kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def create_or_update(sender, **kwargs): """ Create or update an Activity Monitor item from some instance. """ now = datetime.datetime.now() # I can't explain why this import fails unless it's here. from activity_monitor.models import Activity instance = kwargs['instance'] # Find this o...	[ "def", "create_or_update", "(", "sender", ",", "", "", "kwargs", ")", ":", "now", "=", "datetime", ".", "datetime", ".", "now", "(", ")", "# I can't explain why this import fails unless it's here.", "from", "activity_monitor", ".", "models", "import", "Activity", ...	43.061947	24.053097
def add_select(self, *column): """ Add a new select column to query :param column: The column to add :type column: str :return: The current QueryBuilder instance :rtype: QueryBuilder """ if not column: column = [] self.columns += lis...	[ "def", "add_select", "(", "self", ",", "*", "column", ")", ":", "if", "not", "column", ":", "column", "=", "[", "]", "self", ".", "columns", "+=", "list", "(", "column", ")", "return", "self" ]	20.9375	16.6875
def delete_list_item(self, item_id): """ Delete an existing list item :param item_id: Id of the item to be delted """ url = self.build_url(self._endpoints.get('get_item_by_id').format(item_id=item_id)) response = self.con.delete(url) return bool(response)	[ "def", "delete_list_item", "(", "self", ",", "item_id", ")", ":", "url", "=", "self", ".", "build_url", "(", "self", ".", "_endpoints", ".", "get", "(", "'get_item_by_id'", ")", ".", "format", "(", "item_id", "=", "item_id", ")", ")", "response", "=", ...	27	21.636364
def __driver_completer(self, toks, text, state): """Driver level completer. Arguments: toks: A list of tokens, tokenized from the original input line. text: A string, the text to be replaced if a completion candidate is chosen. state: An integer, the ...	[ "def", "__driver_completer", "(", "self", ",", "toks", ",", "text", ",", "state", ")", ":", "if", "state", "!=", "0", ":", "return", "self", ".", "__completion_candidates", "[", "state", "]", "# Update the cache when this method is first called, i.e., state == 0.", ...	37.604167	21.125
def import_url(self, url=None, force=None): """ Read a list of host entries from a URL, convert them into instances of HostsEntry and then append to the list of entries in Hosts :param url: The URL of where to download a hosts file :return: Counts reflecting the attempted additio...	[ "def", "import_url", "(", "self", ",", "url", "=", "None", ",", "force", "=", "None", ")", ":", "file_contents", "=", "self", ".", "get_hosts_by_url", "(", "url", "=", "url", ")", ".", "decode", "(", "'utf-8'", ")", "file_contents", "=", "file_contents",...	44.586207	14.103448
def solve_simple_captcha(self, pathfile=None, filedata=None, filename=None): """ Upload a image (from disk or a bytearray), and then block until the captcha has been solved. Return value is the captcha result. either pathfile OR filedata should be specified. Filename is ignored (and is only kept for compat...	[ "def", "solve_simple_captcha", "(", "self", ",", "pathfile", "=", "None", ",", "filedata", "=", "None", ",", "filename", "=", "None", ")", ":", "if", "pathfile", "and", "os", ".", "path", ".", "exists", "(", "pathfile", ")", ":", "fp", "=", "open", "...	30.441176	23.970588
def init_app(self, app, url='/hooks'): """Register the URL route to the application. :param app: the optional :class:`~flask.Flask` instance to register the extension :param url: the url that events will be posted to """ app.config.setdefault('VALIDATE_IP', True)...	[ "def", "init_app", "(", "self", ",", "app", ",", "url", "=", "'/hooks'", ")", ":", "app", ".", "config", ".", "setdefault", "(", "'VALIDATE_IP'", ",", "True", ")", "app", ".", "config", ".", "setdefault", "(", "'VALIDATE_SIGNATURE'", ",", "True", ")", ...	36.979592	18
def get_order_book(self, code): """ 获取实时摆盘数据 :param code: 股票代码 :return: (ret, data) ret == RET_OK 返回字典，数据格式如下 ret != RET_OK 返回错误字符串 {‘code’: 股票代码 ‘Ask’:[ (ask_price1, ask_volume1，order_num), (ask_price2, ask_volume2, ord...	[ "def", "get_order_book", "(", "self", ",", "code", ")", ":", "if", "code", "is", "None", "or", "is_str", "(", "code", ")", "is", "False", ":", "error_str", "=", "ERROR_STR_PREFIX", "+", "\"the type of code param is wrong\"", "return", "RET_ERROR", ",", "error_...	29.555556	21.555556
def get_fabric_tasks(self, project): """ Generate a list of fabric tasks that are available """ cache_key = 'project_{}_fabfile_tasks'.format(project.pk) cached_result = cache.get(cache_key) if cached_result: return cached_result try: fa...	[ "def", "get_fabric_tasks", "(", "self", ",", "project", ")", ":", "cache_key", "=", "'project_{}_fabfile_tasks'", ".", "format", "(", "project", ".", "pk", ")", "cached_result", "=", "cache", ".", "get", "(", "cache_key", ")", "if", "cached_result", ":", "re...	33.478261	22.086957
def listener(self): """Helper for mt_interact() -- this executes in the other thread.""" while 1: try: data = self.read_eager() except EOFError: print('* Connection closed by remote host *') return if data: ...	[ "def", "listener", "(", "self", ")", ":", "while", "1", ":", "try", ":", "data", "=", "self", ".", "read_eager", "(", ")", "except", "EOFError", ":", "print", "(", "'* Connection closed by remote host *'", ")", "return", "if", "data", ":", "self", ".",...	32.75	14.416667
def zncc(ts1,ts2): """Zero mean normalised cross-correlation (ZNCC) This function does ZNCC of two signals, ts1 and ts2 Normalisation by very small values is avoided by doing max(nmin,nvalue) Parameters -------------- ts1 : ndarray Input signal 1 to be aligned with ts2 : nd...	[ "def", "zncc", "(", "ts1", ",", "ts2", ")", ":", "# Output is the same size as ts1", "Ns1", "=", "np", ".", "size", "(", "ts1", ")", "Ns2", "=", "np", ".", "size", "(", "ts2", ")", "ts_out", "=", "np", ".", "zeros", "(", "(", "Ns1", ",", "1", ")"...	29.258621	18.206897
def fast_clone(self, VM, clone_name, mem=None): """ Create a 'fast' clone of a VM. This means we make a snapshot of the disk and copy some of the settings and then create a new VM based on the snapshot and settings The VM is transient so when it is shutdown it deletes itself ...	[ "def", "fast_clone", "(", "self", ",", "VM", ",", "clone_name", ",", "mem", "=", "None", ")", ":", "disks", "=", "VM", ".", "get_disks", "(", ")", "ints", "=", "VM", ".", "get_interfaces", "(", ")", "count", "=", "0", "new_disks", "=", "[", "]", ...	35.085714	15.428571
def export(self, class_name, method_name, export_data=False, export_dir='.', export_filename='data.json', export_append_checksum=False, **kwargs): """ Port a trained estimator to the syntax of a chosen programming language. Parameters ---------- :pa...	[ "def", "export", "(", "self", ",", "class_name", ",", "method_name", ",", "export_data", "=", "False", ",", "export_dir", "=", "'.'", ",", "export_filename", "=", "'data.json'", ",", "export_append_checksum", "=", "False", ",", "", "", "kwargs", ")", ":", ...	38.974359	17.538462
def _get_option(self, settings, find_key): """ Return index for provided key """ # This is used as in IAR template, everything # is as an array with random positions. We look for key with an index for option in settings: if option['name'] == find_key: return ...	[ "def", "_get_option", "(", "self", ",", "settings", ",", "find_key", ")", ":", "# This is used as in IAR template, everything ", "# is as an array with random positions. We look for key with an index", "for", "option", "in", "settings", ":", "if", "option", "[", "'name'", "...	48	9.857143
def _is_axis_allowed(self, axis): """Check if axis are allowed. In case the calculation is requested over CA items dimension, it is not valid. It's valid in all other cases. """ if axis is None: # If table direction was requested, we must ensure that each slice ...	[ "def", "_is_axis_allowed", "(", "self", ",", "axis", ")", ":", "if", "axis", "is", "None", ":", "# If table direction was requested, we must ensure that each slice", "# doesn't have the CA items dimension (thus the [-2:] part). It's", "# OK for the 0th dimension to be items, since no c...	37.870968	18.83871
def __filename_to_modname(self, pathname): """ @type pathname: str @param pathname: Pathname to a module. @rtype: str @return: Module name. """ filename = PathOperations.pathname_to_filename(pathname) if filename: filename = filename.lower()...	[ "def", "__filename_to_modname", "(", "self", ",", "pathname", ")", ":", "filename", "=", "PathOperations", ".", "pathname_to_filename", "(", "pathname", ")", "if", "filename", ":", "filename", "=", "filename", ".", "lower", "(", ")", "filepart", ",", "extpart"...	29.894737	13.789474
def ekdelr(handle, segno, recno): """ Delete a specified record from a specified E-kernel segment. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/ekdelr_c.html :param handle: File handle. :type handle: int :param segno: Segment number. :type segno: int :param recno: Record num...	[ "def", "ekdelr", "(", "handle", ",", "segno", ",", "recno", ")", ":", "handle", "=", "ctypes", ".", "c_int", "(", "handle", ")", "segno", "=", "ctypes", ".", "c_int", "(", "segno", ")", "recno", "=", "ctypes", ".", "c_int", "(", "recno", ")", "libs...	28.176471	15
def remove_users_from_account_group(self, account_id, group_id, kwargs): # noqa: E501 """Remove users from a group. # noqa: E501 An endpoint for removing users from groups. Example usage:** `curl -X DELETE https://api.us-east-1.mbedcloud.com/v3/accounts/{accountID}/policy-groups/{groupID}/users...	[ "def", "remove_users_from_account_group", "(", "self", ",", "account_id", ",", "group_id", ",", "", "", "kwargs", ")", ":", "# noqa: E501", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'asynchronous'", ")", "...	60.826087	35.347826
def load_model(self, tid, custom_objects=None): """Load saved keras model of the trial. If tid = None, get the best model Not applicable for trials ran in cross validion (i.e. not applicable for `CompileFN.cv_n_folds is None` """ if tid is None: tid = self.b...	[ "def", "load_model", "(", "self", ",", "tid", ",", "custom_objects", "=", "None", ")", ":", "if", "tid", "is", "None", ":", "tid", "=", "self", ".", "best_trial_tid", "(", ")", "model_path", "=", "self", ".", "get_trial", "(", "tid", ")", "[", "\"res...	35.461538	18.384615
def __replace(config, wildcards, config_file): """For each kvp in config, do wildcard substitution on the values""" for config_key in config: config_value = config[config_key] original_value = config_value if isinstance(config_value, str): for token in wildcards: if wildcards[token]: ...	[ "def", "__replace", "(", "config", ",", "wildcards", ",", "config_file", ")", ":", "for", "config_key", "in", "config", ":", "config_value", "=", "config", "[", "config_key", "]", "original_value", "=", "config_value", "if", "isinstance", "(", "config_value", ...	45.333333	16.666667
