kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def downloaded(name, artifact, target_dir='/tmp', target_file=None): ''' Ensures that the artifact from nexus exists at given location. If it doesn't exist, then it will be downloaded. If it already exists then the checksum of existing file is checked against checksum in nexus. If it is different then t...	[ "def", "downloaded", "(", "name", ",", "artifact", ",", "target_dir", "=", "'/tmp'", ",", "target_file", "=", "None", ")", ":", "log", ".", "debug", "(", "\" ======================== STATE: nexus.downloaded (name: %s) \"", ",", "name", ")", "ret", "=", "{", "'na...	33.892857	22.440476
def plot_i(self, colorbar=True, cb_orientation='vertical', cb_label=None, ax=None, show=True, fname=None, kwargs): """ Plot the dimensionless quantity I of Pedersen and Rasmussen (1990) I = -(I2/2)2 / (I1/3)**3 that is bounded by 0 and 1. Usage --...	[ "def", "plot_i", "(", "self", ",", "colorbar", "=", "True", ",", "cb_orientation", "=", "'vertical'", ",", "cb_label", "=", "None", ",", "ax", "=", "None", ",", "show", "=", "True", ",", "fname", "=", "None", ",", "", "", "kwargs", ")", ":", "if"...	38.55	19.65
def nn_dims(self, x, y, dims_x, dims_y, k=1, radius=np.inf, eps=0.0, p=2): """Find the k nearest neighbors of a subset of dims of x and y in the observed output data @see Databag.nn() for argument description @return distance and indexes of found nearest neighbors. """ if self.s...	[ "def", "nn_dims", "(", "self", ",", "x", ",", "y", ",", "dims_x", ",", "dims_y", ",", "k", "=", "1", ",", "radius", "=", "np", ".", "inf", ",", "eps", "=", "0.0", ",", "p", "=", "2", ")", ":", "if", "self", ".", "size", ">", "0", ":", "di...	54.368421	22.210526
def key_exists(hive, key, use_32bit_registry=False): ''' Check that the key is found in the registry. This refers to keys and not value/data pairs. To check value/data pairs, use ``value_exists`` Args: hive (str): The hive to connect to key (str): The key to check use_32bit_r...	[ "def", "key_exists", "(", "hive", ",", "key", ",", "use_32bit_registry", "=", "False", ")", ":", "local_hive", "=", "_to_unicode", "(", "hive", ")", "local_key", "=", "_to_unicode", "(", "key", ")", "registry", "=", "Registry", "(", ")", "try", ":", "hke...	26.340909	24.340909
def add_proof(self, text, publisher_account, keeper): """Add a proof to the DDO, based on the public_key id/index and signed with the private key add a static proof to the DDO, based on one of the public keys.""" # just incase clear out the current static proof property self._proof = No...	[ "def", "add_proof", "(", "self", ",", "text", ",", "publisher_account", ",", "keeper", ")", ":", "# just incase clear out the current static proof property", "self", ".", "_proof", "=", "None", "self", ".", "_proof", "=", "{", "'type'", ":", "PROOF_TYPE", ",", "...	45.416667	16.166667
def _post_run_hook(self, runtime): ''' generates a report showing nine slices, three per axis, of an arbitrary volume of `in_files`, with the resulting segmentation overlaid ''' outputs = self.aggregate_outputs(runtime=runtime) self._melodic_dir = outputs.out_dir NIWORKF...	[ "def", "_post_run_hook", "(", "self", ",", "runtime", ")", ":", "outputs", "=", "self", ".", "aggregate_outputs", "(", "runtime", "=", "runtime", ")", "self", ".", "_melodic_dir", "=", "outputs", ".", "out_dir", "NIWORKFLOWS_LOG", ".", "info", "(", "'Generat...	42.1	23.3
def source_start(base='', book_id='book'): """ chooses a starting source file in the 'base' directory for id = book_id """ repo_htm_path = "{book_id}-h/{book_id}-h.htm".format(book_id=book_id) possible_paths = ["book.asciidoc", repo_htm_path, "{}-0.tx...	[ "def", "source_start", "(", "base", "=", "''", ",", "book_id", "=", "'book'", ")", ":", "repo_htm_path", "=", "\"{book_id}-h/{book_id}-h.htm\"", ".", "format", "(", "book_id", "=", "book_id", ")", "possible_paths", "=", "[", "\"book.asciidoc\"", ",", "repo_htm_p...	30.727273	16.181818
def filter_by_meta(data, df, join_meta=False, **kwargs): """Filter by and join meta columns from an IamDataFrame to a pd.DataFrame Parameters ---------- data: pd.DataFrame instance DataFrame to which meta columns are to be joined, index or columns must include `['model', 'scenario']` ...	[ "def", "filter_by_meta", "(", "data", ",", "df", ",", "join_meta", "=", "False", ",", "", "", "kwargs", ")", ":", "if", "not", "set", "(", "META_IDX", ")", ".", "issubset", "(", "data", ".", "index", ".", "names", "+", "list", "(", "data", ".", ...	40.075472	20.037736
def check_recursion_depth(self): """Check recursion depth, raise AsyncRecursionError if too deep.""" from furious.async import MAX_DEPTH recursion_options = self._options.get('_recursion', {}) max_depth = recursion_options.get('max', MAX_DEPTH) # Check if recursion check has be...	[ "def", "check_recursion_depth", "(", "self", ")", ":", "from", "furious", ".", "async", "import", "MAX_DEPTH", "recursion_options", "=", "self", ".", "_options", ".", "get", "(", "'_recursion'", ",", "{", "}", ")", "max_depth", "=", "recursion_options", ".", ...	47.363636	20.181818
def _get_specified_sub_menu_template_name(self, level): """ Called by get_sub_menu_template(). Iterates through the various ways in which developers can specify potential sub menu templates for a menu, and returns the name of the most suitable template for the ``current_level``. ...	[ "def", "_get_specified_sub_menu_template_name", "(", "self", ",", "level", ")", ":", "ideal_index", "=", "level", "-", "2", "return", "self", ".", "_option_vals", ".", "sub_menu_template_name", "or", "get_item_by_index_or_last_item", "(", "self", ".", "_option_vals", ...	45.861111	24.583333
def convert_radian(coord, variables): """Convert the given coordinate from radian to degree Parameters ---------- coord: xr.Variable The variable to transform ``variables`` The variables that are on the same unit. Returns ------- xr.Variable The transformed va...	[ "def", "convert_radian", "(", "coord", ",", "", "variables", ")", ":", "if", "any", "(", "v", ".", "attrs", ".", "get", "(", "'units'", ")", "==", "'radian'", "for", "v", "in", "variables", ")", ":", "return", "coord", "", "180.", "/", "np", ".",...	27.222222	20.111111
def eventFilter(self, targetObj, event_qt): """ Intercept keyboard events and pass them on to the key parser and/or applet and/or widget. The handler only intercepts keyboard events and lets Qt handle the remaining ones (eg. mouse clicks) as usual. \|Args\| * ``t...	[ "def", "eventFilter", "(", "self", ",", "targetObj", ",", "event_qt", ")", ":", "# Return immediately if Qtmacs is not interested in it.", "if", "event_qt", ".", "type", "(", ")", "not", "in", "self", ".", "qteEventList", ":", "return", "False", "# Determine if the ...	40.153153	22.855856
def violations(self, src_path): """ Return a list of Violations recorded in `src_path`. """ if not any(src_path.endswith(ext) for ext in self.driver.supported_extensions): return [] if src_path not in self.violations_dict: if self.reports: ...	[ "def", "violations", "(", "self", ",", "src_path", ")", ":", "if", "not", "any", "(", "src_path", ".", "endswith", "(", "ext", ")", "for", "ext", "in", "self", ".", "driver", ".", "supported_extensions", ")", ":", "return", "[", "]", "if", "src_path", ...	48.782609	20.956522
def vra(self,args,*kwargs): """ NAME: vra PURPOSE: return velocity in right ascension (km/s) INPUT: t - (optional) time at which to get vra (can be Quantity) obs=[X,Y,Z,vx,vy,vz] - (optional) position and velocity of observer ...	[ "def", "vra", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "from", ".", "OrbitTop", "import", "_check_roSet", ",", "_check_voSet", "_check_roSet", "(", "self", ",", "kwargs", ",", "'vra'", ")", "_check_voSet", "(", "self", ",", "kw...	32.978723	25.829787
def pull_session(session_id=None, url='default', io_loop=None, arguments=None): ''' Create a session by loading the current server-side document. ``session.document`` will be a fresh document loaded from the server. While the connection to the server is open, changes made on the server side will be app...	[ "def", "pull_session", "(", "session_id", "=", "None", ",", "url", "=", "'default'", ",", "io_loop", "=", "None", ",", "arguments", "=", "None", ")", ":", "coords", "=", "_SessionCoordinates", "(", "session_id", "=", "session_id", ",", "url", "=", "url", ...	41.87931	28.637931
def clone(self, callable=None, overrides): """Clones the Callable optionally with new settings Args: callable: New callable function to wrap overrides: Parameter overrides to apply Returns: Cloned Callable object """ old = {k: v for k, v ...	[ "def", "clone", "(", "self", ",", "callable", "=", "None", ",", "", "", "overrides", ")", ":", "old", "=", "{", "k", ":", "v", "for", "k", ",", "v", "in", "self", ".", "get_param_values", "(", ")", "if", "k", "not", "in", "[", "'callable'", "...	35.866667	14.933333
def process_tx_receipt(tx_hash, event, event_name): """ Wait until the tx receipt is processed. :param tx_hash: hash of the transaction :param event: AttributeDict with the event data. :param event_name: name of the event to subscribe, str :return: """ web3 = Web3Provider.get_web3() ...	[ "def", "process_tx_receipt", "(", "tx_hash", ",", "event", ",", "event_name", ")", ":", "web3", "=", "Web3Provider", ".", "get_web3", "(", ")", "try", ":", "web3", ".", "eth", ".", "waitForTransactionReceipt", "(", "tx_hash", ",", "timeout", "=", "20", ")"...	40.551724	25.448276
def _request_exc_message(exc): """ Return a reasonable exception message from a :exc:`request.exceptions.RequestException` exception. The approach is to dig deep to the original reason, if the original exception is present, skipping irrelevant exceptions such as `urllib3.exceptions.MaxRetryErro...	[ "def", "_request_exc_message", "(", "exc", ")", ":", "if", "exc", ".", "args", ":", "if", "isinstance", "(", "exc", ".", "args", "[", "0", "]", ",", "Exception", ")", ":", "org_exc", "=", "exc", ".", "args", "[", "0", "]", "if", "isinstance", "(", ...	35.028571	20.114286
def get_query_rows(self, job_id, offset=None, limit=None, timeout=0): """Retrieve a list of rows from a query table by job id. This method will append results from multiple pages together. If you want to manually page through results, you can use `get_query_results` method directly. ...	[ "def", "get_query_rows", "(", "self", ",", "job_id", ",", "offset", "=", "None", ",", "limit", "=", "None", ",", "timeout", "=", "0", ")", ":", "# Get query results", "query_reply", "=", "self", ".", "get_query_results", "(", "job_id", ",", "offset", "=", ...	41.613636	20.636364
