kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def _handle_waited_log(self, event: dict): """ A subroutine of handle_log Increment self.event_count, forget about waiting, and call the callback if any. """ txn_hash = event['transactionHash'] event_name = event['event'] assert event_name in self.event_waiting as...	[ "def", "_handle_waited_log", "(", "self", ",", "event", ":", "dict", ")", ":", "txn_hash", "=", "event", "[", "'transactionHash'", "]", "event_name", "=", "event", "[", "'event'", "]", "assert", "event_name", "in", "self", ".", "event_waiting", "assert", "tx...	39.666667	16.277778
def write_output(self): """Write the Playbook output variables. This method should be overridden with the output variables defined in the install.json configuration file. """ self.tcex.log.info('Writing Output') self.tcex.playbook.create_output('json.pretty', self.pretty...	[ "def", "write_output", "(", "self", ")", ":", "self", ".", "tcex", ".", "log", ".", "info", "(", "'Writing Output'", ")", "self", ".", "tcex", ".", "playbook", ".", "create_output", "(", "'json.pretty'", ",", "self", ".", "pretty_json", ")" ]	39.875	20.125
def add(self, child): """ Adds a typed child object to the component type. @param child: Child object to be added. """ if isinstance(child, FatComponent): self.add_child_component(child) else: Fat.add(self, child)	[ "def", "add", "(", "self", ",", "child", ")", ":", "if", "isinstance", "(", "child", ",", "FatComponent", ")", ":", "self", ".", "add_child_component", "(", "child", ")", "else", ":", "Fat", ".", "add", "(", "self", ",", "child", ")" ]	25.181818	14.818182
def get_cpu_vendor(cls, family, arch='x86'): """ Get CPU vendor, if vendor is not available will return 'generic' Args: family(str): CPU family arch(str): CPU arch Returns: str: CPU vendor if found otherwise 'generic' """ props = cls...	[ "def", "get_cpu_vendor", "(", "cls", ",", "family", ",", "arch", "=", "'x86'", ")", ":", "props", "=", "cls", ".", "get_cpu_props", "(", "family", ",", "arch", ")", "vendor", "=", "'generic'", "try", ":", "vendor", "=", "props", ".", "xpath", "(", "'...	25.684211	18.631579
def random_split(self, weights): """ Random split imageframes according to weights :param weights: weights for each ImageFrame :return: """ jvalues = self.image_frame.random_split(weights) return [ImageFrame(jvalue) for jvalue in jvalues]	[ "def", "random_split", "(", "self", ",", "weights", ")", ":", "jvalues", "=", "self", ".", "image_frame", ".", "random_split", "(", "weights", ")", "return", "[", "ImageFrame", "(", "jvalue", ")", "for", "jvalue", "in", "jvalues", "]" ]	36.125	11.125
def get_data(self, pivotrequest): """The method is getting data by pivot request""" path = '/api/1.0/data/pivot/' return self._api_post(definition.PivotResponse, path, pivotrequest)	[ "def", "get_data", "(", "self", ",", "pivotrequest", ")", ":", "path", "=", "'/api/1.0/data/pivot/'", "return", "self", ".", "_api_post", "(", "definition", ".", "PivotResponse", ",", "path", ",", "pivotrequest", ")" ]	41.2	16.4
def write(self, output_buffer, kmip_version=enums.KMIPVersion.KMIP_1_0): """ Write the data encoding the GetAttributes response payload to a stream. Args: output_buffer (stream): A data stream in which to encode object data, supporting a write method; usually...	[ "def", "write", "(", "self", ",", "output_buffer", ",", "kmip_version", "=", "enums", ".", "KMIPVersion", ".", "KMIP_1_0", ")", ":", "local_buffer", "=", "utils", ".", "BytearrayStream", "(", ")", "if", "self", ".", "_unique_identifier", ":", "self", ".", ...	38.54902	19.803922
def plot_multi(func:Callable[[int,int,plt.Axes],None], r:int=1, c:int=1, figsize:Tuple=(12,6)): "Call `func` for every combination of `r,c` on a subplot" axes = plt.subplots(r, c, figsize=figsize)[1] for i in range(r): for j in range(c): func(i,j,axes[i,j])	[ "def", "plot_multi", "(", "func", ":", "Callable", "[", "[", "int", ",", "int", ",", "plt", ".", "Axes", "]", ",", "None", "]", ",", "r", ":", "int", "=", "1", ",", "c", ":", "int", "=", "1", ",", "figsize", ":", "Tuple", "=", "(", "12", ",...	54.6	21.8
def _type_check_pointers(utype): """Checks the user-derived type for non-nullified pointer array declarations in its base definition. Returns (list of offending members). """ result = [] for mname, member in utype.members.items(): if ("pointer" in member.modifiers and member.D > 0 and ...	[ "def", "_type_check_pointers", "(", "utype", ")", ":", "result", "=", "[", "]", "for", "mname", ",", "member", "in", "utype", ".", "members", ".", "items", "(", ")", ":", "if", "(", "\"pointer\"", "in", "member", ".", "modifiers", "and", "member", ".",...	33.076923	16.538462
def set_burnstages_upgrade_massive(self): ''' Outputs burnign stages as done in burningstages_upgrade (nugridse) ''' burn_info=[] burn_mini=[] for i in range(len(self.runs_H5_surf)): sefiles=se(self.runs_H5_out[i]) burn_info.append(sefiles.burnstage_upgrade()) ...	[ "def", "set_burnstages_upgrade_massive", "(", "self", ")", ":", "burn_info", "=", "[", "]", "burn_mini", "=", "[", "]", "for", "i", "in", "range", "(", "len", "(", "self", ".", "runs_H5_surf", ")", ")", ":", "sefiles", "=", "se", "(", "self", ".", "r...	38.470588	16.823529
def nltk_tokenize_words(string, attached_period=False, language=None): """Wrap NLTK's tokenizer PunktLanguageVars(), but make final period its own token. >>> nltk_tokenize_words("Sentence 1. Sentence 2.") ['Sentence', '1', '.', 'Sentence', '2', '.'] >>> #Optionally keep the NLTK's output: >>>...	[ "def", "nltk_tokenize_words", "(", "string", ",", "attached_period", "=", "False", ",", "language", "=", "None", ")", ":", "assert", "isinstance", "(", "string", ",", "str", ")", ",", "\"Incoming string must be type str.\"", "if", "language", "==", "'sanskrit'", ...	35.027778	18.361111
def stdin(self, line, prompt=True, timeout=3): """ Send line to stdin, optionally expect a prompt. :param line: line to be send to stdin :type line: str :param prompt: boolean indicating whether a prompt is expected, if True absorbs \ all of stdout before ...	[ "def", "stdin", "(", "self", ",", "line", ",", "prompt", "=", "True", ",", "timeout", "=", "3", ")", ":", "if", "line", "==", "EOF", ":", "log", "(", "\"sending EOF...\"", ")", "else", ":", "log", "(", "_", "(", "\"sending input {}...\"", ")", ".", ...	35.942857	19.885714
def get_top_artists(self, limit=None, cacheable=True): """Returns a sequence of the most played artists.""" params = self._get_params() if limit: params["limit"] = limit doc = self._request("geo.getTopArtists", cacheable, params) return _extract_top_artists(doc, sel...	[ "def", "get_top_artists", "(", "self", ",", "limit", "=", "None", ",", "cacheable", "=", "True", ")", ":", "params", "=", "self", ".", "_get_params", "(", ")", "if", "limit", ":", "params", "[", "\"limit\"", "]", "=", "limit", "doc", "=", "self", "."...	34.888889	17.777778
def get_nfd_quick_check_property(value, is_bytes=False): """Get `NFD QUICK CHECK` property.""" obj = unidata.ascii_nfd_quick_check if is_bytes else unidata.unicode_nfd_quick_check if value.startswith('^'): negated = value[1:] value = '^' + unidata.unicode_alias['nfdquickcheck'].get(negated...	[ "def", "get_nfd_quick_check_property", "(", "value", ",", "is_bytes", "=", "False", ")", ":", "obj", "=", "unidata", ".", "ascii_nfd_quick_check", "if", "is_bytes", "else", "unidata", ".", "unicode_nfd_quick_check", "if", "value", ".", "startswith", "(", "'^'", ...	35.416667	27.666667
def add_record(self, record): """Add a record to the OAISet. :param record: Record to be added. :type record: `invenio_records.api.Record` or derivative. """ record.setdefault('_oai', {}).setdefault('sets', []) assert not self.has_record(record) record['_oai'][...	[ "def", "add_record", "(", "self", ",", "record", ")", ":", "record", ".", "setdefault", "(", "'_oai'", ",", "{", "}", ")", ".", "setdefault", "(", "'sets'", ",", "[", "]", ")", "assert", "not", "self", ".", "has_record", "(", "record", ")", "record",...	30.454545	17.090909
def spectrum_loglike(self, specType, params, scale=1E3): """ return the log-likelihood for a particular spectrum Parameters ---------- specTypes : str The type of spectrum to try params : array-like The spectral parameters scale : float ...	[ "def", "spectrum_loglike", "(", "self", ",", "specType", ",", "params", ",", "scale", "=", "1E3", ")", ":", "sfn", "=", "self", ".", "create_functor", "(", "specType", ",", "scale", ")", "[", "0", "]", "return", "self", ".", "__call__", "(", "sfn", "...	28.25	15.875
def summary(self, CorpNum, JobID, TradeType, TradeUsage, UserID=None): """ 수집 결과 요약정보 조회 args CorpNum : 팝빌회원 사업자번호 JobID : 작업아이디 TradeType : 문서형태 배열, N-일반 현금영수증, C-취소 현금영수증 TradeUsage : 거래구분 배열, P-소등공제용, C-지출증빙용 UserID :...	[ "def", "summary", "(", "self", ",", "CorpNum", ",", "JobID", ",", "TradeType", ",", "TradeUsage", ",", "UserID", "=", "None", ")", ":", "if", "JobID", "==", "None", "or", "len", "(", "JobID", ")", "!=", "18", ":", "raise", "PopbillException", "(", "-...	35.761905	16.238095
def get_real_time_locate(ipAddress): """ function takes the ipAddress of a specific host and issues a RESTFUL call to get the device and interface that the target host is currently connected to. :param ipAddress: str value valid IPv4 IP address :return: dictionary containing hostIp, devId, deviceIP,...	[ "def", "get_real_time_locate", "(", "ipAddress", ")", ":", "if", "auth", "is", "None", "or", "url", "is", "None", ":", "# checks to see if the imc credentials are already available", "set_imc_creds", "(", ")", "real_time_locate_url", "=", "\"/imcrs/res/access/realtimeLocate...	48.722222	25.833333
def watch_thread(self): '''watch for settings changes from child''' from mp_settings import MPSetting while True: setting = self.child_pipe.recv() if not isinstance(setting, MPSetting): break try: self.settings.set(setting.name,...	[ "def", "watch_thread", "(", "self", ")", ":", "from", "mp_settings", "import", "MPSetting", "while", "True", ":", "setting", "=", "self", ".", "child_pipe", ".", "recv", "(", ")", "if", "not", "isinstance", "(", "setting", ",", "MPSetting", ")", ":", "br...	39.545455	16.272727
def generate_help(): """Generates help text with alphabetically sorted recipes.""" help_text = '\nAvailable recipes:\n\n' recipes = config.Config.get_registered_recipes() for contents, _, _ in sorted(recipes, key=lambda k: k[0]['name']): help_text += ' {0:<35s}{1:s}\n'.format( contents['name'], cont...	[ "def", "generate_help", "(", ")", ":", "help_text", "=", "'\\nAvailable recipes:\\n\\n'", "recipes", "=", "config", ".", "Config", ".", "get_registered_recipes", "(", ")", "for", "contents", ",", "_", ",", "_", "in", "sorted", "(", "recipes", ",", "key", "="...	47.5	15.125
