kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def convert_cropping(builder, layer, input_names, output_names, keras_layer): """ Convert padding layer from keras to coreml. Keras only supports zero padding at this time. Parameters ---------- keras_layer: layer A keras layer object. builder: NeuralNetworkBuilder A neural ...	[ "def", "convert_cropping", "(", "builder", ",", "layer", ",", "input_names", ",", "output_names", ",", "keras_layer", ")", ":", "_check_data_format", "(", "keras_layer", ")", "# Get input and output names", "input_name", ",", "output_name", "=", "(", "input_names", ...	36.019231	17.057692
def get_stp_mst_detail_output_cist_port_admin_edge(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_stp_mst_detail = ET.Element("get_stp_mst_detail") config = get_stp_mst_detail output = ET.SubElement(get_stp_mst_detail, "output") cist...	[ "def", "get_stp_mst_detail_output_cist_port_admin_edge", "(", "self", ",", "", "", "kwargs", ")", ":", "config", "=", "ET", ".", "Element", "(", "\"config\"", ")", "get_stp_mst_detail", "=", "ET", ".", "Element", "(", "\"get_stp_mst_detail\"", ")", "config", "...	41.357143	12.285714
def has_output(state, text, incorrect_msg="The checker expected to find {{'' if fixed else 'the pattern '}}`{{text}}` in the output of your command.", fixed=False, strip_ansi=True): """Check whether student output contains specific text. Before you us...	[ "def", "has_output", "(", "state", ",", "text", ",", "incorrect_msg", "=", "\"The checker expected to find {{'' if fixed else 'the pattern '}}`{{text}}` in the output of your command.\"", ",", "fixed", "=", "False", ",", "strip_ansi", "=", "True", ")", ":", "stu_output", "=...	35.3	28.66
def removeRequest(self, service, *args): """ Removes a request from the pending request list. """ if isinstance(service, RequestWrapper): if self.logger: self.logger.debug('Removing request: %s', self.requests[self.requests.index(service)]...	[ "def", "removeRequest", "(", "self", ",", "service", ",", "*", "args", ")", ":", "if", "isinstance", "(", "service", ",", "RequestWrapper", ")", ":", "if", "self", ".", "logger", ":", "self", ".", "logger", ".", "debug", "(", "'Removing request: %s'", ",...	34.130435	19.695652
def write_to_png(self, target=None): """Writes the contents of surface as a PNG image. :param target: A filename, a binary mode file-like object with a :meth:`~file.write` method, or :obj:`None`. :returns: If :obj:`target` is :obj:`None`, ...	[ "def", "write_to_png", "(", "self", ",", "target", "=", "None", ")", ":", "return_bytes", "=", "target", "is", "None", "if", "return_bytes", ":", "target", "=", "io", ".", "BytesIO", "(", ")", "if", "hasattr", "(", "target", ",", "'write'", ")", ":", ...	35.583333	15.416667
def fetch(self, refund_id, data={}, **kwargs): """" Refund object for given paymnet Id Args: refund_id : Refund Id for which refund has to be retrieved Returns: Refund dict for given refund Id """ return super(Refund, self).fetch(refund_id, data,...	[ "def", "fetch", "(", "self", ",", "refund_id", ",", "data", "=", "{", "}", ",", "", "", "kwargs", ")", ":", "return", "super", "(", "Refund", ",", "self", ")", ".", "fetch", "(", "refund_id", ",", "data", ",", "", "", "kwargs", ")" ]	29.090909	18.090909
def reorder_pinned_topics_courses(self, order, course_id): """ Reorder pinned topics. Puts the pinned discussion topics in the specified order. All pinned topics should be included. """ path = {} data = {} params = {} # REQUIRED - PATH...	[ "def", "reorder_pinned_topics_courses", "(", "self", ",", "order", ",", "course_id", ")", ":", "path", "=", "{", "}", "data", "=", "{", "}", "params", "=", "{", "}", "# REQUIRED - PATH - course_id\r", "\"\"\"ID\"\"\"", "path", "[", "\"course_id\"", "]", "=", ...	40.454545	25.5
def saveSilent(self): """ Saves the record, but does not emit the saved signal. This method is useful when chaining together multiple saves. Check the saveSignalBlocked value to know if it was muted to know if any saves occurred. :return <bool> ...	[ "def", "saveSilent", "(", "self", ")", ":", "self", ".", "blockSignals", "(", "True", ")", "success", "=", "self", ".", "save", "(", ")", "self", ".", "blockSignals", "(", "False", ")", "return", "success" ]	33.692308	16.615385
def _set_options(self, options): '''Private function for setting options used for sealing''' if not options: return self.options.copy() options = options.copy() if 'magic' in options: self.set_magic(options['magic']) del(options['magic']) if...	[ "def", "_set_options", "(", "self", ",", "options", ")", ":", "if", "not", "options", ":", "return", "self", ".", "options", ".", "copy", "(", ")", "options", "=", "options", ".", "copy", "(", ")", "if", "'magic'", "in", "options", ":", "self", ".", ...	32.147059	16.735294
def worklog(accountable): """ List all worklogs for a given issue key. """ worklog = accountable.issue_worklog() headers = ['author_name', 'comment', 'time_spent'] if worklog: rows = [[v for k, v in sorted(w.items()) if k in headers] for w in worklog] rows.insert(...	[ "def", "worklog", "(", "accountable", ")", ":", "worklog", "=", "accountable", ".", "issue_worklog", "(", ")", "headers", "=", "[", "'author_name'", ",", "'comment'", ",", "'time_spent'", "]", "if", "worklog", ":", "rows", "=", "[", "[", "v", "for", "k",...	30.4375	14.5625
def get_api_publisher(self, social_user): """ owner_id - VK user or group from_group - 1 by group, 0 by user message - text attachments - comma separated links or VK resources ID's and other https://vk.com/dev.php?method=wall.post """ ...	[ "def", "get_api_publisher", "(", "self", ",", "social_user", ")", ":", "def", "_post", "(", "", "", "kwargs", ")", ":", "api", "=", "self", ".", "get_api", "(", "social_user", ")", "response", "=", "api", ".", "wall", ".", "post", "(", "", "", ...	31.133333	13.666667
def set_config_file(self, path): """ Set the config file. The contents must be valid YAML and there must be a top-level element 'tasks'. The listed tasks will be started according to their configuration, and the file will be watched for future changes. The changes will be acti...	[ "def", "set_config_file", "(", "self", ",", "path", ")", ":", "log", "=", "self", ".", "_params", ".", "get", "(", "'log'", ",", "self", ".", "_discard", ")", "if", "path", "!=", "self", ".", "_config_file", ":", "if", "self", ".", "_config_file", ":...	48.555556	17.666667
def naive(seqs, f=None, start=None, key=lambda x: x): """Naive cycle detector See help(cycle_detector) for more context. Args: sequence: A sequence to detect cyles in. f, start: Function and starting state for finite state machine Yields: Values yielded by sequence_a if it termi...	[ "def", "naive", "(", "seqs", ",", "f", "=", "None", ",", "start", "=", "None", ",", "key", "=", "lambda", "x", ":", "x", ")", ":", "history", "=", "{", "}", "for", "step", ",", "value", "in", "enumerate", "(", "seqs", "[", "0", "]", ")", ":",...	25.933333	23.666667
def make_FULL_BSE_Densities_folder(self, folder): """ mkdir "FULL_BSE_Densities" folder (needed for bse run) in the desired folder """ if os.path.exists(folder + "/FULL_BSE_Densities"): return "FULL_BSE_Densities folder already exists" else: os.makedirs(f...	[ "def", "make_FULL_BSE_Densities_folder", "(", "self", ",", "folder", ")", ":", "if", "os", ".", "path", ".", "exists", "(", "folder", "+", "\"/FULL_BSE_Densities\"", ")", ":", "return", "\"FULL_BSE_Densities folder already exists\"", "else", ":", "os", ".", "maked...	39.7	18.9
def set_pid(): """ Explicitly ask the ipython kernel for its pid """ global pid lines = '\n'.join(['import os', '_pid = os.getpid()']) try: msg_id = send(lines, silent=True, user_variables=['_pid']) except TypeError: # change in IPython 3.0+ msg_id = send(lines, silent=True,...	[ "def", "set_pid", "(", ")", ":", "global", "pid", "lines", "=", "'\\n'", ".", "join", "(", "[", "'import os'", ",", "'_pid = os.getpid()'", "]", ")", "try", ":", "msg_id", "=", "send", "(", "lines", ",", "silent", "=", "True", ",", "user_variables", "=...	36.321429	22.107143
def select(self, column, agg=None, _as=None, distinct=False): """ What columnns to select in query. :column should be a column name or equation to produce column not aggregated :agg should be a valid aggregate method used to producte the figure :_as should be a string used to...	[ "def", "select", "(", "self", ",", "column", ",", "agg", "=", "None", ",", "_as", "=", "None", ",", "distinct", "=", "False", ")", ":", "if", "agg", "and", "not", "_as", ":", "raise", "ValueError", "(", "\"Aggregate colunns require `_as` to be specified\"", ...	48.692308	22.846154
def feature_enabled(self, feature_name): """ Indicates whether the specified feature is enabled for the CPC of this partition. The HMC must generally support features, and the specified feature must be available for the CPC. For a list of available features, see section...	[ "def", "feature_enabled", "(", "self", ",", "feature_name", ")", ":", "feature_list", "=", "self", ".", "prop", "(", "'available-features-list'", ",", "None", ")", "if", "feature_list", "is", "None", ":", "raise", "ValueError", "(", "\"Firmware features are not su...	34.622222	22.8
def rprop_core(params, gradients, rprop_increase=1.01, rprop_decrease=0.99, rprop_min_step=0, rprop_max_step=100, learning_rate=0.01): """ Rprop optimizer. See http://sci2s.ugr.es/keel/pdf/algorithm/articulo/2003-Neuro-Igel-IRprop+.pdf. """ for param, grad in zip(params, gradients): ...	[ "def", "rprop_core", "(", "params", ",", "gradients", ",", "rprop_increase", "=", "1.01", ",", "rprop_decrease", "=", "0.99", ",", "rprop_min_step", "=", "0", ",", "rprop_max_step", "=", "100", ",", "learning_rate", "=", "0.01", ")", ":", "for", "param", "...	43.428571	21.047619
def get_padding_lengths(self) -> Dict[str, Dict[str, int]]: """ Gets the maximum padding lengths from all ``Instances`` in this batch. Each ``Instance`` has multiple ``Fields``, and each ``Field`` could have multiple things that need padding. We look at all fields in all instances, and ...	[ "def", "get_padding_lengths", "(", "self", ")", "->", "Dict", "[", "str", ",", "Dict", "[", "str", ",", "int", "]", "]", ":", "padding_lengths", ":", "Dict", "[", "str", ",", "Dict", "[", "str", ",", "int", "]", "]", "=", "defaultdict", "(", "dict"...	62.208333	29.791667
def calculate_fee(self, input_values): ''' Tx, list(int) -> int ''' total_in = sum(input_values) total_out = sum([utils.le2i(tx_out.value) for tx_out in self.tx_outs]) for js in self.tx_joinsplits: total_in += utils.le2i(js.vpub_new) total_out += u...	[ "def", "calculate_fee", "(", "self", ",", "input_values", ")", ":", "total_in", "=", "sum", "(", "input_values", ")", "total_out", "=", "sum", "(", "[", "utils", ".", "le2i", "(", "tx_out", ".", "value", ")", "for", "tx_out", "in", "self", ".", "tx_out...	36.9	13.7