def get(self): """ Retrieve the current configured SharedStorages entries :return: [list] List containing the current SharedStorages entries """ request = self._call(GetSharedStorages) response = request.commit() return response['Value']	[ "def", "get", "(", "self", ")", ":", "request", "=", "self", ".", "_call", "(", "GetSharedStorages", ")", "response", "=", "request", ".", "commit", "(", ")", "return", "response", "[", "'Value'", "]" ]	35.75	12.75
def setup(self, builder: Builder): """Performs this component's simulation setup. The ``setup`` method is automatically called by the simulation framework. The framework passes in a ``builder`` object which provides access to a variety of framework subsystems and metadata. Para...	[ "def", "setup", "(", "self", ",", "builder", ":", "Builder", ")", ":", "self", ".", "config", "=", "builder", ".", "configuration", "self", ".", "with_common_random_numbers", "=", "bool", "(", "self", ".", "config", ".", "randomness", ".", "key_columns", "...	48	30.53125
def to_csv(data, field_names=None, filename='data.csv', overwrite=True, write_headers=True, append=False, flat=True, primary_fields=None, sort_fields=True): """ DEPRECATED Write a list of dicts to a csv file :param data: List of dicts :param field_names: The ...	[ "def", "to_csv", "(", "data", ",", "field_names", "=", "None", ",", "filename", "=", "'data.csv'", ",", "overwrite", "=", "True", ",", "write_headers", "=", "True", ",", "append", "=", "False", ",", "flat", "=", "True", ",", "primary_fields", "=", "None"...	35.968254	17.873016
def type_description_from_node(gi_node): ''' Parse a typed node, returns a usable description ''' ctype_name, gi_name, array_nesting = unnest_type (gi_node) cur_ns = get_namespace(gi_node) if ctype_name is not None: type_tokens = __type_tokens_from_cdecl (ctype_name) else: ...	[ "def", "type_description_from_node", "(", "gi_node", ")", ":", "ctype_name", ",", "gi_name", ",", "array_nesting", "=", "unnest_type", "(", "gi_node", ")", "cur_ns", "=", "get_namespace", "(", "gi_node", ")", "if", "ctype_name", "is", "not", "None", ":", "type...	30.333333	22.555556
def modify_fw_device(self, tenant_id, fw_id, data): """Modifies the firewall cfg. """ drvr_dict, mgmt_ip = self.sched_obj.get_fw_dev_map(fw_id) return drvr_dict.get('drvr_obj').modify_fw(tenant_id, data)	[ "def", "modify_fw_device", "(", "self", ",", "tenant_id", ",", "fw_id", ",", "data", ")", ":", "drvr_dict", ",", "mgmt_ip", "=", "self", ".", "sched_obj", ".", "get_fw_dev_map", "(", "fw_id", ")", "return", "drvr_dict", ".", "get", "(", "'drvr_obj'", ")", ...	56	15.75
def _buffer(self, event: Message): """ Buffers an event, if applicable. """ if isinstance(event, BytesMessage): self._byte_buffer.write(event.data) elif isinstance(event, TextMessage): self._string_buffer.write(event.data)	[ "def", "_buffer", "(", "self", ",", "event", ":", "Message", ")", ":", "if", "isinstance", "(", "event", ",", "BytesMessage", ")", ":", "self", ".", "_byte_buffer", ".", "write", "(", "event", ".", "data", ")", "elif", "isinstance", "(", "event", ",", ...	34.875	3.625
def membership_in(self, organization): """Retrieve the user's membership in the specified organization.""" url = self._build_url('user', 'memberships', 'orgs', str(organization)) json = self._json(self._get(url), 200) return Membership(json, self)	[ "def", "membership_in", "(", "self", ",", "organization", ")", ":", "url", "=", "self", ".", "_build_url", "(", "'user'", ",", "'memberships'", ",", "'orgs'", ",", "str", "(", "organization", ")", ")", "json", "=", "self", ".", "_json", "(", "self", "....	50.666667	6.5
def generic_commit_and_try_merge2master_wf(git_action, file_content, doc_id, auth_info, parent_sha, commi...	[ "def", "generic_commit_and_try_merge2master_wf", "(", "git_action", ",", "file_content", ",", "doc_id", ",", "auth_info", ",", "parent_sha", ",", "commit_msg", "=", "''", ",", "merged_sha", "=", "None", ",", "doctype_display_name", "=", "\"document\"", ")", ":", "...	50.421053	22.552632
def create_dispatcher(self): """ Return a dispatcher for configured channels. """ before_context = max(self.args.before_context, self.args.context) after_context = max(self.args.after_context, self.args.context) if self.args.files_with_match is not None or self.args.coun...	[ "def", "create_dispatcher", "(", "self", ")", ":", "before_context", "=", "max", "(", "self", ".", "args", ".", "before_context", ",", "self", ".", "args", ".", "context", ")", "after_context", "=", "max", "(", "self", ".", "args", ".", "after_context", ...	49.117647	23.117647
def l2n(l, c): "host to network long" c = [] c.append(int((l >> 24) & U32(0xFF))) c.append(int((l >> 16) & U32(0xFF))) c.append(int((l >> 8) & U32(0xFF))) c.append(int((l ) & U32(0xFF))) return c	[ "def", "l2n", "(", "l", ",", "c", ")", ":", "c", "=", "[", "]", "c", ".", "append", "(", "int", "(", "(", "l", ">>", "24", ")", "&", "U32", "(", "0xFF", ")", ")", ")", "c", ".", "append", "(", "int", "(", "(", "l", ">>", "16", ")", "&...	27.75	12.25
def modification_changed(self, state=None, index=None, editor_id=None): """ Current editor's modification state has changed --> change tab title depending on new modification state --> enable/disable save/save all actions """ if editor_id is not None: f...	[ "def", "modification_changed", "(", "self", ",", "state", "=", "None", ",", "index", "=", "None", ",", "editor_id", "=", "None", ")", ":", "if", "editor_id", "is", "not", "None", ":", "for", "index", ",", "_finfo", "in", "enumerate", "(", "self", ".", ...	41.896552	13
def get_random_ontology(TOP_RANGE=10, pattern=""): """for testing purposes. Returns a random ontology/graph""" choices = get_localontologies(pattern=pattern) try: ontouri = choices[random.randint(0, TOP_RANGE)] # [0] except: ontouri = choices[0] print("Testing with URI: %s" % ontour...	[ "def", "get_random_ontology", "(", "TOP_RANGE", "=", "10", ",", "pattern", "=", "\"\"", ")", ":", "choices", "=", "get_localontologies", "(", "pattern", "=", "pattern", ")", "try", ":", "ontouri", "=", "choices", "[", "random", ".", "randint", "(", "0", ...	35.416667	14
def histogram(self, key, dims): """Adds histogram with dimensions to the registry""" return super(RegexRegistry, self).histogram(self._get_key(key), dims)	[ "def", "histogram", "(", "self", ",", "key", ",", "", "", "dims", ")", ":", "return", "super", "(", "RegexRegistry", ",", "self", ")", ".", "histogram", "(", "self", ".", "_get_key", "(", "key", ")", ",", "", "", "dims", ")" ]	57.333333	15.333333
def fetchJobStoreFiles(jobStore, options): """ Takes a list of file names as glob patterns, searches for these within a given directory, and attempts to take all of the files found and copy them into options.localFilePath. :param jobStore: A fileJobStore object. :param options.fetch: List of fi...	[ "def", "fetchJobStoreFiles", "(", "jobStore", ",", "options", ")", ":", "for", "jobStoreFile", "in", "options", ".", "fetch", ":", "jobStoreHits", "=", "recursiveGlob", "(", "directoryname", "=", "options", ".", "jobStore", ",", "glob_pattern", "=", "jobStoreFil...	49.478261	16.869565
def setup_toolbar(self): """Setup the toolbar.""" self.savefig_btn = create_toolbutton( self, icon=ima.icon('filesave'), tip=_("Save Image As..."), triggered=self.emit_save_figure) self.delfig_btn = create_toolbutton( self, icon=ima.icon('editclear...	[ "def", "setup_toolbar", "(", "self", ")", ":", "self", ".", "savefig_btn", "=", "create_toolbutton", "(", "self", ",", "icon", "=", "ima", ".", "icon", "(", "'filesave'", ")", ",", "tip", "=", "_", "(", "\"Save Image As...\"", ")", ",", "triggered", "=",...	33.578947	10.105263
def build_multiple_tocs(filenames: list, ordered: bool = False, no_links: bool = False, no_indentation: bool = False, no_list_coherence: bool = False, keep_header_levels: int = 3, ...	[ "def", "build_multiple_tocs", "(", "filenames", ":", "list", ",", "ordered", ":", "bool", "=", "False", ",", "no_links", ":", "bool", "=", "False", ",", "no_indentation", ":", "bool", "=", "False", ",", "no_list_coherence", ":", "bool", "=", "False", ",", ...	37.489796	16.55102
def make_clean_visible_from_raw(_html, tag_replacement_char=' '): '''Takes an HTML-like Unicode (or UTF-8 encoded) string as input and returns a Unicode string with all tags replaced by whitespace. In particular, all Unicode characters inside HTML are replaced with a single whitespace character. Th...	[ "def", "make_clean_visible_from_raw", "(", "_html", ",", "tag_replacement_char", "=", "' '", ")", ":", "if", "not", "isinstance", "(", "_html", ",", "unicode", ")", ":", "_html", "=", "unicode", "(", "_html", ",", "'utf-8'", ")", "#Strip tags with logic above", ...	37.37037	24.851852
def isValid(self) -> bool: '''Determine if the statement, expression or directive is valid. Otherwise the parser will continue until a valid multi-line expression or statement can be found.''' if not self.values: return True try: if self.category() == 'dir...	[ "def", "isValid", "(", "self", ")", "->", "bool", ":", "if", "not", "self", ".", "values", ":", "return", "True", "try", ":", "if", "self", ".", "category", "(", ")", "==", "'directive'", ":", "# we add func() because the expression can be multi-line and", "# ...	40.288136	18.966102
def choice_info(self): """View .info file """ info = ReadSBo(self.sbo_url).info(self.name, ".info") fill = self.fill_pager(info) self.pager(info + fill)	[ "def", "choice_info", "(", "self", ")", ":", "info", "=", "ReadSBo", "(", "self", ".", "sbo_url", ")", ".", "info", "(", "self", ".", "name", ",", "\".info\"", ")", "fill", "=", "self", ".", "fill_pager", "(", "info", ")", "self", ".", "pager", "("...	31.166667	8.666667
def connection_lost(self, exc): ''' override asyncio.Protocol ''' self._connected = False logging.debug( 'Connection lost (address: {} port: {})' .format(self.remote_ip, self.port)) for pid, (future, task) in self._requests.items(): t...	[ "def", "connection_lost", "(", "self", ",", "exc", ")", ":", "self", ".", "_connected", "=", "False", "logging", ".", "debug", "(", "'Connection lost (address: {} port: {})'", ".", "format", "(", "self", ".", "remote_ip", ",", "self", ".", "port", ")", ")", ...	30.157895	18.789474
def _generate_union_tag_property(self, union): """Emits union instance property representing union state.""" self.emit_wrapped_text( 'Represents the union\'s current tag state.', prefix=comment_prefix) self.emit( fmt_property_str( prop='tag', t...	[ "def", "_generate_union_tag_property", "(", "self", ",", "union", ")", ":", "self", ".", "emit_wrapped_text", "(", "'Represents the union\\'s current tag state.'", ",", "prefix", "=", "comment_prefix", ")", "self", ".", "emit", "(", "fmt_property_str", "(", "prop", ...	41.888889	14
