, day of month, month, day of we...	[ "def", "has_been", "(", "s", ",", "since", ",", "dt", "=", "None", ")", ":", "if", "dt", "is", "None", ":", "dt", "=", "datetime", ".", "now", "(", "tz", "=", "since", ".", "tzinfo", ")", "if", "dt", "<", "since", ":", "raise", "ValueError", "(...	36	27.909091
def val(self, piece, ref_color): """ Finds value of ``Piece`` :type: piece: Piece :type: ref_color: Color :rtype: int """ if piece is None: return 0 if ref_color == piece.color: const = 1 else: const = -1 ...	[ "def", "val", "(", "self", ",", "piece", ",", "ref_color", ")", ":", "if", "piece", "is", "None", ":", "return", "0", "if", "ref_color", "==", "piece", ".", "color", ":", "const", "=", "1", "else", ":", "const", "=", "-", "1", "if", "isinstance", ...	27.517241	11.655172
def bin(self): """Full-length binary representation of the IP address. >>> ip = IP("127.0.0.1") >>> print(ip.bin()) 01111111000000000000000000000001 """ bits = self.v == 4 and 32 or 128 return bin(self.ip).split('b')[1].rjust(bits, '0')	[ "def", "bin", "(", "self", ")", ":", "bits", "=", "self", ".", "v", "==", "4", "and", "32", "or", "128", "return", "bin", "(", "self", ".", "ip", ")", ".", "split", "(", "'b'", ")", "[", "1", "]", ".", "rjust", "(", "bits", ",", "'0'", ")" ...	31.666667	11.666667
def trace_memory_stop(self): """ Stops measuring memory consumption """ self.trace_memory_clean_caches() objgraph.show_growth(limit=30) trace_type = context.get_current_config()["trace_memory_type"] if trace_type: filename = '%s/%s-%s.png' % ( cont...	[ "def", "trace_memory_stop", "(", "self", ")", ":", "self", ".", "trace_memory_clean_caches", "(", ")", "objgraph", ".", "show_growth", "(", "limit", "=", "30", ")", "trace_type", "=", "context", ".", "get_current_config", "(", ")", "[", "\"trace_memory_type\"", ...	28.585366	21.560976
def revert(self, strip=0, root=None): """ apply patch in reverse order """ reverted = copy.deepcopy(self) reverted._reverse() return reverted.apply(strip, root)	[ "def", "revert", "(", "self", ",", "strip", "=", "0", ",", "root", "=", "None", ")", ":", "reverted", "=", "copy", ".", "deepcopy", "(", "self", ")", "reverted", ".", "_reverse", "(", ")", "return", "reverted", ".", "apply", "(", "strip", ",", "roo...	34.4	5.6
def get_ip_address(ifname): """ Hack to get IP address from the interface """ s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM) return socket.inet_ntoa(fcntl.ioctl( s.fileno(), 0x8915, # SIOCGIFADDR struct.pack('256s', ifname[:15]) )[20:24])	[ "def", "get_ip_address", "(", "ifname", ")", ":", "s", "=", "socket", ".", "socket", "(", "socket", ".", "AF_INET", ",", "socket", ".", "SOCK_DGRAM", ")", "return", "socket", ".", "inet_ntoa", "(", "fcntl", ".", "ioctl", "(", "s", ".", "fileno", "(", ...	30.888889	14.111111
def load_file(self, dfile, incremental=False): """ Loads the specified file and returns the Instances object. In case of incremental loading, only the structure. :param dfile: the file to load :type dfile: str :param incremental: whether to load the dataset incrementally...	[ "def", "load_file", "(", "self", ",", "dfile", ",", "incremental", "=", "False", ")", ":", "self", ".", "enforce_type", "(", "self", ".", "jobject", ",", "\"weka.core.converters.FileSourcedConverter\"", ")", "self", ".", "incremental", "=", "incremental", "if", ...	51.172414	22.689655
def answer(self) -> str: """Get a random answer in current language. :return: An answer. :Example: No """ answers = self._data['answers'] return self.random.choice(answers)	[ "def", "answer", "(", "self", ")", "->", "str", ":", "answers", "=", "self", ".", "_data", "[", "'answers'", "]", "return", "self", ".", "random", ".", "choice", "(", "answers", ")" ]	22.5	16.1
def _merge_csv_column(table, csvs): """ Add csv data to each column in a list of columns :param dict table: Table metadata :param str crumbs: Hierarchy crumbs :param str pc: Paleo or Chron table type :return dict: Table metadata with csv "values" entry :return bool ensemble: Ensemble data o...	[ "def", "_merge_csv_column", "(", "table", ",", "csvs", ")", ":", "# Start putting CSV data into corresponding column \"values\" key", "try", ":", "ensemble", "=", "is_ensemble", "(", "table", "[", "\"columns\"", "]", ")", "if", "ensemble", ":", "# realization columns", ...	46.836735	21.734694
def convert_outlook_msg(msg_bytes): """ Uses the ``msgconvert`` Perl utility to convert an Outlook MS file to standard RFC 822 format Args: msg_bytes (bytes): the content of the .msg file Returns: A RFC 822 string """ if not is_outlook_msg(msg_bytes): raise ValueErr...	[ "def", "convert_outlook_msg", "(", "msg_bytes", ")", ":", "if", "not", "is_outlook_msg", "(", "msg_bytes", ")", ":", "raise", "ValueError", "(", "\"The supplied bytes are not an Outlook MSG file\"", ")", "orig_dir", "=", "os", ".", "getcwd", "(", ")", "tmp_dir", "...	30.6875	18
def serialize(self): """Return the string representation of the receiver.""" res = '<?xml version="1.0" encoding="UTF-8"?>' for ns in self.namespaces: self.top_grammar.attr["xmlns:" + self.namespaces[ns]] = ns res += self.top_grammar.start_tag() for ch in self.top_gra...	[ "def", "serialize", "(", "self", ")", ":", "res", "=", "'<?xml version=\"1.0\" encoding=\"UTF-8\"?>'", "for", "ns", "in", "self", ".", "namespaces", ":", "self", ".", "top_grammar", ".", "attr", "[", "\"xmlns:\"", "+", "self", ".", "namespaces", "[", "ns", "...	43.571429	9.071429