def update(self, of): """Update a file from another file, for copying""" # The other values should be set when the file object is created with dataset.bsfile() for p in ('mime_type', 'preference', 'state', 'hash', 'modified', 'size', 'contents', 'source_hash', 'data'): setattr(self,...	[ "def", "update", "(", "self", ",", "of", ")", ":", "# The other values should be set when the file object is created with dataset.bsfile()", "for", "p", "in", "(", "'mime_type'", ",", "'preference'", ",", "'state'", ",", "'hash'", ",", "'modified'", ",", "'size'", ","...	44.125	31.875
def slice_query(self, slice_id): """ This method exposes an API endpoint to get the database query string for this slice """ viz_obj = get_viz(slice_id) security_manager.assert_datasource_permission(viz_obj.datasource) return self.get_query_string_response(viz_obj...	[ "def", "slice_query", "(", "self", ",", "slice_id", ")", ":", "viz_obj", "=", "get_viz", "(", "slice_id", ")", "security_manager", ".", "assert_datasource_permission", "(", "viz_obj", ".", "datasource", ")", "return", "self", ".", "get_query_string_response", "(",...	39.25	9.75
def can_lookup_objective_prerequisites(self): """Tests if this user can perform Objective lookups. A return of true does not guarantee successful authorization. A return of false indicates that it is known all methods in this session will result in a PermissionDenied. This is intended a...	[ "def", "can_lookup_objective_prerequisites", "(", "self", ")", ":", "url_path", "=", "construct_url", "(", "'authorization'", ",", "bank_id", "=", "self", ".", "_catalog_idstr", ")", "return", "self", ".", "_get_request", "(", "url_path", ")", "[", "'objectiveRequ...	46.470588	22.294118
def update(self, **fields): """Updates all rows that match the filter.""" # build up the query to execute self._for_write = True if django.VERSION >= (2, 0): query = self.query.chain(UpdateQuery) else: query = self.query.clone(UpdateQuery) query._...	[ "def", "update", "(", "self", ",", "", "", "fields", ")", ":", "# build up the query to execute", "self", ".", "_for_write", "=", "True", "if", "django", ".", "VERSION", ">=", "(", "2", ",", "0", ")", ":", "query", "=", "self", ".", "query", ".", "...	34.035714	16.285714
def bind(self, data_shapes, label_shapes=None, for_training=True, inputs_need_grad=False, force_rebind=False, shared_module=None, grad_req='write'): """Binds the symbols to construct executors. This is necessary before one can perform computation with the module. Param...	[ "def", "bind", "(", "self", ",", "data_shapes", ",", "label_shapes", "=", "None", ",", "for_training", "=", "True", ",", "inputs_need_grad", "=", "False", ",", "force_rebind", "=", "False", ",", "shared_module", "=", "None", ",", "grad_req", "=", "'write'", ...	49.265306	23.265306
def user_list(self, userid, cur_p=''): ''' List the entities of the user. ''' current_page_number = int(cur_p) if cur_p else 1 current_page_number = 1 if current_page_number < 1 else current_page_number kwd = { 'current_page': current_page_number } ...	[ "def", "user_list", "(", "self", ",", "userid", ",", "cur_p", "=", "''", ")", ":", "current_page_number", "=", "int", "(", "cur_p", ")", "if", "cur_p", "else", "1", "current_page_number", "=", "1", "if", "current_page_number", "<", "1", "else", "current_pa...	34.277778	23.277778
def get_tree(root=None): """ This is a helper function to get a multipath configuration component for your local machine or an archive. It's for use in interactive sessions. """ from insights import run return run(MultipathConfTree, root=root).get(MultipathConfTree)	[ "def", "get_tree", "(", "root", "=", "None", ")", ":", "from", "insights", "import", "run", "return", "run", "(", "MultipathConfTree", ",", "root", "=", "root", ")", ".", "get", "(", "MultipathConfTree", ")" ]	40.571429	18
def addLayer(layer, loadInLegend=True): """ Add one or several layers to the QGIS session and layer registry. :param layer: The layer object or list with layers to add the QGIS layer registry and session. :param loadInLegend: True if this layer should be added to the legend. :return: The added laye...	[ "def", "addLayer", "(", "layer", ",", "loadInLegend", "=", "True", ")", ":", "if", "not", "hasattr", "(", "layer", ",", "\"__iter__\"", ")", ":", "layer", "=", "[", "layer", "]", "_layerreg", ".", "addMapLayers", "(", "layer", ",", "loadInLegend", ")", ...	40.636364	16.818182
def _get_indices(values, selected, tolerance): """Get indices based on user-selected values. Parameters ---------- values : ndarray (any dtype) values present in the axis. selected : ndarray (any dtype) or tuple or list values selected by the user tolerance : float avoid...	[ "def", "_get_indices", "(", "values", ",", "selected", ",", "tolerance", ")", ":", "idx_data", "=", "[", "]", "idx_output", "=", "[", "]", "for", "idx_of_selected", ",", "one_selected", "in", "enumerate", "(", "selected", ")", ":", "if", "tolerance", "is",...	31.044444	22.377778
def flush(self): """Erases queue and set `end-of-queue` message.""" while not self._queue.empty(): self._queue.get() self._queue.task_done() self.close()	[ "def", "flush", "(", "self", ")", ":", "while", "not", "self", ".", "_queue", ".", "empty", "(", ")", ":", "self", ".", "_queue", ".", "get", "(", ")", "self", ".", "_queue", ".", "task_done", "(", ")", "self", ".", "close", "(", ")" ]	32.666667	10.333333
def _cmd_create(self): """Create a migration in the current or new revision folder """ assert self._message, "need to supply a message for the \"create\" command" if not self._revisions: self._revisions.append("1") # get the migration folder rev_folder = self...	[ "def", "_cmd_create", "(", "self", ")", ":", "assert", "self", ".", "_message", ",", "\"need to supply a message for the \\\"create\\\" command\"", "if", "not", "self", ".", "_revisions", ":", "self", ".", "_revisions", ".", "append", "(", "\"1\"", ")", "# get the...	44.710526	17.078947
def check_input_and_output_types(operator, good_input_types=None, good_output_types=None): ''' Check if the type(s) of input(s)/output(s) is(are) correct :param operator: A Operator object :param good_input_types: A list of allowed input types (e.g., [FloatTensorType, Int64TensorType]) or None. None ...	[ "def", "check_input_and_output_types", "(", "operator", ",", "good_input_types", "=", "None", ",", "good_output_types", "=", "None", ")", ":", "if", "good_input_types", "is", "not", "None", ":", "for", "variable", "in", "operator", ".", "inputs", ":", "if", "t...	60	34.090909
def consume_keys(self): """ Work through the keys to look up sequentially """ print("\nLooking up " + self.input_queue.qsize().__str__() + " keys from " + self.source_name + "\n") self.data_worker(**self.worker_args)	[ "def", "consume_keys", "(", "self", ")", ":", "print", "(", "\"\\nLooking up \"", "+", "self", ".", "input_queue", ".", "qsize", "(", ")", ".", "__str__", "(", ")", "+", "\" keys from \"", "+", "self", ".", "source_name", "+", "\"\\n\"", ")", "self", "."...	41.833333	17.166667
def list_recipes(full=False): """Method that iterates over all available recipes and prints their information to the standard output Parameters ---------- full : bool If true, it will provide the pipeline string along with the recipe name """ logger.info(colored_print( "\n=...	[ "def", "list_recipes", "(", "full", "=", "False", ")", ":", "logger", ".", "info", "(", "colored_print", "(", "\"\\n===== L I S T O F R E C I P E S =====\\n\"", ",", "\"green_bold\"", ")", ")", "# This will iterate over all modules included in the recipes subpackage", "# ...	37.175	25.625
def start_zap_daemon(zap_helper, start_options): """Helper to start the daemon using the current config.""" console.info('Starting ZAP daemon') with helpers.zap_error_handler(): zap_helper.start(options=start_options)	[ "def", "start_zap_daemon", "(", "zap_helper", ",", "start_options", ")", ":", "console", ".", "info", "(", "'Starting ZAP daemon'", ")", "with", "helpers", ".", "zap_error_handler", "(", ")", ":", "zap_helper", ".", "start", "(", "options", "=", "start_options",...	46.6	3.8
def _process_mor_objects_queue(self, instance): """ Pops `batch_morlist_size` items from the mor objects queue and run asynchronously the _process_mor_objects_queue_async method to fill the Mor cache. """ i_key = self._instance_key(instance) self.mor_cache.init_instance(i...	[ "def", "_process_mor_objects_queue", "(", "self", ",", "instance", ")", ":", "i_key", "=", "self", ".", "_instance_key", "(", "instance", ")", "self", ".", "mor_cache", ".", "init_instance", "(", "i_key", ")", "if", "not", "self", ".", "mor_objects_queue", "...	55.292683	30.609756
def editpropset(self): ''' :foo=10 ''' self.ignore(whitespace) if not self.nextstr(':'): self._raiseSyntaxExpects(':') relp = self.relprop() self.ignore(whitespace) self.nextmust('=') self.ignore(whitespace) valu = self.va...	[ "def", "editpropset", "(", "self", ")", ":", "self", ".", "ignore", "(", "whitespace", ")", "if", "not", "self", ".", "nextstr", "(", "':'", ")", ":", "self", ".", "_raiseSyntaxExpects", "(", "':'", ")", "relp", "=", "self", ".", "relprop", "(", ")",...	18.842105	22.421053
def njsd_all(network, ref, query, file, verbose=True): """Compute transcriptome-wide nJSD between reference and query expression profiles. Attribute: network (str): File path to a network file. ref (str): File path to a reference expression file. query (str): File path to a query express...	[ "def", "njsd_all", "(", "network", ",", "ref", ",", "query", ",", "file", ",", "verbose", "=", "True", ")", ":", "graph", ",", "gene_set_total", "=", "util", ".", "parse_network", "(", "network", ")", "ref_gene_expression_dict", "=", "util", ".", "parse_ge...	58	30.466667
def check_length_of_initial_values(self, init_values): """ Ensures that `init_values` is of the correct length. Raises a helpful ValueError if otherwise. Parameters ---------- init_values : 1D ndarray. The initial values to start the optimizatin process with....	[ "def", "check_length_of_initial_values", "(", "self", ",", "init_values", ")", ":", "# Calculate the expected number of shape and index parameters", "# Note the uneven logit model has one shape parameter per alternative.", "num_alts", "=", "self", ".", "rows_to_alts", ".", "shape", ...	38.914286	22.742857
def run_server(conn, command, sock_path, debug, timeout): """Common code for run_agent and run_git below.""" ret = 0 try: handler = protocol.Handler(conn=conn, debug=debug) with serve(handler=handler, sock_path=sock_path, timeout=timeout) as env: if command: ...	[ "def", "run_server", "(", "conn", ",", "command", ",", "sock_path", ",", "debug", ",", "timeout", ")", ":", "ret", "=", "0", "try", ":", "handler", "=", "protocol", ".", "Handler", "(", "conn", "=", "conn", ",", "debug", "=", "debug", ")", "with", ...	38.357143	17.928571