def update(self, E=None, **F): '''flatten nested dictionaries to update pathwise >>> Config({'foo': {'bar': 'glork'}}).update({'foo': {'blub': 'bla'}}) {'foo': {'bar': 'glork', 'blub': 'bla'} In contrast to: >>> {'foo': {'bar': 'glork'}}.update({'foo': {'blub': 'bla'}}) ...	[ "def", "update", "(", "self", ",", "E", "=", "None", ",", "", "", "F", ")", ":", "def", "_update", "(", "D", ")", ":", "for", "k", ",", "v", "in", "D", ".", "items", "(", ")", ":", "if", "super", "(", "ConfigDict", ",", "self", ")", ".", ...	29.033333	21.033333
def query_raw(self, query, order_by=None, limit=None, offset=0): """ Do a full-text query on the OpenSearch API using the format specified in https://scihub.copernicus.eu/twiki/do/view/SciHubUserGuide/3FullTextSearch DEPRECATED: use :meth:`query(raw=...) <.query>` instead. This method w...	[ "def", "query_raw", "(", "self", ",", "query", ",", "order_by", "=", "None", ",", "limit", "=", "None", ",", "offset", "=", "0", ")", ":", "warnings", ".", "warn", "(", "\"query_raw() has been merged with query(). use query(raw=...) instead.\"", ",", "PendingDepre...	44.0625	27.375
def wait_for_resource_value_changes(self, wait: int=10): """ Long polling for changes and return a dictionary with resource:value for changes """ changes = {} payload = """<waitForResourceValueChanges1 xmlns=\"utcs\">{timeout}</waitForResourceValueCha...	[ "def", "wait_for_resource_value_changes", "(", "self", ",", "wait", ":", "int", "=", "10", ")", ":", "changes", "=", "{", "}", "payload", "=", "\"\"\"<waitForResourceValueChanges1\n xmlns=\\\"utcs\\\">{timeout}</waitForResourceValueChanges1>\n ...	44.289474	17.868421
def days_to_hmsm(days): """ Convert fractional days to hours, minutes, seconds, and microseconds. Precision beyond microseconds is rounded to the nearest microsecond. Parameters ---------- days : float A fractional number of days. Must be less than 1. Returns ------- hour :...	[ "def", "days_to_hmsm", "(", "days", ")", ":", "hours", "=", "days", "", "24.", "hours", ",", "hour", "=", "math", ".", "modf", "(", "hours", ")", "mins", "=", "hours", "", "60.", "mins", ",", "min", "=", "math", ".", "modf", "(", "mins", ")", ...	17.446809	25.148936
def get_events(self, from_=None, to=None): """Query a slice of the events. Events are always returned in the order the were added. Parameters: from_ -- if not None, return only events added after the event with id `from_`. If None, return from the start of history....	[ "def", "get_events", "(", "self", ",", "from_", "=", "None", ",", "to", "=", "None", ")", ":", "assert", "from_", "is", "None", "or", "isinstance", "(", "from_", ",", "str", ")", "assert", "to", "is", "None", "or", "isinstance", "(", "to", ",", "st...	42.585366	18.926829
def add_group_email_grant(self, permission, email_address, headers=None): """ Convenience method that provides a quick way to add an email group grant to a key. This method retrieves the current ACL, creates a new grant based on the parameters passed in, adds that grant to the ACL and ...	[ "def", "add_group_email_grant", "(", "self", ",", "permission", ",", "email_address", ",", "headers", "=", "None", ")", ":", "acl", "=", "self", ".", "get_acl", "(", "headers", "=", "headers", ")", "acl", ".", "add_group_email_grant", "(", "permission", ",",...	47.45	20.75
def get_all_tweets(screen_name, api, since_id): """ Get all tweets for the givens screen_name. Returns list of text/created_at pairs. """ # Twitter only allows access to a users most recent 3240 tweets with this method all_tweets = [] # initial request for most recent tweets (200 is the maximum allowed ...	[ "def", "get_all_tweets", "(", "screen_name", ",", "api", ",", "since_id", ")", ":", "# Twitter only allows access to a users most recent 3240 tweets with this method", "all_tweets", "=", "[", "]", "# initial request for most recent tweets (200 is the maximum allowed count)", "new_twe...	58.764706	22.823529
def new_text_and_position(self): """ Return (new_text, new_cursor_position) for this completion. """ if self.complete_index is None: return self.original_document.text, self.original_document.cursor_position else: original_text_before_cursor = self.origina...	[ "def", "new_text_and_position", "(", "self", ")", ":", "if", "self", ".", "complete_index", "is", "None", ":", "return", "self", ".", "original_document", ".", "text", ",", "self", ".", "original_document", ".", "cursor_position", "else", ":", "original_text_bef...	43.947368	21.947368
def gap_to_sorl(time_gap): """ P1D to +1DAY :param time_gap: :return: solr's format duration. """ quantity, unit = parse_ISO8601(time_gap) if unit[0] == "WEEKS": return "+{0}DAYS".format(quantity * 7) else: return "+{0}{1}".format(quantity, unit[0])	[ "def", "gap_to_sorl", "(", "time_gap", ")", ":", "quantity", ",", "unit", "=", "parse_ISO8601", "(", "time_gap", ")", "if", "unit", "[", "0", "]", "==", "\"WEEKS\"", ":", "return", "\"+{0}DAYS\"", ".", "format", "(", "quantity", "*", "7", ")", "else", ...	26.090909	11.545455
def method2pos(method): ''' Returns a list of valid POS-tags for a given method. ''' if method in ('articles', 'plural', 'miniaturize', 'gender'): pos = ['NN'] elif method in ('conjugate',): pos = ['VB'] elif method in ('comparative, superlative'): pos = ['JJ'] else: pos = ['*'] return pos	[ "def", "method2pos", "(", "method", ")", ":", "if", "method", "in", "(", "'articles'", ",", "'plural'", ",", "'miniaturize'", ",", "'gender'", ")", ":", "pos", "=", "[", "'NN'", "]", "elif", "method", "in", "(", "'conjugate'", ",", ")", ":", "pos", "...	24.5	23.5
def __assert_field_mapping(self, mapping): """Assert that mapping.keys() == FIELDS. The programmer is not supposed to pass extra/less number of fields """ passed_keys = set(mapping.keys()) class_fields = set(self.FIELDS) if passed_keys != class_fields: raise...	[ "def", "__assert_field_mapping", "(", "self", ",", "mapping", ")", ":", "passed_keys", "=", "set", "(", "mapping", ".", "keys", "(", ")", ")", "class_fields", "=", "set", "(", "self", ".", "FIELDS", ")", "if", "passed_keys", "!=", "class_fields", ":", "r...	40.928571	14.714286
def create_tfs_project_analysis_client(url, token=None): """ Create a project_analysis_client.py client for a Team Foundation Server Enterprise connection instance. This is helpful for understanding project languages, but currently blank for all our test conditions. If token is not provided, will attem...	[ "def", "create_tfs_project_analysis_client", "(", "url", ",", "token", "=", "None", ")", ":", "if", "token", "is", "None", ":", "token", "=", "os", ".", "environ", ".", "get", "(", "'TFS_API_TOKEN'", ",", "None", ")", "tfs_connection", "=", "create_tfs_conne...	43.684211	27.578947
def should_update(stack): """Tests whether a stack should be submitted for updates to CF. Args: stack (:class:`stacker.stack.Stack`): The stack object to check. Returns: bool: If the stack should be updated, return True. """ if stack.locked: if not stack.force: ...	[ "def", "should_update", "(", "stack", ")", ":", "if", "stack", ".", "locked", ":", "if", "not", "stack", ".", "force", ":", "logger", ".", "debug", "(", "\"Stack %s locked and not in --force list. \"", "\"Refusing to update.\"", ",", "stack", ".", "name", ")", ...	30.684211	22.052632
def unpickle_dict(items): '''Returns a dict pickled with pickle_dict''' pickled_keys = items.pop('_pickled', '').split(',') ret = {} for key, val in items.items(): if key in pickled_keys: ret[key] = pickle.loads(val) else: ret[key] = val return ret	[ "def", "unpickle_dict", "(", "items", ")", ":", "pickled_keys", "=", "items", ".", "pop", "(", "'_pickled'", ",", "''", ")", ".", "split", "(", "','", ")", "ret", "=", "{", "}", "for", "key", ",", "val", "in", "items", ".", "items", "(", ")", ":"...	29.9	14.9
def mavlink_packet(self, msg): '''handle an incoming mavlink packet''' if not isinstance(self.console, wxconsole.MessageConsole): return if not self.console.is_alive(): self.mpstate.console = textconsole.SimpleConsole() return type = msg.get_type() ...	[ "def", "mavlink_packet", "(", "self", ",", "msg", ")", ":", "if", "not", "isinstance", "(", "self", ".", "console", ",", "wxconsole", ".", "MessageConsole", ")", ":", "return", "if", "not", "self", ".", "console", ".", "is_alive", "(", ")", ":", "self"...	49.886957	21.434783
def get_response(self): """Get the original response of requests""" request = getattr(requests, self.request_method, None) if request is None and self._request_method is None: raise ValueError("A effective http request method must be set") if self.request_url is None: ...	[ "def", "get_response", "(", "self", ")", ":", "request", "=", "getattr", "(", "requests", ",", "self", ".", "request_method", ",", "None", ")", "if", "request", "is", "None", "and", "self", ".", "_request_method", "is", "None", ":", "raise", "ValueError", ...	48.461538	19.692308
def already_downloaded(filename): """ Verify that the file has not already been downloaded. """ cur_file = os.path.join(c.bview_dir, filename) old_file = os.path.join(c.bview_dir, 'old', filename) if not os.path.exists(cur_file) and not os.path.exists(old_file): return False retu...	[ "def", "already_downloaded", "(", "filename", ")", ":", "cur_file", "=", "os", ".", "path", ".", "join", "(", "c", ".", "bview_dir", ",", "filename", ")", "old_file", "=", "os", ".", "path", ".", "join", "(", "c", ".", "bview_dir", ",", "'old'", ",",...	35.444444	14.333333
def create_feature_map(features, feature_indices, output_dir): """Returns feature_map about the transformed features. feature_map includes information such as: 1, cat1=0 2, cat1=1 3, numeric1 ... Returns: List in the from [(index, feature_description)] """ feature_map = [] for name,...	[ "def", "create_feature_map", "(", "features", ",", "feature_indices", ",", "output_dir", ")", ":", "feature_map", "=", "[", "]", "for", "name", ",", "info", "in", "feature_indices", ":", "transform_name", "=", "features", "[", "name", "]", "[", "'transform'", ...	39.774194	20.258065
def read_single_xso(src, type_): """ Read a single :class:`~.XSO` of the given `type_` from the binary file-like input `src` and return the instance. """ result = None def cb(instance): nonlocal result result = instance read_xso(src, {type_: cb}) return result	[ "def", "read_single_xso", "(", "src", ",", "type_", ")", ":", "result", "=", "None", "def", "cb", "(", "instance", ")", ":", "nonlocal", "result", "result", "=", "instance", "read_xso", "(", "src", ",", "{", "type_", ":", "cb", "}", ")", "return", "r...	19.866667	20.933333