def plot_report(report, success_name, fail_names, label=None, is_max_confidence=True, linewidth=LINEWIDTH, plot_upper_bound=True): """ Plot a success fail curve from a confidence report :param report: A confidence report (the type of object saved by make_confide...	[ "def", "plot_report", "(", "report", ",", "success_name", ",", "fail_names", ",", "label", "=", "None", ",", "is_max_confidence", "=", "True", ",", "linewidth", "=", "LINEWIDTH", ",", "plot_upper_bound", "=", "True", ")", ":", "(", "fail_optimal", ",", "succ...	41.926829	14.853659
def _parse(self, test_spec_str): """Parses a test specification string into an object that can yield corresponding tests. Tests can be specified in one of four forms: * [classname] * [classname]#[methodname] * [fully qualified classname]#[methodname] * [fully qualified classname]#[methodname] ...	[ "def", "_parse", "(", "self", ",", "test_spec_str", ")", ":", "components", "=", "test_spec_str", ".", "split", "(", "'#'", ",", "2", ")", "classname", "=", "components", "[", "0", "]", "methodname", "=", "components", "[", "1", "]", "if", "len", "(", ...	32.473684	16.631579
def level3_initialize(self): """Load abspath, dirname, basename, fname, ext, atime, ctime, mtime, size_on_disk attributes in initialization. 中文文档比较全面但稍慢的WinFile对象初始化方法, 从绝对路径中取得: - 绝对路径 - 父目录路径 - 文件全名 - 纯文件名 - 文件扩展名 ...	[ "def", "level3_initialize", "(", "self", ")", ":", "self", ".", "dirname", ",", "self", ".", "basename", "=", "os", ".", "path", ".", "split", "(", "self", ".", "abspath", ")", "# 目录名, 文件名", "self", ".", "fname", ",", "self", ".", "ext", "=", "os", ...	32.428571	20.75
def shuffle(self, func, num_splits=None, **kwargs): """Shuffle the order of the data in this axis based on the `func`. Extends `BaseFrameAxisPartition.shuffle`. :param func: :param num_splits: :param kwargs: :return: """ if num_splits is None: ...	[ "def", "shuffle", "(", "self", ",", "func", ",", "num_splits", "=", "None", ",", "", "", "kwargs", ")", ":", "if", "num_splits", "is", "None", ":", "num_splits", "=", "len", "(", "self", ".", "list_of_blocks", ")", "args", "=", "[", "self", ".", ...	31.210526	18.421053
def parse_elements(elements): """Parse essential fix's data elements. Args: elements (list): Data values for fix Returns: Fix: Fix object representing data """ if not len(elements) in (14, 15): raise ValueError('Invalid GGA fix data') ...	[ "def", "parse_elements", "(", "elements", ")", ":", "if", "not", "len", "(", "elements", ")", "in", "(", "14", ",", "15", ")", ":", "raise", "ValueError", "(", "'Invalid GGA fix data'", ")", "time", "=", "datetime", ".", "time", "(", "*", "[", "int", ...	44.511111	15.933333
def remove_environment(self, name=None, path=None, kwargs): """ Remove an environment entirely. See ``remove``. """ return self.remove(name=name, path=path, all=True, kwargs)	[ "def", "remove_environment", "(", "self", ",", "name", "=", "None", ",", "path", "=", "None", ",", "", "", "kwargs", ")", ":", "return", "self", ".", "remove", "(", "name", "=", "name", ",", "path", "=", "path", ",", "all", "=", "True", ",", "*...	30.428571	15.285714
def import_events(self, source='wonambi'): """action: import events from text file (Wonambi or RemLogic).""" if self.annot is None: # remove if buttons are disabled self.parent.statusBar().showMessage('No score file loaded') return if 'wonambi' == source: fo...	[ "def", "import_events", "(", "self", ",", "source", "=", "'wonambi'", ")", ":", "if", "self", ".", "annot", "is", "None", ":", "# remove if buttons are disabled", "self", ".", "parent", ".", "statusBar", "(", ")", ".", "showMessage", "(", "'No score file loade...	34.961538	20.461538
def inspect(source: dict): """ Inspects the data and structure of the source dictionary object and adds the results to the display for viewing. :param source: A dictionary object to be inspected. :return: """ r = _get_report() r.append_body(render.inspect(source))	[ "def", "inspect", "(", "source", ":", "dict", ")", ":", "r", "=", "_get_report", "(", ")", "r", ".", "append_body", "(", "render", ".", "inspect", "(", "source", ")", ")" ]	26.818182	15.181818
def _delAccountRights(sidObject, user_right): ''' helper function to remove an account right from a user ''' try: _polHandle = win32security.LsaOpenPolicy(None, win32security.POLICY_ALL_ACCESS) user_rights_list = [user_right] _ret = win32security.LsaRemoveAccountRights(_polHandle...	[ "def", "_delAccountRights", "(", "sidObject", ",", "user_right", ")", ":", "try", ":", "_polHandle", "=", "win32security", ".", "LsaOpenPolicy", "(", "None", ",", "win32security", ".", "POLICY_ALL_ACCESS", ")", "user_rights_list", "=", "[", "user_right", "]", "_...	40	25.666667
def configure(self, options, config): """Configures the xunit plugin.""" Plugin.configure(self, options, config) self.config = config if self.enabled: self.jinja = Environment( loader=FileSystemLoader(os.path.join(os.path.dirname(__file__), 'templates')), ...	[ "def", "configure", "(", "self", ",", "options", ",", "config", ")", ":", "Plugin", ".", "configure", "(", "self", ",", "options", ",", "config", ")", "self", ".", "config", "=", "config", "if", "self", ".", "enabled", ":", "self", ".", "jinja", "=",...	46.923077	18.153846
def _replace_fun_unescape(m): """ Decode single hex/unicode escapes found in regex matches. Supports single hex/unicode escapes of the form ``'\\xYY'``, ``'\\uYYYY'``, and ``'\\UYYYYYYYY'`` where Y is a hex digit. Only decodes if there is an odd number of backslashes. .. versionadded:: 0.2 Pa...	[ "def", "_replace_fun_unescape", "(", "m", ")", ":", "slsh", "=", "b'\\\\'", ".", "decode", "(", "'ascii'", ")", "s", "=", "m", ".", "group", "(", "0", ")", "count", "=", "s", ".", "count", "(", "slsh", ")", "if", "count", "%", "2", "==", "0", "...	24.633333	21.033333
def area_top_orifice(self): """Estimate the orifice area corresponding to the top row of orifices. Another solution method is to use integration to solve this problem. Here we use the width of the stout weir in the center of the top row to estimate the area of the top orifice """...	[ "def", "area_top_orifice", "(", "self", ")", ":", "# Calculate the center of the top row:", "z", "=", "self", ".", "hl", "-", "0.5", "*", "self", ".", "b_rows", "# Multiply the stout weir width by the height of one row.", "return", "self", ".", "stout_w_per_flow", "(", ...	52.7	14.6
def result_report_parameters(self): """Report metric parameters Returns ------- str result report in string format """ output = self.ui.data(field='Evaluated length', value=self.evaluated_length_seconds, unit='sec') + '\n' output += self.ui.data(fie...	[ "def", "result_report_parameters", "(", "self", ")", ":", "output", "=", "self", ".", "ui", ".", "data", "(", "field", "=", "'Evaluated length'", ",", "value", "=", "self", ".", "evaluated_length_seconds", ",", "unit", "=", "'sec'", ")", "+", "'\\n'", "out...	32.55	31.65
def imm_params(imm): ''' imm_params(imm) yields a dictionary of the parameters of the immutable object imm. ''' return {p: getattr(imm, p) for p in six.iterkeys(_imm_param_data(imm))}	[ "def", "imm_params", "(", "imm", ")", ":", "return", "{", "p", ":", "getattr", "(", "imm", ",", "p", ")", "for", "p", "in", "six", ".", "iterkeys", "(", "_imm_param_data", "(", "imm", ")", ")", "}" ]	39	33.4
def output(id, url): """ View the files from a job. """ try: experiment = ExperimentClient().get(normalize_job_name(id)) except FloydException: experiment = ExperimentClient().get(id) output_dir_url = "%s/%s/files" % (floyd.floyd_web_host, experiment.name) if url: fl...	[ "def", "output", "(", "id", ",", "url", ")", ":", "try", ":", "experiment", "=", "ExperimentClient", "(", ")", ".", "get", "(", "normalize_job_name", "(", "id", ")", ")", "except", "FloydException", ":", "experiment", "=", "ExperimentClient", "(", ")", "...	30.4	18.4
def addMibSource(self, mibSources): """Adds path to repository to search PySNMP MIB files. Parameters ---------- mibSources : one or more paths to search or Python package names to import and search for PySNMP MIB modules. Returns ------- ...	[ "def", "addMibSource", "(", "self", ",", "*", "mibSources", ")", ":", "if", "self", ".", "_mibSourcesToAdd", "is", "None", ":", "self", ".", "_mibSourcesToAdd", "=", "mibSources", "else", ":", "self", ".", "_mibSourcesToAdd", "+=", "mibSources", "return", "s...	30.285714	23.171429
def char_spacing(self, dots): '''Specifes character spacing in dots. Args: dots: the character spacing you desire, in dots Returns: None Raises: RuntimeError: Invalid dot amount. ''' if dots in range(0,127): self.se...	[ "def", "char_spacing", "(", "self", ",", "dots", ")", ":", "if", "dots", "in", "range", "(", "0", ",", "127", ")", ":", "self", ".", "send", "(", "chr", "(", "27", ")", "+", "chr", "(", "32", ")", "+", "chr", "(", "dots", ")", ")", "else", ...	30.5	20.071429
def _check_subject_identifier_matches_requested(self, authentication_request, sub): # type (oic.message.AuthorizationRequest, str) -> None """ Verifies the subject identifier against any requested subject identifier using the claims request parameter. :param authentication_request: authe...	[ "def", "_check_subject_identifier_matches_requested", "(", "self", ",", "authentication_request", ",", "sub", ")", ":", "# type (oic.message.AuthorizationRequest, str) -> None", "if", "'claims'", "in", "authentication_request", ":", "requested_id_token_sub", "=", "authentication_...	70.789474	38.263158
def get(self): """Return the computed statistics over the gathered data""" values = self.reservoir.sorted_values def safe(f, args): try: return f(values, args) except exceptions.StatisticsError: return 0.0 plevels = [50, 75, 90...	[ "def", "get", "(", "self", ")", ":", "values", "=", "self", ".", "reservoir", ".", "sorted_values", "def", "safe", "(", "f", ",", "", "args", ")", ":", "try", ":", "return", "f", "(", "values", ",", "", "args", ")", "except", "exceptions", ".", ...	34.542857	16.057143
def year(past=False, min_delta=0, max_delta=20): """Return a random year.""" return dt.date.today().year + _delta(past, min_delta, max_delta)	[ "def", "year", "(", "past", "=", "False", ",", "min_delta", "=", "0", ",", "max_delta", "=", "20", ")", ":", "return", "dt", ".", "date", ".", "today", "(", ")", ".", "year", "+", "_delta", "(", "past", ",", "min_delta", ",", "max_delta", ")" ]	49	12