def rsa_pss_verify(certificate_or_public_key, signature, data, hash_algorithm): """ Verifies an RSASSA-PSS signature. For the PSS padding the mask gen algorithm will be mgf1 using the same hash algorithm as the signature. The salt length with be the length of the hash algorithm, and the trailer field wi...	[ "def", "rsa_pss_verify", "(", "certificate_or_public_key", ",", "signature", ",", "data", ",", "hash_algorithm", ")", ":", "if", "not", "isinstance", "(", "certificate_or_public_key", ",", "(", "Certificate", ",", "PublicKey", ")", ")", ":", "raise", "TypeError", ...	34.371429	23.657143
def _AddOutput(self, variable): """ Add one more variable as an output of the block :param variable: variable (or signal as it is also a variable) """ if isinstance(variable, Variable): self.outputs.append(variable) else: print(variable) ...	[ "def", "_AddOutput", "(", "self", ",", "variable", ")", ":", "if", "isinstance", "(", "variable", ",", "Variable", ")", ":", "self", ".", "outputs", ".", "append", "(", "variable", ")", "else", ":", "print", "(", "variable", ")", "raise", "TypeError" ]	30.545455	14.363636
def shuffle(args): """ %prog shuffle p1.fastq p2.fastq Shuffle pairs into interleaved format. """ p = OptionParser(shuffle.__doc__) p.set_tag() opts, args = p.parse_args(args) if len(args) != 2: sys.exit(not p.print_help()) p1, p2 = args pairsfastq = pairspf((p1, p2)) ...	[ "def", "shuffle", "(", "args", ")", ":", "p", "=", "OptionParser", "(", "shuffle", ".", "__doc__", ")", "p", ".", "set_tag", "(", ")", "opts", ",", "args", "=", "p", ".", "parse_args", "(", "args", ")", "if", "len", "(", "args", ")", "!=", "2", ...	22.860465	18.162791
def get_ii_text(node): """ Get the text for IndicatorItem node. :param node: IndicatorItem node. :return: """ if node.tag != 'IndicatorItem': raise IOCParseError('Invalid tag: {}'.format(node.tag)) condition = node.attrib.get('condition') pres...	[ "def", "get_ii_text", "(", "node", ")", ":", "if", "node", ".", "tag", "!=", "'IndicatorItem'", ":", "raise", "IOCParseError", "(", "'Invalid tag: {}'", ".", "format", "(", "node", ".", "tag", ")", ")", "condition", "=", "node", ".", "attrib", ".", "get"...	43.607143	20.321429
def update_frame_attributes(self, attrib): """ For positioning update the frame """ if "align" in self.user_defined: align = self.user_defined["align"] if "top" in align: attrib["style:vertical-pos"] = "top" if "right" in align: attrib...	[ "def", "update_frame_attributes", "(", "self", ",", "attrib", ")", ":", "if", "\"align\"", "in", "self", ".", "user_defined", ":", "align", "=", "self", ".", "user_defined", "[", "\"align\"", "]", "if", "\"top\"", "in", "align", ":", "attrib", "[", "\"styl...	36.7	11.3
def _check_cols(df, col_names): """ Raise an AttributeError if `df` does not have a column named as an item of the list of strings `col_names`. """ for col in col_names: if not hasattr(df, col): raise AttributeError("DataFrame does not have a '{}' column, got {}.".format(col, ...	[ "def", "_check_cols", "(", "df", ",", "col_names", ")", ":", "for", "col", "in", "col_names", ":", "if", "not", "hasattr", "(", "df", ",", "col", ")", ":", "raise", "AttributeError", "(", "\"DataFrame does not have a '{}' column, got {}.\"", ".", "format", "("...	50.875	18.75
def browser_attach_timeout(self, value): """ Sets the options Browser Attach Timeout :Args: - value: Timeout in milliseconds """ if not isinstance(value, int): raise ValueError('Browser Attach Timeout must be an integer.') self._options[self.BROWSER...	[ "def", "browser_attach_timeout", "(", "self", ",", "value", ")", ":", "if", "not", "isinstance", "(", "value", ",", "int", ")", ":", "raise", "ValueError", "(", "'Browser Attach Timeout must be an integer.'", ")", "self", ".", "_options", "[", "self", ".", "BR...	30.363636	15.272727
def close(self): """ Close the stream. This performs a proper stream shutdown, except if the stream is currently performing a TLS handshake. In that case, calling :meth:`close` is equivalent to calling :meth:`abort`. Otherwise, the transport waits until all buffers are transmitt...	[ "def", "close", "(", "self", ")", ":", "if", "self", ".", "_state", "==", "_State", ".", "CLOSED", ":", "self", ".", "_invalid_state", "(", "\"close() called\"", ")", "return", "if", "self", ".", "_state", "==", "_State", ".", "TLS_HANDSHAKING", ":", "# ...	37.357143	19.357143
def triple_reference_of(label: ShExJ.tripleExprLabel, cntxt: Context) -> Optional[ShExJ.tripleExpr]: """ Search for the label in a Schema """ te: Optional[ShExJ.tripleExpr] = None if cntxt.schema.start is not None: te = triple_in_shape(cntxt.schema.start, label, cntxt) if te is None: for...	[ "def", "triple_reference_of", "(", "label", ":", "ShExJ", ".", "tripleExprLabel", ",", "cntxt", ":", "Context", ")", "->", "Optional", "[", "ShExJ", ".", "tripleExpr", "]", ":", "te", ":", "Optional", "[", "ShExJ", ".", "tripleExpr", "]", "=", "None", "i...	41.545455	17.909091
def bpp2newick(bppnewick): "converts bpp newick format to normal newick" regex1 = re.compile(r" #[-+]?[0-9]\.?[0-9][:]") regex2 = re.compile(r" #[-+]?[0-9]\.?[0-9][;]") regex3 = re.compile(r": ") new = regex1.sub(":", bppnewick) new = regex2.sub(";", new) new = regex3.sub(":", new) r...	[ "def", "bpp2newick", "(", "bppnewick", ")", ":", "regex1", "=", "re", ".", "compile", "(", "r\" #[-+]?[0-9]\\.?[0-9][:]\"", ")", "regex2", "=", "re", ".", "compile", "(", "r\" #[-+]?[0-9]\\.?[0-9][;]\"", ")", "regex3", "=", "re", ".", "compile", "(", "r\":...	35.666667	12.111111
def _register_token_network_without_limits( self, token_registry_abi: Dict, token_registry_address: str, token_address: str, channel_participant_deposit_limit: Optional[int], token_network_deposit_limit: Optional[int], ): """Register to...	[ "def", "_register_token_network_without_limits", "(", "self", ",", "token_registry_abi", ":", "Dict", ",", "token_registry_address", ":", "str", ",", "token_address", ":", "str", ",", "channel_participant_deposit_limit", ":", "Optional", "[", "int", "]", ",", "token_n...	39.888889	22.044444
def get_hashes(path, exclude=None): ''' Get a dictionary of file paths and timestamps. Paths matching `exclude` regex will be excluded. ''' out = {} for f in Path(path).rglob('*'): if f.is_dir(): # We want to watch files, not directories. continue if excl...	[ "def", "get_hashes", "(", "path", ",", "exclude", "=", "None", ")", ":", "out", "=", "{", "}", "for", "f", "in", "Path", "(", "path", ")", ".", "rglob", "(", "'*'", ")", ":", "if", "f", ".", "is_dir", "(", ")", ":", "# We want to watch files, not d...	30.411765	18.647059
def grp_by_src(self): """ :returns: a new CompositeSourceModel with one group per source """ smodels = [] grp_id = 0 for sm in self.source_models: src_groups = [] smodel = sm.__class__(sm.names, sm.weight, sm.path, src_groups, ...	[ "def", "grp_by_src", "(", "self", ")", ":", "smodels", "=", "[", "]", "grp_id", "=", "0", "for", "sm", "in", "self", ".", "source_models", ":", "src_groups", "=", "[", "]", "smodel", "=", "sm", ".", "__class__", "(", "sm", ".", "names", ",", "sm", ...	42	14.9
def _create_api_call(self, method, _url, kwargs): """ This will create an APICall object and return it :param method: str of the html method ['GET','POST','PUT','DELETE'] :param _url: str of the sub url of the api call (ex. g/device/list) :param kwargs: dict of additional ar...	[ "def", "_create_api_call", "(", "self", ",", "method", ",", "_url", ",", "kwargs", ")", ":", "api_call", "=", "self", ".", "ApiCall", "(", "name", "=", "'%s.%s'", "%", "(", "_url", ",", "method", ")", ",", "label", "=", "'ID_%s'", "%", "self", ".", ...	48.409091	15.045455
def dropbox_editor_factory(request): """ this factory also requires the editor token""" dropbox = dropbox_factory(request) if is_equal(dropbox.editor_token, request.matchdict['editor_token'].encode('utf-8')): return dropbox else: raise HTTPNotFound('invalid editor token')	[ "def", "dropbox_editor_factory", "(", "request", ")", ":", "dropbox", "=", "dropbox_factory", "(", "request", ")", "if", "is_equal", "(", "dropbox", ".", "editor_token", ",", "request", ".", "matchdict", "[", "'editor_token'", "]", ".", "encode", "(", "'utf-8'...	42.571429	16.285714
def preprocessRequest(self, service_request, args, *kwargs): """ Preprocesses a request. """ processor = self.getPreprocessor(service_request) if processor is None: return args = (service_request,) + args if hasattr(processor, '_pyamf_expose_reque...	[ "def", "preprocessRequest", "(", "self", ",", "service_request", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "processor", "=", "self", ".", "getPreprocessor", "(", "service_request", ")", "if", "processor", "is", "None", ":", "return", "args", "="...	27.8125	17.8125
def create_routertype(self, context, routertype): """Creates a router type. Also binds it to the specified hosting device template. """ LOG.debug("create_routertype() called. Contents %s", routertype) rt = routertype['routertype'] with context.session.begin(subtransactio...	[ "def", "create_routertype", "(", "self", ",", "context", ",", "routertype", ")", ":", "LOG", ".", "debug", "(", "\"create_routertype() called. Contents %s\"", ",", "routertype", ")", "rt", "=", "routertype", "[", "'routertype'", "]", "with", "context", ".", "ses...	44.565217	11.608696
def pci_contents(self, use_dict=None, as_class=dict): """Return the contents of an object as a dict.""" if _debug: PCI._debug("pci_contents use_dict=%r as_class=%r", use_dict, as_class) # make/extend the dictionary of content if use_dict is None: use_dict = as_class() ...	[ "def", "pci_contents", "(", "self", ",", "use_dict", "=", "None", ",", "as_class", "=", "dict", ")", ":", "if", "_debug", ":", "PCI", ".", "_debug", "(", "\"pci_contents use_dict=%r as_class=%r\"", ",", "use_dict", ",", "as_class", ")", "# make/extend the dictio...	37.352941	22.470588
def colorize(text='', opts=(), **kwargs): """ Returns your text, enclosed in ANSI graphics codes. Depends on the keyword arguments 'fg' and 'bg', and the contents of the opts tuple/list. Returns the RESET code if no parameters are given. Valid colors: 'black', 'red', 'green', 'yellow'...	[ "def", "colorize", "(", "text", "=", "''", ",", "opts", "=", "(", ")", ",", "", "", "kwargs", ")", ":", "color_names", "=", "(", "'black'", ",", "'red'", ",", "'green'", ",", "'yellow'", ",", "'blue'", ",", "'magenta'", ",", "'cyan'", ",", "'whit...	31.571429	18.642857
def create_local_module_dir(cache_dir, module_name): """Creates and returns the name of directory where to cache a module.""" tf_v1.gfile.MakeDirs(cache_dir) return os.path.join(cache_dir, module_name)	[ "def", "create_local_module_dir", "(", "cache_dir", ",", "module_name", ")", ":", "tf_v1", ".", "gfile", ".", "MakeDirs", "(", "cache_dir", ")", "return", "os", ".", "path", ".", "join", "(", "cache_dir", ",", "module_name", ")" ]	51	6