def getWorkerQte(hosts): """Return the number of workers to launch depending on the environment""" if "SLURM_NTASKS" in os.environ: return int(os.environ["SLURM_NTASKS"]) elif "PBS_NP" in os.environ: return int(os.environ["PBS_NP"]) elif "NSLOTS" in os.environ: return int(os.envi...	[ "def", "getWorkerQte", "(", "hosts", ")", ":", "if", "\"SLURM_NTASKS\"", "in", "os", ".", "environ", ":", "return", "int", "(", "os", ".", "environ", "[", "\"SLURM_NTASKS\"", "]", ")", "elif", "\"PBS_NP\"", "in", "os", ".", "environ", ":", "return", "int...	38.1	7.8
def patch(destination, name=None, settings=None): """Decorator to create a patch. The object being decorated becomes the :attr:`~Patch.obj` attribute of the patch. Parameters ---------- destination : object Patch destination. name : str Name of the attribute at the destinat...	[ "def", "patch", "(", "destination", ",", "name", "=", "None", ",", "settings", "=", "None", ")", ":", "def", "decorator", "(", "wrapped", ")", ":", "base", "=", "_get_base", "(", "wrapped", ")", "name_", "=", "base", ".", "__name__", "if", "name", "i...	24.5	21.5
def delete(username): """Delete a user. Example: \b ```bash $ polyaxon user delete david ``` """ try: PolyaxonClient().user.delete_user(username) except (PolyaxonHTTPError, PolyaxonShouldExitError, PolyaxonClientException) as e: Printer.print_error('Could not delete...	[ "def", "delete", "(", "username", ")", ":", "try", ":", "PolyaxonClient", "(", ")", ".", "user", ".", "delete_user", "(", "username", ")", "except", "(", "PolyaxonHTTPError", ",", "PolyaxonShouldExitError", ",", "PolyaxonClientException", ")", "as", "e", ":", ...	27.611111	26.5
def fullfill_descendants_info(desc_matrix): ''' flat_offset ''' pathloc_mapping = {} locpath_mapping = {} #def leaf_handler(desc,pdesc,offset): def leaf_handler(desc,pdesc): #desc['flat_offset'] = (offset,offset+1) desc['non_leaf_son_paths'] = [] desc['leaf_son_pat...	[ "def", "fullfill_descendants_info", "(", "desc_matrix", ")", ":", "pathloc_mapping", "=", "{", "}", "locpath_mapping", "=", "{", "}", "#def leaf_handler(desc,pdesc,offset):", "def", "leaf_handler", "(", "desc", ",", "pdesc", ")", ":", "#desc['flat_offset'] = (offset,off...	37.467532	11.181818
def read_sif(cls, path): """ Creates a graph from a `simple interaction format (SIF)`_ file Parameters ---------- path : str Absolute path to a SIF file Returns ------- caspo.core.graph.Graph Created object instance .. _...	[ "def", "read_sif", "(", "cls", ",", "path", ")", ":", "df", "=", "pd", ".", "read_csv", "(", "path", ",", "delim_whitespace", "=", "True", ",", "names", "=", "[", "'source'", ",", "'sign'", ",", "'target'", "]", ")", ".", "drop_duplicates", "(", ")",...	32.3	27
def send(tag, data=None): ''' Send an event with the given tag and data. This is useful for sending events directly to the master from the shell with salt-run. It is also quite useful for sending events in orchestration states where the ``fire_event`` requisite isn't sufficient because it does ...	[ "def", "send", "(", "tag", ",", "data", "=", "None", ")", ":", "data", "=", "data", "or", "{", "}", "event", "=", "salt", ".", "utils", ".", "event", ".", "get_master_event", "(", "__opts__", ",", "__opts__", "[", "'sock_dir'", "]", ",", "listen", ...	30.453125	23.890625
def surface_area(self): r"""Calculate all atomic surface area. :rtype: [float] """ return [self.atomic_sa(i) for i in range(len(self.rads))]	[ "def", "surface_area", "(", "self", ")", ":", "return", "[", "self", ".", "atomic_sa", "(", "i", ")", "for", "i", "in", "range", "(", "len", "(", "self", ".", "rads", ")", ")", "]" ]	28	16.5
def get_serializer(serializer_format): """ Get the serializer for a specific format """ if serializer_format == Format.JSON: return _serialize_json if serializer_format == Format.PICKLE: return _serialize_pickle	[ "def", "get_serializer", "(", "serializer_format", ")", ":", "if", "serializer_format", "==", "Format", ".", "JSON", ":", "return", "_serialize_json", "if", "serializer_format", "==", "Format", ".", "PICKLE", ":", "return", "_serialize_pickle" ]	39	3.666667
def pypsa_id(self): #TODO: docstring """ Description """ return '_'.join(['MV', str( self.grid.grid_district.lv_load_area.mv_grid_district.mv_grid.\ id_db), 'tru', str(self.id_db)])	[ "def", "pypsa_id", "(", "self", ")", ":", "#TODO: docstring", "return", "'_'", ".", "join", "(", "[", "'MV'", ",", "str", "(", "self", ".", "grid", ".", "grid_district", ".", "lv_load_area", ".", "mv_grid_district", ".", "mv_grid", ".", "id_db", ")", ","...	34.142857	12.142857
def install(client, force): """Install Git hooks.""" import pkg_resources from git.index.fun import hook_path as get_hook_path for hook in HOOKS: hook_path = Path(get_hook_path(hook, client.repo.git_dir)) if hook_path.exists(): if not force: click.echo( ...	[ "def", "install", "(", "client", ",", "force", ")", ":", "import", "pkg_resources", "from", "git", ".", "index", ".", "fun", "import", "hook_path", "as", "get_hook_path", "for", "hook", "in", "HOOKS", ":", "hook_path", "=", "Path", "(", "get_hook_path", "(...	32.038462	19.192308
def _adapt_WSDateTime(dt): """Return unix timestamp of the datetime like input. If conversion overflows high, return sint64_max , if underflows, return 0 """ try: ts = int( (dt.replace(tzinfo=pytz.utc) - datetime(1970,1,1,tzinfo=pytz.utc) ).total_seconds()...	[ "def", "_adapt_WSDateTime", "(", "dt", ")", ":", "try", ":", "ts", "=", "int", "(", "(", "dt", ".", "replace", "(", "tzinfo", "=", "pytz", ".", "utc", ")", "-", "datetime", "(", "1970", ",", "1", ",", "1", ",", "tzinfo", "=", "pytz", ".", "utc"...	26.705882	14.764706
def is_in(self, point_x, point_y): """ Test if the point is within this ellipse """ x = self.x_origin y = self.y_origin a = self.e_width#/2 # FIXME: Why divide by two b = self.e_height#/2 return ((point_x-x)2/(a2)) + ((point_y-y)2/(b2)) < 1.0	[ "def", "is_in", "(", "self", ",", "point_x", ",", "point_y", ")", ":", "x", "=", "self", ".", "x_origin", "y", "=", "self", ".", "y_origin", "a", "=", "self", ".", "e_width", "#/2 # FIXME: Why divide by two", "b", "=", "self", ".", "e_height", "#/2", "...	32.444444	19.111111
def get_value_index(self, indices): """Converts a list of dimensions’ indices into a numeric value index. Args: indices(list): list of dimension's indices. Returns: num(int): numeric value index. """ size = self['size'] if self.get('size') else self['dim...	[ "def", "get_value_index", "(", "self", ",", "indices", ")", ":", "size", "=", "self", "[", "'size'", "]", "if", "self", ".", "get", "(", "'size'", ")", "else", "self", "[", "'dimension'", "]", "[", "'size'", "]", "ndims", "=", "len", "(", "size", "...	30.388889	19.055556
def load_cookie(cls, request, key='session', secret_key=None): """Loads a :class:`SecureCookie` from a cookie in request. If the cookie is not set, a new :class:`SecureCookie` instanced is returned. :param request: a request object that has a `cookies` attribute ...	[ "def", "load_cookie", "(", "cls", ",", "request", ",", "key", "=", "'session'", ",", "secret_key", "=", "None", ")", ":", "data", "=", "request", ".", "cookies", ".", "get", "(", "key", ")", "if", "not", "data", ":", "return", "cls", "(", "secret_key...	45.9375	16.375
def validate_log_format(self, log): ''' >>> lc = LogCollector('file=/path/to/file.log:formatter=logagg.formatters.basescript', 30) >>> incomplete_log = {'data' : {'x' : 1, 'y' : 2}, ... 'raw' : 'Not all keys present'} >>> lc.validate_log_format(incomplete_log...	[ "def", "validate_log_format", "(", "self", ",", "log", ")", ":", "keys_in_log", "=", "set", "(", "log", ")", "keys_in_log_structure", "=", "set", "(", "self", ".", "LOG_STRUCTURE", ")", "try", ":", "assert", "(", "keys_in_log", "==", "keys_in_log_structure", ...	39.257576	18.5
def create_model(config: dict, output_dir: Optional[str], dataset: AbstractDataset, restore_from: Optional[str]=None) -> AbstractModel: """ Create a model object either from scratch of from the checkpoint in ``resume_dir``. Cxflow allows the following scenarios 1. Create model: leave ...	[ "def", "create_model", "(", "config", ":", "dict", ",", "output_dir", ":", "Optional", "[", "str", "]", ",", "dataset", ":", "AbstractDataset", ",", "restore_from", ":", "Optional", "[", "str", "]", "=", "None", ")", "->", "AbstractModel", ":", "logging", ...	49.796296	32.944444
def _static(self, target, value): """PHP's "static" """ return 'static ' + self.__p(ast.Assign(targets=[target],value=value))	[ "def", "_static", "(", "self", ",", "target", ",", "value", ")", ":", "return", "'static '", "+", "self", ".", "__p", "(", "ast", ".", "Assign", "(", "targets", "=", "[", "target", "]", ",", "value", "=", "value", ")", ")" ]	29.2	16.8
def substitute_minor_for_major(progression, substitute_index, ignore_suffix=False): """Substitute minor chords for its major equivalent. 'm' and 'm7' suffixes recognized, and ['II', 'III', 'VI'] if there is no suffix. Examples: >>> substitute_minor_for_major(['VI'], 0) ['I'] >>> su...	[ "def", "substitute_minor_for_major", "(", "progression", ",", "substitute_index", ",", "ignore_suffix", "=", "False", ")", ":", "(", "roman", ",", "acc", ",", "suff", ")", "=", "parse_string", "(", "progression", "[", "substitute_index", "]", ")", "res", "=", ...	33.7	18.133333
def from_json(cls, json_info): """Build a Trial instance from a json string.""" if json_info is None: return None return TrialRecord( trial_id=json_info["trial_id"], job_id=json_info["job_id"], trial_status=json_info["status"], start_ti...	[ "def", "from_json", "(", "cls", ",", "json_info", ")", ":", "if", "json_info", "is", "None", ":", "return", "None", "return", "TrialRecord", "(", "trial_id", "=", "json_info", "[", "\"trial_id\"", "]", ",", "job_id", "=", "json_info", "[", "\"job_id\"", "]...	37.8	6.8
def _read_erd(erd_file, begsam, endsam): """Read the raw data and return a matrix, converted to microvolts. Parameters ---------- erd_file : str one of the .erd files to read begsam : int index of the first sample to read endsam : int index of the last sample (excluded, ...	[ "def", "_read_erd", "(", "erd_file", ",", "begsam", ",", "endsam", ")", ":", "hdr", "=", "_read_hdr_file", "(", "erd_file", ")", "n_allchan", "=", "hdr", "[", "'num_channels'", "]", "shorted", "=", "hdr", "[", "'shorted'", "]", "# does this exist for Schema 7 ...	34.698276	22.327586
def no_selenium_errors(func): """ Decorator to create an `EmptyPromise` check function that is satisfied only when `func` executes without a Selenium error. This protects against many common test failures due to timing issues. For example, accessing an element after it has been modified by JavaScri...	[ "def", "no_selenium_errors", "(", "func", ")", ":", "def", "_inner", "(", "", "args", ",", "", "", "kwargs", ")", ":", "# pylint: disable=missing-docstring", "try", ":", "return_val", "=", "func", "(", "", "args", ",", "", "", "kwargs", ")", "excep...	35.074074	25.592593