def hash_shooter(video_path): """Compute a hash using Shooter's algorithm :param string video_path: path of the video :return: the hash :rtype: string """ filesize = os.path.getsize(video_path) readsize = 4096 if os.path.getsize(video_path) < readsize * 2: return None offse...	[ "def", "hash_shooter", "(", "video_path", ")", ":", "filesize", "=", "os", ".", "path", ".", "getsize", "(", "video_path", ")", "readsize", "=", "4096", "if", "os", ".", "path", ".", "getsize", "(", "video_path", ")", "<", "readsize", "*", "2", ":", ...	31.105263	17.210526
def eventFilter(self, watchedObject, event): """ Deletes an item from an editable combobox when the delete or backspace key is pressed in the list of items, or when ctrl-delete or ctrl-back space is pressed in the line-edit. When the combobox is not editable the filter does ...	[ "def", "eventFilter", "(", "self", ",", "watchedObject", ",", "event", ")", ":", "if", "self", ".", "comboBox", ".", "isEditable", "(", ")", "and", "event", ".", "type", "(", ")", "==", "QtCore", ".", "QEvent", ".", "KeyPress", ":", "key", "=", "even...	51.72	23
def unwrap(self, encrypted_data): """ Decrypts the data send by the server using the TLS channel negotiated between the client and the server. :param encrypted_data: the byte string of the encrypted data :return: a byte string of the decrypted data """ length = s...	[ "def", "unwrap", "(", "self", ",", "encrypted_data", ")", ":", "length", "=", "self", ".", "tls_connection", ".", "bio_write", "(", "encrypted_data", ")", "data", "=", "b''", "counter", "=", "0", "while", "True", ":", "try", ":", "data_chunk", "=", "self...	29.416667	19.75
def _get_field_comment(field, separator=' - '): """ Create SQL comment from field's title and description :param field: tableschema-py Field, with optional 'title' and 'description' values :param separator: :return: >>> _get_field_comment(tableschema.Field({'title': 'my_title', 'description': ...	[ "def", "_get_field_comment", "(", "field", ",", "separator", "=", "' - '", ")", ":", "title", "=", "field", ".", "descriptor", ".", "get", "(", "'title'", ")", "or", "''", "description", "=", "field", ".", "descriptor", ".", "get", "(", "'description'", ...	39.3	24.9
def GetAttribute(self, name): """Provides the value of the attribute with the specified qualified name. """ ret = libxml2mod.xmlTextReaderGetAttribute(self._o, name) return ret	[ "def", "GetAttribute", "(", "self", ",", "name", ")", ":", "ret", "=", "libxml2mod", ".", "xmlTextReaderGetAttribute", "(", "self", ".", "_o", ",", "name", ")", "return", "ret" ]	41.4	11.6
def calc_im_size(img_height, img_width): '''Calculates shape of data after decoding. Parameters ---------- img_height : int Height of encoded data. img_width : int Width of encoded data. Returns ------- encoded_shape : tuple(int) Gives back 2-tuple with decoded ...	[ "def", "calc_im_size", "(", "img_height", ",", "img_width", ")", ":", "height", ",", "width", "=", "img_height", ",", "img_width", "for", "_", "in", "range", "(", "5", ")", ":", "height", ",", "width", "=", "_get_deconv_outsize", "(", "(", "height", ",",...	25.238095	20.190476
def company_path(cls, project, company): """Return a fully-qualified company string.""" return google.api_core.path_template.expand( "projects/{project}/companies/{company}", project=project, company=company )	[ "def", "company_path", "(", "cls", ",", "project", ",", "company", ")", ":", "return", "google", ".", "api_core", ".", "path_template", ".", "expand", "(", "\"projects/{project}/companies/{company}\"", ",", "project", "=", "project", ",", "company", "=", "compan...	48.2	17.8
def ok_cred_def_id(token: str, issuer_did: str = None) -> bool: """ Whether input token looks like a valid credential definition identifier from input issuer DID (default any); i.e., <issuer-did>:3:CL:<schema-seq-no>:<cred-def-id-tag> for protocol >= 1.4, or <issuer-did>:3:CL:<schema-seq-no> for protoco...	[ "def", "ok_cred_def_id", "(", "token", ":", "str", ",", "issuer_did", ":", "str", "=", "None", ")", "->", "bool", ":", "cd_id_m", "=", "re", ".", "match", "(", "'([{}]{{21,22}}):3:CL:[1-9][0-9]*(:.+)?$'", ".", "format", "(", "B58", ")", ",", "token", "or",...	52.076923	30.384615
def drop_edges(self) -> None: """Drop all edges in the database.""" t = time.time() self.session.query(Edge).delete() self.session.commit() log.info('dropped all edges in %.2f seconds', time.time() - t)	[ "def", "drop_edges", "(", "self", ")", "->", "None", ":", "t", "=", "time", ".", "time", "(", ")", "self", ".", "session", ".", "query", "(", "Edge", ")", ".", "delete", "(", ")", "self", ".", "session", ".", "commit", "(", ")", "log", ".", "in...	29.625	18.75
def exec_command(self, cmdstr): """ Execute an x3270 command `cmdstr` gets sent directly to the x3270 subprocess on it's stdin. """ if self.is_terminated: raise TerminatedError("this TerminalClient instance has been terminated") log.debug("sending co...	[ "def", "exec_command", "(", "self", ",", "cmdstr", ")", ":", "if", "self", ".", "is_terminated", ":", "raise", "TerminatedError", "(", "\"this TerminalClient instance has been terminated\"", ")", "log", ".", "debug", "(", "\"sending command: %s\"", ",", "cmdstr", ")...	31.555556	17.777778
def _rpt_unused_sections(self, prt): """Report unused sections.""" sections_unused = set(self.sections_seen).difference(self.section2goids.keys()) for sec in sections_unused: prt.write(" UNUSED SECTION: {SEC}\n".format(SEC=sec))	[ "def", "_rpt_unused_sections", "(", "self", ",", "prt", ")", ":", "sections_unused", "=", "set", "(", "self", ".", "sections_seen", ")", ".", "difference", "(", "self", ".", "section2goids", ".", "keys", "(", ")", ")", "for", "sec", "in", "sections_unused"...	52.2	16.4
def _filter_update_security_group_rule(rule): '''Only two fields are allowed for modification: external_service and external_service_id ''' allowed = ['external_service', 'external_service_id'] filtered = {} for k, val in rule.iteritems(): if k in allowed: if isinstance(...	[ "def", "_filter_update_security_group_rule", "(", "rule", ")", ":", "allowed", "=", "[", "'external_service'", ",", "'external_service_id'", "]", "filtered", "=", "{", "}", "for", "k", ",", "val", "in", "rule", ".", "iteritems", "(", ")", ":", "if", "k", "...	33.384615	15.692308
def _issubclass_Union(subclass, superclass, bound_Generic, bound_typevars, bound_typevars_readonly, follow_fwd_refs, _recursion_check): """Helper for _issubclass, a.k.a pytypes.issubtype. """ if not follow_fwd_refs: return _issubclass_Union_rec(subclass, superclass, bound_Generic, bound_...	[ "def", "_issubclass_Union", "(", "subclass", ",", "superclass", ",", "bound_Generic", ",", "bound_typevars", ",", "bound_typevars_readonly", ",", "follow_fwd_refs", ",", "_recursion_check", ")", ":", "if", "not", "follow_fwd_refs", ":", "return", "_issubclass_Union_rec"...	59.714286	28.142857
def prefetchDeclarativeIds(self, Declarative, count) -> Deferred: """ Get PG Sequence Generator A PostGreSQL sequence generator returns a chunk of IDs for the given declarative. :return: A generator that will provide the IDs :rtype: an iterator, yielding the numbers to assign ...	[ "def", "prefetchDeclarativeIds", "(", "self", ",", "Declarative", ",", "count", ")", "->", "Deferred", ":", "return", "self", ".", "_dbConn", ".", "prefetchDeclarativeIds", "(", "Declarative", "=", "Declarative", ",", "count", "=", "count", ")" ]	37.272727	25.636364
def basescript(line): ''' >>> import pprint >>> input_line = '{"level": "warning", "timestamp": "2018-02-07T06:37:00.297610Z", "event": "exited via keyboard interrupt", "type": "log", "id": "20180207T063700_4d03fe800bd111e89ecb96000007bc65", "_": {"ln": 58, "file": "/usr/local/lib/python2.7/dist-packages/ba...	[ "def", "basescript", "(", "line", ")", ":", "log", "=", "json", ".", "loads", "(", "line", ")", "return", "dict", "(", "timestamp", "=", "log", "[", "'timestamp'", "]", ",", "data", "=", "log", ",", "id", "=", "log", "[", "'id'", "]", ",", "type"...	42.375	28.125
def make_session(config=None, num_cpu=None, make_default=False, graph=None): """Returns a session that will use <num_cpu> CPU's only""" if num_cpu is None: num_cpu = int(os.getenv('RCALL_NUM_CPU', multiprocessing.cpu_count())) if config is None: config = tf.ConfigProto( allow_sof...	[ "def", "make_session", "(", "config", "=", "None", ",", "num_cpu", "=", "None", ",", "make_default", "=", "False", ",", "graph", "=", "None", ")", ":", "if", "num_cpu", "is", "None", ":", "num_cpu", "=", "int", "(", "os", ".", "getenv", "(", "'RCALL_...	41.4	18.066667
def stat(path, hours, offset=None): """ Has the metric file at ``path`` been modified since ``hours`` ago? .. note:: ``offset`` is only for compatibility with ``data()`` and is ignored. """ return os.stat(path).st_mtime < (time.time() - _to_sec(hours))	[ "def", "stat", "(", "path", ",", "hours", ",", "offset", "=", "None", ")", ":", "return", "os", ".", "stat", "(", "path", ")", ".", "st_mtime", "<", "(", "time", ".", "time", "(", ")", "-", "_to_sec", "(", "hours", ")", ")" ]	34.25	20.5
def synchronize(self, pid, vendorSpecific=None): """See Also: synchronizeResponse() Args: pid: vendorSpecific: Returns: """ response = self.synchronizeResponse(pid, vendorSpecific) return self._read_boolean_response(response)	[ "def", "synchronize", "(", "self", ",", "pid", ",", "vendorSpecific", "=", "None", ")", ":", "response", "=", "self", ".", "synchronizeResponse", "(", "pid", ",", "vendorSpecific", ")", "return", "self", ".", "_read_boolean_response", "(", "response", ")" ]	32.5	18.5
def _parse(self, raw, next_cls): ''' Parse a raw bytes object and construct the list of packet header objects (and possible remaining bytes) that are part of this packet. ''' if next_cls is None: from switchyard.lib.packet import Ethernet next_cls = Ethern...	[ "def", "_parse", "(", "self", ",", "raw", ",", "next_cls", ")", ":", "if", "next_cls", "is", "None", ":", "from", "switchyard", ".", "lib", ".", "packet", "import", "Ethernet", "next_cls", "=", "Ethernet", "self", ".", "_headers", "=", "[", "]", "while...	37.473684	17.789474
def metadata_and_language_from_option_line(self, line): """Parse code options on the given line. When a start of a code cell is found, self.metadata is set to a dictionary.""" if self.start_code_re.match(line): self.language, self.metadata = self.options_to_metadata(line[line.find('%...	[ "def", "metadata_and_language_from_option_line", "(", "self", ",", "line", ")", ":", "if", "self", ".", "start_code_re", ".", "match", "(", "line", ")", ":", "self", ".", "language", ",", "self", ".", "metadata", "=", "self", ".", "options_to_metadata", "(",...	58.857143	14