def _create_window_function(name, doc=''): """ Create a window function by name """ def _(): sc = SparkContext._active_spark_context jc = getattr(sc._jvm.functions, name)() return Column(jc) _.__name__ = name _.__doc__ = 'Window function: ' + doc return _	[ "def", "_create_window_function", "(", "name", ",", "doc", "=", "''", ")", ":", "def", "_", "(", ")", ":", "sc", "=", "SparkContext", ".", "_active_spark_context", "jc", "=", "getattr", "(", "sc", ".", "_jvm", ".", "functions", ",", "name", ")", "(", ...	32.333333	11.888889
def limits(table, field): """ Find minimum and maximum values under the given field. E.g.:: >>> import petl as etl >>> table = [['foo', 'bar'], ['a', 1], ['b', 2], ['b', 3]] >>> minv, maxv = etl.limits(table, 'bar') >>> minv 1 >>> maxv 3 The `field` ...	[ "def", "limits", "(", "table", ",", "field", ")", ":", "vals", "=", "iter", "(", "values", "(", "table", ",", "field", ")", ")", "try", ":", "minv", "=", "maxv", "=", "next", "(", "vals", ")", "except", "StopIteration", ":", "return", "None", ",", ...	23.321429	21.107143
def enter_node(self, ir_node): """ Enter the given element; keeps track of `cdata`; subclasses may extend by overriding """ this_is_cdata = (isinstance(ir_node, Element) and ir_node.name in self.cdata_elements) self.state['is_cdata'] = bool(self.s...	[ "def", "enter_node", "(", "self", ",", "ir_node", ")", ":", "this_is_cdata", "=", "(", "isinstance", "(", "ir_node", ",", "Element", ")", "and", "ir_node", ".", "name", "in", "self", ".", "cdata_elements", ")", "self", ".", "state", "[", "'is_cdata'", "]...	43.875	13.625
def to_rectified(self, x, y): """ Convert the input (x, y) positions from the original (unrectified) image to the rectified image. Parameters ---------- x, y: float or array-like of float The zero-index pixel coordinates in the original (unrectif...	[ "def", "to_rectified", "(", "self", ",", "x", ",", "y", ")", ":", "return", "self", ".", "_reproject", "(", "self", ".", "wcs_original", ",", "self", ".", "wcs_rectified", ")", "(", "x", ",", "y", ")" ]	30	18.210526
def match_member_id(self, member_conf, current_member_confs): """ Attempts to find an id for member_conf where fom current members confs there exists a element. Returns the id of an element of current confs WHERE member_conf.host and element.host are EQUAL or map to same host ...	[ "def", "match_member_id", "(", "self", ",", "member_conf", ",", "current_member_confs", ")", ":", "if", "current_member_confs", "is", "None", ":", "return", "None", "for", "curr_mem_conf", "in", "current_member_confs", ":", "if", "is_same_address", "(", "member_conf...	38.133333	18.933333
def get_start_time_metadata(self): """Gets the metadata for the assessment start time. return: (osid.Metadata) - metadata for the start time compliance: mandatory -- This method must be implemented. """ # Implemented from template for osid.resource.ResourceForm.get_group_meta...	[ "def", "get_start_time_metadata", "(", "self", ")", ":", "# Implemented from template for osid.resource.ResourceForm.get_group_metadata_template", "metadata", "=", "dict", "(", "self", ".", "_mdata", "[", "'start_time'", "]", ")", "metadata", ".", "update", "(", "{", "'...	44.727273	22.181818
def split(self, split_on): """ Splits the AST if its operation is `split_on` (i.e., return all the arguments). Otherwise, return a list with just the AST. """ if self.op in split_on: return list(self.args) else: return [ self ]	[ "def", "split", "(", "self", ",", "split_on", ")", ":", "if", "self", ".", "op", "in", "split_on", ":", "return", "list", "(", "self", ".", "args", ")", "else", ":", "return", "[", "self", "]" ]	38.428571	19.285714
def textrank(self, sentence, topK=20, withWeight=False, allowPOS=('ns', 'n', 'vn', 'v'), withFlag=False): """ Extract keywords from sentence using TextRank algorithm. Parameter: - topK: return how many top keywords. `None` for all possible words. - withWeight: if True, re...	[ "def", "textrank", "(", "self", ",", "sentence", ",", "topK", "=", "20", ",", "withWeight", "=", "False", ",", "allowPOS", "=", "(", "'ns'", ",", "'n'", ",", "'vn'", ",", "'v'", ")", ",", "withFlag", "=", "False", ")", ":", "self", ".", "pos_filt",...	42.55	18.95
def sample(self, n=1): """ Returns one or more samples from this probability distribution. :param int n: Number of samples to return. :return numpy.ndarray: An array containing samples from the distribution of shape ``(n, d)``, where ``d`` is the number of random...	[ "def", "sample", "(", "self", ",", "n", "=", "1", ")", ":", "samples", "=", "np", ".", "empty", "(", "(", "n", ",", "self", ".", "n_rvs", ")", ")", "idxs_to_sample", "=", "np", ".", "arange", "(", "n", ")", "iters", "=", "0", "while", "idxs_to_...	33.851852	25.777778
def plot_energy( data, kind="kde", bfmi=True, figsize=None, legend=True, fill_alpha=(1, 0.75), fill_color=("C0", "C5"), bw=4.5, textsize=None, fill_kwargs=None, plot_kwargs=None, ax=None, ): """Plot energy transition distribution and marginal energy distribution in HM...	[ "def", "plot_energy", "(", "data", ",", "kind", "=", "\"kde\"", ",", "bfmi", "=", "True", ",", "figsize", "=", "None", ",", "legend", "=", "True", ",", "fill_alpha", "=", "(", "1", ",", "0.75", ")", ",", "fill_color", "=", "(", "\"C0\"", ",", "\"C5...	29.264706	23.875
def s_to_ev(offset_us, source_to_detector_m, array): """convert time (s) to energy (eV) Parameters: =========== numpy array of time in s offset_us: float. Delay of detector in us source_to_detector_m: float. Distance source to detector in m Returns: ======== numpy array of energy in...	[ "def", "s_to_ev", "(", "offset_us", ",", "source_to_detector_m", ",", "array", ")", ":", "lambda_a", "=", "3956.", "", "(", "array", "+", "offset_us", "", "1e-6", ")", "/", "source_to_detector_m", "return", "(", "81.787", "/", "pow", "(", "lambda_a", ","...	31.285714	17.642857
def portfolio_byvalue( weights, steps, min_values, max_values=1e9, total_portfolio_value=10000 ): """ For a long only portfolio, convert the continuous weights to a discrete allocation using Mixed Integer Linear Programming. This function assumes that we buy some asset based on value instead of shar...	[ "def", "portfolio_byvalue", "(", "weights", ",", "steps", ",", "min_values", ",", "max_values", "=", "1e9", ",", "total_portfolio_value", "=", "10000", ")", ":", "import", "pulp", "if", "not", "isinstance", "(", "weights", ",", "dict", ")", ":", "raise", "...	42.359375	19.515625
def convert_linalg_gemm2(node, **kwargs): """Map MXNet's _linalg_gemm2 operator attributes to onnx's MatMul and Transpose operators based on the values set for transpose_a, transpose_b attributes. Return multiple nodes created. """ name, input_nodes, attrs = get_inputs(node, kwargs) # Getti...	[ "def", "convert_linalg_gemm2", "(", "node", ",", "", "", "kwargs", ")", ":", "name", ",", "input_nodes", ",", "attrs", "=", "get_inputs", "(", "node", ",", "kwargs", ")", "# Getting the attributes and assigning default values.", "alpha", "=", "float", "(", "at...	29.108434	15.674699
def _parse_wikiheadlines(path): """Generates examples from Wikiheadlines dataset file.""" lang_match = re.match(r".*\.([a-z][a-z])-([a-z][a-z])$", path) assert lang_match is not None, "Invalid Wikiheadlines filename: %s" % path l1, l2 = lang_match.groups() with tf.io.gfile.GFile(path) as f: for line in f:...	[ "def", "_parse_wikiheadlines", "(", "path", ")", ":", "lang_match", "=", "re", ".", "match", "(", "r\".*\\.([a-z][a-z])-([a-z][a-z])$\"", ",", "path", ")", "assert", "lang_match", "is", "not", "None", ",", "\"Invalid Wikiheadlines filename: %s\"", "%", "path", "l1",...	34.583333	17
def detect(abf,sweep=None,threshold_upslope=50,dT=.1,saveToo=True): """ An AP will be detected by a upslope that exceeds 50V/s. Analyzed too. if type(sweep) is int, graph int(sweep) if sweep==None, process all sweeps sweep. """ if type(sweep) is int: sweeps=[sweep] else: ...	[ "def", "detect", "(", "abf", ",", "sweep", "=", "None", ",", "threshold_upslope", "=", "50", ",", "dT", "=", ".1", ",", "saveToo", "=", "True", ")", ":", "if", "type", "(", "sweep", ")", "is", "int", ":", "sweeps", "=", "[", "sweep", "]", "else",...	44.325581	18.27907
def remove_temporary_source(self): """Remove the source files from this requirement, if they are marked for deletion""" if self.is_bundle or os.path.exists(self.delete_marker_filename): logger.info('Removing source in %s' % self.source_dir) if self.source_dir: ...	[ "def", "remove_temporary_source", "(", "self", ")", ":", "if", "self", ".", "is_bundle", "or", "os", ".", "path", ".", "exists", "(", "self", ".", "delete_marker_filename", ")", ":", "logger", ".", "info", "(", "'Removing source in %s'", "%", "self", ".", ...	47.636364	10.818182
def add_to_session(request, template_name="index.html", **kwargs): 'Add some info to a session in a place that django-plotly-dash can pass to a callback' django_plotly_dash = request.session.get("django_plotly_dash", dict()) session_add_count = django_plotly_dash.get('add_counter', 0) django_plotly_da...	[ "def", "add_to_session", "(", "request", ",", "template_name", "=", "\"index.html\"", ",", "", "", "kwargs", ")", ":", "django_plotly_dash", "=", "request", ".", "session", ".", "get", "(", "\"django_plotly_dash\"", ",", "dict", "(", ")", ")", "session_add_c...	47.2	31.2
def send_markdown(self, agent_id, user_ids, content, party_ids='', tag_ids=''): """markdown消息 https://work.weixin.qq.com/api/doc#90000/90135/90236/markdown%E6%B6%88%E6%81%AF > 目前仅支持markdown语法的子集 > 微工作台（原企业号）不支持展示markdown消息 :param agent_id: 企业应用的id，整型。可在应用的设置页面查看 :type ...	[ "def", "send_markdown", "(", "self", ",", "agent_id", ",", "user_ids", ",", "content", ",", "party_ids", "=", "''", ",", "tag_ids", "=", "''", ")", ":", "msg", "=", "{", "\"msgtype\"", ":", "\"markdown\"", ",", "\"markdown\"", ":", "{", "\"content\"", ":...	33.69697	16.666667
def reverse(viewname, subdomain=None, scheme=None, args=None, kwargs=None, current_app=None): """ Reverses a URL from the given parameters, in a similar fashion to :meth:`django.core.urlresolvers.reverse`. :param viewname: the name of URL :param subdomain: the subdomain to use for URL rever...	[ "def", "reverse", "(", "viewname", ",", "subdomain", "=", "None", ",", "scheme", "=", "None", ",", "args", "=", "None", ",", "kwargs", "=", "None", ",", "current_app", "=", "None", ")", ":", "urlconf", "=", "settings", ".", "SUBDOMAIN_URLCONFS", ".", "...	41.363636	20
def t_less_variable(self, t): r'@@?[\w-]+\|@\{[^@\}]+\}' v = t.value.lower() if v in reserved.tokens: t.type = reserved.tokens[v] if t.type == "css_media": t.lexer.push_state("mediaquery") elif t.type == "css_import": t.lexer.pus...	[ "def", "t_less_variable", "(", "self", ",", "t", ")", ":", "v", "=", "t", ".", "value", ".", "lower", "(", ")", "if", "v", "in", "reserved", ".", "tokens", ":", "t", ".", "type", "=", "reserved", ".", "tokens", "[", "v", "]", "if", "t", ".", ...	34.5	7.9