def generate_bio_assembly(data_api, struct_inflator): """Generate the bioassembly data. :param data_api the interface to the decoded data :param struct_inflator the interface to put the data into the client object""" bioassembly_count = 0 for bioassembly in data_api.bio_assembly: bioassembly...	[ "def", "generate_bio_assembly", "(", "data_api", ",", "struct_inflator", ")", ":", "bioassembly_count", "=", "0", "for", "bioassembly", "in", "data_api", ".", "bio_assembly", ":", "bioassembly_count", "+=", "1", "for", "transform", "in", "bioassembly", "[", "\"tra...	54.363636	15.363636
def concretize_store_idx(self, idx, strategies=None): """ Concretizes a store index. :param idx: An expression for the index. :param strategies: A list of concretization strategies (to override the default). :param min_idx: Minimum value for a concretize...	[ "def", "concretize_store_idx", "(", "self", ",", "idx", ",", "strategies", "=", "None", ")", ":", "if", "isinstance", "(", "idx", ",", "int", ")", ":", "return", "[", "idx", "]", "elif", "not", "self", ".", "state", ".", "solver", ".", "symbolic", "(...	46.882353	23.235294
def prior_const(C, alpha=0.001): """Constant prior of strength alpha. Prior is defined via b_ij=alpha for all i,j Parameters ---------- C : (M, M) ndarray or scipy.sparse matrix Count matrix alpha : float (optional) Value of prior counts Returns ------- B ...	[ "def", "prior_const", "(", "C", ",", "alpha", "=", "0.001", ")", ":", "B", "=", "alpha", "*", "np", ".", "ones", "(", "C", ".", "shape", ")", "return", "B" ]	18.045455	20.909091
def __getHyperSearchJobIDFilePath(cls, permWorkDir, outputLabel): """Returns filepath where to store HyperSearch JobID Parameters: ---------------------------------------------------------------------- permWorkDir: Directory path for saved jobID file outputLabel: Label string for incorporating into...	[ "def", "__getHyperSearchJobIDFilePath", "(", "cls", ",", "permWorkDir", ",", "outputLabel", ")", ":", "# Get the base path and figure out the path of the report file.", "basePath", "=", "permWorkDir", "# Form the name of the output csv file that will contain all the results", "filename...	41	23.176471
def STRB(self, params): """ STRB Ra, [Rb, Rc] STRB Ra, [Rb, #imm5] Store Ra into memory as a byte Ra, Rb, and Rc must be low registers """ Ra, Rb, Rc = self.get_three_parameters(self.THREE_PARAMETER_WITH_BRACKETS, params) if self.is_immediate(Rc): ...	[ "def", "STRB", "(", "self", ",", "params", ")", ":", "Ra", ",", "Rb", ",", "Rc", "=", "self", ".", "get_three_parameters", "(", "self", ".", "THREE_PARAMETER_WITH_BRACKETS", ",", "params", ")", "if", "self", ".", "is_immediate", "(", "Rc", ")", ":", "s...	33.090909	24.818182
def _set_sflow_profile(self, v, load=False): """ Setter method for sflow_profile, mapped from YANG variable /sflow_profile (list) If this variable is read-only (config: false) in the source YANG file, then _set_sflow_profile is considered as a private method. Backends looking to populate this variab...	[ "def", "_set_sflow_profile", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "...	128.727273	61.545455
def bool(self, name): """parse a boolean frame""" self._assert_is_string(name) frame = self._next_frame() if len(frame) != 1: raise MessageParserError("Expected exacty 1 byte for boolean value") val = frame != b"\x00" self.results.__dict__[name] = val ...	[ "def", "bool", "(", "self", ",", "name", ")", ":", "self", ".", "_assert_is_string", "(", "name", ")", "frame", "=", "self", ".", "_next_frame", "(", ")", "if", "len", "(", "frame", ")", "!=", "1", ":", "raise", "MessageParserError", "(", "\"Expected e...	35.888889	12.666667
def _segmentation_guts(root, file_paths, max_partition_size): """Segment a series of file paths into TarPartition values These TarPartitions are disjoint and roughly below the prescribed size. """ # Canonicalize root to include the trailing slash, since root is # intended to be a directory anyw...	[ "def", "_segmentation_guts", "(", "root", ",", "file_paths", ",", "max_partition_size", ")", ":", "# Canonicalize root to include the trailing slash, since root is", "# intended to be a directory anyway.", "if", "not", "root", ".", "endswith", "(", "os", ".", "path", ".", ...	38.946809	20.106383
def evaluate(ref_time, ref_freq, est_time, est_freq, **kwargs): """Evaluate two melody (predominant f0) transcriptions, where the first is treated as the reference (ground truth) and the second as the estimate to be evaluated (prediction). Examples -------- >>> ref_time, ref_freq = mir_eval.io....	[ "def", "evaluate", "(", "ref_time", ",", "ref_freq", ",", "est_time", ",", "est_freq", ",", "", "", "kwargs", ")", ":", "# Convert to reference/estimated voicing/frequency (cent) arrays", "(", "ref_voicing", ",", "ref_cent", ",", "est_voicing", ",", "est_cent", ")...	41.57377	24.967213
def _set_auth(self, user, password): """ Set authentication parameters """ if user is None or len(user.strip()) == 0: self._user = None self._password = None self._auth = None else: self._user = user.strip() if password:...	[ "def", "_set_auth", "(", "self", ",", "user", ",", "password", ")", ":", "if", "user", "is", "None", "or", "len", "(", "user", ".", "strip", "(", ")", ")", "==", "0", ":", "self", ".", "_user", "=", "None", "self", ".", "_password", "=", "None", ...	34.631579	11.578947
def visit_FromImport(self, node, frame): """Visit named imports.""" self.newline(node) self.write('included_template = environment.get_template(') self.visit(node.template, frame) self.write(', %r).' % self.name) if node.with_context: self.write('make_module(c...	[ "def", "visit_FromImport", "(", "self", ",", "node", ",", "frame", ")", ":", "self", ".", "newline", "(", "node", ")", "self", ".", "write", "(", "'included_template = environment.get_template('", ")", "self", ".", "visit", "(", "node", ".", "template", ",",...	41.096154	15.673077
def fitted(self): """ Whether all models in the group have been fitted. """ return (all(m.fitted for m in self.models.values()) if self.models else False)	[ "def", "fitted", "(", "self", ")", ":", "return", "(", "all", "(", "m", ".", "fitted", "for", "m", "in", "self", ".", "models", ".", "values", "(", ")", ")", "if", "self", ".", "models", "else", "False", ")" ]	28.142857	14.428571
def distribute_work(f, inputs, outputs=None, nprocs=1, out_key='output'): """ For each input i (a dict) in list inputs, evaluate f(i) using multiprocessing if nprocs>1 The result has the same format as the inputs: a list of dicts, taken from outputs, and updated with f(i). If outputs is...	[ "def", "distribute_work", "(", "f", ",", "inputs", ",", "outputs", "=", "None", ",", "nprocs", "=", "1", ",", "out_key", "=", "'output'", ")", ":", "if", "outputs", "is", "None", ":", "outputs", "=", "[", "ip", ".", "copy", "(", ")", "for", "ip", ...	34.181818	16.121212
def expectation(T, a, mu=None): r"""Equilibrium expectation value of a given observable. Parameters ---------- T : (M, M) ndarray or scipy.sparse matrix Transition matrix a : (M,) ndarray Observable vector mu : (M,) ndarray (optional) The stationary distribution of T. I...	[ "def", "expectation", "(", "T", ",", "a", ",", "mu", "=", "None", ")", ":", "# check if square matrix and remember size", "T", "=", "_types", ".", "ensure_ndarray_or_sparse", "(", "T", ",", "ndim", "=", "2", ",", "uniform", "=", "True", ",", "kind", "=", ...	28.02	24.28
def set_checked(self, state): """ Sets the Widget checked state. :param state: New check state. :type state: bool :return: Method success. :rtype: bool """ if not self.__checkable: return False if state: self.__checked = ...	[ "def", "set_checked", "(", "self", ",", "state", ")", ":", "if", "not", "self", ".", "__checkable", ":", "return", "False", "if", "state", ":", "self", ".", "__checked", "=", "True", "self", ".", "setPixmap", "(", "self", ".", "__active_pixmap", ")", "...	24.047619	14.809524
def _islinklike(dir_path): ''' Parameters ---------- dir_path : str Directory path. Returns ------- bool ``True`` if :data:`dir_path` is a link or junction. ''' dir_path = ph.path(dir_path) if platform.system() == 'Windows': if dir_path.isjunction(): ...	[ "def", "_islinklike", "(", "dir_path", ")", ":", "dir_path", "=", "ph", ".", "path", "(", "dir_path", ")", "if", "platform", ".", "system", "(", ")", "==", "'Windows'", ":", "if", "dir_path", ".", "isjunction", "(", ")", ":", "return", "True", "elif", ...	20.421053	21.789474
def mad(var, constant=1): """ Median Absolute Deviation: a "robust" version of standard deviation. Parameters ---------- var : list or ndarray Value array. constant : float Scale factor. Use 1.4826 for results similar to default R. Returns ---------- mad : float ...	[ "def", "mad", "(", "var", ",", "constant", "=", "1", ")", ":", "median", "=", "np", ".", "median", "(", "var", ")", "mad", "=", "np", ".", "median", "(", "np", ".", "abs", "(", "var", "-", "median", ")", ")", "mad", "=", "mad", "*", "constant...	19.307692	24.794872
def pause(path, service_names=None): ''' Pause running containers in the docker-compose file, service_names is a python list, if omitted pause all containers path Path where the docker-compose file is stored on the server service_names If specified will pause only the specified serv...	[ "def", "pause", "(", "path", ",", "service_names", "=", "None", ")", ":", "project", "=", "__load_project", "(", "path", ")", "debug_ret", "=", "{", "}", "result", "=", "{", "}", "if", "isinstance", "(", "project", ",", "dict", ")", ":", "return", "p...	35.542857	25.714286
def join(self, other, on=None, how=None): """Joins with another :class:`DataFrame`, using the given join expression. :param other: Right side of the join :param on: a string for the join column name, a list of column names, a join expression (Column), or a list of Columns. ...	[ "def", "join", "(", "self", ",", "other", ",", "on", "=", "None", ",", "how", "=", "None", ")", ":", "if", "on", "is", "not", "None", "and", "not", "isinstance", "(", "on", ",", "list", ")", ":", "on", "=", "[", "on", "]", "if", "on", "is", ...	45.849057	26.584906
def explainParam(self, param): """ Explains a single param and returns its name, doc, and optional default value and user-supplied value in a string. """ param = self._resolveParam(param) values = [] if self.isDefined(param): if param in self._defaultP...	[ "def", "explainParam", "(", "self", ",", "param", ")", ":", "param", "=", "self", ".", "_resolveParam", "(", "param", ")", "values", "=", "[", "]", "if", "self", ".", "isDefined", "(", "param", ")", ":", "if", "param", "in", "self", ".", "_defaultPar...	41.4375	13.5625