def add_insertions(self, skip=10, window=1, test=False): '''Adds a random base within window bases around every skip bases. e.g. skip=10, window=1 means a random base added somwhere in theintervals [9,11], [19,21] ... ''' assert 2 * window < skip new_seq = list(self.seq) for i in range(l...	[ "def", "add_insertions", "(", "self", ",", "skip", "=", "10", ",", "window", "=", "1", ",", "test", "=", "False", ")", ":", "assert", "2", "*", "window", "<", "skip", "new_seq", "=", "list", "(", "self", ".", "seq", ")", "for", "i", "in", "range"...	48.083333	24.416667
def properties_operator(cls, name): """Wraps a container operator to ensure container class is maintained""" def wrapper(self, args, kwargs): """Perform operation and cast to container class""" output = getattr(super(cls, self), name)(args, **kwargs) return cls(output) wrapped ...	[ "def", "properties_operator", "(", "cls", ",", "name", ")", ":", "def", "wrapper", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "\"\"\"Perform operation and cast to container class\"\"\"", "output", "=", "getattr", "(", "super", "(", "cls"...	35.5	13.25
def bulk_attachments(self, article, attachments): """ This function implements associating attachments to an article after article creation (for unassociated attachments). :param article: Article id or :class:`Article` object :param attachments: :class:`ArticleAttachment` object...	[ "def", "bulk_attachments", "(", "self", ",", "article", ",", "attachments", ")", ":", "return", "HelpdeskAttachmentRequest", "(", "self", ")", ".", "post", "(", "self", ".", "endpoint", ".", "bulk_attachments", ",", "article", "=", "article", ",", "attachments...	56.461538	31.692308
def plugins(cls, enabled=True): """ Returns the plugins for the given class. :param enabled \| <bool> \|\| None :return [<Plugin>, ..] """ cls.loadPlugins() plugs = getattr(cls, '_%s__plugins' % cls.__name__, {}).values() if enabled...	[ "def", "plugins", "(", "cls", ",", "enabled", "=", "True", ")", ":", "cls", ".", "loadPlugins", "(", ")", "plugs", "=", "getattr", "(", "cls", ",", "'_%s__plugins'", "%", "cls", ".", "__name__", ",", "{", "}", ")", ".", "values", "(", ")", "if", ...	29.071429	16.5
def check_args(self): """ Validates that a valid number of arguments were received and that all arguments were recognised. :return: True or False. """ parser = get_base_arguments(get_parser()) parser = get_tc_arguments(parser) # Disable "Do not use len(SE...	[ "def", "check_args", "(", "self", ")", ":", "parser", "=", "get_base_arguments", "(", "get_parser", "(", ")", ")", "parser", "=", "get_tc_arguments", "(", "parser", ")", "# Disable \"Do not use len(SEQ) as condition value\"", "# pylint: disable=C1801", "if", "len", "(...	40.727273	19.727273
def to_internal(self, attribute_profile, external_dict): """ Converts the external data from "type" to internal :type attribute_profile: str :type external_dict: dict[str, str] :rtype: dict[str, str] :param attribute_profile: From which external type to convert (ex: oid...	[ "def", "to_internal", "(", "self", ",", "attribute_profile", ",", "external_dict", ")", ":", "internal_dict", "=", "{", "}", "for", "internal_attribute_name", ",", "mapping", "in", "self", ".", "from_internal_attributes", ".", "items", "(", ")", ":", "if", "at...	52.454545	31.121212
def get_minimum_needs(self): """Get the minimum needed information about the minimum needs. That is the resource and the amount. :returns: minimum needs :rtype: OrderedDict """ minimum_needs = OrderedDict() for resource in self.minimum_needs['resources']: ...	[ "def", "get_minimum_needs", "(", "self", ")", ":", "minimum_needs", "=", "OrderedDict", "(", ")", "for", "resource", "in", "self", ".", "minimum_needs", "[", "'resources'", "]", ":", "if", "resource", "[", "'Unit abbreviation'", "]", ":", "name", "=", "'%s [...	34.55	11.2
def _get_step_inputs(step, file_vs, std_vs, parallel_ids, wf=None): """Retrieve inputs for a step from existing variables. Potentially nests inputs to deal with merging split variables. If we split previously and are merging now, then we only nest those coming from the split process. """ inputs...	[ "def", "_get_step_inputs", "(", "step", ",", "file_vs", ",", "std_vs", ",", "parallel_ids", ",", "wf", "=", "None", ")", ":", "inputs", "=", "[", "]", "skip_inputs", "=", "set", "(", "[", "]", ")", "for", "orig_input", "in", "[", "_get_variable", "(", ...	48.666667	19.361111
def list_all_stripe_gateways(cls, **kwargs): """List StripeGateways Return a list of StripeGateways This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.list_all_stripe_gateways(async=True) ...	[ "def", "list_all_stripe_gateways", "(", "cls", ",", "", "", "kwargs", ")", ":", "kwargs", "[", "'_return_http_data_only'", "]", "=", "True", "if", "kwargs", ".", "get", "(", "'async'", ")", ":", "return", "cls", ".", "_list_all_stripe_gateways_with_http_info",...	38.173913	15.086957
def _matcher(self, other): """ CGRContainer < CGRContainer """ if isinstance(other, CGRContainer): return GraphMatcher(other, self, lambda x, y: x == y, lambda x, y: x == y) raise TypeError('only cgr-cgr possible')	[ "def", "_matcher", "(", "self", ",", "other", ")", ":", "if", "isinstance", "(", "other", ",", "CGRContainer", ")", ":", "return", "GraphMatcher", "(", "other", ",", "self", ",", "lambda", "x", ",", "y", ":", "x", "==", "y", ",", "lambda", "x", ","...	37.142857	10.857143
def update_bin(self, bin_form): """Updates an existing bin. arg: bin_form (osid.resource.BinForm): the form containing the elements to be updated raise: IllegalState - ``bin_form`` already used in an update transaction raise: InvalidArgument - the fo...	[ "def", "update_bin", "(", "self", ",", "bin_form", ")", ":", "# Implemented from template for", "# osid.resource.BinAdminSession.update_bin_template", "if", "self", ".", "_catalog_session", "is", "not", "None", ":", "return", "self", ".", "_catalog_session", ".", "updat...	52.575	25.025
def download(directory, master_token=None, member=None, access_token=None, source=None, project_data=False, max_size='128m', verbose=False, debug=False, memberlist=None, excludelist=None, id_filename=False): """ Download data from project members to the target directory. ...	[ "def", "download", "(", "directory", ",", "master_token", "=", "None", ",", "member", "=", "None", ",", "access_token", "=", "None", ",", "source", "=", "None", ",", "project_data", "=", "False", ",", "max_size", "=", "'128m'", ",", "verbose", "=", "Fals...	49.853933	22.550562
def make_parallel_helper(parallel_arg, *kwargs): """Return a :class:`ParallelHelper` object that can be used for easy parallelization of computations. parallel_arg* is an object that lets the caller easily specify the kind of parallelization they are interested in. Allowed values are: False ...	[ "def", "make_parallel_helper", "(", "parallel_arg", ",", "", "", "kwargs", ")", ":", "if", "parallel_arg", "is", "True", ":", "# note: (True == 1) is True", "return", "MultiprocessingPoolHelper", "(", "", "", "kwargs", ")", "if", "parallel_arg", "is", "False",...	37.69863	22.835616
def array_to_hdf5(a, parent, name, **kwargs): """Write a Numpy array to an HDF5 dataset. Parameters ---------- a : ndarray Data to write. parent : string or h5py group Parent HDF5 file or group. If a string, will be treated as HDF5 file name. name : string Name o...	[ "def", "array_to_hdf5", "(", "a", ",", "parent", ",", "name", ",", "", "", "kwargs", ")", ":", "import", "h5py", "h5f", "=", "None", "if", "isinstance", "(", "parent", ",", "str", ")", ":", "h5f", "=", "h5py", ".", "File", "(", "parent", ",", "...	22.682927	22.853659
def _column_resized(self, col, old_width, new_width): """Update the column width.""" self.dataTable.setColumnWidth(col, new_width) self._update_layout()	[ "def", "_column_resized", "(", "self", ",", "col", ",", "old_width", ",", "new_width", ")", ":", "self", ".", "dataTable", ".", "setColumnWidth", "(", "col", ",", "new_width", ")", "self", ".", "_update_layout", "(", ")" ]	44	9.75
def read_dictionary_file(dictionary_path): """Return all words in dictionary file as set.""" try: return _user_dictionary_cache[dictionary_path] except KeyError: if dictionary_path and os.path.exists(dictionary_path): with open(dictionary_path, "rt") as dict_f: wo...	[ "def", "read_dictionary_file", "(", "dictionary_path", ")", ":", "try", ":", "return", "_user_dictionary_cache", "[", "dictionary_path", "]", "except", "KeyError", ":", "if", "dictionary_path", "and", "os", ".", "path", ".", "exists", "(", "dictionary_path", ")", ...	39.833333	19.416667
def _find_project_config_file(user_config_file): """Find path to project-wide config file Search from current working directory, and traverse path up to directory with .versionner.rc file or root directory :param user_config_file: instance with user-wide config path :type: pathlib.Path :rtype: ...	[ "def", "_find_project_config_file", "(", "user_config_file", ")", ":", "proj_cfg_dir", "=", "pathlib", ".", "Path", "(", "'.'", ")", ".", "absolute", "(", ")", "proj_cfg_file", "=", "None", "root", "=", "pathlib", ".", "Path", "(", "'/'", ")", "while", "pr...	33.826087	16.217391
def realpath(self, spec, key): """ Resolve and update the path key in the spec with its realpath, based on the working directory. """ if key not in spec: # do nothing for now return if not spec[key]: logger.warning( "c...	[ "def", "realpath", "(", "self", ",", "spec", ",", "key", ")", ":", "if", "key", "not", "in", "spec", ":", "# do nothing for now", "return", "if", "not", "spec", "[", "key", "]", ":", "logger", ".", "warning", "(", "\"cannot resolve realpath of '%s' as it is ...	28.956522	19.217391
def net_transform(transform_func, block=None, **kwargs): """ Maps nets to new sets of nets according to a custom function :param transform_func: Function signature: func(orig_net (logicnet)) -> keep_orig_net (bool) :return: """ block = working_block(block) with set_working_block(blo...	[ "def", "net_transform", "(", "transform_func", ",", "block", "=", "None", ",", "", "", "kwargs", ")", ":", "block", "=", "working_block", "(", "block", ")", "with", "set_working_block", "(", "block", ",", "True", ")", ":", "for", "net", "in", "block", ...	34.857143	13.857143
def separate_reach_logs(log_str): """Get the list of reach logs from the overall logs.""" log_lines = log_str.splitlines() reach_logs = [] reach_lines = [] adding_reach_lines = False for l in log_lines[:]: if not adding_reach_lines and 'Beginning reach' in l: adding_reach_lin...	[ "def", "separate_reach_logs", "(", "log_str", ")", ":", "log_lines", "=", "log_str", ".", "splitlines", "(", ")", "reach_logs", "=", "[", "]", "reach_lines", "=", "[", "]", "adding_reach_lines", "=", "False", "for", "l", "in", "log_lines", "[", ":", "]", ...	40.157895	12.210526