def get_bundle_imported_services(self, bundle): """ Returns this bundle's ServiceReference list for all services it is using or returns None if this bundle is not using any services. A bundle is considered to be using a service if its use count for that service is greater than ze...	[ "def", "get_bundle_imported_services", "(", "self", ",", "bundle", ")", ":", "with", "self", ".", "__svc_lock", ":", "return", "sorted", "(", "self", ".", "__bundle_imports", ".", "get", "(", "bundle", ",", "[", "]", ")", ")" ]	45.3125	21.1875
def loadTargetPatterns(self, filename, cols = None, everyNrows = 1, delim = ' ', checkEven = 1): """ Loads targets as patterns from file. """ self.loadTargetPatternssFromFile(filename, cols, everyNrows, delim, checkEven...	[ "def", "loadTargetPatterns", "(", "self", ",", "filename", ",", "cols", "=", "None", ",", "everyNrows", "=", "1", ",", "delim", "=", "' '", ",", "checkEven", "=", "1", ")", ":", "self", ".", "loadTargetPatternssFromFile", "(", "filename", ",", "cols", ",...	45	13.285714
def parse_gpr(str_expr): """parse gpr into AST Parameters ---------- str_expr : string string with the gene reaction rule to parse Returns ------- tuple elements ast_tree and gene_ids as a set """ str_expr = str_expr.strip() if len(str_expr) == 0: return...	[ "def", "parse_gpr", "(", "str_expr", ")", ":", "str_expr", "=", "str_expr", ".", "strip", "(", ")", "if", "len", "(", "str_expr", ")", "==", "0", ":", "return", "None", ",", "set", "(", ")", "for", "char", ",", "escaped", "in", "replacements", ":", ...	29.423077	17.807692
def mine_sub_trees(self, threshold): """ Generate subtrees and mine them for patterns. """ patterns = {} mining_order = sorted(self.frequent.keys(), key=lambda x: self.frequent[x]) # Get items in tree in reverse order of occurrences. ...	[ "def", "mine_sub_trees", "(", "self", ",", "threshold", ")", ":", "patterns", "=", "{", "}", "mining_order", "=", "sorted", "(", "self", ".", "frequent", ".", "keys", "(", ")", ",", "key", "=", "lambda", "x", ":", "self", ".", "frequent", "[", "x", ...	35.875	15.583333
def add_input_variable(self, var): """Adds the argument variable as one of the input variable""" assert(isinstance(var, Variable)) self.input_variable_list.append(var)	[ "def", "add_input_variable", "(", "self", ",", "var", ")", ":", "assert", "(", "isinstance", "(", "var", ",", "Variable", ")", ")", "self", ".", "input_variable_list", ".", "append", "(", "var", ")" ]	47	2.75
def atlas_peer_get_health( peer_hostport, peer_table=None ): """ Get the health score for a peer. Health is: (number of responses received / number of requests sent) """ with AtlasPeerTableLocked(peer_table) as ptbl: # availability score: number of responses / number of requests num...	[ "def", "atlas_peer_get_health", "(", "peer_hostport", ",", "peer_table", "=", "None", ")", ":", "with", "AtlasPeerTableLocked", "(", "peer_table", ")", "as", "ptbl", ":", "# availability score: number of responses / number of requests", "num_responses", "=", "0", "num_req...	35	15.8
def receivables_account(self) -> Account: """ Returns receivables account. Receivables account is assumed to be the one were invoice rows were recorded. :return: Account or None """ row = AccountEntry.objects.filter(source_invoice=self).order_by('id').first() return row.a...	[ "def", "receivables_account", "(", "self", ")", "->", "Account", ":", "row", "=", "AccountEntry", ".", "objects", ".", "filter", "(", "source_invoice", "=", "self", ")", ".", "order_by", "(", "'id'", ")", ".", "first", "(", ")", "return", "row", ".", "...	48.142857	18.714286
def replace(iterable, pred, substitutes, count=None, window_size=1): """Yield the items from iterable, replacing the items for which pred returns ``True`` with the items from the iterable substitutes. >>> iterable = [1, 1, 0, 1, 1, 0, 1, 1] >>> pred = lambda x: x == 0 >>> substitu...	[ "def", "replace", "(", "iterable", ",", "pred", ",", "substitutes", ",", "count", "=", "None", ",", "window_size", "=", "1", ")", ":", "if", "window_size", "<", "1", ":", "raise", "ValueError", "(", "'window_size must be at least 1'", ")", "# Save the substitu...	40.152542	21.389831
def get_index(self, label): """ Find the index of the input ``label``. Parameters ---------- labels : int The label numbers to find. Returns ------- index : int The array index. Raises ------ ValueError ...	[ "def", "get_index", "(", "self", ",", "label", ")", ":", "self", ".", "check_labels", "(", "label", ")", "return", "np", ".", "searchsorted", "(", "self", ".", "labels", ",", "label", ")" ]	19.545455	19.272727
def _represent_ordereddict(dump, tag, mapping, flow_style=None): """PyYAML representer function for OrderedDict. This is needed for yaml.safe_dump() to support OrderedDict. Courtesy: https://blog.elsdoerfer.name/2012/07/26/make-pyyaml-output-an-ordereddict/ """ value = [] node = yaml.Mappin...	[ "def", "_represent_ordereddict", "(", "dump", ",", "tag", ",", "mapping", ",", "flow_style", "=", "None", ")", ":", "value", "=", "[", "]", "node", "=", "yaml", ".", "MappingNode", "(", "tag", ",", "value", ",", "flow_style", "=", "flow_style", ")", "i...	41	15.333333
def keys(self): """Get all the block names in the dataset""" names = [] for i in range(self.n_blocks): names.append(self.get_block_name(i)) return names	[ "def", "keys", "(", "self", ")", ":", "names", "=", "[", "]", "for", "i", "in", "range", "(", "self", ".", "n_blocks", ")", ":", "names", ".", "append", "(", "self", ".", "get_block_name", "(", "i", ")", ")", "return", "names" ]	31.833333	12.833333
def parse_field(data, field_cfg, target, is_optional=False): """ Recursively parses response according to configuration :param data: response or its part :param field_cfg: field configuration :param target: target object for parsed data :param is_optional: optional sign ...	[ "def", "parse_field", "(", "data", ",", "field_cfg", ",", "target", ",", "is_optional", "=", "False", ")", ":", "field_type", "=", "field_cfg", "[", "Field", ".", "FIELD_TYPE", "]", "field_key", "=", "field_cfg", "[", "Field", ".", "FIELD_KEY", "]", "if", ...	49.532258	18.854839
def create_network(self, tenant_name, network, subnet, dhcp_range=True): """Create network on the DCNM. :param tenant_name: name of tenant the network belongs to :param network: network parameters :param subnet: subnet parameters of the network """ ...	[ "def", "create_network", "(", "self", ",", "tenant_name", ",", "network", ",", "subnet", ",", "dhcp_range", "=", "True", ")", ":", "seg_id", "=", "str", "(", "network", ".", "segmentation_id", ")", "subnet_ip_mask", "=", "subnet", ".", "cidr", ".", "split"...	41.5	16.548387
def item_enclosure_url(self, item): """ Return an image for enclosure. """ try: url = item.image.url except (AttributeError, ValueError): img = BeautifulSoup(item.html_content, 'html.parser').find('img') url = img.get('src') if img else None ...	[ "def", "item_enclosure_url", "(", "self", ",", "item", ")", ":", "try", ":", "url", "=", "item", ".", "image", ".", "url", "except", "(", "AttributeError", ",", "ValueError", ")", ":", "img", "=", "BeautifulSoup", "(", "item", ".", "html_content", ",", ...	34.866667	10.866667
def _spectrum(self, photon_energy): """Compute intrinsic synchrotron differential spectrum for energies in ``photon_energy`` Compute synchrotron for random magnetic field according to approximation of Aharonian, Kelner, and Prosekin 2010, PhysRev D 82, 3002 (`arXiv:1006.1045 <ht...	[ "def", "_spectrum", "(", "self", ",", "photon_energy", ")", ":", "outspecene", "=", "_validate_ene", "(", "photon_energy", ")", "from", "scipy", ".", "special", "import", "cbrt", "def", "Gtilde", "(", "x", ")", ":", "\"\"\"\n AKP10 Eq. D7\n\n ...	30.724638	20.623188
def update_checksum(self, progress_callback=None, chunk_size=None, checksum_kwargs=None, kwargs): """Update checksum based on file.""" self.checksum = self.storage(kwargs).checksum( progress_callback=progress_callback, chunk_size=chunk_size, **(checksu...	[ "def", "update_checksum", "(", "self", ",", "progress_callback", "=", "None", ",", "chunk_size", "=", "None", ",", "checksum_kwargs", "=", "None", ",", "", "", "kwargs", ")", ":", "self", ".", "checksum", "=", "self", ".", "storage", "(", "", "", "...	55.166667	15.166667
def plotSkymapCatalog(lon,lat,kwargs): """ Plot a catalog of coordinates on a full-sky map. """ fig = plt.figure() ax = plt.subplot(111,projection=projection) drawSkymapCatalog(ax,lon,lat,kwargs)	[ "def", "plotSkymapCatalog", "(", "lon", ",", "lat", ",", "", "", "kwargs", ")", ":", "fig", "=", "plt", ".", "figure", "(", ")", "ax", "=", "plt", ".", "subplot", "(", "111", ",", "projection", "=", "projection", ")", "drawSkymapCatalog", "(", "ax"...	31	5.571429
def create_placeholder(self, slot="blog_contents", role='m', title=None): """ Create a placeholder on this blog entry. To fill the content items, use :func:`ContentItemModel.objects.create_for_placeholder() <fluent_contents.models.managers.ContentItemManager.create_for_placeholder>`. ...	[ "def", "create_placeholder", "(", "self", ",", "slot", "=", "\"blog_contents\"", ",", "role", "=", "'m'", ",", "title", "=", "None", ")", ":", "return", "Placeholder", ".", "objects", ".", "create_for_object", "(", "self", ",", "slot", ",", "role", "=", ...	47.1	29.3
def get_label(self, function = None, offset = None): """ Retrieves the label for the given function of this module or the module base address if no function name is given. @type function: str @param function: (Optional) Exported function name. @type offset: int ...	[ "def", "get_label", "(", "self", ",", "function", "=", "None", ",", "offset", "=", "None", ")", ":", "return", "_ModuleContainer", ".", "parse_label", "(", "self", ".", "get_name", "(", ")", ",", "function", ",", "offset", ")" ]	37.4	23.4
def bismark_alignment_chart (self): """ Make the alignment plot """ # Specify the order of the different possible categories keys = OrderedDict() keys['aligned_reads'] = { 'color': '#2f7ed8', 'name': 'Aligned Uniquely' } keys['ambig_reads'] = { 'color': '#492970', 'name': ...	[ "def", "bismark_alignment_chart", "(", "self", ")", ":", "# Specify the order of the different possible categories", "keys", "=", "OrderedDict", "(", ")", "keys", "[", "'aligned_reads'", "]", "=", "{", "'color'", ":", "'#2f7ed8'", ",", "'name'", ":", "'Aligned Uniquel...	40.130435	22.869565