def filter_value(old: float, new: float, factor: float) -> float: """ Linearly interpolate between two float values. """ r_factor: float = 1 - factor return old * r_factor + new * factor	[ "def", "filter_value", "(", "old", ":", "float", ",", "new", ":", "float", ",", "factor", ":", "float", ")", "->", "float", ":", "r_factor", ":", "float", "=", "1", "-", "factor", "return", "old", "", "r_factor", "+", "new", "", "factor" ]	48.75	8.25
def makeWidget(self): """ Return a single widget that should be placed in the second tree column. The widget must be given three attributes: ========== ============================================================ sigChanged a signal that is emitted when the widget's value is c...	[ "def", "makeWidget", "(", "self", ")", ":", "opts", "=", "self", ".", "param", ".", "opts", "t", "=", "opts", "[", "'type'", "]", "if", "t", "==", "'int'", ":", "defs", "=", "{", "'value'", ":", "0", ",", "'min'", ":", "None", ",", "'max'", ":"...	38.773333	13.76
def _generate_report(ret, show_tasks): ''' Generate a report of the Salt function :param ret: The Salt return :param show_tasks: Flag to show the name of the changed and failed states :return: The report ''' returns = ret.get('return') sorted_data = sorted( returns.items(), ...	[ "def", "_generate_report", "(", "ret", ",", "show_tasks", ")", ":", "returns", "=", "ret", ".", "get", "(", "'return'", ")", "sorted_data", "=", "sorted", "(", "returns", ".", "items", "(", ")", ",", "key", "=", "lambda", "s", ":", "s", "[", "1", "...	25.90411	20.232877
def _update_route(dcidr, router_ip, old_router_ip, vpc_info, con, route_table_id, update_reason): """ Update an existing route entry in the route table. """ instance = eni = None try: instance, eni = find_instance_and_eni_by_ip(vpc_info, router_ip) logging.info("-...	[ "def", "_update_route", "(", "dcidr", ",", "router_ip", ",", "old_router_ip", ",", "vpc_info", ",", "con", ",", "route_table_id", ",", "update_reason", ")", ":", "instance", "=", "eni", "=", "None", "try", ":", "instance", ",", "eni", "=", "find_instance_and...	42.714286	20.828571
def is_registration_possible(self, user_info): """ Returns true if users can register for this course """ return self.get_accessibility().is_open() and self._registration.is_open() and self.is_user_accepted_by_access_control(user_info)	[ "def", "is_registration_possible", "(", "self", ",", "user_info", ")", ":", "return", "self", ".", "get_accessibility", "(", ")", ".", "is_open", "(", ")", "and", "self", ".", "_registration", ".", "is_open", "(", ")", "and", "self", ".", "is_user_accepted_b...	83	34.333333
def resize_to_shape(data, shape, zoom=None, mode="nearest", order=0): """ Function resize input data to specific shape. :param data: input 3d array-like data :param shape: shape of output data :param zoom: zoom is used for back compatibility :mode: default is 'nearest' """ # @TODO remove...	[ "def", "resize_to_shape", "(", "data", ",", "shape", ",", "zoom", "=", "None", ",", "mode", "=", "\"nearest\"", ",", "order", "=", "0", ")", ":", "# @TODO remove old code in except part", "# TODO use function from library in future", "try", ":", "# rint 'pred vyjimkou...	33.305556	18.305556
def update_article(self, article_id, article_dict): """ Updates an article :param article_id: the article id :param article_dict: dict :return: dict """ return self._create_put_request(resource=ARTICLES, billomat_id=article_id, send_data=article_dict)	[ "def", "update_article", "(", "self", ",", "article_id", ",", "article_dict", ")", ":", "return", "self", ".", "_create_put_request", "(", "resource", "=", "ARTICLES", ",", "billomat_id", "=", "article_id", ",", "send_data", "=", "article_dict", ")" ]	33.333333	17.555556
def list_public_repos(profile='github'): ''' List public repositories within the organization. .. versionadded:: 2016.11.0 profile The name of the profile configuration to use. Defaults to ``github``. CLI Example: .. code-block:: bash salt myminion github.list_public_repos ...	[ "def", "list_public_repos", "(", "profile", "=", "'github'", ")", ":", "repos", "=", "[", "]", "for", "repo", "in", "_get_repos", "(", "profile", ")", ":", "if", "repo", ".", "private", "is", "False", ":", "repos", ".", "append", "(", "repo", ".", "n...	24.761905	23.809524
def _get_package_data(root, file_patterns=None): """Expand file patterns to a list of `package_data` paths. Parameters ----------- root: str The relative path to the package root from `HERE`. file_patterns: list or str, optional A list of glob patterns for the data file locations. ...	[ "def", "_get_package_data", "(", "root", ",", "file_patterns", "=", "None", ")", ":", "if", "file_patterns", "is", "None", ":", "file_patterns", "=", "[", "'*'", "]", "return", "_get_files", "(", "file_patterns", ",", "pjoin", "(", "HERE", ",", "root", ")"...	34.368421	17.157895
def zero_weight_obs_names(self): """ get the zero-weighted observation names Returns ------- zero_weight_obs_names : list a list of zero-weighted observation names """ self.observation_data.index = self.observation_data.obsnme groups = self.observa...	[ "def", "zero_weight_obs_names", "(", "self", ")", ":", "self", ".", "observation_data", ".", "index", "=", "self", ".", "observation_data", ".", "obsnme", "groups", "=", "self", ".", "observation_data", ".", "groupby", "(", "self", ".", "observation_data", "."...	33.5625	19.8125
def slider_position(self): """The current position of the slider on the tool, normalized to the range [-1, 1] and whether it has changed in this event. The logical zero is the neutral position of the slider, or the logical center of the axis. This axis is available on e.g. the Wacom Airbrush. If this ax...	[ "def", "slider_position", "(", "self", ")", ":", "position", "=", "self", ".", "_libinput", ".", "libinput_event_tablet_tool_get_slider_position", "(", "self", ".", "_handle", ")", "changed", "=", "self", ".", "_libinput", ".", "libinput_event_tablet_tool_slider_has_c...	31.47619	23.333333
def sine_wave(params, frequency=400, amplitude=1, offset=0): ''' Generate a sine wave Convenience function, table_wave generates a sine wave by default :param params: buffer parameters, controls length of signal created :param frequency: wave frequency (array or value) :param amplitude: wave amp...	[ "def", "sine_wave", "(", "params", ",", "frequency", "=", "400", ",", "amplitude", "=", "1", ",", "offset", "=", "0", ")", ":", "return", "table_wave", "(", "params", ",", "frequency", ",", "amplitude", ",", "offset", ")" ]	46	21.272727
def update(self): """ Update will try to update the target directory w.r.t source directory. Only files that are common to both directories will be updated, no new files or directories are created """ self._copyfiles = False self._updatefiles = True self._purge =...	[ "def", "update", "(", "self", ")", ":", "self", ".", "_copyfiles", "=", "False", "self", ".", "_updatefiles", "=", "True", "self", ".", "_purge", "=", "False", "self", ".", "_creatdirs", "=", "False", "if", "self", ".", "_verbose", ":", "self", ".", ...	35.333333	15.2
def map(self, callback): """ Run a map over each of the item. :param callback: The map function :type callback: callable :rtype: Collection """ return self.__class__(list(map(callback, self.items)))	[ "def", "map", "(", "self", ",", "callback", ")", ":", "return", "self", ".", "__class__", "(", "list", "(", "map", "(", "callback", ",", "self", ".", "items", ")", ")", ")" ]	24.7	14.1
def _pot_month_counts(self, pot_dataset): """ Return a list of 12 sets. Each sets contains the years included in the POT record period. :param pot_dataset: POT dataset (records and meta data) :type pot_dataset: :class:`floodestimation.entities.PotDataset` """ periods = p...	[ "def", "_pot_month_counts", "(", "self", ",", "pot_dataset", ")", ":", "periods", "=", "pot_dataset", ".", "continuous_periods", "(", ")", "result", "=", "[", "set", "(", ")", "for", "x", "in", "range", "(", "12", ")", "]", "for", "period", "in", "peri...	39.791667	14.375
def parse_cluster(self, global_params, region, cluster): """ Parse a single ElastiCache cluster :param global_params: Parameters shared for all regions :param region: Name of the AWS region :param cluster: ElastiCache cluster ""...	[ "def", "parse_cluster", "(", "self", ",", "global_params", ",", "region", ",", "cluster", ")", ":", "cluster_name", "=", "cluster", ".", "pop", "(", "'CacheClusterId'", ")", "cluster", "[", "'name'", "]", "=", "cluster_name", "# Must fetch info about the subnet gr...	50.190476	22.666667
def update(self, modifier, dest_dir=None, **kwargs): """ Update the contents of a wheel in a generic way. The modifier should be a callable which expects a dictionary argument: its keys are archive-entry paths, and its values are absolute filesystem paths where the contents the c...	[ "def", "update", "(", "self", ",", "modifier", ",", "dest_dir", "=", "None", ",", "", "", "kwargs", ")", ":", "def", "get_version", "(", "path_map", ",", "info_dir", ")", ":", "version", "=", "path", "=", "None", "key", "=", "'%s/%s'", "%", "(", ...	48.02	17.62
def OpenAssociatorInstancePaths(self, InstanceName, AssocClass=None, ResultClass=None, Role=None, ResultRole=None, FilterQueryLanguage=None, FilterQuery=None, OperationTimeout=...	[ "def", "OpenAssociatorInstancePaths", "(", "self", ",", "InstanceName", ",", "AssocClass", "=", "None", ",", "ResultClass", "=", "None", ",", "Role", "=", "None", ",", "ResultRole", "=", "None", ",", "FilterQueryLanguage", "=", "None", ",", "FilterQuery", "=",...	44.329218	23.99177
def put(self, task): """ Inserts a Task into the queue :param task: :class:`~redisqueue.AbstractTask` instance :return: Boolean insert success state :exception: ConnectionError if queue is not connected """ if not self.connected: raise QueueNotConnec...	[ "def", "put", "(", "self", ",", "task", ")", ":", "if", "not", "self", ".", "connected", ":", "raise", "QueueNotConnectedError", "(", "\"Queue is not Connected\"", ")", "if", "task", ".", "unique", ":", "# first lets check if we have this hash already in our queue", ...	34.375	21.291667
def _make_attachment(self, attachment, str_encoding=None): """Returns EmailMessage.attachments item formatted for sending with Mailjet Returns mailjet_dict, is_inline_image """ is_inline_image = False if isinstance(attachment, MIMEBase): name = attachment.get_filenam...	[ "def", "_make_attachment", "(", "self", ",", "attachment", ",", "str_encoding", "=", "None", ")", ":", "is_inline_image", "=", "False", "if", "isinstance", "(", "attachment", ",", "MIMEBase", ")", ":", "name", "=", "attachment", ".", "get_filename", "(", ")"...	38.883721	16.55814