def database_caller_creator(self, number_of_rows, username, password, host, port, name=None, custom=None): '''creates a postgresql db returns the related connection object which will be later used to spawn the cursor ''' cursor = None conn = None if name: ...	[ "def", "database_caller_creator", "(", "self", ",", "number_of_rows", ",", "username", ",", "password", ",", "host", ",", "port", ",", "name", "=", "None", ",", "custom", "=", "None", ")", ":", "cursor", "=", "None", "conn", "=", "None", "if", "name", ...	36	21.621622
def get_last_response_xml(self, pretty_print_if_possible=False): """ Retrieves the raw XML (decrypted) of the last SAML response, or the last Logout Response generated or processed :returns: SAML response XML :rtype: string\|None """ response = None if sel...	[ "def", "get_last_response_xml", "(", "self", ",", "pretty_print_if_possible", "=", "False", ")", ":", "response", "=", "None", "if", "self", ".", "__last_response", "is", "not", "None", ":", "if", "isinstance", "(", "self", ".", "__last_response", ",", "basest...	38.933333	18.133333
def close(self, autocommit=True): """Close the consumer, waiting indefinitely for any needed cleanup. Keyword Arguments: autocommit (bool): If auto-commit is configured for this consumer, this optional flag causes the consumer to attempt to commit any pending...	[ "def", "close", "(", "self", ",", "autocommit", "=", "True", ")", ":", "if", "self", ".", "_closed", ":", "return", "log", ".", "debug", "(", "\"Closing the KafkaConsumer.\"", ")", "self", ".", "_closed", "=", "True", "self", ".", "_coordinator", ".", "c...	36.208333	17.541667
def anncluster(c, clus_obj, db, type_ann, feature_id="name"): """intersect transcription position with annotation files""" id_sa, id_ea, id_id, id_idl, id_sta = 1, 2, 3, 4, 5 if type_ann == "bed": id_sb = 7 id_eb = 8 id_stb = 11 id_tag = 9 ida = 0 clus_id = clus_obj.c...	[ "def", "anncluster", "(", "c", ",", "clus_obj", ",", "db", ",", "type_ann", ",", "feature_id", "=", "\"name\"", ")", ":", "id_sa", ",", "id_ea", ",", "id_id", ",", "id_idl", ",", "id_sta", "=", "1", ",", "2", ",", "3", ",", "4", ",", "5", "if", ...	35.302326	13.813953
def render(dson_input, saltenv='base', sls='', **kwargs): ''' Accepts DSON data as a string or as a file object and runs it through the JSON parser. :rtype: A Python data structure ''' if not isinstance(dson_input, six.string_types): dson_input = dson_input.read() log.debug('DSON i...	[ "def", "render", "(", "dson_input", ",", "saltenv", "=", "'base'", ",", "sls", "=", "''", ",", "", "", "kwargs", ")", ":", "if", "not", "isinstance", "(", "dson_input", ",", "six", ".", "string_types", ")", ":", "dson_input", "=", "dson_input", ".", ...	29.941176	20.764706
def _initialize_progressbar(self): """ Initialize the progressbar. :return: None """ self._progressbar = progressbar.ProgressBar(widgets=Analysis._PROGRESS_WIDGETS, maxval=10000 * 100).start()	[ "def", "_initialize_progressbar", "(", "self", ")", ":", "self", ".", "_progressbar", "=", "progressbar", ".", "ProgressBar", "(", "widgets", "=", "Analysis", ".", "_PROGRESS_WIDGETS", ",", "maxval", "=", "10000", "*", "100", ")", ".", "start", "(", ")" ]	32.428571	20.714286
def extract_alphabet(alphabet, inputdata, fixed_start = False): """ Receives a sequence and an alphabet, returns a list of PositionTokens with all of the parts of the sequence that are a subset of the alphabet """ if not inputdata: return [] base_alphabet = alphabet.alphabet l...	[ "def", "extract_alphabet", "(", "alphabet", ",", "inputdata", ",", "fixed_start", "=", "False", ")", ":", "if", "not", "inputdata", ":", "return", "[", "]", "base_alphabet", "=", "alphabet", ".", "alphabet", "lexer", "=", "lexer_factory", "(", "alphabet", ",...	32.354839	17.387097
def get_options(option_type, from_options): """Extract options for specified option type from all options :param option_type: the object of specified type of options :param from_options: all options dictionary :return: the dictionary of options for specified type, each option can be filled by value fro...	[ "def", "get_options", "(", "option_type", ",", "from_options", ")", ":", "_options", "=", "dict", "(", ")", "for", "key", "in", "option_type", ".", "keys", ":", "key_with_prefix", "=", "f'{option_type.prefix}{key}'", "if", "key", "not", "in", "from_options", "...	41.55	23.15
def count_single_dots(self): """Count all strokes of this recording that have only a single dot. """ pointlist = self.get_pointlist() single_dots = 0 for stroke in pointlist: if len(stroke) == 1: single_dots += 1 return single_dots	[ "def", "count_single_dots", "(", "self", ")", ":", "pointlist", "=", "self", ".", "get_pointlist", "(", ")", "single_dots", "=", "0", "for", "stroke", "in", "pointlist", ":", "if", "len", "(", "stroke", ")", "==", "1", ":", "single_dots", "+=", "1", "r...	33.222222	7.444444
def Tethering_bind(self, port): """ Function path: Tethering.bind Domain: Tethering Method name: bind Parameters: Required arguments: 'port' (type: integer) -> Port number to bind. No return value. Description: Request browser port binding. """ assert isinstance(port, (int,) ...	[ "def", "Tethering_bind", "(", "self", ",", "port", ")", ":", "assert", "isinstance", "(", "port", ",", "(", "int", ",", ")", ")", ",", "\"Argument 'port' must be of type '['int']'. Received type: '%s'\"", "%", "type", "(", "port", ")", "subdom_funcs", "=", "self...	26.833333	18.944444
def validate_args(args): ''' Apply custom validation and actions based on parsed arguments. Parameters ---------- args : argparse.Namespace Result from ``parse_args`` method of ``argparse.ArgumentParser`` instance. Returns ------- argparse.Namespace Reference to...	[ "def", "validate_args", "(", "args", ")", ":", "logging", ".", "basicConfig", "(", "level", "=", "getattr", "(", "logging", ",", "args", ".", "log_level", ".", "upper", "(", ")", ")", ")", "if", "getattr", "(", "args", ",", "'command'", ",", "None", ...	40.769231	23.435897
def _erase_display(self, value): """ Erases display. """ if value == 0: # delete end of line self._cursor.movePosition(self._cursor.End, self._cursor.KeepAnchor) elif value == 1: # delete start of line self._cursor.movePosition(self...	[ "def", "_erase_display", "(", "self", ",", "value", ")", ":", "if", "value", "==", "0", ":", "# delete end of line", "self", ".", "_cursor", ".", "movePosition", "(", "self", ".", "_cursor", ".", "End", ",", "self", ".", "_cursor", ".", "KeepAnchor", ")"...	39.25	16.5
def last_event(self): """ The mouse event immediately prior to this one. This property is None when no mouse buttons are pressed. """ if self.mouse_event.last_event is None: return None ev = self.copy() ev.mouse_event = self.mouse_event.last_event retu...	[ "def", "last_event", "(", "self", ")", ":", "if", "self", ".", "mouse_event", ".", "last_event", "is", "None", ":", "return", "None", "ev", "=", "self", ".", "copy", "(", ")", "ev", ".", "mouse_event", "=", "self", ".", "mouse_event", ".", "last_event"...	35.222222	12.555556
def value_to_jam(value, methods=False): """Makes a token to refer to a Python value inside Jam language code. The token is merely a string that can be passed around in Jam code and eventually passed back. For example, we might want to pass PropertySet instance to a tag function and it might eventually ...	[ "def", "value_to_jam", "(", "value", ",", "methods", "=", "False", ")", ":", "global", "__value_id", "r", "=", "__python_to_jam", ".", "get", "(", "value", ",", "None", ")", "if", "r", ":", "return", "r", "exported_name", "=", "'###_'", "+", "str", "("...	35.882353	22.941176
def gfstep(time): """ Return the time step set by the most recent call to :func:`gfsstp`. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/gfstep_c.html :param time: Ignored ET value. :type time: float :return: Time step to take. :rtype: float """ time = ctypes.c_double(time...	[ "def", "gfstep", "(", "time", ")", ":", "time", "=", "ctypes", ".", "c_double", "(", "time", ")", "step", "=", "ctypes", ".", "c_double", "(", ")", "libspice", ".", "gfstep_c", "(", "time", ",", "ctypes", ".", "byref", "(", "step", ")", ")", "retur...	27.066667	18
def recommendations(self, **kwargs): """ Get a list of recommended movies for a movie. Args: language: (optional) ISO 639-1 code. page: (optional) Minimum value of 1. Expected value is an integer. Returns: A dict representation of the JSON returned ...	[ "def", "recommendations", "(", "self", ",", "", "", "kwargs", ")", ":", "path", "=", "self", ".", "_get_id_path", "(", "'recommendations'", ")", "response", "=", "self", ".", "_GET", "(", "path", ",", "kwargs", ")", "self", ".", "_set_attrs_to_values", ...	30.875	18.5
def is_standalone(text, start, end): """check if the string text[start:end] is standalone by checking forwards and backwards for blankspaces :text: TODO :(start, end): TODO :returns: the start of next index after text[start:end] """ left = False start -= 1 while start >= 0 and text[...	[ "def", "is_standalone", "(", "text", ",", "start", ",", "end", ")", ":", "left", "=", "False", "start", "-=", "1", "while", "start", ">=", "0", "and", "text", "[", "start", "]", "in", "spaces_not_newline", ":", "start", "-=", "1", "if", "start", "<",...	28.555556	18.222222
def _bracket_complete_sig(self, symbol, fullsymbol): """Returns the call signature and docstring for the executable immediately preceding a bracket '(' that was typed.""" if symbol != fullsymbol: #We have a sym%sym%... chain and the completion just needs to #be the signat...	[ "def", "_bracket_complete_sig", "(", "self", ",", "symbol", ",", "fullsymbol", ")", ":", "if", "symbol", "!=", "fullsymbol", ":", "#We have a sym%sym%... chain and the completion just needs to", "#be the signature of the member method.", "target", ",", "targmod", "=", "self...	49.966667	16.7
def GetNotificationShard(self, queue): """Gets a single shard for a given queue.""" queue_name = str(queue) QueueManager.notification_shard_counters.setdefault(queue_name, 0) QueueManager.notification_shard_counters[queue_name] += 1 notification_shard_index = ( QueueManager.notification_shar...	[ "def", "GetNotificationShard", "(", "self", ",", "queue", ")", ":", "queue_name", "=", "str", "(", "queue", ")", "QueueManager", ".", "notification_shard_counters", ".", "setdefault", "(", "queue_name", ",", "0", ")", "QueueManager", ".", "notification_shard_count...	40.916667	14.083333
def get_embedded_tweet(tweet): """ Get the retweeted Tweet OR the quoted Tweet and return it as a dictionary Args: tweet (Tweet): A Tweet object (not simply a dict) Returns: dict (or None, if the Tweet is neither a quote tweet or a Retweet): a dictionary representing the quote ...	[ "def", "get_embedded_tweet", "(", "tweet", ")", ":", "if", "tweet", ".", "retweeted_tweet", "is", "not", "None", ":", "return", "tweet", ".", "retweeted_tweet", "elif", "tweet", ".", "quoted_tweet", "is", "not", "None", ":", "return", "tweet", ".", "quoted_t...	30.352941	19.176471