def downloaded(name, artifact, target_dir='/tmp', target_file=None): ''' Ensures that the artifact from nexus exists at given location. If it doesn't exist, then it will be downloaded. If it already exists then the checksum of existing file is checked against checksum in nexus. If it is different then t...

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33.892857

22.440476

def plot_i(self, colorbar=True, cb_orientation='vertical', cb_label=None, ax=None, show=True, fname=None, **kwargs): """ Plot the dimensionless quantity I of Pedersen and Rasmussen (1990) I = -(I2/2)**2 / (I1/3)**3 that is bounded by 0 and 1. Usage --...

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38.55

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def nn_dims(self, x, y, dims_x, dims_y, k=1, radius=np.inf, eps=0.0, p=2): """Find the k nearest neighbors of a subset of dims of x and y in the observed output data @see Databag.nn() for argument description @return distance and indexes of found nearest neighbors. """ if self.s...

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54.368421

22.210526

def key_exists(hive, key, use_32bit_registry=False): ''' Check that the key is found in the registry. This refers to keys and not value/data pairs. To check value/data pairs, use ``value_exists`` Args: hive (str): The hive to connect to key (str): The key to check use_32bit_r...

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26.340909

24.340909

def add_proof(self, text, publisher_account, keeper): """Add a proof to the DDO, based on the public_key id/index and signed with the private key add a static proof to the DDO, based on one of the public keys.""" # just incase clear out the current static proof property self._proof = No...

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45.416667

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def _post_run_hook(self, runtime): ''' generates a report showing nine slices, three per axis, of an arbitrary volume of `in_files`, with the resulting segmentation overlaid ''' outputs = self.aggregate_outputs(runtime=runtime) self._melodic_dir = outputs.out_dir NIWORKF...

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42.1

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def source_start(base='', book_id='book'): """ chooses a starting source file in the 'base' directory for id = book_id """ repo_htm_path = "{book_id}-h/{book_id}-h.htm".format(book_id=book_id) possible_paths = ["book.asciidoc", repo_htm_path, "{}-0.tx...

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30.727273

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def filter_by_meta(data, df, join_meta=False, **kwargs): """Filter by and join meta columns from an IamDataFrame to a pd.DataFrame Parameters ---------- data: pd.DataFrame instance DataFrame to which meta columns are to be joined, index or columns must include `['model', 'scenario']` ...