def export_data(filename_or_fobj, data, mode="w"): """Return the object ready to be exported or only data if filename_or_fobj is not passed.""" if filename_or_fobj is None: return data _, fobj = get_filename_and_fobj(filename_or_fobj, mode=mode) source = Source.from_file(filename_or_fobj, mode...	[ "def", "export_data", "(", "filename_or_fobj", ",", "data", ",", "mode", "=", "\"w\"", ")", ":", "if", "filename_or_fobj", "is", "None", ":", "return", "data", "_", ",", "fobj", "=", "get_filename_and_fobj", "(", "filename_or_fobj", ",", "mode", "=", "mode",...	37.181818	20.636364
def print_difftext(text, other=None): """ Args: text (str): CommandLine: #python -m utool.util_print --test-print_difftext #autopep8 ingest_data.py --diff \| python -m utool.util_print --test-print_difftext """ if other is not None: # hack text = util_str.dif...	[ "def", "print_difftext", "(", "text", ",", "other", "=", "None", ")", ":", "if", "other", "is", "not", "None", ":", "# hack", "text", "=", "util_str", ".", "difftext", "(", "text", ",", "other", ")", "colortext", "=", "util_str", ".", "color_diff_text", ...	29.2	20.3
def running(self, offset=0, count=25): '''Return all the currently-running jobs''' return self.client('jobs', 'running', self.name, offset, count)	[ "def", "running", "(", "self", ",", "offset", "=", "0", ",", "count", "=", "25", ")", ":", "return", "self", ".", "client", "(", "'jobs'", ",", "'running'", ",", "self", ".", "name", ",", "offset", ",", "count", ")" ]	53.333333	14.666667
def BVirial_Pitzer_Curl(T, Tc, Pc, omega, order=0): r'''Calculates the second virial coefficient using the model in [1]_. Designed for simple calculations. .. math:: B_r=B^{(0)}+\omega B^{(1)} B^{(0)}=0.1445-0.33/T_r-0.1385/T_r^2-0.0121/T_r^3 B^{(1)} = 0.073+0.46/T_r-0.5/T_r^2 -0....	[ "def", "BVirial_Pitzer_Curl", "(", "T", ",", "Tc", ",", "Pc", ",", "omega", ",", "order", "=", "0", ")", ":", "Tr", "=", "T", "/", "Tc", "if", "order", "==", "0", ":", "B0", "=", "0.1445", "-", "0.33", "/", "Tr", "-", "0.1385", "/", "Tr", "**...	44.315315	36.567568
def get_resources(cls): """Returns Ext Resources.""" plugin = directory.get_plugin() controller = MacAddressRangesController(plugin) return [extensions.ResourceExtension(Mac_address_ranges.get_alias(), controller)]	[ "def", "get_resources", "(", "cls", ")", ":", "plugin", "=", "directory", ".", "get_plugin", "(", ")", "controller", "=", "MacAddressRangesController", "(", "plugin", ")", "return", "[", "extensions", ".", "ResourceExtension", "(", "Mac_address_ranges", ".", "ge...	47.666667	14.333333
def getAsGrassAsciiRaster(self, tableName, rasterId=1, rasterIdFieldName='id', rasterFieldName='raster', newSRID=None): """ Returns a string representation of the raster in GRASS ASCII raster format. """ # Get raster in ArcInfo Grid format arcInfoGrid = self.getAsGdalRaster(raste...	[ "def", "getAsGrassAsciiRaster", "(", "self", ",", "tableName", ",", "rasterId", "=", "1", ",", "rasterIdFieldName", "=", "'id'", ",", "rasterFieldName", "=", "'raster'", ",", "newSRID", "=", "None", ")", ":", "# Get raster in ArcInfo Grid format", "arcInfoGrid", "...	37.033333	18.066667
def fwd(self, astr_startPath, **kwargs): """ Return the files-in-working-directory in treeRecurse compatible format. :return: Return the cwd in treeRecurse compatible format. """ status = self.cd(astr_startPath)['status'] if status: ...	[ "def", "fwd", "(", "self", ",", "astr_startPath", ",", "", "", "kwargs", ")", ":", "status", "=", "self", ".", "cd", "(", "astr_startPath", ")", "[", "'status'", "]", "if", "status", ":", "l", "=", "self", ".", "lsf", "(", ")", "if", "len", "("...	37.533333	13.666667
def increment(self, kwargs): """ Increments the counter for the given kwargs. The counter index is computed from kwargs. kwargs is an optional dict of vars captured by the :class:`filter.Filter` that match the log entry. An immutable version of kwargs is used as...	[ "def", "increment", "(", "self", ",", "kwargs", ")", ":", "index", "=", "None", "if", "kwargs", ":", "# index = hash(tuple(sorted(kwargs.items())))", "# Better keep something readable so we can output it.", "index", "=", "tuple", "(", "sorted", "(", "kwargs", ".", "it...	31.565217	22.782609
def group_associations_types(self, group_type, api_entity=None, api_branch=None, params=None): """ Gets the group association from a Indicator/Group/Victim Args: group_type: api_entity: api_branch: params: Returns: """ if...	[ "def", "group_associations_types", "(", "self", ",", "group_type", ",", "api_entity", "=", "None", ",", "api_branch", "=", "None", ",", "params", "=", "None", ")", ":", "if", "params", "is", "None", ":", "params", "=", "{", "}", "if", "not", "self", "....	25.709677	20.16129
def RSA(im: array, radius: int, volume_fraction: int = 1, mode: str = 'extended'): r""" Generates a sphere or disk packing using Random Sequential Addition This which ensures that spheres do not overlap but does not guarantee they are tightly packed. Parameters ---------- im : ND-a...	[ "def", "RSA", "(", "im", ":", "array", ",", "radius", ":", "int", ",", "volume_fraction", ":", "int", "=", "1", ",", "mode", ":", "str", "=", "'extended'", ")", ":", "# Note: The 2D vs 3D splitting of this just me being lazy...I can't be", "# bothered to figure it o...	37.893204	23.631068
def find_all_globals(node, globs): """Search Syntax Tree node to find variable names that are global.""" for n in node: if isinstance(n, SyntaxTree): globs = find_all_globals(n, globs) elif n.kind in read_write_global_ops: globs.add(n.pattr) return globs	[ "def", "find_all_globals", "(", "node", ",", "globs", ")", ":", "for", "n", "in", "node", ":", "if", "isinstance", "(", "n", ",", "SyntaxTree", ")", ":", "globs", "=", "find_all_globals", "(", "n", ",", "globs", ")", "elif", "n", ".", "kind", "in", ...	37.375	9.5
def NewFile(self, filename, encoding, options): """parse an XML file from the filesystem or the network. The parsing flags @options are a combination of xmlParserOption. This reuses the existing @reader xmlTextReader. """ ret = libxml2mod.xmlReaderNewFile(self._o, filename...	[ "def", "NewFile", "(", "self", ",", "filename", ",", "encoding", ",", "options", ")", ":", "ret", "=", "libxml2mod", ".", "xmlReaderNewFile", "(", "self", ".", "_o", ",", "filename", ",", "encoding", ",", "options", ")", "return", "ret" ]	50.428571	14.285714
def interpolate(self, factor, minGlyph, maxGlyph, round=True, suppressError=True): """ Interpolate the contents of this glyph at location ``factor`` in a linear interpolation between ``minGlyph`` and ``maxGlyph``. >>> glyph.interpolate(0.5, otherGlyph1, otherGlyp...	[ "def", "interpolate", "(", "self", ",", "factor", ",", "minGlyph", ",", "maxGlyph", ",", "round", "=", "True", ",", "suppressError", "=", "True", ")", ":", "factor", "=", "normalizers", ".", "normalizeInterpolationFactor", "(", "factor", ")", "if", "not", ...	52.214286	26.166667
def FanOut(self, obj, parent=None): """Expand values from various attribute types. Strings are returned as is. Dictionaries are returned with a key string, and an expanded set of values. Other iterables are expanded until they flatten out. Other items are returned in string format. Args: ...	[ "def", "FanOut", "(", "self", ",", "obj", ",", "parent", "=", "None", ")", ":", "# Catch cases where RDFs are iterable but return themselves.", "if", "parent", "and", "obj", "==", "parent", ":", "results", "=", "[", "utils", ".", "SmartUnicode", "(", "obj", ")...	39.944444	18.416667
def set_data(self, data): """ Fills form with data Args: data (dict): Data to assign form fields. Returns: Self. Form object. """ for name in self._fields: setattr(self, name, data.get(name)) return self	[ "def", "set_data", "(", "self", ",", "data", ")", ":", "for", "name", "in", "self", ".", "_fields", ":", "setattr", "(", "self", ",", "name", ",", "data", ".", "get", "(", "name", ")", ")", "return", "self" ]	20.357143	18.214286
def _psed(text, before, after, limit, flags): ''' Does the actual work for file.psed, so that single lines can be passed in ''' atext = text if limit: limit = re.compile(limit) comps = text.split(limit) atext = ''.join(comps[1:]) c...	[ "def", "_psed", "(", "text", ",", "before", ",", "after", ",", "limit", ",", "flags", ")", ":", "atext", "=", "text", "if", "limit", ":", "limit", "=", "re", ".", "compile", "(", "limit", ")", "comps", "=", "text", ".", "split", "(", "limit", ")"...	21.259259	22.740741
def add_version_pattern(self, m): """For QR codes with a version 7 or higher, a special pattern specifying the code's version is required. For further information see: http://www.thonky.com/qr-code-tutorial/format-version-information/#example-of-version-7-information-string """ ...	[ "def", "add_version_pattern", "(", "self", ",", "m", ")", ":", "if", "self", ".", "version", "<", "7", ":", "return", "#Get the bit fields for this code's version", "#We will iterate across the string, the bit string", "#needs the least significant digit in the zero-th position",...	33.896552	18.862069
def date_decimal_hook(dct): '''The default JSON decoder hook. It is the inverse of :class:`stdnet.utils.jsontools.JSONDateDecimalEncoder`.''' if '__datetime__' in dct: return todatetime(dct['__datetime__']) elif '__date__' in dct: return todatetime(dct['__date__']).date() elif '__decimal...	[ "def", "date_decimal_hook", "(", "dct", ")", ":", "if", "'__datetime__'", "in", "dct", ":", "return", "todatetime", "(", "dct", "[", "'__datetime__'", "]", ")", "elif", "'__date__'", "in", "dct", ":", "return", "todatetime", "(", "dct", "[", "'__date__'", ...	35.727273	13.909091
def _apply_cn_keys_patch(): """ apply this patch due to an issue in http.client.parse_headers when there're multi-bytes in headers. it will truncate some headers. https://github.com/aliyun/aliyun-log-python-sdk/issues/79 """ import sys if sys.version_info[:2] == (3, 5): impor...	[ "def", "_apply_cn_keys_patch", "(", ")", ":", "import", "sys", "if", "sys", ".", "version_info", "[", ":", "2", "]", "==", "(", "3", ",", "5", ")", ":", "import", "http", ".", "client", "as", "hc", "old_parse", "=", "hc", ".", "parse_headers", "def",...	32.222222	16.148148
def sum_of_squares(simulated_trajectories, observed_trajectories_lookup): """ Returns the sum-of-squares distance between the simulated_trajectories and observed_trajectories :param simulated_trajectories: Simulated trajectories :type simulated_trajectories: list[:class:`means.simulation.Trajectory`] ...	[ "def", "sum_of_squares", "(", "simulated_trajectories", ",", "observed_trajectories_lookup", ")", ":", "dist", "=", "0", "for", "simulated_trajectory", "in", "simulated_trajectories", ":", "observed_trajectory", "=", "None", "try", ":", "observed_trajectory", "=", "obse...	40.884615	26.961538