def _CreatePerformanceTarget(client, campaign_group_id): """Creates a performance target for the campaign group. Args: client: an AdWordsClient instance. campaign_group_id: an integer ID for the campaign group. """ # Get the CampaignGroupPerformanceTargetService. cgpt_service = client.GetService('Cam...	[ "def", "_CreatePerformanceTarget", "(", "client", ",", "campaign_group_id", ")", ":", "# Get the CampaignGroupPerformanceTargetService.", "cgpt_service", "=", "client", ".", "GetService", "(", "'CampaignGroupPerformanceTargetService'", ",", "version", "=", "'v201809'", ")", ...	37.418605	18.674419
def valuePasses(self, value): '''Returns whether this value passes this filter''' return self._conditional_cmp[self.op](value, self.value)	[ "def", "valuePasses", "(", "self", ",", "value", ")", ":", "return", "self", ".", "_conditional_cmp", "[", "self", ".", "op", "]", "(", "value", ",", "self", ".", "value", ")" ]	48	15.333333
def update_phase(self, environment, data, prediction, user, item, correct, time, answer_id, **kwargs): """ After the prediction update the environment and persist some information for the predictive model. Args: environment (proso.models.environment.Environment): ...	[ "def", "update_phase", "(", "self", ",", "environment", ",", "data", ",", "prediction", ",", "user", ",", "item", ",", "correct", ",", "time", ",", "answer_id", ",", "", "", "kwargs", ")", ":", "pass" ]	37.944444	18.5
def find_link(self, args, *kwargs): """Find and return a link, as a bs4.element.Tag object. The search can be refined by specifying any argument that is accepted by :func:`links`. If several links match, return the first one found. If no link is found, raise :class:`LinkNotFoundError...	[ "def", "find_link", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "links", "=", "self", ".", "links", "(", "", "args", ",", "", "", "kwargs", ")", "if", "len", "(", "links", ")", "==", "0", ":", "raise", "LinkNotFoundError"...	36.461538	18.307692
def _InitApiApprovalFromAff4Object(api_approval, approval_obj): """Initializes Api(Client\|Hunt\|CronJob)Approval from an AFF4 object.""" api_approval.id = approval_obj.urn.Basename() api_approval.reason = approval_obj.Get(approval_obj.Schema.REASON) api_approval.requestor = approval_obj.Get(approval_obj.Schema....	[ "def", "_InitApiApprovalFromAff4Object", "(", "api_approval", ",", "approval_obj", ")", ":", "api_approval", ".", "id", "=", "approval_obj", ".", "urn", ".", "Basename", "(", ")", "api_approval", ".", "reason", "=", "approval_obj", ".", "Get", "(", "approval_obj...	39.264706	21.117647
def in1d_sorted(ar1, ar2): """ Does the same than np.in1d but uses the fact that ar1 and ar2 are sorted. Is therefore much faster. """ if ar1.shape[0] == 0 or ar2.shape[0] == 0: # check for empty arrays to avoid crash return [] inds = ar2.searchsorted(ar1) inds[inds == len(ar2)] = 0 ...	[ "def", "in1d_sorted", "(", "ar1", ",", "ar2", ")", ":", "if", "ar1", ".", "shape", "[", "0", "]", "==", "0", "or", "ar2", ".", "shape", "[", "0", "]", "==", "0", ":", "# check for empty arrays to avoid crash", "return", "[", "]", "inds", "=", "ar2", ...	33.6	21.8
def get_node(manager, handle_id, legacy=True): """ :param manager: Manager to handle sessions and transactions :param handle_id: Unique id :param legacy: Backwards compatibility :type manager: norduniclient.contextmanager.Neo4jDBSessionManager :type handle_id: str\|unicode :type legacy: Bool...	[ "def", "get_node", "(", "manager", ",", "handle_id", ",", "legacy", "=", "True", ")", ":", "q", "=", "'MATCH (n:Node { handle_id: {handle_id} }) RETURN n'", "with", "manager", ".", "session", "as", "s", ":", "result", "=", "s", ".", "run", "(", "q", ",", "...	32.190476	15.904762
def deserialize_single_input_output(self, transformer, node_path, attributes_map=None): """ :attributes_map: Map of attributes names. For example StandardScaler has `mean_` but is serialized as `mean` :param transformer: Scikit or Pandas transformer :param node: bundle.ml node json file ...	[ "def", "deserialize_single_input_output", "(", "self", ",", "transformer", ",", "node_path", ",", "attributes_map", "=", "None", ")", ":", "# Load the model file", "with", "open", "(", "\"{}/model.json\"", ".", "format", "(", "node_path", ")", ")", "as", "json_dat...	46.575758	25.181818
def convert(self, pedalboard_path, system_effect=None): """ :param Path pedalboard_path: Path that the pedalboard has been persisted. Generally is in format `path/to/pedalboard/name.pedalboard` :param SystemEffect system_effect: Effect that contains the audio...	[ "def", "convert", "(", "self", ",", "pedalboard_path", ",", "system_effect", "=", "None", ")", ":", "info", "=", "self", ".", "get_pedalboard_info", "(", "pedalboard_path", ")", "if", "system_effect", "is", "None", ":", "system_effect", "=", "self", ".", "di...	40.028571	24.314286
def scale_cb(self, setting, value): """Handle callback related to image scaling.""" zoomlevel = self.zoom.calc_level(value) self.t_.set(zoomlevel=zoomlevel) self.redraw(whence=0)	[ "def", "scale_cb", "(", "self", ",", "setting", ",", "value", ")", ":", "zoomlevel", "=", "self", ".", "zoom", ".", "calc_level", "(", "value", ")", "self", ".", "t_", ".", "set", "(", "zoomlevel", "=", "zoomlevel", ")", "self", ".", "redraw", "(", ...	34.333333	10.5
def add_redistribution(self, protocol, route_map_name=None): """Adds a protocol redistribution to OSPF Args: protocol (str): protocol to redistribute route_map_name (str): route-map to be used to filter the protocols Retu...	[ "def", "add_redistribution", "(", "self", ",", "protocol", ",", "route_map_name", "=", "None", ")", ":", "protocols", "=", "[", "'bgp'", ",", "'rip'", ",", "'static'", ",", "'connected'", "]", "if", "protocol", "not", "in", "protocols", ":", "raise", "Valu...	45.913043	19.043478
def make_headers(headers): """ Make the cache control headers based on a previous request's response headers """ out = {} if 'etag' in headers: out['if-none-match'] = headers['etag'] if 'last-modified' in headers: out['if-modified-since'] = headers['last-modified'] return out	[ "def", "make_headers", "(", "headers", ")", ":", "out", "=", "{", "}", "if", "'etag'", "in", "headers", ":", "out", "[", "'if-none-match'", "]", "=", "headers", "[", "'etag'", "]", "if", "'last-modified'", "in", "headers", ":", "out", "[", "'if-modified-...	31.1	13.4
def load_data(path_dir): '''Load data, directory parameters, and accelerometer parameter names Args ---- path_dir: str Path to the data directory Returns ------- data: pandas.DataFrame Experiment data params_tag: dict A dictionary of parameters parsed from the d...	[ "def", "load_data", "(", "path_dir", ")", ":", "import", "os", "import", "pylleo", "exp_name", "=", "os", ".", "path", ".", "split", "(", "path_dir", ")", "[", "1", "]", "params_tag", "=", "pylleo", ".", "utils", ".", "parse_experiment_params", "(", "exp...	31.588235	24.588235
def getworker(): ''' return settings dictionnary ''' if not Configuration.worker_initialized: Configuration._initconf() Configuration.worker_settings = Configuration.settings['worker'] Configuration.worker_initialized = True return Configuratio...	[ "def", "getworker", "(", ")", ":", "if", "not", "Configuration", ".", "worker_initialized", ":", "Configuration", ".", "_initconf", "(", ")", "Configuration", ".", "worker_settings", "=", "Configuration", ".", "settings", "[", "'worker'", "]", "Configuration", "...	36.555556	16.555556
def _reads_in_peaks(bam_file, peaks_file, sample): """Calculate number of reads in peaks""" if not peaks_file: return {} rip = number_of_mapped_reads(sample, bam_file, bed_file = peaks_file) return {"metrics": {"RiP": rip}}	[ "def", "_reads_in_peaks", "(", "bam_file", ",", "peaks_file", ",", "sample", ")", ":", "if", "not", "peaks_file", ":", "return", "{", "}", "rip", "=", "number_of_mapped_reads", "(", "sample", ",", "bam_file", ",", "bed_file", "=", "peaks_file", ")", "return"...	40.333333	14.666667
def _parse_doc(docs): """ Converts a well-formed docstring into documentation to be fed into argparse. See signature_parser for details. shorts: (-k for --keyword -k, or "from" for "frm/from") metavars: (FILE for --input=FILE) helps: (docs for --keyword: docs) ...	[ "def", "_parse_doc", "(", "docs", ")", ":", "name", "=", "\"(?:[a-zA-Z][a-zA-Z0-9-_])\"", "re_var", "=", "re", ".", "compile", "(", "r\"^ (%s)(?: /(%s))? :(.*)$\"", "%", "(", "name", ",", "name", ")", ")", "re_opt", "=", "re", ".", "compile", "(", "r\"^ ...	28.853659	18.609756
def run(self, debug=False, reload=None): """ Convenience method for running bots in getUpdates mode :param bool debug: Enable debug logging and automatic reloading :param bool reload: Automatically reload bot on code change :Example: >>> if __name__ == '__main__': ...	[ "def", "run", "(", "self", ",", "debug", "=", "False", ",", "reload", "=", "None", ")", ":", "loop", "=", "asyncio", ".", "get_event_loop", "(", ")", "logging", ".", "basicConfig", "(", "level", "=", "logging", ".", "DEBUG", "if", "debug", "else", "l...	26.285714	22.095238
def fetch_github_token(self): """ Fetch GitHub token. First try to use variable provided by --token option, otherwise try to fetch it from git config and last CHANGELOG_GITHUB_TOKEN env variable. :returns: Nothing """ if not self.options.token: try: ...	[ "def", "fetch_github_token", "(", "self", ")", ":", "if", "not", "self", ".", "options", ".", "token", ":", "try", ":", "for", "v", "in", "GH_CFG_VARS", ":", "cmd", "=", "[", "'git'", ",", "'config'", ",", "'--get'", ",", "'{0}'", ".", "format", "(",...	38.304348	17
def input_from_cons(constupl, datas): ' solve bytes in \|datas\| based on ' def make_chr(c): try: return chr(c) except Exception: return c newset = constraints_to_constraintset(constupl) ret = '' for data in datas: for c in data: ret += make...	[ "def", "input_from_cons", "(", "constupl", ",", "datas", ")", ":", "def", "make_chr", "(", "c", ")", ":", "try", ":", "return", "chr", "(", "c", ")", "except", "Exception", ":", "return", "c", "newset", "=", "constraints_to_constraintset", "(", "constupl",...	25.357143	18.5
def run(self, action): """ Runs through the phases defined by :attr:`action`. :param str action: Either ``deploy`` or ``inventory``. """ deployer = self.__class__.__name__ log.info('Running %s...' % deployer) try: if action == 'deploy': ...	[ "def", "run", "(", "self", ",", "action", ")", ":", "deployer", "=", "self", ".", "__class__", ".", "__name__", "log", ".", "info", "(", "'Running %s...'", "%", "deployer", ")", "try", ":", "if", "action", "==", "'deploy'", ":", "self", ".", "deploy", ...	28.388889	13.944444