def __boost(self, grad, hess): """Boost Booster for one iteration with customized gradient statistics. Note ---- For multi-class task, the score is group by class_id first, then group by row_id. If you want to get i-th row score in j-th class, the access way is score[j * num_dat...	[ "def", "__boost", "(", "self", ",", "grad", ",", "hess", ")", ":", "grad", "=", "list_to_1d_numpy", "(", "grad", ",", "name", "=", "'gradient'", ")", "hess", "=", "list_to_1d_numpy", "(", "hess", ",", "name", "=", "'hessian'", ")", "assert", "grad", "....	41.305556	19.194444
def verify_order(self, hostname, domain, location, hourly, flavor, router=None): """Verifies an order for a dedicated host. See :func:`place_order` for a list of available options. """ create_options = self._generate_create_dict(hostname=hostname, ...	[ "def", "verify_order", "(", "self", ",", "hostname", ",", "domain", ",", "location", ",", "hourly", ",", "flavor", ",", "router", "=", "None", ")", ":", "create_options", "=", "self", ".", "_generate_create_dict", "(", "hostname", "=", "hostname", ",", "ro...	48.714286	27.214286
def unblock_events(self): """ Allows the widget to send signals. """ self._widget.blockSignals(False) self._widget.setUpdatesEnabled(True)	[ "def", "unblock_events", "(", "self", ")", ":", "self", ".", "_widget", ".", "blockSignals", "(", "False", ")", "self", ".", "_widget", ".", "setUpdatesEnabled", "(", "True", ")" ]	28.833333	3.5
def wiki_create(self, title, body, other_names=None): """Action to lets you create a wiki page (Requires login) (UNTESTED). Parameters: title (str): Page title. body (str): Page content. other_names (str): Other names. """ params = { 'wiki...	[ "def", "wiki_create", "(", "self", ",", "title", ",", "body", ",", "other_names", "=", "None", ")", ":", "params", "=", "{", "'wiki_page[title]'", ":", "title", ",", "'wiki_page[body]'", ":", "body", ",", "'wiki_page[other_names]'", ":", "other_names", "}", ...	36.214286	13.214286
def get_webhook(self, scaling_group, policy, webhook): """ Gets the detail for the specified webhook. """ return self._manager.get_webhook(scaling_group, policy, webhook)	[ "def", "get_webhook", "(", "self", ",", "scaling_group", ",", "policy", ",", "webhook", ")", ":", "return", "self", ".", "_manager", ".", "get_webhook", "(", "scaling_group", ",", "policy", ",", "webhook", ")" ]	39.6	11.2
def apply_same_chip_constraints(vertices_resources, nets, constraints): """Modify a set of vertices_resources, nets and constraints to account for all SameChipConstraints. To allow placement algorithms to handle SameChipConstraints without any special cases, Vertices identified in a SameChipConstraint ...	[ "def", "apply_same_chip_constraints", "(", "vertices_resources", ",", "nets", ",", "constraints", ")", ":", "# Make a copy of the basic structures to be modified by this function", "vertices_resources", "=", "vertices_resources", ".", "copy", "(", ")", "nets", "=", "nets", ...	43.081301	23.463415
def _load_script(self, filename: str) -> Script: """Load a Lua script. Read the Lua script file to generate its Script object. If the script starts with a magic string, add it to the list of scripts requiring an idempotency token to execute. """ with open(path.join(here,...	[ "def", "_load_script", "(", "self", ",", "filename", ":", "str", ")", "->", "Script", ":", "with", "open", "(", "path", ".", "join", "(", "here", ",", "'redis_scripts'", ",", "filename", ")", ",", "mode", "=", "'rb'", ")", "as", "f", ":", "script_dat...	45.076923	19.230769
def _outputs(self): """List of layers containing outputs from the IF. :returns: A list of vector layers. :rtype: list """ layers = OrderedDict() layers[layer_purpose_exposure_summary['key']] = ( self._exposure_summary) layers[layer_purpose_aggregate_h...	[ "def", "_outputs", "(", "self", ")", ":", "layers", "=", "OrderedDict", "(", ")", "layers", "[", "layer_purpose_exposure_summary", "[", "'key'", "]", "]", "=", "(", "self", ".", "_exposure_summary", ")", "layers", "[", "layer_purpose_aggregate_hazard_impacted", ...	41.486486	17.540541
def smart_email_send(self, smart_email_id, to, consent_to_track, cc=None, bcc=None, attachments=None, data=None, add_recipients_to_list=None): """Sends the smart email.""" validate_consent_to_track(consent_to_track) body = { "To": to, "CC": cc, "BCC": bcc, ...	[ "def", "smart_email_send", "(", "self", ",", "smart_email_id", ",", "to", ",", "consent_to_track", ",", "cc", "=", "None", ",", "bcc", "=", "None", ",", "attachments", "=", "None", ",", "data", "=", "None", ",", "add_recipients_to_list", "=", "None", ")", ...	43.533333	21.266667
def NewFromJSON(data): """ Create a new Comment instance from a JSON dict. Args: data (dict): JSON dictionary representing a Comment. Returns: A Comment instance. """ return Comment( body=data.get('body', None), posted_at=...	[ "def", "NewFromJSON", "(", "data", ")", ":", "return", "Comment", "(", "body", "=", "data", ".", "get", "(", "'body'", ",", "None", ")", ",", "posted_at", "=", "data", ".", "get", "(", "'posted_at'", ",", "None", ")", ",", "user", "=", "User", ".",...	26.8	18.133333
def CheckBlobsExist(self, blob_ids): """Checks if given blobs exit.""" result = {} for blob_id in blob_ids: result[blob_id] = blob_id in self.blobs return result	[ "def", "CheckBlobsExist", "(", "self", ",", "blob_ids", ")", ":", "result", "=", "{", "}", "for", "blob_id", "in", "blob_ids", ":", "result", "[", "blob_id", "]", "=", "blob_id", "in", "self", ".", "blobs", "return", "result" ]	22.25	18.625