def _handle_waited_log(self, event: dict): """ A subroutine of handle_log Increment self.event_count, forget about waiting, and call the callback if any. """ txn_hash = event['transactionHash'] event_name = event['event'] assert event_name in self.event_waiting as...

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def write_output(self): """Write the Playbook output variables. This method should be overridden with the output variables defined in the install.json configuration file. """ self.tcex.log.info('Writing Output') self.tcex.playbook.create_output('json.pretty', self.pretty...

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39.875

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def add(self, child): """ Adds a typed child object to the component type. @param child: Child object to be added. """ if isinstance(child, FatComponent): self.add_child_component(child) else: Fat.add(self, child)

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def get_cpu_vendor(cls, family, arch='x86'): """ Get CPU vendor, if vendor is not available will return 'generic' Args: family(str): CPU family arch(str): CPU arch Returns: str: CPU vendor if found otherwise 'generic' """ props = cls...

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def random_split(self, weights): """ Random split imageframes according to weights :param weights: weights for each ImageFrame :return: """ jvalues = self.image_frame.random_split(weights) return [ImageFrame(jvalue) for jvalue in jvalues]

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36.125

11.125

def get_data(self, pivotrequest): """The method is getting data by pivot request""" path = '/api/1.0/data/pivot/' return self._api_post(definition.PivotResponse, path, pivotrequest)

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41.2

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def write(self, output_buffer, kmip_version=enums.KMIPVersion.KMIP_1_0): """ Write the data encoding the GetAttributes response payload to a stream. Args: output_buffer (stream): A data stream in which to encode object data, supporting a write method; usually...

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38.54902

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def plot_multi(func:Callable[[int,int,plt.Axes],None], r:int=1, c:int=1, figsize:Tuple=(12,6)): "Call `func` for every combination of `r,c` on a subplot" axes = plt.subplots(r, c, figsize=figsize)[1] for i in range(r): for j in range(c): func(i,j,axes[i,j])

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def _type_check_pointers(utype): """Checks the user-derived type for non-nullified pointer array declarations in its base definition. Returns (list of offending members). """ result = [] for mname, member in utype.members.items(): if ("pointer" in member.modifiers and member.D > 0 and ...

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16.538462

def set_burnstages_upgrade_massive(self): ''' Outputs burnign stages as done in burningstages_upgrade (nugridse) ''' burn_info=[] burn_mini=[] for i in range(len(self.runs_H5_surf)): sefiles=se(self.runs_H5_out[i]) burn_info.append(sefiles.burnstage_upgrade()) ...

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def nltk_tokenize_words(string, attached_period=False, language=None): """Wrap NLTK's tokenizer PunktLanguageVars(), but make final period its own token. >>> nltk_tokenize_words("Sentence 1. Sentence 2.") ['Sentence', '1', '.', 'Sentence', '2', '.'] >>> #Optionally keep the NLTK's output: >>>...

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def stdin(self, line, prompt=True, timeout=3): """ Send line to stdin, optionally expect a prompt. :param line: line to be send to stdin :type line: str :param prompt: boolean indicating whether a prompt is expected, if True absorbs \ all of stdout before ...

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def get_top_artists(self, limit=None, cacheable=True): """Returns a sequence of the most played artists.""" params = self._get_params() if limit: params["limit"] = limit doc = self._request("geo.getTopArtists", cacheable, params) return _extract_top_artists(doc, sel...

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34.888889

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def get_nfd_quick_check_property(value, is_bytes=False): """Get `NFD QUICK CHECK` property.""" obj = unidata.ascii_nfd_quick_check if is_bytes else unidata.unicode_nfd_quick_check if value.startswith('^'): negated = value[1:] value = '^' + unidata.unicode_alias['nfdquickcheck'].get(negated...

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def add_record(self, record): """Add a record to the OAISet. :param record: Record to be added. :type record: `invenio_records.api.Record` or derivative. """ record.setdefault('_oai', {}).setdefault('sets', []) assert not self.has_record(record) record['_oai'][...

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def spectrum_loglike(self, specType, params, scale=1E3): """ return the log-likelihood for a particular spectrum Parameters ---------- specTypes : str The type of spectrum to try params : array-like The spectral parameters scale : float ...

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def summary(self, CorpNum, JobID, TradeType, TradeUsage, UserID=None): """ 수집 결과 요약정보 조회 args CorpNum : 팝빌회원 사업자번호 JobID : 작업아이디 TradeType : 문서형태 배열, N-일반 현금영수증, C-취소 현금영수증 TradeUsage : 거래구분 배열, P-소등공제용, C-지출증빙용 UserID :...