def convert_cropping(builder, layer, input_names, output_names, keras_layer): """ Convert padding layer from keras to coreml. Keras only supports zero padding at this time. Parameters ---------- keras_layer: layer A keras layer object. builder: NeuralNetworkBuilder A neural ...

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def get_stp_mst_detail_output_cist_port_admin_edge(self, **kwargs): """Auto Generated Code """ config = ET.Element("config") get_stp_mst_detail = ET.Element("get_stp_mst_detail") config = get_stp_mst_detail output = ET.SubElement(get_stp_mst_detail, "output") cist...

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def has_output(state, text, incorrect_msg="The checker expected to find {{'' if fixed else 'the pattern '}}`{{text}}` in the output of your command.", fixed=False, strip_ansi=True): """Check whether student output contains specific text. Before you us...

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def removeRequest(self, service, *args): """ Removes a request from the pending request list. """ if isinstance(service, RequestWrapper): if self.logger: self.logger.debug('Removing request: %s', self.requests[self.requests.index(service)]...

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def write_to_png(self, target=None): """Writes the contents of surface as a PNG image. :param target: A filename, a binary mode file-like object with a :meth:`~file.write` method, or :obj:`None`. :returns: If :obj:`target` is :obj:`None`, ...

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def fetch(self, refund_id, data={}, **kwargs): """" Refund object for given paymnet Id Args: refund_id : Refund Id for which refund has to be retrieved Returns: Refund dict for given refund Id """ return super(Refund, self).fetch(refund_id, data,...

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def reorder_pinned_topics_courses(self, order, course_id): """ Reorder pinned topics. Puts the pinned discussion topics in the specified order. All pinned topics should be included. """ path = {} data = {} params = {} # REQUIRED - PATH...

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def saveSilent(self): """ Saves the record, but does not emit the saved signal. This method is useful when chaining together multiple saves. Check the saveSignalBlocked value to know if it was muted to know if any saves occurred. :return <bool> ...

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def _set_options(self, options): '''Private function for setting options used for sealing''' if not options: return self.options.copy() options = options.copy() if 'magic' in options: self.set_magic(options['magic']) del(options['magic']) if...

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def worklog(accountable): """ List all worklogs for a given issue key. """ worklog = accountable.issue_worklog() headers = ['author_name', 'comment', 'time_spent'] if worklog: rows = [[v for k, v in sorted(w.items()) if k in headers] for w in worklog] rows.insert(...

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def get_api_publisher(self, social_user): """ owner_id - VK user or group from_group - 1 by group, 0 by user message - text attachments - comma separated links or VK resources ID's and other https://vk.com/dev.php?method=wall.post """ ...

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def set_config_file(self, path): """ Set the config file. The contents must be valid YAML and there must be a top-level element 'tasks'. The listed tasks will be started according to their configuration, and the file will be watched for future changes. The changes will be acti...

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def naive(seqs, f=None, start=None, key=lambda x: x): """Naive cycle detector See help(cycle_detector) for more context. Args: sequence: A sequence to detect cyles in. f, start: Function and starting state for finite state machine Yields: Values yielded by sequence_a if it termi...

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def make_FULL_BSE_Densities_folder(self, folder): """ mkdir "FULL_BSE_Densities" folder (needed for bse run) in the desired folder """ if os.path.exists(folder + "/FULL_BSE_Densities"): return "FULL_BSE_Densities folder already exists" else: os.makedirs(f...

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def set_pid(): """ Explicitly ask the ipython kernel for its pid """ global pid lines = '\n'.join(['import os', '_pid = os.getpid()']) try: msg_id = send(lines, silent=True, user_variables=['_pid']) except TypeError: # change in IPython 3.0+ msg_id = send(lines, silent=True,...

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def select(self, column, agg=None, _as=None, distinct=False): """ What columnns to select in query. :column should be a column name or equation to produce column **not** aggregated :agg should be a valid aggregate method used to producte the figure :_as should be a string used to...

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48.692308

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def feature_enabled(self, feature_name): """ Indicates whether the specified feature is enabled for the CPC of this partition. The HMC must generally support features, and the specified feature must be available for the CPC. For a list of available features, see section...

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def rprop_core(params, gradients, rprop_increase=1.01, rprop_decrease=0.99, rprop_min_step=0, rprop_max_step=100, learning_rate=0.01): """ Rprop optimizer. See http://sci2s.ugr.es/keel/pdf/algorithm/articulo/2003-Neuro-Igel-IRprop+.pdf. """ for param, grad in zip(params, gradients): ...

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def get_padding_lengths(self) -> Dict[str, Dict[str, int]]: """ Gets the maximum padding lengths from all ``Instances`` in this batch. Each ``Instance`` has multiple ``Fields``, and each ``Field`` could have multiple things that need padding. We look at all fields in all instances, and ...