def parent(self): """A new URL with last part of path removed and cleaned up query and fragment. """ path = self.raw_path if not path or path == "/": if self.raw_fragment or self.raw_query_string: return URL(self._val._replace(query="", fragment=""), ...	[ "def", "parent", "(", "self", ")", ":", "path", "=", "self", ".", "raw_path", "if", "not", "path", "or", "path", "==", "\"/\"", ":", "if", "self", ".", "raw_fragment", "or", "self", ".", "raw_query_string", ":", "return", "URL", "(", "self", ".", "_v...	38.307692	18.076923
def wikilinks(self) -> List['WikiLink']: """Return a list of wikilink objects.""" _lststr = self._lststr _type_to_spans = self._type_to_spans return [ WikiLink(_lststr, _type_to_spans, span, 'WikiLink') for span in self._subspans('WikiLink')]	[ "def", "wikilinks", "(", "self", ")", "->", "List", "[", "'WikiLink'", "]", ":", "_lststr", "=", "self", ".", "_lststr", "_type_to_spans", "=", "self", ".", "_type_to_spans", "return", "[", "WikiLink", "(", "_lststr", ",", "_type_to_spans", ",", "span", ",...	41.714286	10.285714
def negative_sharpe( weights, expected_returns, cov_matrix, gamma=0, risk_free_rate=0.02 ): """ Calculate the negative Sharpe ratio of a portfolio :param weights: asset weights of the portfolio :type weights: np.ndarray :param expected_returns: expected return of each asset :type expected_r...	[ "def", "negative_sharpe", "(", "weights", ",", "expected_returns", ",", "cov_matrix", ",", "gamma", "=", "0", ",", "risk_free_rate", "=", "0.02", ")", ":", "mu", "=", "weights", ".", "dot", "(", "expected_returns", ")", "sigma", "=", "np", ".", "sqrt", "...	39.958333	15.791667
def extract_files(files): """Expand list of paths to include all text files matching the pattern.""" expanded_files = [] legal_extensions = [".md", ".txt", ".rtf", ".html", ".tex", ".markdown"] for f in files: # If it's a directory, recursively walk through it and find the files. if os....	[ "def", "extract_files", "(", "files", ")", ":", "expanded_files", "=", "[", "]", "legal_extensions", "=", "[", "\".md\"", ",", "\".txt\"", ",", "\".rtf\"", ",", "\".html\"", ",", "\".tex\"", ",", "\".markdown\"", "]", "for", "f", "in", "files", ":", "# If ...	39.15	20.35
def _find_relation_factory(module): """ Attempt to find a RelationFactory subclass in the module. Note: RelationFactory and RelationBase are ignored so they may be imported to be used as base classes without fear. """ if not module: return None # All the RelationFactory subclasses ...	[ "def", "_find_relation_factory", "(", "module", ")", ":", "if", "not", "module", ":", "return", "None", "# All the RelationFactory subclasses", "candidates", "=", "[", "o", "for", "o", "in", "(", "getattr", "(", "module", ",", "attr", ")", "for", "attr", "in...	37.117647	20.470588
def simple_mult(A, B, start): """ Builds a slow, small multiplier using the simple shift-and-add algorithm. Requires very small area (it uses only a single adder), but has long delay (worst case is len(A) cycles). start is a one-bit input to indicate inputs are ready. done is a one-bit output signal rai...	[ "def", "simple_mult", "(", "A", ",", "B", ",", "start", ")", ":", "triv_result", "=", "_trivial_mult", "(", "A", ",", "B", ")", "if", "triv_result", "is", "not", "None", ":", "return", "triv_result", ",", "pyrtl", ".", "Const", "(", "1", ",", "1", ...	39.138889	20.305556
def get_undeclared_type(self, item): """ Checks if a typed has already been declared in the python output or is a builtin python type. """ if item in self.done: return None if isinstance(item, typedesc.FundamentalType): return None if isins...	[ "def", "get_undeclared_type", "(", "self", ",", "item", ")", ":", "if", "item", "in", "self", ".", "done", ":", "return", "None", "if", "isinstance", "(", "item", ",", "typedesc", ".", "FundamentalType", ")", ":", "return", "None", "if", "isinstance", "(...	37.4	11.133333
def connected_ids(self, subset=None, show_ip=False, show_ipv4=None, include_localhost=None): ''' Return a set of all connected minion ids, optionally within a subset ''' if include_localhost is not None: salt.utils.versions.warn_until( 'Sodium', ...	[ "def", "connected_ids", "(", "self", ",", "subset", "=", "None", ",", "show_ip", "=", "False", ",", "show_ipv4", "=", "None", ",", "include_localhost", "=", "None", ")", ":", "if", "include_localhost", "is", "not", "None", ":", "salt", ".", "utils", ".",...	45.966667	18.833333
def _buildItem(self, elem, cls=None, initpath=None): """ Factory function to build objects based on registered PLEXOBJECTS. """ # cls is specified, build the object and return initpath = initpath or self._initpath if cls is not None: return cls(self._server, elem, initpath) ...	[ "def", "_buildItem", "(", "self", ",", "elem", ",", "cls", "=", "None", ",", "initpath", "=", "None", ")", ":", "# cls is specified, build the object and return", "initpath", "=", "initpath", "or", "self", ".", "_initpath", "if", "cls", "is", "not", "None", ...	58.714286	19.285714
def getScreenRGB(self,screen_data=None): """This function fills screen_data with the data screen_data MUST be a numpy array of uint32/int32. This can be initialized like so: screen_data = np.array(wh,dtype=np.uint32) Notice, it must be widthheight in size also If it is None, th...	[ "def", "getScreenRGB", "(", "self", ",", "screen_data", "=", "None", ")", ":", "if", "(", "screen_data", "is", "None", ")", ":", "width", "=", "ale_lib", ".", "getScreenWidth", "(", "self", ".", "obj", ")", "height", "=", "ale_lib", ".", "getScreenWidth"...	49.923077	14.307692