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40.075472

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def check_recursion_depth(self): """Check recursion depth, raise AsyncRecursionError if too deep.""" from furious.async import MAX_DEPTH recursion_options = self._options.get('_recursion', {}) max_depth = recursion_options.get('max', MAX_DEPTH) # Check if recursion check has be...

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47.363636

20.181818

def _get_specified_sub_menu_template_name(self, level): """ Called by get_sub_menu_template(). Iterates through the various ways in which developers can specify potential sub menu templates for a menu, and returns the name of the most suitable template for the ``current_level``. ...

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45.861111

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def convert_radian(coord, *variables): """Convert the given coordinate from radian to degree Parameters ---------- coord: xr.Variable The variable to transform ``*variables`` The variables that are on the same unit. Returns ------- xr.Variable The transformed va...

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27.222222

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def eventFilter(self, targetObj, event_qt): """ Intercept keyboard events and pass them on to the key parser and/or applet and/or widget. The handler only intercepts keyboard events and lets Qt handle the remaining ones (eg. mouse clicks) as usual. |Args| * ``t...

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40.153153

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def violations(self, src_path): """ Return a list of Violations recorded in `src_path`. """ if not any(src_path.endswith(ext) for ext in self.driver.supported_extensions): return [] if src_path not in self.violations_dict: if self.reports: ...

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48.782609

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def vra(self,*args,**kwargs): """ NAME: vra PURPOSE: return velocity in right ascension (km/s) INPUT: t - (optional) time at which to get vra (can be Quantity) obs=[X,Y,Z,vx,vy,vz] - (optional) position and velocity of observer ...

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32.978723

25.829787

def pull_session(session_id=None, url='default', io_loop=None, arguments=None): ''' Create a session by loading the current server-side document. ``session.document`` will be a fresh document loaded from the server. While the connection to the server is open, changes made on the server side will be app...

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41.87931

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def clone(self, callable=None, **overrides): """Clones the Callable optionally with new settings Args: callable: New callable function to wrap **overrides: Parameter overrides to apply Returns: Cloned Callable object """ old = {k: v for k, v ...

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35.866667

14.933333

def process_tx_receipt(tx_hash, event, event_name): """ Wait until the tx receipt is processed. :param tx_hash: hash of the transaction :param event: AttributeDict with the event data. :param event_name: name of the event to subscribe, str :return: """ web3 = Web3Provider.get_web3() ...

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40.551724

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def _request_exc_message(exc): """ Return a reasonable exception message from a :exc:`request.exceptions.RequestException` exception. The approach is to dig deep to the original reason, if the original exception is present, skipping irrelevant exceptions such as `urllib3.exceptions.MaxRetryErro...

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35.028571

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def get_query_rows(self, job_id, offset=None, limit=None, timeout=0): """Retrieve a list of rows from a query table by job id. This method will append results from multiple pages together. If you want to manually page through results, you can use `get_query_results` method directly. ...

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41.613636

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def get(self): """ Retrieve the current configured SharedStorages entries :return: [list] List containing the current SharedStorages entries """ request = self._call(GetSharedStorages) response = request.commit() return response['Value']

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35.75

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def setup(self, builder: Builder): """Performs this component's simulation setup. The ``setup`` method is automatically called by the simulation framework. The framework passes in a ``builder`` object which provides access to a variety of framework subsystems and metadata. Para...

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48

30.53125

def to_csv(data, field_names=None, filename='data.csv', overwrite=True, write_headers=True, append=False, flat=True, primary_fields=None, sort_fields=True): """ DEPRECATED Write a list of dicts to a csv file :param data: List of dicts :param field_names: The ...

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35.968254

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def type_description_from_node(gi_node): ''' Parse a typed node, returns a usable description ''' ctype_name, gi_name, array_nesting = unnest_type (gi_node) cur_ns = get_namespace(gi_node) if ctype_name is not None: type_tokens = __type_tokens_from_cdecl (ctype_name) else: ...

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30.333333

22.555556

def modify_fw_device(self, tenant_id, fw_id, data): """Modifies the firewall cfg. """ drvr_dict, mgmt_ip = self.sched_obj.get_fw_dev_map(fw_id) return drvr_dict.get('drvr_obj').modify_fw(tenant_id, data)

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56

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def _buffer(self, event: Message): """ Buffers an event, if applicable. """ if isinstance(event, BytesMessage): self._byte_buffer.write(event.data) elif isinstance(event, TextMessage): self._string_buffer.write(event.data)

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34.875

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def membership_in(self, organization): """Retrieve the user's membership in the specified organization.""" url = self._build_url('user', 'memberships', 'orgs', str(organization)) json = self._json(self._get(url), 200) return Membership(json, self)

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50.666667

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def generic_commit_and_try_merge2master_wf(git_action, file_content, doc_id, auth_info, parent_sha, commi...

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50.421053

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def create_dispatcher(self): """ Return a dispatcher for configured channels. """ before_context = max(self.args.before_context, self.args.context) after_context = max(self.args.after_context, self.args.context) if self.args.files_with_match is not None or self.args.coun...

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49.117647

23.117647

def l2n(l, c): "host to network long" c = [] c.append(int((l >> 24) & U32(0xFF))) c.append(int((l >> 16) & U32(0xFF))) c.append(int((l >> 8) & U32(0xFF))) c.append(int((l ) & U32(0xFF))) return c

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def modification_changed(self, state=None, index=None, editor_id=None): """ Current editor's modification state has changed --> change tab title depending on new modification state --> enable/disable save/save all actions """ if editor_id is not None: f...

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def get_random_ontology(TOP_RANGE=10, pattern=""): """for testing purposes. Returns a random ontology/graph""" choices = get_localontologies(pattern=pattern) try: ontouri = choices[random.randint(0, TOP_RANGE)] # [0] except: ontouri = choices[0] print("Testing with URI: %s" % ontour...

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def histogram(self, key, **dims): """Adds histogram with dimensions to the registry""" return super(RegexRegistry, self).histogram(self._get_key(key), **dims)

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def fetchJobStoreFiles(jobStore, options): """ Takes a list of file names as glob patterns, searches for these within a given directory, and attempts to take all of the files found and copy them into options.localFilePath. :param jobStore: A fileJobStore object. :param options.fetch: List of fi...

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def setup_toolbar(self): """Setup the toolbar.""" self.savefig_btn = create_toolbutton( self, icon=ima.icon('filesave'), tip=_("Save Image As..."), triggered=self.emit_save_figure) self.delfig_btn = create_toolbutton( self, icon=ima.icon('editclear...

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def build_multiple_tocs(filenames: list, ordered: bool = False, no_links: bool = False, no_indentation: bool = False, no_list_coherence: bool = False, keep_header_levels: int = 3, ...

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def make_clean_visible_from_raw(_html, tag_replacement_char=' '): '''Takes an HTML-like Unicode (or UTF-8 encoded) string as input and returns a Unicode string with all tags replaced by whitespace. In particular, all Unicode characters inside HTML are replaced with a single whitespace character. Th...

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def isValid(self) -> bool: '''Determine if the statement, expression or directive is valid. Otherwise the parser will continue until a valid multi-line expression or statement can be found.''' if not self.values: return True try: if self.category() == 'dir...

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def choice_info(self): """View .info file """ info = ReadSBo(self.sbo_url).info(self.name, ".info") fill = self.fill_pager(info) self.pager(info + fill)

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def connection_lost(self, exc): ''' override asyncio.Protocol ''' self._connected = False logging.debug( 'Connection lost (address: {} port: {})' .format(self.remote_ip, self.port)) for pid, (future, task) in self._requests.items(): t...

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def _generate_union_tag_property(self, union): """Emits union instance property representing union state.""" self.emit_wrapped_text( 'Represents the union\'s current tag state.', prefix=comment_prefix) self.emit( fmt_property_str( prop='tag', t...

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def plot_report(report, success_name, fail_names, label=None, is_max_confidence=True, linewidth=LINEWIDTH, plot_upper_bound=True): """ Plot a success fail curve from a confidence report :param report: A confidence report (the type of object saved by make_confide...

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def _parse(self, test_spec_str): """Parses a test specification string into an object that can yield corresponding tests. Tests can be specified in one of four forms: * [classname] * [classname]#[methodname] * [fully qualified classname]#[methodname] * [fully qualified classname]#[methodname] ...

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def level3_initialize(self): """Load abspath, dirname, basename, fname, ext, atime, ctime, mtime, size_on_disk attributes in initialization. **中文文档** 比较全面但稍慢的WinFile对象初始化方法, 从绝对路径中取得: - 绝对路径 - 父目录路径 - 文件全名 - 纯文件名 - 文件扩展名 ...

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def shuffle(self, func, num_splits=None, **kwargs): """Shuffle the order of the data in this axis based on the `func`. Extends `BaseFrameAxisPartition.shuffle`. :param func: :param num_splits: :param kwargs: :return: """ if num_splits is None: ...

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def parse_elements(elements): """Parse essential fix's data elements. Args: elements (list): Data values for fix Returns: Fix: Fix object representing data """ if not len(elements) in (14, 15): raise ValueError('Invalid GGA fix data') ...

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def remove_environment(self, name=None, path=None, **kwargs): """ Remove an environment entirely. See ``remove``. """ return self.remove(name=name, path=path, all=True, **kwargs)

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def import_events(self, source='wonambi'): """action: import events from text file (Wonambi or RemLogic).""" if self.annot is None: # remove if buttons are disabled self.parent.statusBar().showMessage('No score file loaded') return if 'wonambi' == source: fo...

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def inspect(source: dict): """ Inspects the data and structure of the source dictionary object and adds the results to the display for viewing. :param source: A dictionary object to be inspected. :return: """ r = _get_report() r.append_body(render.inspect(source))

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def _delAccountRights(sidObject, user_right): ''' helper function to remove an account right from a user ''' try: _polHandle = win32security.LsaOpenPolicy(None, win32security.POLICY_ALL_ACCESS) user_rights_list = [user_right] _ret = win32security.LsaRemoveAccountRights(_polHandle...