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def calculate_fee(self, input_values): ''' Tx, list(int) -> int ''' total_in = sum(input_values) total_out = sum([utils.le2i(tx_out.value) for tx_out in self.tx_outs]) for js in self.tx_joinsplits: total_in += utils.le2i(js.vpub_new) total_out += u...

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def hash_shooter(video_path): """Compute a hash using Shooter's algorithm :param string video_path: path of the video :return: the hash :rtype: string """ filesize = os.path.getsize(video_path) readsize = 4096 if os.path.getsize(video_path) < readsize * 2: return None offse...

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def eventFilter(self, watchedObject, event): """ Deletes an item from an editable combobox when the delete or backspace key is pressed in the list of items, or when ctrl-delete or ctrl-back space is pressed in the line-edit. When the combobox is not editable the filter does ...

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def unwrap(self, encrypted_data): """ Decrypts the data send by the server using the TLS channel negotiated between the client and the server. :param encrypted_data: the byte string of the encrypted data :return: a byte string of the decrypted data """ length = s...

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def _get_field_comment(field, separator=' - '): """ Create SQL comment from field's title and description :param field: tableschema-py Field, with optional 'title' and 'description' values :param separator: :return: >>> _get_field_comment(tableschema.Field({'title': 'my_title', 'description': ...

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def GetAttribute(self, name): """Provides the value of the attribute with the specified qualified name. """ ret = libxml2mod.xmlTextReaderGetAttribute(self._o, name) return ret

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41.4

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def calc_im_size(img_height, img_width): '''Calculates shape of data after decoding. Parameters ---------- img_height : int Height of encoded data. img_width : int Width of encoded data. Returns ------- encoded_shape : tuple(int) Gives back 2-tuple with decoded ...

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def company_path(cls, project, company): """Return a fully-qualified company string.""" return google.api_core.path_template.expand( "projects/{project}/companies/{company}", project=project, company=company )

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def ok_cred_def_id(token: str, issuer_did: str = None) -> bool: """ Whether input token looks like a valid credential definition identifier from input issuer DID (default any); i.e., <issuer-did>:3:CL:<schema-seq-no>:<cred-def-id-tag> for protocol >= 1.4, or <issuer-did>:3:CL:<schema-seq-no> for protoco...

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def drop_edges(self) -> None: """Drop all edges in the database.""" t = time.time() self.session.query(Edge).delete() self.session.commit() log.info('dropped all edges in %.2f seconds', time.time() - t)

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def exec_command(self, cmdstr): """ Execute an x3270 command `cmdstr` gets sent directly to the x3270 subprocess on it's stdin. """ if self.is_terminated: raise TerminatedError("this TerminalClient instance has been terminated") log.debug("sending co...

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def _rpt_unused_sections(self, prt): """Report unused sections.""" sections_unused = set(self.sections_seen).difference(self.section2goids.keys()) for sec in sections_unused: prt.write(" UNUSED SECTION: {SEC}\n".format(SEC=sec))

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def _filter_update_security_group_rule(rule): '''Only two fields are allowed for modification: external_service and external_service_id ''' allowed = ['external_service', 'external_service_id'] filtered = {} for k, val in rule.iteritems(): if k in allowed: if isinstance(...

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def _issubclass_Union(subclass, superclass, bound_Generic, bound_typevars, bound_typevars_readonly, follow_fwd_refs, _recursion_check): """Helper for _issubclass, a.k.a pytypes.issubtype. """ if not follow_fwd_refs: return _issubclass_Union_rec(subclass, superclass, bound_Generic, bound_...

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def prefetchDeclarativeIds(self, Declarative, count) -> Deferred: """ Get PG Sequence Generator A PostGreSQL sequence generator returns a chunk of IDs for the given declarative. :return: A generator that will provide the IDs :rtype: an iterator, yielding the numbers to assign ...

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def basescript(line): ''' >>> import pprint >>> input_line = '{"level": "warning", "timestamp": "2018-02-07T06:37:00.297610Z", "event": "exited via keyboard interrupt", "type": "log", "id": "20180207T063700_4d03fe800bd111e89ecb96000007bc65", "_": {"ln": 58, "file": "/usr/local/lib/python2.7/dist-packages/ba...

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def make_session(config=None, num_cpu=None, make_default=False, graph=None): """Returns a session that will use <num_cpu> CPU's only""" if num_cpu is None: num_cpu = int(os.getenv('RCALL_NUM_CPU', multiprocessing.cpu_count())) if config is None: config = tf.ConfigProto( allow_sof...

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def stat(path, hours, offset=None): """ Has the metric file at ``path`` been modified since ``hours`` ago? .. note:: ``offset`` is only for compatibility with ``data()`` and is ignored. """ return os.stat(path).st_mtime < (time.time() - _to_sec(hours))

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def synchronize(self, pid, vendorSpecific=None): """See Also: synchronizeResponse() Args: pid: vendorSpecific: Returns: """ response = self.synchronizeResponse(pid, vendorSpecific) return self._read_boolean_response(response)

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def _parse(self, raw, next_cls): ''' Parse a raw bytes object and construct the list of packet header objects (and possible remaining bytes) that are part of this packet. ''' if next_cls is None: from switchyard.lib.packet import Ethernet next_cls = Ethern...

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def metadata_and_language_from_option_line(self, line): """Parse code options on the given line. When a start of a code cell is found, self.metadata is set to a dictionary.""" if self.start_code_re.match(line): self.language, self.metadata = self.options_to_metadata(line[line.find('%...

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def add_insertions(self, skip=10, window=1, test=False): '''Adds a random base within window bases around every skip bases. e.g. skip=10, window=1 means a random base added somwhere in theintervals [9,11], [19,21] ... ''' assert 2 * window < skip new_seq = list(self.seq) for i in range(l...

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48.083333

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def properties_operator(cls, name): """Wraps a container operator to ensure container class is maintained""" def wrapper(self, *args, **kwargs): """Perform operation and cast to container class""" output = getattr(super(cls, self), name)(*args, **kwargs) return cls(output) wrapped ...

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35.5

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def bulk_attachments(self, article, attachments): """ This function implements associating attachments to an article after article creation (for unassociated attachments). :param article: Article id or :class:`Article` object :param attachments: :class:`ArticleAttachment` object...

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def plugins(cls, enabled=True): """ Returns the plugins for the given class. :param enabled | <bool> || None :return [<Plugin>, ..] """ cls.loadPlugins() plugs = getattr(cls, '_%s__plugins' % cls.__name__, {}).values() if enabled...

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def check_args(self): """ Validates that a valid number of arguments were received and that all arguments were recognised. :return: True or False. """ parser = get_base_arguments(get_parser()) parser = get_tc_arguments(parser) # Disable "Do not use len(SE...

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def to_internal(self, attribute_profile, external_dict): """ Converts the external data from "type" to internal :type attribute_profile: str :type external_dict: dict[str, str] :rtype: dict[str, str] :param attribute_profile: From which external type to convert (ex: oid...

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def get_minimum_needs(self): """Get the minimum needed information about the minimum needs. That is the resource and the amount. :returns: minimum needs :rtype: OrderedDict """ minimum_needs = OrderedDict() for resource in self.minimum_needs['resources']: ...

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def _get_step_inputs(step, file_vs, std_vs, parallel_ids, wf=None): """Retrieve inputs for a step from existing variables. Potentially nests inputs to deal with merging split variables. If we split previously and are merging now, then we only nest those coming from the split process. """ inputs...

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def list_all_stripe_gateways(cls, **kwargs): """List StripeGateways Return a list of StripeGateways This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.list_all_stripe_gateways(async=True) ...

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def _matcher(self, other): """ CGRContainer < CGRContainer """ if isinstance(other, CGRContainer): return GraphMatcher(other, self, lambda x, y: x == y, lambda x, y: x == y) raise TypeError('only cgr-cgr possible')

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def update_bin(self, bin_form): """Updates an existing bin. arg: bin_form (osid.resource.BinForm): the form containing the elements to be updated raise: IllegalState - ``bin_form`` already used in an update transaction raise: InvalidArgument - the fo...

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def download(directory, master_token=None, member=None, access_token=None, source=None, project_data=False, max_size='128m', verbose=False, debug=False, memberlist=None, excludelist=None, id_filename=False): """ Download data from project members to the target directory. ...

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49.853933

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def make_parallel_helper(parallel_arg, **kwargs): """Return a :class:`ParallelHelper` object that can be used for easy parallelization of computations. *parallel_arg* is an object that lets the caller easily specify the kind of parallelization they are interested in. Allowed values are: False ...

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def array_to_hdf5(a, parent, name, **kwargs): """Write a Numpy array to an HDF5 dataset. Parameters ---------- a : ndarray Data to write. parent : string or h5py group Parent HDF5 file or group. If a string, will be treated as HDF5 file name. name : string Name o...

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def _column_resized(self, col, old_width, new_width): """Update the column width.""" self.dataTable.setColumnWidth(col, new_width) self._update_layout()

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44

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def read_dictionary_file(dictionary_path): """Return all words in dictionary file as set.""" try: return _user_dictionary_cache[dictionary_path] except KeyError: if dictionary_path and os.path.exists(dictionary_path): with open(dictionary_path, "rt") as dict_f: wo...

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def _find_project_config_file(user_config_file): """Find path to project-wide config file Search from current working directory, and traverse path up to directory with .versionner.rc file or root directory :param user_config_file: instance with user-wide config path :type: pathlib.Path :rtype: ...

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def realpath(self, spec, key): """ Resolve and update the path key in the spec with its realpath, based on the working directory. """ if key not in spec: # do nothing for now return if not spec[key]: logger.warning( "c...

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def net_transform(transform_func, block=None, **kwargs): """ Maps nets to new sets of nets according to a custom function :param transform_func: Function signature: func(orig_net (logicnet)) -> keep_orig_net (bool) :return: """ block = working_block(block) with set_working_block(blo...

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def separate_reach_logs(log_str): """Get the list of reach logs from the overall logs.""" log_lines = log_str.splitlines() reach_logs = [] reach_lines = [] adding_reach_lines = False for l in log_lines[:]: if not adding_reach_lines and 'Beginning reach' in l: adding_reach_lin...

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40.157895

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def database_caller_creator(self, number_of_rows, username, password, host, port, name=None, custom=None): '''creates a postgresql db returns the related connection object which will be later used to spawn the cursor ''' cursor = None conn = None if name: ...