def next(self): """ Returns the next row in the CSV, for iteration """ if self._cur_row >= len(self._table): raise StopIteration data = self._table[self._cur_row].copy() self._cur_row += 1 return data

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def write_point(self, **kw): """ Write a task point to the file:: with writer.write_point(type=PointType.TURN): writer.write_waypoint(...) writer.write_observation_zone(...) # <Point type="Turn"> ... </Point> Inside the with clause the ...

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def __find_sentence_initial_proper_names(self, docs): """ Moodustame lausealguliste pärisnimede loendi: vaatame sõnu, millel nii pärisnimeanalüüs(id) kui ka mittepärisnimeanalüüs(id) ning mis esinevad lause või nummerdatud loendi alguses - jäädvustame selliste sõnade unikaa...

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def device_to_user(self, x, y): """Transform a coordinate from device space to user space by multiplying the given point by the inverse of the current transformation matrix (CTM). :param x: X position. :param y: Y position. :type x: float :type y: float :...

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def infer_from_frame_stack(self, ob_stack): """Infer policy from stack of observations. Args: ob_stack: array of shape (1, frame_stack_size, height, width, channels) Returns: logits and vf. """ logits, vf = self.sess.run([self.logits_t, self.value_function_t], ...

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def AddRow(self, values): """Adds a row of values. Args: values (list[object]): values. Raises: ValueError: if the number of values is out of bounds. """ if self._number_of_columns and len(values) != self._number_of_columns: raise ValueError('Number of values is out of bounds.') ...

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def file_exists(original_file): """ Validate the original file is in the S3 bucket """ s3 = boto3.resource('s3') bucket_name, object_key = _parse_s3_file(original_file) bucket = s3.Bucket(bucket_name) bucket_iterator = bucket.objects.filter(Prefix=object_key) bucket_list = [x for x in bu...

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def heightmap_rain_erosion( hm: np.ndarray, nbDrops: int, erosionCoef: float, sedimentationCoef: float, rnd: Optional[tcod.random.Random] = None, ) -> None: """Simulate the effect of rain drops on the terrain, resulting in erosion. ``nbDrops`` should be at least hm.size. Args: ...

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def extract_archive(archive_path, dest): """Extract a local or GCS archive file to a folder. Args: archive_path: local or gcs path to a *.tar.gz or *.tar file dest: local folder the archive will be extracted to """ # Make the dest folder if it does not exist if not os.path.isdir(dest): os.makedir...

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def set_mode_broodlord_params( self, zerg_count=None, vassal_overload_sos_interval=None, vassal_queue_items_sos=None): """This mode is a way for a vassal to ask for reinforcements to the Emperor. Reinforcements are new vassals spawned on demand generally bound on the same socket...

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def filter(self, track=None, follow=None, locations=None, event=None, record_keepalive=False): """ Returns an iterator for tweets that match a given filter track from the livestream of tweets happening right now. If a threading.Event is provided for event and the event is...

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def ends_to_curve(start_node, end_node): """Convert a "pair" of intersection nodes to a curve segment. .. note:: This is a helper used only by :func:`basic_interior_combine`, which in turn is only used by :func:`combine_intersections`. .. note:: This function could specialize to the...

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def get_share_url_with_dirname(uk, shareid, dirname): '''得到共享目录的链接''' return ''.join([ const.PAN_URL, 'wap/link', '?shareid=', shareid, '&uk=', uk, '&dir=', encoder.encode_uri_component(dirname), '&third=0', ])

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def checkAndRaise(pageNum, itemsPerPage): """Check and Raise an Exception if needed Args: pageNum (int): Page number itemsPerPage (int): Number of items per Page Raises: ErrPaginationLimits: If we are out of limits """ ...

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def listdir(self, folder_id='0', offset=None, limit=None, fields=None): 'Get Box object, representing list of objects in a folder.' if fields is not None\ and not isinstance(fields, types.StringTypes): fields = ','.join(fields) return self( join('folders', folder_id, 'items'), dict(offset=offset, limit=l...