def delete_webhook(self, scaling_group, policy, webhook): """ Deletes the specified webhook from the policy. """ return self._manager.delete_webhook(scaling_group, policy, webhook)	[ "def", "delete_webhook", "(", "self", ",", "scaling_group", ",", "policy", ",", "webhook", ")", ":", "return", "self", ".", "_manager", ".", "delete_webhook", "(", "scaling_group", ",", "policy", ",", "webhook", ")" ]	41.6	13.2
def _listen(self, uuid=None, session=None): """ Listen a connection uuid """ if self.url is None: raise Exception("NURESTPushCenter needs to have a valid URL. please use setURL: before starting it.") events_url = "%s/events" % self.url if uuid: events_url = "%s?...	[ "def", "_listen", "(", "self", ",", "uuid", "=", "None", ",", "session", "=", "None", ")", ":", "if", "self", ".", "url", "is", "None", ":", "raise", "Exception", "(", "\"NURESTPushCenter needs to have a valid URL. please use setURL: before starting it.\"", ")", "...	39.185185	30.740741
def store(self): ''' Record the current value of each variable X named in track_vars in an attribute named X_hist. Parameters ---------- none Returns ------- none ''' for var_name in self.track_vars: value_now = getatt...	[ "def", "store", "(", "self", ")", ":", "for", "var_name", "in", "self", ".", "track_vars", ":", "value_now", "=", "getattr", "(", "self", ",", "var_name", ")", "getattr", "(", "self", ",", "var_name", "+", "'_hist'", ")", ".", "append", "(", "value_now...	24	24.125
async def process_message(self, message, wait=True): """Process a message to see if it wakes any waiters. This will check waiters registered to see if they match the given message. If so, they are awoken and passed the message. All matching waiters will be woken. This method ...	[ "async", "def", "process_message", "(", "self", ",", "message", ",", "wait", "=", "True", ")", ":", "to_check", "=", "deque", "(", "[", "self", ".", "_waiters", "]", ")", "ignored", "=", "True", "while", "len", "(", "to_check", ")", ">", "0", ":", ...	39.948276	25.206897
def get_family_lookup_session(self): """Gets the ``OsidSession`` associated with the family lookup service. return: (osid.relationship.FamilyLookupSession) - a ``FamilyLookupSession`` raise: OperationFailed - unable to complete request raise: Unimplemented - ``supports...	[ "def", "get_family_lookup_session", "(", "self", ")", ":", "if", "not", "self", ".", "supports_family_lookup", "(", ")", ":", "raise", "Unimplemented", "(", ")", "try", ":", "from", ".", "import", "sessions", "except", "ImportError", ":", "raise", "OperationFa...	39.478261	18.217391
def get_lyrics_threaded(song, l_sources=None): """ Launches a pool of threads to search for the lyrics of a single song. The optional parameter 'sources' specifies an alternative list of sources. If not present, the main list will be used. """ if l_sources is None: l_sources = sources ...	[ "def", "get_lyrics_threaded", "(", "song", ",", "l_sources", "=", "None", ")", ":", "if", "l_sources", "is", "None", ":", "l_sources", "=", "sources", "if", "song", ".", "lyrics", "and", "not", "CONFIG", "[", "'overwrite'", "]", ":", "logger", ".", "debu...	27.484848	19.787879
def get(self, node=None): """Run basic healthchecks against the current node, or against a given node. Example response: > {"status":"ok"} > {"status":"failed","reason":"string"} :param node: Node name :raises ApiError: Raises if the remote ...	[ "def", "get", "(", "self", ",", "node", "=", "None", ")", ":", "if", "not", "node", ":", "return", "self", ".", "http_client", ".", "get", "(", "HEALTHCHECKS", ")", "return", "self", ".", "http_client", ".", "get", "(", "HEALTHCHECKS_NODE", "%", "node"...	32.222222	21.722222
def envelop(self, begin, end=None): """ Returns the set of all intervals fully contained in the range [begin, end). Completes in O(m + klog n) time, where: n = size of the tree * m = number of matches * k = size of the search range :rtype: set of...	[ "def", "envelop", "(", "self", ",", "begin", ",", "end", "=", "None", ")", ":", "root", "=", "self", ".", "top_node", "if", "not", "root", ":", "return", "set", "(", ")", "if", "end", "is", "None", ":", "iv", "=", "begin", "return", "self", ".", ...	35.558824	17.794118
def sync_skills_data(self): """ Update internal skill_data_structure from disk. """ self.skills_data = self.load_skills_data() if 'upgraded' in self.skills_data: self.skills_data.pop('upgraded') else: self.skills_data_hash = skills_data_hash(self.skills_data)	[ "def", "sync_skills_data", "(", "self", ")", ":", "self", ".", "skills_data", "=", "self", ".", "load_skills_data", "(", ")", "if", "'upgraded'", "in", "self", ".", "skills_data", ":", "self", ".", "skills_data", ".", "pop", "(", "'upgraded'", ")", "else",...	44.142857	12.285714
def standardize_cell(cell, to_primitive=False, no_idealize=False, symprec=1e-5, angle_tolerance=-1.0): """Return standardized cell. Args: cell, symprec, angle_tolerance: See the docstring of get_symmetry. ...	[ "def", "standardize_cell", "(", "cell", ",", "to_primitive", "=", "False", ",", "no_idealize", "=", "False", ",", "symprec", "=", "1e-5", ",", "angle_tolerance", "=", "-", "1.0", ")", ":", "_set_no_error", "(", ")", "lattice", ",", "_positions", ",", "_num...	38.244898	17.897959
def field_metadata(self, well_row=0, well_column=0, field_row=0, field_column=0): """Get OME-XML metadata of given field. Parameters ---------- well_row : int Y well coordinate. Same as --V in files. well_column : int X well coordin...	[ "def", "field_metadata", "(", "self", ",", "well_row", "=", "0", ",", "well_column", "=", "0", ",", "field_row", "=", "0", ",", "field_column", "=", "0", ")", ":", "def", "condition", "(", "path", ")", ":", "attrs", "=", "attributes", "(", "path", ")...	35.909091	18.939394
def _split_horizontal(self, section, width, height): """For an horizontal split the rectangle is placed in the lower left corner of the section (section's xy coordinates), the top most side of the rectangle and its horizontal continuation, marks the line of division for the split. ...	[ "def", "_split_horizontal", "(", "self", ",", "section", ",", "width", ",", "height", ")", ":", "# First remove the section we are splitting so it doesn't ", "# interfere when later we try to merge the resulting split", "# rectangles, with the rest of free sections.", "#self._sections....	44.264706	18.5
def _format_date_param(params, key, format="%Y-%m-%d %H:%M:%S"): """ Utility function to convert datetime values to strings. If the value is already a str, or is not in the dict, no change is made. :param params: A `dict` of params that may contain a `datetime` value. :param key: The datetime valu...	[ "def", "_format_date_param", "(", "params", ",", "key", ",", "format", "=", "\"%Y-%m-%d %H:%M:%S\"", ")", ":", "if", "key", "in", "params", ":", "param", "=", "params", "[", "key", "]", "if", "hasattr", "(", "param", ",", "\"strftime\"", ")", ":", "param...	42.428571	23.428571
def transition_matrix_reversible_pisym(C, return_statdist=False, **kwargs): r""" Estimates reversible transition matrix as follows: ..:math: p_{ij} = c_{ij} / c_i where c_i = sum_j c_{ij} \pi_j = \sum_j \pi_i p_{ij} x_{ij} = \pi_i p_{ij} + \pi_j p_{ji} p^{rev}_{ij} = x_{ij} ...	[ "def", "transition_matrix_reversible_pisym", "(", "C", ",", "return_statdist", "=", "False", ",", "", "", "kwargs", ")", ":", "# nonreversible estimate", "T_nonrev", "=", "transition_matrix_non_reversible", "(", "C", ")", "from", "msmtools", ".", "analysis", "impo...	31.307692	20.717949
def _convert_choices(self, choices): """Auto create db values then call super method""" final_choices = [] for choice in choices: if isinstance(choice, ChoiceEntry): final_choices.append(choice) continue original_choice = choice ...	[ "def", "_convert_choices", "(", "self", ",", "choices", ")", ":", "final_choices", "=", "[", "]", "for", "choice", "in", "choices", ":", "if", "isinstance", "(", "choice", ",", "ChoiceEntry", ")", ":", "final_choices", ".", "append", "(", "choice", ")", ...	34.811321	19.943396
def _forceInt(x,y,z,a2,b2,c2,n,i): """Integral involved in the force at (x,y,z) integrates 1/A B^n (x_i/(tau+a_i)) where A = sqrt((tau+a)(tau+b)(tau+c)) and B = (1-x^2/(tau+a)-y^2/(tau+b)-z^2/(tau+c)) from lambda to infty with respect to tau. The lower limit lambda is given by lowerlim function. ...	[ "def", "_forceInt", "(", "x", ",", "y", ",", "z", ",", "a2", ",", "b2", ",", "c2", ",", "n", ",", "i", ")", ":", "def", "integrand", "(", "tau", ")", ":", "return", "(", "x", "", "(", "i", "==", "0", ")", "+", "y", "", "(", "i", "==",...	53.090909	19.545455
def _read_string(self, cpu, buf): """ Reads a null terminated concrete buffer form memory :todo: FIX. move to cpu or memory """ filename = "" for i in range(0, 1024): c = Operators.CHR(cpu.read_int(buf + i, 8)) if c == '\x00': break...	[ "def", "_read_string", "(", "self", ",", "cpu", ",", "buf", ")", ":", "filename", "=", "\"\"", "for", "i", "in", "range", "(", "0", ",", "1024", ")", ":", "c", "=", "Operators", ".", "CHR", "(", "cpu", ".", "read_int", "(", "buf", "+", "i", ","...	29.916667	11.083333
def validate_commit_index(func): """Apply to State Machine everything up to commit index""" @functools.wraps(func) def wrapped(self, args, *kwargs): for not_applied in range(self.log.last_applied + 1, self.log.commit_index + 1): self.state_machine.apply(self.log[not_applied]['command'...	[ "def", "validate_commit_index", "(", "func", ")", ":", "@", "functools", ".", "wraps", "(", "func", ")", "def", "wrapped", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "for", "not_applied", "in", "range", "(", "self", ".", "log",...	36.125	21.125
def delete(self, **kwargs): """Delete a resource by issuing a DELETE http request against it.""" self.method = 'delete' if len(kwargs) > 0: self.load(self.client.delete(self.url, params=kwargs)) else: self.load(self.client.delete(self.url)) self.parent.rem...	[ "def", "delete", "(", "self", ",", "", "", "kwargs", ")", ":", "self", ".", "method", "=", "'delete'", "if", "len", "(", "kwargs", ")", ">", "0", ":", "self", ".", "load", "(", "self", ".", "client", ".", "delete", "(", "self", ".", "url", ",...	37.333333	14.888889
def header(self, item0, *items): """print string item0 to the current position and next strings to defined positions example: .header("Name", 75, "Quantity", 100, "Unit") """ self.txt(item0) at_x = None for item in items: if at_x is None: at_x ...	[ "def", "header", "(", "self", ",", "item0", ",", "*", "items", ")", ":", "self", ".", "txt", "(", "item0", ")", "at_x", "=", "None", "for", "item", "in", "items", ":", "if", "at_x", "is", "None", ":", "at_x", "=", "item", "else", ":", "self", "...	33.583333	11.916667