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36

21.621622

def get_last_response_xml(self, pretty_print_if_possible=False): """ Retrieves the raw XML (decrypted) of the last SAML response, or the last Logout Response generated or processed :returns: SAML response XML :rtype: string|None """ response = None if sel...

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def close(self, autocommit=True): """Close the consumer, waiting indefinitely for any needed cleanup. Keyword Arguments: autocommit (bool): If auto-commit is configured for this consumer, this optional flag causes the consumer to attempt to commit any pending...

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def anncluster(c, clus_obj, db, type_ann, feature_id="name"): """intersect transcription position with annotation files""" id_sa, id_ea, id_id, id_idl, id_sta = 1, 2, 3, 4, 5 if type_ann == "bed": id_sb = 7 id_eb = 8 id_stb = 11 id_tag = 9 ida = 0 clus_id = clus_obj.c...

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def render(dson_input, saltenv='base', sls='', **kwargs): ''' Accepts DSON data as a string or as a file object and runs it through the JSON parser. :rtype: A Python data structure ''' if not isinstance(dson_input, six.string_types): dson_input = dson_input.read() log.debug('DSON i...

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29.941176

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def _initialize_progressbar(self): """ Initialize the progressbar. :return: None """ self._progressbar = progressbar.ProgressBar(widgets=Analysis._PROGRESS_WIDGETS, maxval=10000 * 100).start()

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def extract_alphabet(alphabet, inputdata, fixed_start = False): """ Receives a sequence and an alphabet, returns a list of PositionTokens with all of the parts of the sequence that are a subset of the alphabet """ if not inputdata: return [] base_alphabet = alphabet.alphabet l...

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def get_options(option_type, from_options): """Extract options for specified option type from all options :param option_type: the object of specified type of options :param from_options: all options dictionary :return: the dictionary of options for specified type, each option can be filled by value fro...

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41.55

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def count_single_dots(self): """Count all strokes of this recording that have only a single dot. """ pointlist = self.get_pointlist() single_dots = 0 for stroke in pointlist: if len(stroke) == 1: single_dots += 1 return single_dots

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def Tethering_bind(self, port): """ Function path: Tethering.bind Domain: Tethering Method name: bind Parameters: Required arguments: 'port' (type: integer) -> Port number to bind. No return value. Description: Request browser port binding. """ assert isinstance(port, (int,) ...

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def validate_args(args): ''' Apply custom validation and actions based on parsed arguments. Parameters ---------- args : argparse.Namespace Result from ``parse_args`` method of ``argparse.ArgumentParser`` instance. Returns ------- argparse.Namespace Reference to...

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def _erase_display(self, value): """ Erases display. """ if value == 0: # delete end of line self._cursor.movePosition(self._cursor.End, self._cursor.KeepAnchor) elif value == 1: # delete start of line self._cursor.movePosition(self...

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def last_event(self): """ The mouse event immediately prior to this one. This property is None when no mouse buttons are pressed. """ if self.mouse_event.last_event is None: return None ev = self.copy() ev.mouse_event = self.mouse_event.last_event retu...

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35.222222

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def value_to_jam(value, methods=False): """Makes a token to refer to a Python value inside Jam language code. The token is merely a string that can be passed around in Jam code and eventually passed back. For example, we might want to pass PropertySet instance to a tag function and it might eventually ...

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def gfstep(time): """ Return the time step set by the most recent call to :func:`gfsstp`. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/gfstep_c.html :param time: Ignored ET value. :type time: float :return: Time step to take. :rtype: float """ time = ctypes.c_double(time...

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27.066667

18

def recommendations(self, **kwargs): """ Get a list of recommended movies for a movie. Args: language: (optional) ISO 639-1 code. page: (optional) Minimum value of 1. Expected value is an integer. Returns: A dict representation of the JSON returned ...

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30.875

18.5

def is_standalone(text, start, end): """check if the string text[start:end] is standalone by checking forwards and backwards for blankspaces :text: TODO :(start, end): TODO :returns: the start of next index after text[start:end] """ left = False start -= 1 while start >= 0 and text[...

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28.555556

18.222222

def _bracket_complete_sig(self, symbol, fullsymbol): """Returns the call signature and docstring for the executable immediately preceding a bracket '(' that was typed.""" if symbol != fullsymbol: #We have a sym%sym%... chain and the completion just needs to #be the signat...

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49.966667

16.7

def GetNotificationShard(self, queue): """Gets a single shard for a given queue.""" queue_name = str(queue) QueueManager.notification_shard_counters.setdefault(queue_name, 0) QueueManager.notification_shard_counters[queue_name] += 1 notification_shard_index = ( QueueManager.notification_shar...

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40.916667

14.083333

def get_embedded_tweet(tweet): """ Get the retweeted Tweet OR the quoted Tweet and return it as a dictionary Args: tweet (Tweet): A Tweet object (not simply a dict) Returns: dict (or None, if the Tweet is neither a quote tweet or a Retweet): a dictionary representing the quote ...

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30.352941

19.176471

def _CreatePerformanceTarget(client, campaign_group_id): """Creates a performance target for the campaign group. Args: client: an AdWordsClient instance. campaign_group_id: an integer ID for the campaign group. """ # Get the CampaignGroupPerformanceTargetService. cgpt_service = client.GetService('Cam...

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37.418605

18.674419

def valuePasses(self, value): '''Returns whether this value passes this filter''' return self._conditional_cmp[self.op](value, self.value)

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48

15.333333

def update_phase(self, environment, data, prediction, user, item, correct, time, answer_id, **kwargs): """ After the prediction update the environment and persist some information for the predictive model. Args: environment (proso.models.environment.Environment): ...

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37.944444

18.5

def find_link(self, *args, **kwargs): """Find and return a link, as a bs4.element.Tag object. The search can be refined by specifying any argument that is accepted by :func:`links`. If several links match, return the first one found. If no link is found, raise :class:`LinkNotFoundError...

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36.461538

18.307692

def _InitApiApprovalFromAff4Object(api_approval, approval_obj): """Initializes Api(Client|Hunt|CronJob)Approval from an AFF4 object.""" api_approval.id = approval_obj.urn.Basename() api_approval.reason = approval_obj.Get(approval_obj.Schema.REASON) api_approval.requestor = approval_obj.Get(approval_obj.Schema....

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39.264706

21.117647

def in1d_sorted(ar1, ar2): """ Does the same than np.in1d but uses the fact that ar1 and ar2 are sorted. Is therefore much faster. """ if ar1.shape[0] == 0 or ar2.shape[0] == 0: # check for empty arrays to avoid crash return [] inds = ar2.searchsorted(ar1) inds[inds == len(ar2)] = 0 ...

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33.6

21.8

def get_node(manager, handle_id, legacy=True): """ :param manager: Manager to handle sessions and transactions :param handle_id: Unique id :param legacy: Backwards compatibility :type manager: norduniclient.contextmanager.Neo4jDBSessionManager :type handle_id: str|unicode :type legacy: Bool...

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32.190476

15.904762

def deserialize_single_input_output(self, transformer, node_path, attributes_map=None): """ :attributes_map: Map of attributes names. For example StandardScaler has `mean_` but is serialized as `mean` :param transformer: Scikit or Pandas transformer :param node: bundle.ml node json file ...

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46.575758

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def convert(self, pedalboard_path, system_effect=None): """ :param Path pedalboard_path: Path that the pedalboard has been persisted. Generally is in format `path/to/pedalboard/name.pedalboard` :param SystemEffect system_effect: Effect that contains the audio...

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40.028571

24.314286

def scale_cb(self, setting, value): """Handle callback related to image scaling.""" zoomlevel = self.zoom.calc_level(value) self.t_.set(zoomlevel=zoomlevel) self.redraw(whence=0)

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34.333333

10.5

def add_redistribution(self, protocol, route_map_name=None): """Adds a protocol redistribution to OSPF Args: protocol (str): protocol to redistribute route_map_name (str): route-map to be used to filter the protocols Retu...

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45.913043

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def make_headers(headers): """ Make the cache control headers based on a previous request's response headers """ out = {} if 'etag' in headers: out['if-none-match'] = headers['etag'] if 'last-modified' in headers: out['if-modified-since'] = headers['last-modified'] return out

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31.1

13.4

def load_data(path_dir): '''Load data, directory parameters, and accelerometer parameter names Args ---- path_dir: str Path to the data directory Returns ------- data: pandas.DataFrame Experiment data params_tag: dict A dictionary of parameters parsed from the d...

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31.588235

24.588235

def getworker(): ''' return settings dictionnary ''' if not Configuration.worker_initialized: Configuration._initconf() Configuration.worker_settings = Configuration.settings['worker'] Configuration.worker_initialized = True return Configuratio...

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36.555556

16.555556

def _reads_in_peaks(bam_file, peaks_file, sample): """Calculate number of reads in peaks""" if not peaks_file: return {} rip = number_of_mapped_reads(sample, bam_file, bed_file = peaks_file) return {"metrics": {"RiP": rip}}

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40.333333

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def _parse_doc(docs): """ Converts a well-formed docstring into documentation to be fed into argparse. See signature_parser for details. shorts: (-k for --keyword -k, or "from" for "frm/from") metavars: (FILE for --input=FILE) helps: (docs for --keyword: docs) ...

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28.853659

18.609756

def run(self, debug=False, reload=None): """ Convenience method for running bots in getUpdates mode :param bool debug: Enable debug logging and automatic reloading :param bool reload: Automatically reload bot on code change :Example: >>> if __name__ == '__main__': ...

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26.285714

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def fetch_github_token(self): """ Fetch GitHub token. First try to use variable provided by --token option, otherwise try to fetch it from git config and last CHANGELOG_GITHUB_TOKEN env variable. :returns: Nothing """ if not self.options.token: try: ...

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38.304348

17

def input_from_cons(constupl, datas): ' solve bytes in |datas| based on ' def make_chr(c): try: return chr(c) except Exception: return c newset = constraints_to_constraintset(constupl) ret = '' for data in datas: for c in data: ret += make...

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25.357143

18.5

def run(self, action): """ Runs through the phases defined by :attr:`action`. :param str action: Either ``deploy`` or ``inventory``. """ deployer = self.__class__.__name__ log.info('Running %s...' % deployer) try: if action == 'deploy': ...

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28.388889

13.944444