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def _GetSanitizedEventValues(self, event): """Sanitizes the event for use in 4n6time. Args: event (EventObject): event. Returns: dict[str, object]: dictionary containing the sanitized event values. Raises: NoFormatterFound: If no event formatter can be found to match the data ...

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def append_from_dict(self, the_dict): """ Creates a ``measurement.Measurement`` object from the supplied dict and then appends it to the buffer :param the_dict: dict """ m = Measurement.from_dict(the_dict) self.append(m)

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def get_category_metrics(self, category): """Get metrics belonging to the given category""" slug_list = self._category_slugs(category) return self.get_metrics(slug_list)

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def defvalkey(js, key, default=None, take_none=True): """ Returns js[key] if set, otherwise default. Note js[key] can be None. :param js: :param key: :param default: :param take_none: :return: """ if js is None: return default if key not in js: return default ...

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def choose_template(self, template): '''Choose a template Args: template: String, choose which template you would like. Returns: None Raises: None ''' n1 = int(template)/10 n2 = int(template)%10 self.send('^TS'+...

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def env_present(name, value=None, user='root'): ''' Verifies that the specified environment variable is present in the crontab for the specified user. name The name of the environment variable to set in the user crontab user The name of the user whos...

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def describe_jobflow(self, jobflow_id): """ Describes a single Elastic MapReduce job flow :type jobflow_id: str :param jobflow_id: The job flow id of interest """ jobflows = self.describe_jobflows(jobflow_ids=[jobflow_id]) if jobflows: return jobflows...

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def _update_flip(context, flip_id, ip_type, requested_ports): """Update a flip based IPAddress :param context: neutron api request context. :param flip_id: id of the flip or scip :param ip_type: ip_types.FLOATING | ip_types.SCALING :param requested_ports: dictionary of the structure: {"port_id"...

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def seek(self, offset, whence=0): """Seek to the specified position. :param int offset: The offset in bytes. :param int whence: Where the offset is from. Returns the position after seeking.""" logger.debug('seeking to offset: %r whence: %r', offset, whence) if whence no...

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def _read_moment_tensor_from_ndk_string(ndk_string, system='USE'): """ Reads the moment tensor from the ndk_string representation ndk_string = [Mrr, sigMrr, Mtt, sigMtt, Mpp, sigMpp, Mrt, sigMrt, Mrp, sigMrp, Mtp, sigMtp] Output tensors should be of format: expected = [[Mtt, Mt...

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def select_column(self, column_name): """ Get a reference to the :class:`~turicreate.SArray` that corresponds with the given column_name. Throws an exception if the column_name is something other than a string or if the column name is not found. Parameters ---------- ...

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def get_account_details(self, account): """ Get the account details. """ result = {} try: luser = self._get_account(account.username) luser = preload(luser, database=self._database) except ObjectDoesNotExist: return result for i, j in luser.it...

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def re_rect(FlowRate, Width, DistCenter, Nu, openchannel): """Return the Reynolds Number for a rectangular channel.""" #Checking input validity - inputs not checked here are checked by #functions this function calls. ut.check_range([FlowRate, ">0", "Flow rate"], [Nu, ">0", "Nu"]) return (4 * FlowRat...

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def rlmb_tiny_recurrent(): """Tiny setting with a recurrent next-frame model.""" hparams = rlmb_ppo_tiny() hparams.epochs = 1 # Too slow with 2 for regular runs. hparams.generative_model = "next_frame_basic_recurrent" hparams.generative_model_params = "next_frame_basic_recurrent" return hparams

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def _GetFileSystemCacheIdentifier(self, path_spec): """Determines the file system cache identifier for the path specification. Args: path_spec (PathSpec): path specification. Returns: str: identifier of the VFS object. """ string_parts = [] string_parts.append(getattr(path_spec.pa...

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def generate_identifier(sender, instance, **kwargs): """ Generate and set identifier of concept before saving object to DB Args: sender (class): should be Concept instance (Concept): saving concept """ identifier = Concept.create_identifier(instance.query) qs = Concept.objects.f...

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def getReturnPage(context, prior=False): ''' This tag makes it easy to get return links from within a template without requiring custom logic inside the view. Just include {% getReturnPage as returnPage %} and then reference {{ returnPage.url }} and {{ returnPage.title }} as needed. ''' ...

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def init(config, workdir=None, logfile=None, loglevel=logging.INFO, **kwargs): """ Initialize the Lago environment Args: config(str): Path to LagoInitFile workdir(str): Path to initalize the workdir, defaults to "$PWD/.lago" **kwargs(dict): Pass arguments to :func:`~lago.cmd.do_init...

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def calculate_priority(ratios=None, **kwargs): "Calculates a priority score based on a number of attributes." if not ratios: ratios = PRIORITY_FEATURE_WEIGHTS scores = [DEFAULT_PRIORITY_SCORE] for key, value in kwargs.items(): if key not in PRIORITY_FEATURE_WEIGHTS: raise Key...

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def needs_repo_fabsetup_custom(func): '''Decorator, ensures that fabsetup-custom exists and it is a git repo.''' from fabric.api import local @wraps(func) def wrapper(*args, **kwargs): if not os.path.exists(FABSETUP_CUSTOM_DIR): msg = '''\ Git repository ~/.fabsetup-custom with conf...