def create_or_update(sender, **kwargs): """ Create or update an Activity Monitor item from some instance. """ now = datetime.datetime.now() # I can't explain why this import fails unless it's here. from activity_monitor.models import Activity instance = kwargs['instance'] # Find this o...

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def add_select(self, *column): """ Add a new select column to query :param column: The column to add :type column: str :return: The current QueryBuilder instance :rtype: QueryBuilder """ if not column: column = [] self.columns += lis...

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def delete_list_item(self, item_id): """ Delete an existing list item :param item_id: Id of the item to be delted """ url = self.build_url(self._endpoints.get('get_item_by_id').format(item_id=item_id)) response = self.con.delete(url) return bool(response)

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def __driver_completer(self, toks, text, state): """Driver level completer. Arguments: toks: A list of tokens, tokenized from the original input line. text: A string, the text to be replaced if a completion candidate is chosen. state: An integer, the ...

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def import_url(self, url=None, force=None): """ Read a list of host entries from a URL, convert them into instances of HostsEntry and then append to the list of entries in Hosts :param url: The URL of where to download a hosts file :return: Counts reflecting the attempted additio...

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def solve_simple_captcha(self, pathfile=None, filedata=None, filename=None): """ Upload a image (from disk or a bytearray), and then block until the captcha has been solved. Return value is the captcha result. either pathfile OR filedata should be specified. Filename is ignored (and is only kept for compat...

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def init_app(self, app, url='/hooks'): """Register the URL route to the application. :param app: the optional :class:`~flask.Flask` instance to register the extension :param url: the url that events will be posted to """ app.config.setdefault('VALIDATE_IP', True)...

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def get_order_book(self, code): """ 获取实时摆盘数据 :param code: 股票代码 :return: (ret, data) ret == RET_OK 返回字典，数据格式如下 ret != RET_OK 返回错误字符串 {‘code’: 股票代码 ‘Ask’:[ (ask_price1, ask_volume1，order_num), (ask_price2, ask_volume2, ord...

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def get_fabric_tasks(self, project): """ Generate a list of fabric tasks that are available """ cache_key = 'project_{}_fabfile_tasks'.format(project.pk) cached_result = cache.get(cache_key) if cached_result: return cached_result try: fa...

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def listener(self): """Helper for mt_interact() -- this executes in the other thread.""" while 1: try: data = self.read_eager() except EOFError: print('*** Connection closed by remote host ***') return if data: ...

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def zncc(ts1,ts2): """Zero mean normalised cross-correlation (ZNCC) This function does ZNCC of two signals, ts1 and ts2 Normalisation by very small values is avoided by doing max(nmin,nvalue) Parameters -------------- ts1 : ndarray Input signal 1 to be aligned with ts2 : nd...

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def fast_clone(self, VM, clone_name, mem=None): """ Create a 'fast' clone of a VM. This means we make a snapshot of the disk and copy some of the settings and then create a new VM based on the snapshot and settings The VM is transient so when it is shutdown it deletes itself ...

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def export(self, class_name, method_name, export_data=False, export_dir='.', export_filename='data.json', export_append_checksum=False, **kwargs): """ Port a trained estimator to the syntax of a chosen programming language. Parameters ---------- :pa...

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def _get_option(self, settings, find_key): """ Return index for provided key """ # This is used as in IAR template, everything # is as an array with random positions. We look for key with an index for option in settings: if option['name'] == find_key: return ...

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def _is_axis_allowed(self, axis): """Check if axis are allowed. In case the calculation is requested over CA items dimension, it is not valid. It's valid in all other cases. """ if axis is None: # If table direction was requested, we must ensure that each slice ...

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def __filename_to_modname(self, pathname): """ @type pathname: str @param pathname: Pathname to a module. @rtype: str @return: Module name. """ filename = PathOperations.pathname_to_filename(pathname) if filename: filename = filename.lower()...

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def ekdelr(handle, segno, recno): """ Delete a specified record from a specified E-kernel segment. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/ekdelr_c.html :param handle: File handle. :type handle: int :param segno: Segment number. :type segno: int :param recno: Record num...

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def remove_users_from_account_group(self, account_id, group_id, **kwargs): # noqa: E501 """Remove users from a group. # noqa: E501 An endpoint for removing users from groups. **Example usage:** `curl -X DELETE https://api.us-east-1.mbedcloud.com/v3/accounts/{accountID}/policy-groups/{groupID}/users...

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def load_model(self, tid, custom_objects=None): """Load saved keras model of the trial. If tid = None, get the best model Not applicable for trials ran in cross validion (i.e. not applicable for `CompileFN.cv_n_folds is None` """ if tid is None: tid = self.b...

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def __replace(config, wildcards, config_file): """For each kvp in config, do wildcard substitution on the values""" for config_key in config: config_value = config[config_key] original_value = config_value if isinstance(config_value, str): for token in wildcards: if wildcards[token]: ...

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def update(self, E=None, **F): '''flatten nested dictionaries to update pathwise >>> Config({'foo': {'bar': 'glork'}}).update({'foo': {'blub': 'bla'}}) {'foo': {'bar': 'glork', 'blub': 'bla'} In contrast to: >>> {'foo': {'bar': 'glork'}}.update({'foo': {'blub': 'bla'}}) ...