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35.761905

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def get_real_time_locate(ipAddress): """ function takes the ipAddress of a specific host and issues a RESTFUL call to get the device and interface that the target host is currently connected to. :param ipAddress: str value valid IPv4 IP address :return: dictionary containing hostIp, devId, deviceIP,...

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48.722222

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def watch_thread(self): '''watch for settings changes from child''' from mp_settings import MPSetting while True: setting = self.child_pipe.recv() if not isinstance(setting, MPSetting): break try: self.settings.set(setting.name,...

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def generate_help(): """Generates help text with alphabetically sorted recipes.""" help_text = '\nAvailable recipes:\n\n' recipes = config.Config.get_registered_recipes() for contents, _, _ in sorted(recipes, key=lambda k: k[0]['name']): help_text += ' {0:<35s}{1:s}\n'.format( contents['name'], cont...

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def update(self, of): """Update a file from another file, for copying""" # The other values should be set when the file object is created with dataset.bsfile() for p in ('mime_type', 'preference', 'state', 'hash', 'modified', 'size', 'contents', 'source_hash', 'data'): setattr(self,...

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44.125

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def slice_query(self, slice_id): """ This method exposes an API endpoint to get the database query string for this slice """ viz_obj = get_viz(slice_id) security_manager.assert_datasource_permission(viz_obj.datasource) return self.get_query_string_response(viz_obj...

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39.25

9.75

def can_lookup_objective_prerequisites(self): """Tests if this user can perform Objective lookups. A return of true does not guarantee successful authorization. A return of false indicates that it is known all methods in this session will result in a PermissionDenied. This is intended a...

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46.470588

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def update(self, **fields): """Updates all rows that match the filter.""" # build up the query to execute self._for_write = True if django.VERSION >= (2, 0): query = self.query.chain(UpdateQuery) else: query = self.query.clone(UpdateQuery) query._...

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def bind(self, data_shapes, label_shapes=None, for_training=True, inputs_need_grad=False, force_rebind=False, shared_module=None, grad_req='write'): """Binds the symbols to construct executors. This is necessary before one can perform computation with the module. Param...

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49.265306

23.265306

def user_list(self, userid, cur_p=''): ''' List the entities of the user. ''' current_page_number = int(cur_p) if cur_p else 1 current_page_number = 1 if current_page_number < 1 else current_page_number kwd = { 'current_page': current_page_number } ...

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34.277778

23.277778

def get_tree(root=None): """ This is a helper function to get a multipath configuration component for your local machine or an archive. It's for use in interactive sessions. """ from insights import run return run(MultipathConfTree, root=root).get(MultipathConfTree)

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40.571429

18

def addLayer(layer, loadInLegend=True): """ Add one or several layers to the QGIS session and layer registry. :param layer: The layer object or list with layers to add the QGIS layer registry and session. :param loadInLegend: True if this layer should be added to the legend. :return: The added laye...

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def _get_indices(values, selected, tolerance): """Get indices based on user-selected values. Parameters ---------- values : ndarray (any dtype) values present in the axis. selected : ndarray (any dtype) or tuple or list values selected by the user tolerance : float avoid...

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def flush(self): """Erases queue and set `end-of-queue` message.""" while not self._queue.empty(): self._queue.get() self._queue.task_done() self.close()

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32.666667

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def _cmd_create(self): """Create a migration in the current or new revision folder """ assert self._message, "need to supply a message for the \"create\" command" if not self._revisions: self._revisions.append("1") # get the migration folder rev_folder = self...

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def check_input_and_output_types(operator, good_input_types=None, good_output_types=None): ''' Check if the type(s) of input(s)/output(s) is(are) correct :param operator: A Operator object :param good_input_types: A list of allowed input types (e.g., [FloatTensorType, Int64TensorType]) or None. None ...

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def consume_keys(self): """ Work through the keys to look up sequentially """ print("\nLooking up " + self.input_queue.qsize().__str__() + " keys from " + self.source_name + "\n") self.data_worker(**self.worker_args)

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def list_recipes(full=False): """Method that iterates over all available recipes and prints their information to the standard output Parameters ---------- full : bool If true, it will provide the pipeline string along with the recipe name """ logger.info(colored_print( "\n=...

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37.175

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def start_zap_daemon(zap_helper, start_options): """Helper to start the daemon using the current config.""" console.info('Starting ZAP daemon') with helpers.zap_error_handler(): zap_helper.start(options=start_options)

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def _process_mor_objects_queue(self, instance): """ Pops `batch_morlist_size` items from the mor objects queue and run asynchronously the _process_mor_objects_queue_async method to fill the Mor cache. """ i_key = self._instance_key(instance) self.mor_cache.init_instance(i...

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def editpropset(self): ''' :foo=10 ''' self.ignore(whitespace) if not self.nextstr(':'): self._raiseSyntaxExpects(':') relp = self.relprop() self.ignore(whitespace) self.nextmust('=') self.ignore(whitespace) valu = self.va...

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def njsd_all(network, ref, query, file, verbose=True): """Compute transcriptome-wide nJSD between reference and query expression profiles. Attribute: network (str): File path to a network file. ref (str): File path to a reference expression file. query (str): File path to a query express...

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def check_length_of_initial_values(self, init_values): """ Ensures that `init_values` is of the correct length. Raises a helpful ValueError if otherwise. Parameters ---------- init_values : 1D ndarray. The initial values to start the optimizatin process with....

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def run_server(conn, command, sock_path, debug, timeout): """Common code for run_agent and run_git below.""" ret = 0 try: handler = protocol.Handler(conn=conn, debug=debug) with serve(handler=handler, sock_path=sock_path, timeout=timeout) as env: if command: ...

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def rsa_pss_verify(certificate_or_public_key, signature, data, hash_algorithm): """ Verifies an RSASSA-PSS signature. For the PSS padding the mask gen algorithm will be mgf1 using the same hash algorithm as the signature. The salt length with be the length of the hash algorithm, and the trailer field wi...

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def _AddOutput(self, variable): """ Add one more variable as an output of the block :param variable: variable (or signal as it is also a variable) """ if isinstance(variable, Variable): self.outputs.append(variable) else: print(variable) ...

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def shuffle(args): """ %prog shuffle p1.fastq p2.fastq Shuffle pairs into interleaved format. """ p = OptionParser(shuffle.__doc__) p.set_tag() opts, args = p.parse_args(args) if len(args) != 2: sys.exit(not p.print_help()) p1, p2 = args pairsfastq = pairspf((p1, p2)) ...

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def get_ii_text(node): """ Get the text for IndicatorItem node. :param node: IndicatorItem node. :return: """ if node.tag != 'IndicatorItem': raise IOCParseError('Invalid tag: {}'.format(node.tag)) condition = node.attrib.get('condition') pres...

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def update_frame_attributes(self, attrib): """ For positioning update the frame """ if "align" in self.user_defined: align = self.user_defined["align"] if "top" in align: attrib["style:vertical-pos"] = "top" if "right" in align: attrib...

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def _check_cols(df, col_names): """ Raise an AttributeError if `df` does not have a column named as an item of the list of strings `col_names`. """ for col in col_names: if not hasattr(df, col): raise AttributeError("DataFrame does not have a '{}' column, got {}.".format(col, ...

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def browser_attach_timeout(self, value): """ Sets the options Browser Attach Timeout :Args: - value: Timeout in milliseconds """ if not isinstance(value, int): raise ValueError('Browser Attach Timeout must be an integer.') self._options[self.BROWSER...

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def close(self): """ Close the stream. This performs a proper stream shutdown, except if the stream is currently performing a TLS handshake. In that case, calling :meth:`close` is equivalent to calling :meth:`abort`. Otherwise, the transport waits until all buffers are transmitt...

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def triple_reference_of(label: ShExJ.tripleExprLabel, cntxt: Context) -> Optional[ShExJ.tripleExpr]: """ Search for the label in a Schema """ te: Optional[ShExJ.tripleExpr] = None if cntxt.schema.start is not None: te = triple_in_shape(cntxt.schema.start, label, cntxt) if te is None: for...

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def bpp2newick(bppnewick): "converts bpp newick format to normal newick" regex1 = re.compile(r" #[-+]?[0-9]*\.?[0-9]*[:]") regex2 = re.compile(r" #[-+]?[0-9]*\.?[0-9]*[;]") regex3 = re.compile(r": ") new = regex1.sub(":", bppnewick) new = regex2.sub(";", new) new = regex3.sub(":", new) r...

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def _register_token_network_without_limits( self, token_registry_abi: Dict, token_registry_address: str, token_address: str, channel_participant_deposit_limit: Optional[int], token_network_deposit_limit: Optional[int], ): """Register to...

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def get_hashes(path, exclude=None): ''' Get a dictionary of file paths and timestamps. Paths matching `exclude` regex will be excluded. ''' out = {} for f in Path(path).rglob('*'): if f.is_dir(): # We want to watch files, not directories. continue if excl...

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def grp_by_src(self): """ :returns: a new CompositeSourceModel with one group per source """ smodels = [] grp_id = 0 for sm in self.source_models: src_groups = [] smodel = sm.__class__(sm.names, sm.weight, sm.path, src_groups, ...

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42

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def _create_api_call(self, method, _url, kwargs): """ This will create an APICall object and return it :param method: str of the html method ['GET','POST','PUT','DELETE'] :param _url: str of the sub url of the api call (ex. g/device/list) :param kwargs: dict of additional ar...

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def dropbox_editor_factory(request): """ this factory also requires the editor token""" dropbox = dropbox_factory(request) if is_equal(dropbox.editor_token, request.matchdict['editor_token'].encode('utf-8')): return dropbox else: raise HTTPNotFound('invalid editor token')

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42.571429

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def preprocessRequest(self, service_request, *args, **kwargs): """ Preprocesses a request. """ processor = self.getPreprocessor(service_request) if processor is None: return args = (service_request,) + args if hasattr(processor, '_pyamf_expose_reque...

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def create_routertype(self, context, routertype): """Creates a router type. Also binds it to the specified hosting device template. """ LOG.debug("create_routertype() called. Contents %s", routertype) rt = routertype['routertype'] with context.session.begin(subtransactio...