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def get_auth_info(self, **params): """https://developers.coinbase.com/api/v2#show-authorization-information""" response = self._get('v2', 'user', 'auth', params=params) return self._make_api_object(response, APIObject)

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def RemoveKeywordsForName(self, name, keywords): """Removes keywords for a name. Args: name: A name which should not be associated with some keywords anymore. keywords: A collection of keywords. """ data_store.DB.IndexRemoveKeywordsForName(self.urn, name, keywords)

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def write_hier_all(self, out=sys.stdout, len_dash=1, max_depth=None, num_child=None, short_prt=False): """Write hierarchy for all GO Terms in obo file.""" # Print: [biological_process, molecular_function, and cellular_component] for go_id in ['GO:0008150', 'GO:0003674', 'GO...

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def deps_used(self, pkg, used): """Create dependencies dictionary """ if find_package(pkg + self.meta.sp, self.meta.pkg_path): if pkg not in self.deps_dict.values(): self.deps_dict[pkg] = used else: self.deps_dict[pkg] += used

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def install(self, **kwargs): """ Installs the app in the current user's account. """ if self._dxid is not None: return dxpy.api.app_install(self._dxid, **kwargs) else: return dxpy.api.app_install('app-' + self._name, alias=self._alias, **kwargs)

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def get_texts(self): """ Parse documents from a .txt file assuming 1 document per line, yielding lists of filtered tokens """ with self.getstream() as text_stream: for i, line in enumerate(text_stream): line = to_unicode(line) line = (TweetCorpus.case_normaliz...

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def fll(self, value): """ Returns loglike of value """ self.stochastic.value = value try: ll = self.loglike except ZeroProbability: ll = -np.infty self.stochastic.revert() return ll

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def p_array_literal_2(self, p): """array_literal : LBRACKET element_list RBRACKET | LBRACKET element_list COMMA elision_opt RBRACKET """ items = p[2] if len(p) == 6: items.extend(p[4]) p[0] = self.asttypes.Array(items=items) p[0].setpo...

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def overlapping_bins(start, stop=None): """ Given an interval `start:stop`, return bins for intervals *overlapping* `start:stop` by at least one position. The order is according to the bin level (starting with the smallest bins), and within a level according to the bin number (ascending). :arg ...

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def calculate_rsq(self): """calculate_rsq calculates coefficient of determination, or r-squared, defined here as 1.0 - SS_res / SS_tot. rsq is only calculated for those timepoints in the data for which the design matrix is non-zero. """ assert hasattr(self, 'betas'), 'no betas found, please run ...

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def multi_split(text, regexes): """ Split the text by the given regexes, in priority order. Make sure that the regex is parenthesized so that matches are returned in re.split(). Splitting on a single regex works like normal split. >>> '|'.join(multi_split('one two three', [r'\w+'])) 'one| ...

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def add_entity_meta(self, datastream, options, data): """ To add entity meta data to a datastream :param datastream: string :param options: dict :param data: list """ url = '/datastream/' + str(datastream) + '/entityMeta' response = self.http.post(url, dat...

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def uniform_random_global_points(n=100): """ Returns an array of `n` uniformally distributed `shapely.geometry.Point` objects. Points are coordinates distributed equivalently across the Earth's surface. """ xs = np.random.uniform(-180, 180, n) ys = np.random.uniform(-90, 90, n) return [shape...

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def get_cv_pattern(self, word, pprint=False): """ input = iparras pattern = [('V', 1, 'i'), ('C', 1, 'p'), ('V', 2, 'a'), ('C', 2, 'r'), ('C', 2, 'r'), ('V', 2, 'a'), ('C', 3, 's')] pprint = V₁C₁V₂C₂C₂V₂C₃ """ subscripts = { 1: '₁', ...

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def bytenet_internal(inputs, targets, hparams): """ByteNet, main step used for training.""" with tf.variable_scope("bytenet"): # Flatten inputs and extend length by 50%. inputs = tf.expand_dims(common_layers.flatten4d3d(inputs), axis=2) extend_length = tf.to_int32(0.5 * tf.to_float(tf.shape(inputs)[1]))...

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def send(self, to, from_, body, dm=False): """ Send BODY as an @message from FROM to TO If we don't have the access tokens for FROM, raise AccountNotFoundError. If the tweet resulting from '@{0} {1}'.format(TO, BODY) is > 140 chars raise TweetTooLongError. If we want to...

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def write(self, session, data): """Writes data to device or interface synchronously. Corresponds to viWrite function of the VISA library. :param session: Unique logical identifier to a session. :param data: data to be written. :type data: str :return: Number of bytes ac...

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def process_orders(self, orderbook): ''' Default and costant orders processor. Overwrite it for more sophisticated strategies ''' for stock, alloc in orderbook.iteritems(): self.logger.info('{}: Ordered {} {} stocks'.format( self.datetime, stock, alloc)) i...

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def previous_unwrittable_on_col(view, coords): """Return position of the previous (in column) letter that is unwrittable""" x, y = coords miny = -1 for offset in range(y - 1, miny, -1): letter = view[x, offset] if letter not in REWRITABLE_LETTERS: return offset return Non...

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def get_clusters_interfaces(clusters, extra_cond=lambda nic: True): """ Returns for each cluster the available cluster interfaces Args: clusters (str): list of the clusters extra_cond (lambda): extra predicate to filter network card retrieved from the API. E.g lambda nic: not nic['mounted']...

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def azimuth(self, point): """ Compute the azimuth (in decimal degrees) between this point and the given point. :param point: Destination point. :type point: Instance of :class:`Point` :returns: The azimuth, value in a range ``[0, 360)`...

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def write(self, stream): ''' Write PLY data to a writeable file-like object or filename. ''' (must_close, stream) = _open_stream(stream, 'write') try: stream.write(self.header.encode('ascii')) stream.write(b'\n') for elt in self: ...