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def query_raw(self, query, order_by=None, limit=None, offset=0): """ Do a full-text query on the OpenSearch API using the format specified in https://scihub.copernicus.eu/twiki/do/view/SciHubUserGuide/3FullTextSearch DEPRECATED: use :meth:`query(raw=...) <.query>` instead. This method w...

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def wait_for_resource_value_changes(self, wait: int=10): """ Long polling for changes and return a dictionary with resource:value for changes """ changes = {} payload = """<waitForResourceValueChanges1 xmlns=\"utcs\">{timeout}</waitForResourceValueCha...

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def days_to_hmsm(days): """ Convert fractional days to hours, minutes, seconds, and microseconds. Precision beyond microseconds is rounded to the nearest microsecond. Parameters ---------- days : float A fractional number of days. Must be less than 1. Returns ------- hour :...

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def get_events(self, from_=None, to=None): """Query a slice of the events. Events are always returned in the order the were added. Parameters: from_ -- if not None, return only events added after the event with id `from_`. If None, return from the start of history....

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def add_group_email_grant(self, permission, email_address, headers=None): """ Convenience method that provides a quick way to add an email group grant to a key. This method retrieves the current ACL, creates a new grant based on the parameters passed in, adds that grant to the ACL and ...

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def get_all_tweets(screen_name, api, since_id): """ Get all tweets for the givens screen_name. Returns list of text/created_at pairs. """ # Twitter only allows access to a users most recent 3240 tweets with this method all_tweets = [] # initial request for most recent tweets (200 is the maximum allowed ...

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58.764706

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def new_text_and_position(self): """ Return (new_text, new_cursor_position) for this completion. """ if self.complete_index is None: return self.original_document.text, self.original_document.cursor_position else: original_text_before_cursor = self.origina...

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43.947368

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def gap_to_sorl(time_gap): """ P1D to +1DAY :param time_gap: :return: solr's format duration. """ quantity, unit = parse_ISO8601(time_gap) if unit[0] == "WEEKS": return "+{0}DAYS".format(quantity * 7) else: return "+{0}{1}".format(quantity, unit[0])

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def method2pos(method): ''' Returns a list of valid POS-tags for a given method. ''' if method in ('articles', 'plural', 'miniaturize', 'gender'): pos = ['NN'] elif method in ('conjugate',): pos = ['VB'] elif method in ('comparative, superlative'): pos = ['JJ'] else: pos = ['*'] return pos

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24.5

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def __assert_field_mapping(self, mapping): """Assert that mapping.keys() == FIELDS. The programmer is not supposed to pass extra/less number of fields """ passed_keys = set(mapping.keys()) class_fields = set(self.FIELDS) if passed_keys != class_fields: raise...

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40.928571

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def create_tfs_project_analysis_client(url, token=None): """ Create a project_analysis_client.py client for a Team Foundation Server Enterprise connection instance. This is helpful for understanding project languages, but currently blank for all our test conditions. If token is not provided, will attem...

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43.684211

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def should_update(stack): """Tests whether a stack should be submitted for updates to CF. Args: stack (:class:`stacker.stack.Stack`): The stack object to check. Returns: bool: If the stack should be updated, return True. """ if stack.locked: if not stack.force: ...

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30.684211

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def unpickle_dict(items): '''Returns a dict pickled with pickle_dict''' pickled_keys = items.pop('_pickled', '').split(',') ret = {} for key, val in items.items(): if key in pickled_keys: ret[key] = pickle.loads(val) else: ret[key] = val return ret

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29.9

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def mavlink_packet(self, msg): '''handle an incoming mavlink packet''' if not isinstance(self.console, wxconsole.MessageConsole): return if not self.console.is_alive(): self.mpstate.console = textconsole.SimpleConsole() return type = msg.get_type() ...

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49.886957

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def get_response(self): """Get the original response of requests""" request = getattr(requests, self.request_method, None) if request is None and self._request_method is None: raise ValueError("A effective http request method must be set") if self.request_url is None: ...

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48.461538

19.692308

def already_downloaded(filename): """ Verify that the file has not already been downloaded. """ cur_file = os.path.join(c.bview_dir, filename) old_file = os.path.join(c.bview_dir, 'old', filename) if not os.path.exists(cur_file) and not os.path.exists(old_file): return False retu...

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35.444444

14.333333

def create_feature_map(features, feature_indices, output_dir): """Returns feature_map about the transformed features. feature_map includes information such as: 1, cat1=0 2, cat1=1 3, numeric1 ... Returns: List in the from [(index, feature_description)] """ feature_map = [] for name,...

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39.774194

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def read_single_xso(src, type_): """ Read a single :class:`~.XSO` of the given `type_` from the binary file-like input `src` and return the instance. """ result = None def cb(instance): nonlocal result result = instance read_xso(src, {type_: cb}) return result

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19.866667

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def getWorkerQte(hosts): """Return the number of workers to launch depending on the environment""" if "SLURM_NTASKS" in os.environ: return int(os.environ["SLURM_NTASKS"]) elif "PBS_NP" in os.environ: return int(os.environ["PBS_NP"]) elif "NSLOTS" in os.environ: return int(os.envi...

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38.1

7.8

def patch(destination, name=None, settings=None): """Decorator to create a patch. The object being decorated becomes the :attr:`~Patch.obj` attribute of the patch. Parameters ---------- destination : object Patch destination. name : str Name of the attribute at the destinat...

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24.5

21.5

def delete(username): """Delete a user. Example: \b ```bash $ polyaxon user delete david ``` """ try: PolyaxonClient().user.delete_user(username) except (PolyaxonHTTPError, PolyaxonShouldExitError, PolyaxonClientException) as e: Printer.print_error('Could not delete...

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27.611111

26.5

def fullfill_descendants_info(desc_matrix): ''' flat_offset ''' pathloc_mapping = {} locpath_mapping = {} #def leaf_handler(desc,pdesc,offset): def leaf_handler(desc,pdesc): #desc['flat_offset'] = (offset,offset+1) desc['non_leaf_son_paths'] = [] desc['leaf_son_pat...

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37.467532

11.181818

def read_sif(cls, path): """ Creates a graph from a `simple interaction format (SIF)`_ file Parameters ---------- path : str Absolute path to a SIF file Returns ------- caspo.core.graph.Graph Created object instance .. _...

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32.3

27

def send(tag, data=None): ''' Send an event with the given tag and data. This is useful for sending events directly to the master from the shell with salt-run. It is also quite useful for sending events in orchestration states where the ``fire_event`` requisite isn't sufficient because it does ...

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30.453125

23.890625

def surface_area(self): r"""Calculate all atomic surface area. :rtype: [float] """ return [self.atomic_sa(i) for i in range(len(self.rads))]

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28

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def get_serializer(serializer_format): """ Get the serializer for a specific format """ if serializer_format == Format.JSON: return _serialize_json if serializer_format == Format.PICKLE: return _serialize_pickle

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39

3.666667

def pypsa_id(self): #TODO: docstring """ Description """ return '_'.join(['MV', str( self.grid.grid_district.lv_load_area.mv_grid_district.mv_grid.\ id_db), 'tru', str(self.id_db)])

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34.142857

12.142857

def install(client, force): """Install Git hooks.""" import pkg_resources from git.index.fun import hook_path as get_hook_path for hook in HOOKS: hook_path = Path(get_hook_path(hook, client.repo.git_dir)) if hook_path.exists(): if not force: click.echo( ...

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32.038462

19.192308

def _adapt_WSDateTime(dt): """Return unix timestamp of the datetime like input. If conversion overflows high, return sint64_max , if underflows, return 0 """ try: ts = int( (dt.replace(tzinfo=pytz.utc) - datetime(1970,1,1,tzinfo=pytz.utc) ).total_seconds()...

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26.705882

14.764706

def is_in(self, point_x, point_y): """ Test if the point is within this ellipse """ x = self.x_origin y = self.y_origin a = self.e_width#/2 # FIXME: Why divide by two b = self.e_height#/2 return ((point_x-x)**2/(a**2)) + ((point_y-y)**2/(b**2)) < 1.0

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32.444444

19.111111

def get_value_index(self, indices): """Converts a list of dimensions’ indices into a numeric value index. Args: indices(list): list of dimension's indices. Returns: num(int): numeric value index. """ size = self['size'] if self.get('size') else self['dim...

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30.388889

19.055556

def load_cookie(cls, request, key='session', secret_key=None): """Loads a :class:`SecureCookie` from a cookie in request. If the cookie is not set, a new :class:`SecureCookie` instanced is returned. :param request: a request object that has a `cookies` attribute ...

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45.9375

16.375

def validate_log_format(self, log): ''' >>> lc = LogCollector('file=/path/to/file.log:formatter=logagg.formatters.basescript', 30) >>> incomplete_log = {'data' : {'x' : 1, 'y' : 2}, ... 'raw' : 'Not all keys present'} >>> lc.validate_log_format(incomplete_log...

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39.257576

18.5

def create_model(config: dict, output_dir: Optional[str], dataset: AbstractDataset, restore_from: Optional[str]=None) -> AbstractModel: """ Create a model object either from scratch of from the checkpoint in ``resume_dir``. Cxflow allows the following scenarios 1. Create model: leave ...

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49.796296

32.944444

def _static(self, target, value): """PHP's "static" """ return 'static ' + self.__p(ast.Assign(targets=[target],value=value))

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29.2

16.8

def substitute_minor_for_major(progression, substitute_index, ignore_suffix=False): """Substitute minor chords for its major equivalent. 'm' and 'm7' suffixes recognized, and ['II', 'III', 'VI'] if there is no suffix. Examples: >>> substitute_minor_for_major(['VI'], 0) ['I'] >>> su...

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33.7

18.133333

def from_json(cls, json_info): """Build a Trial instance from a json string.""" if json_info is None: return None return TrialRecord( trial_id=json_info["trial_id"], job_id=json_info["job_id"], trial_status=json_info["status"], start_ti...

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37.8

6.8

def _read_erd(erd_file, begsam, endsam): """Read the raw data and return a matrix, converted to microvolts. Parameters ---------- erd_file : str one of the .erd files to read begsam : int index of the first sample to read endsam : int index of the last sample (excluded, ...

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34.698276

22.327586

def no_selenium_errors(func): """ Decorator to create an `EmptyPromise` check function that is satisfied only when `func` executes without a Selenium error. This protects against many common test failures due to timing issues. For example, accessing an element after it has been modified by JavaScri...