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def pci_contents(self, use_dict=None, as_class=dict): """Return the contents of an object as a dict.""" if _debug: PCI._debug("pci_contents use_dict=%r as_class=%r", use_dict, as_class) # make/extend the dictionary of content if use_dict is None: use_dict = as_class() ...

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37.352941

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def colorize(text='', opts=(), **kwargs): """ Returns your text, enclosed in ANSI graphics codes. Depends on the keyword arguments 'fg' and 'bg', and the contents of the opts tuple/list. Returns the RESET code if no parameters are given. Valid colors: 'black', 'red', 'green', 'yellow'...

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def create_local_module_dir(cache_dir, module_name): """Creates and returns the name of directory where to cache a module.""" tf_v1.gfile.MakeDirs(cache_dir) return os.path.join(cache_dir, module_name)

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51

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def generate_bio_assembly(data_api, struct_inflator): """Generate the bioassembly data. :param data_api the interface to the decoded data :param struct_inflator the interface to put the data into the client object""" bioassembly_count = 0 for bioassembly in data_api.bio_assembly: bioassembly...

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def concretize_store_idx(self, idx, strategies=None): """ Concretizes a store index. :param idx: An expression for the index. :param strategies: A list of concretization strategies (to override the default). :param min_idx: Minimum value for a concretize...

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def prior_const(C, alpha=0.001): """Constant prior of strength alpha. Prior is defined via b_ij=alpha for all i,j Parameters ---------- C : (M, M) ndarray or scipy.sparse matrix Count matrix alpha : float (optional) Value of prior counts Returns ------- B ...

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def __getHyperSearchJobIDFilePath(cls, permWorkDir, outputLabel): """Returns filepath where to store HyperSearch JobID Parameters: ---------------------------------------------------------------------- permWorkDir: Directory path for saved jobID file outputLabel: Label string for incorporating into...

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41

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def STRB(self, params): """ STRB Ra, [Rb, Rc] STRB Ra, [Rb, #imm5] Store Ra into memory as a byte Ra, Rb, and Rc must be low registers """ Ra, Rb, Rc = self.get_three_parameters(self.THREE_PARAMETER_WITH_BRACKETS, params) if self.is_immediate(Rc): ...

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def _set_sflow_profile(self, v, load=False): """ Setter method for sflow_profile, mapped from YANG variable /sflow_profile (list) If this variable is read-only (config: false) in the source YANG file, then _set_sflow_profile is considered as a private method. Backends looking to populate this variab...

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def bool(self, name): """parse a boolean frame""" self._assert_is_string(name) frame = self._next_frame() if len(frame) != 1: raise MessageParserError("Expected exacty 1 byte for boolean value") val = frame != b"\x00" self.results.__dict__[name] = val ...

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35.888889

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def _segmentation_guts(root, file_paths, max_partition_size): """Segment a series of file paths into TarPartition values These TarPartitions are disjoint and roughly below the prescribed size. """ # Canonicalize root to include the trailing slash, since root is # intended to be a directory anyw...

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38.946809

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def evaluate(ref_time, ref_freq, est_time, est_freq, **kwargs): """Evaluate two melody (predominant f0) transcriptions, where the first is treated as the reference (ground truth) and the second as the estimate to be evaluated (prediction). Examples -------- >>> ref_time, ref_freq = mir_eval.io....

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def _set_auth(self, user, password): """ Set authentication parameters """ if user is None or len(user.strip()) == 0: self._user = None self._password = None self._auth = None else: self._user = user.strip() if password:...

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def visit_FromImport(self, node, frame): """Visit named imports.""" self.newline(node) self.write('included_template = environment.get_template(') self.visit(node.template, frame) self.write(', %r).' % self.name) if node.with_context: self.write('make_module(c...

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def fitted(self): """ Whether all models in the group have been fitted. """ return (all(m.fitted for m in self.models.values()) if self.models else False)

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def distribute_work(f, inputs, outputs=None, nprocs=1, out_key='output'): """ For each input i (a dict) in list **inputs**, evaluate f(**i) using multiprocessing if nprocs>1 The result has the same format as the inputs: a list of dicts, taken from outputs, and updated with f(**i). If outputs is...

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def expectation(T, a, mu=None): r"""Equilibrium expectation value of a given observable. Parameters ---------- T : (M, M) ndarray or scipy.sparse matrix Transition matrix a : (M,) ndarray Observable vector mu : (M,) ndarray (optional) The stationary distribution of T. I...

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def set_checked(self, state): """ Sets the Widget checked state. :param state: New check state. :type state: bool :return: Method success. :rtype: bool """ if not self.__checkable: return False if state: self.__checked = ...

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def _islinklike(dir_path): ''' Parameters ---------- dir_path : str Directory path. Returns ------- bool ``True`` if :data:`dir_path` is a link *or* junction. ''' dir_path = ph.path(dir_path) if platform.system() == 'Windows': if dir_path.isjunction(): ...

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def mad(var, constant=1): """ Median Absolute Deviation: a "robust" version of standard deviation. Parameters ---------- var : list or ndarray Value array. constant : float Scale factor. Use 1.4826 for results similar to default R. Returns ---------- mad : float ...

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def pause(path, service_names=None): ''' Pause running containers in the docker-compose file, service_names is a python list, if omitted pause all containers path Path where the docker-compose file is stored on the server service_names If specified will pause only the specified serv...

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def join(self, other, on=None, how=None): """Joins with another :class:`DataFrame`, using the given join expression. :param other: Right side of the join :param on: a string for the join column name, a list of column names, a join expression (Column), or a list of Columns. ...

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def explainParam(self, param): """ Explains a single param and returns its name, doc, and optional default value and user-supplied value in a string. """ param = self._resolveParam(param) values = [] if self.isDefined(param): if param in self._defaultP...

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def filter_value(old: float, new: float, factor: float) -> float: """ Linearly interpolate between two float values. """ r_factor: float = 1 - factor return old * r_factor + new * factor

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def makeWidget(self): """ Return a single widget that should be placed in the second tree column. The widget must be given three attributes: ========== ============================================================ sigChanged a signal that is emitted when the widget's value is c...

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def _generate_report(ret, show_tasks): ''' Generate a report of the Salt function :param ret: The Salt return :param show_tasks: Flag to show the name of the changed and failed states :return: The report ''' returns = ret.get('return') sorted_data = sorted( returns.items(), ...

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def _update_route(dcidr, router_ip, old_router_ip, vpc_info, con, route_table_id, update_reason): """ Update an existing route entry in the route table. """ instance = eni = None try: instance, eni = find_instance_and_eni_by_ip(vpc_info, router_ip) logging.info("-...

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def is_registration_possible(self, user_info): """ Returns true if users can register for this course """ return self.get_accessibility().is_open() and self._registration.is_open() and self.is_user_accepted_by_access_control(user_info)

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def resize_to_shape(data, shape, zoom=None, mode="nearest", order=0): """ Function resize input data to specific shape. :param data: input 3d array-like data :param shape: shape of output data :param zoom: zoom is used for back compatibility :mode: default is 'nearest' """ # @TODO remove...

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def update_article(self, article_id, article_dict): """ Updates an article :param article_id: the article id :param article_dict: dict :return: dict """ return self._create_put_request(resource=ARTICLES, billomat_id=article_id, send_data=article_dict)

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def list_public_repos(profile='github'): ''' List public repositories within the organization. .. versionadded:: 2016.11.0 profile The name of the profile configuration to use. Defaults to ``github``. CLI Example: .. code-block:: bash salt myminion github.list_public_repos ...

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def _get_package_data(root, file_patterns=None): """Expand file patterns to a list of `package_data` paths. Parameters ----------- root: str The relative path to the package root from `HERE`. file_patterns: list or str, optional A list of glob patterns for the data file locations. ...

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def zero_weight_obs_names(self): """ get the zero-weighted observation names Returns ------- zero_weight_obs_names : list a list of zero-weighted observation names """ self.observation_data.index = self.observation_data.obsnme groups = self.observa...

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def slider_position(self): """The current position of the slider on the tool, normalized to the range [-1, 1] and whether it has changed in this event. The logical zero is the neutral position of the slider, or the logical center of the axis. This axis is available on e.g. the Wacom Airbrush. If this ax...

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def sine_wave(params, frequency=400, amplitude=1, offset=0): ''' Generate a sine wave Convenience function, table_wave generates a sine wave by default :param params: buffer parameters, controls length of signal created :param frequency: wave frequency (array or value) :param amplitude: wave amp...

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def update(self): """ Update will try to update the target directory w.r.t source directory. Only files that are common to both directories will be updated, no new files or directories are created """ self._copyfiles = False self._updatefiles = True self._purge =...

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def map(self, callback): """ Run a map over each of the item. :param callback: The map function :type callback: callable :rtype: Collection """ return self.__class__(list(map(callback, self.items)))

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def _pot_month_counts(self, pot_dataset): """ Return a list of 12 sets. Each sets contains the years included in the POT record period. :param pot_dataset: POT dataset (records and meta data) :type pot_dataset: :class:`floodestimation.entities.PotDataset` """ periods = p...

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def parse_cluster(self, global_params, region, cluster): """ Parse a single ElastiCache cluster :param global_params: Parameters shared for all regions :param region: Name of the AWS region :param cluster: ElastiCache cluster ""...

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def update(self, modifier, dest_dir=None, **kwargs): """ Update the contents of a wheel in a generic way. The modifier should be a callable which expects a dictionary argument: its keys are archive-entry paths, and its values are absolute filesystem paths where the contents the c...

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def OpenAssociatorInstancePaths(self, InstanceName, AssocClass=None, ResultClass=None, Role=None, ResultRole=None, FilterQueryLanguage=None, FilterQuery=None, OperationTimeout=...

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def put(self, task): """ Inserts a Task into the queue :param task: :class:`~redisqueue.AbstractTask` instance :return: Boolean insert success state :exception: ConnectionError if queue is not connected """ if not self.connected: raise QueueNotConnec...

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def _make_attachment(self, attachment, str_encoding=None): """Returns EmailMessage.attachments item formatted for sending with Mailjet Returns mailjet_dict, is_inline_image """ is_inline_image = False if isinstance(attachment, MIMEBase): name = attachment.get_filenam...

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