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def drawBezier(page, p1, p2, p3, p4, color=None, fill=None, dashes=None, width=1, morph=None, closePath=False, roundCap=False, overlay=True): """Draw a general cubic Bezier curve from p1 to p4 using control points p2 and p3. """ img = page.newShape() Q = img.drawBezier(Poin...

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def _setup_argparse(self): """Create `argparse` instance, and setup with appropriate parameters. """ parser = argparse.ArgumentParser( prog='catalog', description='Parent Catalog class for astrocats.') subparsers = parser.add_subparsers( description='valid subcom...

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def create_image_stream(self, name, docker_image_repository, insecure_registry=False): """ Create an ImageStream object Raises exception on error :param name: str, name of ImageStream :param docker_image_repository: str, pull spec for docker image ...

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def name(self): """Returns the name of the device. Args: self (JLinkDeviceInfo): the ``JLinkDeviceInfo`` instance Returns: Device name. """ return ctypes.cast(self.sName, ctypes.c_char_p).value.decode()

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def unaccentuate(s): """ Replace accentuated chars in string by their non accentuated equivalent. """ return "".join(c for c in unicodedata.normalize("NFKD", s) if not unicodedata.combining(c))

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def add_output_file(self, filename): """ Add filename as a output file for this DAG node. @param filename: output filename to add """ if filename not in self.__output_files: self.__output_files.append(filename) if not isinstance(self.job(), CondorDAGManJob): if self.job().get_un...

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def readTuple(self, line, n=3): """ Reads a tuple of numbers. e.g. vertices, normals or teture coords. """ numbers = [num for num in line.split(' ') if num] return [float(num) for num in numbers[1:n + 1]]

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def compose_MDAL_dic(self, site, point_type, start, end, var, agg, window, aligned, points=None, return_names=False): """ Create dictionary for MDAL request. Parameters ---------- site : str Building name. start : str ...

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def _PartitionChunks(chunks): """Groups chunks into partitions of size safe for a single INSERT.""" partitions = [[]] partition_size = 0 for chunk in chunks: cursize = len(chunk["blob_chunk"]) if (cursize + partition_size > BLOB_CHUNK_SIZE or len(partitions[-1]) >= CHUNKS_PER_INSERT): par...

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def find_valid_random_signature(s: int) -> Tuple[int, int]: """ Find v and r valid values for a given s :param s: random value :return: v, r """ for _ in range(10000): r = int(os.urandom(31).hex(), 16) v = (r % 2) + 27 if r < secpk1n: ...

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def force_text(s, encoding='utf-8', errors='strict'): """ Similar to smart_text, except that lazy instances are resolved to strings, rather than kept as lazy objects. If strings_only is True, don't convert (some) non-string-like objects. """ if isinstance(s, text_type): return s tr...

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def has_been(s, since, dt=None): ''' A parser to check whether a (cron-like) string has been true during a certain time period. Useful for applications which cannot check every minute or need to catch up during a restart. @input: s = cron-like string (minute, hour, day of month, month, day of we...

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def val(self, piece, ref_color): """ Finds value of ``Piece`` :type: piece: Piece :type: ref_color: Color :rtype: int """ if piece is None: return 0 if ref_color == piece.color: const = 1 else: const = -1 ...

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27.517241

11.655172

def bin(self): """Full-length binary representation of the IP address. >>> ip = IP("127.0.0.1") >>> print(ip.bin()) 01111111000000000000000000000001 """ bits = self.v == 4 and 32 or 128 return bin(self.ip).split('b')[1].rjust(bits, '0')

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31.666667

11.666667

def trace_memory_stop(self): """ Stops measuring memory consumption """ self.trace_memory_clean_caches() objgraph.show_growth(limit=30) trace_type = context.get_current_config()["trace_memory_type"] if trace_type: filename = '%s/%s-%s.png' % ( cont...

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28.585366

21.560976

def revert(self, strip=0, root=None): """ apply patch in reverse order """ reverted = copy.deepcopy(self) reverted._reverse() return reverted.apply(strip, root)

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34.4

5.6

def get_ip_address(ifname): """ Hack to get IP address from the interface """ s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM) return socket.inet_ntoa(fcntl.ioctl( s.fileno(), 0x8915, # SIOCGIFADDR struct.pack('256s', ifname[:15]) )[20:24])

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30.888889

14.111111

def load_file(self, dfile, incremental=False): """ Loads the specified file and returns the Instances object. In case of incremental loading, only the structure. :param dfile: the file to load :type dfile: str :param incremental: whether to load the dataset incrementally...

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51.172414

22.689655

def answer(self) -> str: """Get a random answer in current language. :return: An answer. :Example: No """ answers = self._data['answers'] return self.random.choice(answers)

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22.5

16.1

def _merge_csv_column(table, csvs): """ Add csv data to each column in a list of columns :param dict table: Table metadata :param str crumbs: Hierarchy crumbs :param str pc: Paleo or Chron table type :return dict: Table metadata with csv "values" entry :return bool ensemble: Ensemble data o...

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46.836735

21.734694

def convert_outlook_msg(msg_bytes): """ Uses the ``msgconvert`` Perl utility to convert an Outlook MS file to standard RFC 822 format Args: msg_bytes (bytes): the content of the .msg file Returns: A RFC 822 string """ if not is_outlook_msg(msg_bytes): raise ValueErr...

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30.6875

18

def serialize(self): """Return the string representation of the receiver.""" res = '<?xml version="1.0" encoding="UTF-8"?>' for ns in self.namespaces: self.top_grammar.attr["xmlns:" + self.namespaces[ns]] = ns res += self.top_grammar.start_tag() for ch in self.top_gra...