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35.074074

25.592593

def export_data(filename_or_fobj, data, mode="w"): """Return the object ready to be exported or only data if filename_or_fobj is not passed.""" if filename_or_fobj is None: return data _, fobj = get_filename_and_fobj(filename_or_fobj, mode=mode) source = Source.from_file(filename_or_fobj, mode...

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37.181818

20.636364

def print_difftext(text, other=None): """ Args: text (str): CommandLine: #python -m utool.util_print --test-print_difftext #autopep8 ingest_data.py --diff | python -m utool.util_print --test-print_difftext """ if other is not None: # hack text = util_str.dif...

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29.2

20.3

def running(self, offset=0, count=25): '''Return all the currently-running jobs''' return self.client('jobs', 'running', self.name, offset, count)

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53.333333

14.666667

def BVirial_Pitzer_Curl(T, Tc, Pc, omega, order=0): r'''Calculates the second virial coefficient using the model in [1]_. Designed for simple calculations. .. math:: B_r=B^{(0)}+\omega B^{(1)} B^{(0)}=0.1445-0.33/T_r-0.1385/T_r^2-0.0121/T_r^3 B^{(1)} = 0.073+0.46/T_r-0.5/T_r^2 -0....

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44.315315

36.567568

def get_resources(cls): """Returns Ext Resources.""" plugin = directory.get_plugin() controller = MacAddressRangesController(plugin) return [extensions.ResourceExtension(Mac_address_ranges.get_alias(), controller)]

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47.666667

14.333333

def getAsGrassAsciiRaster(self, tableName, rasterId=1, rasterIdFieldName='id', rasterFieldName='raster', newSRID=None): """ Returns a string representation of the raster in GRASS ASCII raster format. """ # Get raster in ArcInfo Grid format arcInfoGrid = self.getAsGdalRaster(raste...

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37.033333

18.066667

def fwd(self, astr_startPath, **kwargs): """ Return the files-in-working-directory in treeRecurse compatible format. :return: Return the cwd in treeRecurse compatible format. """ status = self.cd(astr_startPath)['status'] if status: ...

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37.533333

13.666667

def increment(self, kwargs): """ Increments the counter for the given *kwargs*. The counter index is computed from *kwargs*. *kwargs* is an optional dict of vars captured by the :class:`filter.Filter` that match the log entry. An immutable version of *kwargs* is used as...

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31.565217

22.782609

def group_associations_types(self, group_type, api_entity=None, api_branch=None, params=None): """ Gets the group association from a Indicator/Group/Victim Args: group_type: api_entity: api_branch: params: Returns: """ if...

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25.709677

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def RSA(im: array, radius: int, volume_fraction: int = 1, mode: str = 'extended'): r""" Generates a sphere or disk packing using Random Sequential Addition This which ensures that spheres do not overlap but does not guarantee they are tightly packed. Parameters ---------- im : ND-a...

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def find_all_globals(node, globs): """Search Syntax Tree node to find variable names that are global.""" for n in node: if isinstance(n, SyntaxTree): globs = find_all_globals(n, globs) elif n.kind in read_write_global_ops: globs.add(n.pattr) return globs

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def NewFile(self, filename, encoding, options): """parse an XML file from the filesystem or the network. The parsing flags @options are a combination of xmlParserOption. This reuses the existing @reader xmlTextReader. """ ret = libxml2mod.xmlReaderNewFile(self._o, filename...

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def interpolate(self, factor, minGlyph, maxGlyph, round=True, suppressError=True): """ Interpolate the contents of this glyph at location ``factor`` in a linear interpolation between ``minGlyph`` and ``maxGlyph``. >>> glyph.interpolate(0.5, otherGlyph1, otherGlyp...

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def FanOut(self, obj, parent=None): """Expand values from various attribute types. Strings are returned as is. Dictionaries are returned with a key string, and an expanded set of values. Other iterables are expanded until they flatten out. Other items are returned in string format. Args: ...

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def set_data(self, data): """ Fills form with data Args: data (dict): Data to assign form fields. Returns: Self. Form object. """ for name in self._fields: setattr(self, name, data.get(name)) return self

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def _psed(text, before, after, limit, flags): ''' Does the actual work for file.psed, so that single lines can be passed in ''' atext = text if limit: limit = re.compile(limit) comps = text.split(limit) atext = ''.join(comps[1:]) c...

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def add_version_pattern(self, m): """For QR codes with a version 7 or higher, a special pattern specifying the code's version is required. For further information see: http://www.thonky.com/qr-code-tutorial/format-version-information/#example-of-version-7-information-string """ ...

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def date_decimal_hook(dct): '''The default JSON decoder hook. It is the inverse of :class:`stdnet.utils.jsontools.JSONDateDecimalEncoder`.''' if '__datetime__' in dct: return todatetime(dct['__datetime__']) elif '__date__' in dct: return todatetime(dct['__date__']).date() elif '__decimal...

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def _apply_cn_keys_patch(): """ apply this patch due to an issue in http.client.parse_headers when there're multi-bytes in headers. it will truncate some headers. https://github.com/aliyun/aliyun-log-python-sdk/issues/79 """ import sys if sys.version_info[:2] == (3, 5): impor...

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def sum_of_squares(simulated_trajectories, observed_trajectories_lookup): """ Returns the sum-of-squares distance between the simulated_trajectories and observed_trajectories :param simulated_trajectories: Simulated trajectories :type simulated_trajectories: list[:class:`means.simulation.Trajectory`] ...

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def delete_webhook(self, scaling_group, policy, webhook): """ Deletes the specified webhook from the policy. """ return self._manager.delete_webhook(scaling_group, policy, webhook)

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def _listen(self, uuid=None, session=None): """ Listen a connection uuid """ if self.url is None: raise Exception("NURESTPushCenter needs to have a valid URL. please use setURL: before starting it.") events_url = "%s/events" % self.url if uuid: events_url = "%s?...

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def store(self): ''' Record the current value of each variable X named in track_vars in an attribute named X_hist. Parameters ---------- none Returns ------- none ''' for var_name in self.track_vars: value_now = getatt...

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async def process_message(self, message, wait=True): """Process a message to see if it wakes any waiters. This will check waiters registered to see if they match the given message. If so, they are awoken and passed the message. All matching waiters will be woken. This method ...

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def get_family_lookup_session(self): """Gets the ``OsidSession`` associated with the family lookup service. return: (osid.relationship.FamilyLookupSession) - a ``FamilyLookupSession`` raise: OperationFailed - unable to complete request raise: Unimplemented - ``supports...

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def get_lyrics_threaded(song, l_sources=None): """ Launches a pool of threads to search for the lyrics of a single song. The optional parameter 'sources' specifies an alternative list of sources. If not present, the main list will be used. """ if l_sources is None: l_sources = sources ...

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def get(self, node=None): """Run basic healthchecks against the current node, or against a given node. Example response: > {"status":"ok"} > {"status":"failed","reason":"string"} :param node: Node name :raises ApiError: Raises if the remote ...

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def envelop(self, begin, end=None): """ Returns the set of all intervals fully contained in the range [begin, end). Completes in O(m + k*log n) time, where: * n = size of the tree * m = number of matches * k = size of the search range :rtype: set of...

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def sync_skills_data(self): """ Update internal skill_data_structure from disk. """ self.skills_data = self.load_skills_data() if 'upgraded' in self.skills_data: self.skills_data.pop('upgraded') else: self.skills_data_hash = skills_data_hash(self.skills_data)

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def standardize_cell(cell, to_primitive=False, no_idealize=False, symprec=1e-5, angle_tolerance=-1.0): """Return standardized cell. Args: cell, symprec, angle_tolerance: See the docstring of get_symmetry. ...

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def field_metadata(self, well_row=0, well_column=0, field_row=0, field_column=0): """Get OME-XML metadata of given field. Parameters ---------- well_row : int Y well coordinate. Same as --V in files. well_column : int X well coordin...

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def _split_horizontal(self, section, width, height): """For an horizontal split the rectangle is placed in the lower left corner of the section (section's xy coordinates), the top most side of the rectangle and its horizontal continuation, marks the line of division for the split. ...

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def _format_date_param(params, key, format="%Y-%m-%d %H:%M:%S"): """ Utility function to convert datetime values to strings. If the value is already a str, or is not in the dict, no change is made. :param params: A `dict` of params that may contain a `datetime` value. :param key: The datetime valu...

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def transition_matrix_reversible_pisym(C, return_statdist=False, **kwargs): r""" Estimates reversible transition matrix as follows: ..:math: p_{ij} = c_{ij} / c_i where c_i = sum_j c_{ij} \pi_j = \sum_j \pi_i p_{ij} x_{ij} = \pi_i p_{ij} + \pi_j p_{ji} p^{rev}_{ij} = x_{ij} ...

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def _convert_choices(self, choices): """Auto create db values then call super method""" final_choices = [] for choice in choices: if isinstance(choice, ChoiceEntry): final_choices.append(choice) continue original_choice = choice ...

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def _forceInt(x,y,z,a2,b2,c2,n,i): """Integral involved in the force at (x,y,z) integrates 1/A B^n (x_i/(tau+a_i)) where A = sqrt((tau+a)(tau+b)(tau+c)) and B = (1-x^2/(tau+a)-y^2/(tau+b)-z^2/(tau+c)) from lambda to infty with respect to tau. The lower limit lambda is given by lowerlim function. ...

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def _read_string(self, cpu, buf): """ Reads a null terminated concrete buffer form memory :todo: FIX. move to cpu or memory """ filename = "" for i in range(0, 1024): c = Operators.CHR(cpu.read_int(buf + i, 8)) if c == '\x00': break...

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29.916667

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def validate_commit_index(func): """Apply to State Machine everything up to commit index""" @functools.wraps(func) def wrapped(self, *args, **kwargs): for not_applied in range(self.log.last_applied + 1, self.log.commit_index + 1): self.state_machine.apply(self.log[not_applied]['command'...

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36.125

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def delete(self, **kwargs): """Delete a resource by issuing a DELETE http request against it.""" self.method = 'delete' if len(kwargs) > 0: self.load(self.client.delete(self.url, params=kwargs)) else: self.load(self.client.delete(self.url)) self.parent.rem...

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def header(self, item0, *items): """print string item0 to the current position and next strings to defined positions example: .header("Name", 75, "Quantity", 100, "Unit") """ self.txt(item0) at_x = None for item in items: if at_x is None: at_x ...

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