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43.571429

9.071429

def __boost(self, grad, hess): """Boost Booster for one iteration with customized gradient statistics. Note ---- For multi-class task, the score is group by class_id first, then group by row_id. If you want to get i-th row score in j-th class, the access way is score[j * num_dat...

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41.305556

19.194444

def verify_order(self, hostname, domain, location, hourly, flavor, router=None): """Verifies an order for a dedicated host. See :func:`place_order` for a list of available options. """ create_options = self._generate_create_dict(hostname=hostname, ...

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48.714286

27.214286

def unblock_events(self): """ Allows the widget to send signals. """ self._widget.blockSignals(False) self._widget.setUpdatesEnabled(True)

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28.833333

3.5

def wiki_create(self, title, body, other_names=None): """Action to lets you create a wiki page (Requires login) (UNTESTED). Parameters: title (str): Page title. body (str): Page content. other_names (str): Other names. """ params = { 'wiki...

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36.214286

13.214286

def get_webhook(self, scaling_group, policy, webhook): """ Gets the detail for the specified webhook. """ return self._manager.get_webhook(scaling_group, policy, webhook)

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39.6

11.2

def apply_same_chip_constraints(vertices_resources, nets, constraints): """Modify a set of vertices_resources, nets and constraints to account for all SameChipConstraints. To allow placement algorithms to handle SameChipConstraints without any special cases, Vertices identified in a SameChipConstraint ...

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43.081301

23.463415

def _load_script(self, filename: str) -> Script: """Load a Lua script. Read the Lua script file to generate its Script object. If the script starts with a magic string, add it to the list of scripts requiring an idempotency token to execute. """ with open(path.join(here,...

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45.076923

19.230769

def _outputs(self): """List of layers containing outputs from the IF. :returns: A list of vector layers. :rtype: list """ layers = OrderedDict() layers[layer_purpose_exposure_summary['key']] = ( self._exposure_summary) layers[layer_purpose_aggregate_h...

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41.486486

17.540541

def smart_email_send(self, smart_email_id, to, consent_to_track, cc=None, bcc=None, attachments=None, data=None, add_recipients_to_list=None): """Sends the smart email.""" validate_consent_to_track(consent_to_track) body = { "To": to, "CC": cc, "BCC": bcc, ...

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43.533333

21.266667

def NewFromJSON(data): """ Create a new Comment instance from a JSON dict. Args: data (dict): JSON dictionary representing a Comment. Returns: A Comment instance. """ return Comment( body=data.get('body', None), posted_at=...

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26.8

18.133333

def CheckBlobsExist(self, blob_ids): """Checks if given blobs exit.""" result = {} for blob_id in blob_ids: result[blob_id] = blob_id in self.blobs return result

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22.25

18.625

def parent(self): """A new URL with last part of path removed and cleaned up query and fragment. """ path = self.raw_path if not path or path == "/": if self.raw_fragment or self.raw_query_string: return URL(self._val._replace(query="", fragment=""), ...

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38.307692

18.076923

def wikilinks(self) -> List['WikiLink']: """Return a list of wikilink objects.""" _lststr = self._lststr _type_to_spans = self._type_to_spans return [ WikiLink(_lststr, _type_to_spans, span, 'WikiLink') for span in self._subspans('WikiLink')]

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41.714286

10.285714

def negative_sharpe( weights, expected_returns, cov_matrix, gamma=0, risk_free_rate=0.02 ): """ Calculate the negative Sharpe ratio of a portfolio :param weights: asset weights of the portfolio :type weights: np.ndarray :param expected_returns: expected return of each asset :type expected_r...

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39.958333

15.791667

def extract_files(files): """Expand list of paths to include all text files matching the pattern.""" expanded_files = [] legal_extensions = [".md", ".txt", ".rtf", ".html", ".tex", ".markdown"] for f in files: # If it's a directory, recursively walk through it and find the files. if os....

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39.15

20.35

def _find_relation_factory(module): """ Attempt to find a RelationFactory subclass in the module. Note: RelationFactory and RelationBase are ignored so they may be imported to be used as base classes without fear. """ if not module: return None # All the RelationFactory subclasses ...

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37.117647

20.470588

def simple_mult(A, B, start): """ Builds a slow, small multiplier using the simple shift-and-add algorithm. Requires very small area (it uses only a single adder), but has long delay (worst case is len(A) cycles). start is a one-bit input to indicate inputs are ready. done is a one-bit output signal rai...

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39.138889

20.305556

def get_undeclared_type(self, item): """ Checks if a typed has already been declared in the python output or is a builtin python type. """ if item in self.done: return None if isinstance(item, typedesc.FundamentalType): return None if isins...

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37.4

11.133333

def connected_ids(self, subset=None, show_ip=False, show_ipv4=None, include_localhost=None): ''' Return a set of all connected minion ids, optionally within a subset ''' if include_localhost is not None: salt.utils.versions.warn_until( 'Sodium', ...

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45.966667

18.833333

def _buildItem(self, elem, cls=None, initpath=None): """ Factory function to build objects based on registered PLEXOBJECTS. """ # cls is specified, build the object and return initpath = initpath or self._initpath if cls is not None: return cls(self._server, elem, initpath) ...

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58.714286

19.285714

def getScreenRGB(self,screen_data=None): """This function fills screen_data with the data screen_data MUST be a numpy array of uint32/int32. This can be initialized like so: screen_data = np.array(w*h,dtype=np.uint32) Notice, it must be width*height in size also If it is None, th...

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49.923077

14.307692