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def configure(self, options, config): """Configures the xunit plugin.""" Plugin.configure(self, options, config) self.config = config if self.enabled: self.jinja = Environment( loader=FileSystemLoader(os.path.join(os.path.dirname(__file__), 'templates')), ...

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def _replace_fun_unescape(m): """ Decode single hex/unicode escapes found in regex matches. Supports single hex/unicode escapes of the form ``'\\xYY'``, ``'\\uYYYY'``, and ``'\\UYYYYYYYY'`` where Y is a hex digit. Only decodes if there is an odd number of backslashes. .. versionadded:: 0.2 Pa...

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def area_top_orifice(self): """Estimate the orifice area corresponding to the top row of orifices. Another solution method is to use integration to solve this problem. Here we use the width of the stout weir in the center of the top row to estimate the area of the top orifice """...

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def result_report_parameters(self): """Report metric parameters Returns ------- str result report in string format """ output = self.ui.data(field='Evaluated length', value=self.evaluated_length_seconds, unit='sec') + '\n' output += self.ui.data(fie...

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def imm_params(imm): ''' imm_params(imm) yields a dictionary of the parameters of the immutable object imm. ''' return {p: getattr(imm, p) for p in six.iterkeys(_imm_param_data(imm))}

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39

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def output(id, url): """ View the files from a job. """ try: experiment = ExperimentClient().get(normalize_job_name(id)) except FloydException: experiment = ExperimentClient().get(id) output_dir_url = "%s/%s/files" % (floyd.floyd_web_host, experiment.name) if url: fl...

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def addMibSource(self, *mibSources): """Adds path to repository to search PySNMP MIB files. Parameters ---------- *mibSources : one or more paths to search or Python package names to import and search for PySNMP MIB modules. Returns ------- ...

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30.285714

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def char_spacing(self, dots): '''Specifes character spacing in dots. Args: dots: the character spacing you desire, in dots Returns: None Raises: RuntimeError: Invalid dot amount. ''' if dots in range(0,127): self.se...

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def _check_subject_identifier_matches_requested(self, authentication_request, sub): # type (oic.message.AuthorizationRequest, str) -> None """ Verifies the subject identifier against any requested subject identifier using the claims request parameter. :param authentication_request: authe...

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def get(self): """Return the computed statistics over the gathered data""" values = self.reservoir.sorted_values def safe(f, *args): try: return f(values, *args) except exceptions.StatisticsError: return 0.0 plevels = [50, 75, 90...

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def year(past=False, min_delta=0, max_delta=20): """Return a random year.""" return dt.date.today().year + _delta(past, min_delta, max_delta)

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49

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def _create_window_function(name, doc=''): """ Create a window function by name """ def _(): sc = SparkContext._active_spark_context jc = getattr(sc._jvm.functions, name)() return Column(jc) _.__name__ = name _.__doc__ = 'Window function: ' + doc return _

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def limits(table, field): """ Find minimum and maximum values under the given field. E.g.:: >>> import petl as etl >>> table = [['foo', 'bar'], ['a', 1], ['b', 2], ['b', 3]] >>> minv, maxv = etl.limits(table, 'bar') >>> minv 1 >>> maxv 3 The `field` ...

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23.321429

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def enter_node(self, ir_node): """ Enter the given element; keeps track of `cdata`; subclasses may extend by overriding """ this_is_cdata = (isinstance(ir_node, Element) and ir_node.name in self.cdata_elements) self.state['is_cdata'] = bool(self.s...

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43.875

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def to_rectified(self, x, y): """ Convert the input (x, y) positions from the original (unrectified) image to the rectified image. Parameters ---------- x, y: float or array-like of float The zero-index pixel coordinates in the original (unrectif...

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30

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def match_member_id(self, member_conf, current_member_confs): """ Attempts to find an id for member_conf where fom current members confs there exists a element. Returns the id of an element of current confs WHERE member_conf.host and element.host are EQUAL or map to same host ...

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def get_start_time_metadata(self): """Gets the metadata for the assessment start time. return: (osid.Metadata) - metadata for the start time *compliance: mandatory -- This method must be implemented.* """ # Implemented from template for osid.resource.ResourceForm.get_group_meta...

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def split(self, split_on): """ Splits the AST if its operation is `split_on` (i.e., return all the arguments). Otherwise, return a list with just the AST. """ if self.op in split_on: return list(self.args) else: return [ self ]

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def textrank(self, sentence, topK=20, withWeight=False, allowPOS=('ns', 'n', 'vn', 'v'), withFlag=False): """ Extract keywords from sentence using TextRank algorithm. Parameter: - topK: return how many top keywords. `None` for all possible words. - withWeight: if True, re...

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42.55

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def sample(self, n=1): """ Returns one or more samples from this probability distribution. :param int n: Number of samples to return. :return numpy.ndarray: An array containing samples from the distribution of shape ``(n, d)``, where ``d`` is the number of random...

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33.851852

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def plot_energy( data, kind="kde", bfmi=True, figsize=None, legend=True, fill_alpha=(1, 0.75), fill_color=("C0", "C5"), bw=4.5, textsize=None, fill_kwargs=None, plot_kwargs=None, ax=None, ): """Plot energy transition distribution and marginal energy distribution in HM...

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def s_to_ev(offset_us, source_to_detector_m, array): """convert time (s) to energy (eV) Parameters: =========== numpy array of time in s offset_us: float. Delay of detector in us source_to_detector_m: float. Distance source to detector in m Returns: ======== numpy array of energy in...

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def portfolio_byvalue( weights, steps, min_values, max_values=1e9, total_portfolio_value=10000 ): """ For a long only portfolio, convert the continuous weights to a discrete allocation using Mixed Integer Linear Programming. This function assumes that we buy some asset based on value instead of shar...

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42.359375

19.515625

def convert_linalg_gemm2(node, **kwargs): """Map MXNet's _linalg_gemm2 operator attributes to onnx's MatMul and Transpose operators based on the values set for transpose_a, transpose_b attributes. Return multiple nodes created. """ name, input_nodes, attrs = get_inputs(node, kwargs) # Getti...

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29.108434

15.674699

def _parse_wikiheadlines(path): """Generates examples from Wikiheadlines dataset file.""" lang_match = re.match(r".*\.([a-z][a-z])-([a-z][a-z])$", path) assert lang_match is not None, "Invalid Wikiheadlines filename: %s" % path l1, l2 = lang_match.groups() with tf.io.gfile.GFile(path) as f: for line in f:...

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34.583333

17

def detect(abf,sweep=None,threshold_upslope=50,dT=.1,saveToo=True): """ An AP will be detected by a upslope that exceeds 50V/s. Analyzed too. if type(sweep) is int, graph int(sweep) if sweep==None, process all sweeps sweep. """ if type(sweep) is int: sweeps=[sweep] else: ...

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44.325581

18.27907

def remove_temporary_source(self): """Remove the source files from this requirement, if they are marked for deletion""" if self.is_bundle or os.path.exists(self.delete_marker_filename): logger.info('Removing source in %s' % self.source_dir) if self.source_dir: ...

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47.636364

10.818182

def add_to_session(request, template_name="index.html", **kwargs): 'Add some info to a session in a place that django-plotly-dash can pass to a callback' django_plotly_dash = request.session.get("django_plotly_dash", dict()) session_add_count = django_plotly_dash.get('add_counter', 0) django_plotly_da...

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47.2

31.2

def send_markdown(self, agent_id, user_ids, content, party_ids='', tag_ids=''): """markdown消息 https://work.weixin.qq.com/api/doc#90000/90135/90236/markdown%E6%B6%88%E6%81%AF > 目前仅支持markdown语法的子集 > 微工作台（原企业号）不支持展示markdown消息 :param agent_id: 企业应用的id，整型。可在应用的设置页面查看 :type ...

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33.69697

16.666667

def reverse(viewname, subdomain=None, scheme=None, args=None, kwargs=None, current_app=None): """ Reverses a URL from the given parameters, in a similar fashion to :meth:`django.core.urlresolvers.reverse`. :param viewname: the name of URL :param subdomain: the subdomain to use for URL rever...

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41.363636

20

def t_less_variable(self, t): r'@@?[\w-]+|@\{[^@\}]+\}' v = t.value.lower() if v in reserved.tokens: t.type = reserved.tokens[v] if t.type == "css_media": t.lexer.push_state("mediaquery") elif t.type == "css_import": t.lexer.pus...

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34.5

7.9

def get_bundle_imported_services(self, bundle): """ Returns this bundle's ServiceReference list for all services it is using or returns None if this bundle is not using any services. A bundle is considered to be using a service if its use count for that service is greater than ze...

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45.3125

21.1875

def loadTargetPatterns(self, filename, cols = None, everyNrows = 1, delim = ' ', checkEven = 1): """ Loads targets as patterns from file. """ self.loadTargetPatternssFromFile(filename, cols, everyNrows, delim, checkEven...

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45

13.285714

def parse_gpr(str_expr): """parse gpr into AST Parameters ---------- str_expr : string string with the gene reaction rule to parse Returns ------- tuple elements ast_tree and gene_ids as a set """ str_expr = str_expr.strip() if len(str_expr) == 0: return...

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29.423077

17.807692

def mine_sub_trees(self, threshold): """ Generate subtrees and mine them for patterns. """ patterns = {} mining_order = sorted(self.frequent.keys(), key=lambda x: self.frequent[x]) # Get items in tree in reverse order of occurrences. ...

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35.875

15.583333

def add_input_variable(self, var): """Adds the argument variable as one of the input variable""" assert(isinstance(var, Variable)) self.input_variable_list.append(var)

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47

2.75

def atlas_peer_get_health( peer_hostport, peer_table=None ): """ Get the health score for a peer. Health is: (number of responses received / number of requests sent) """ with AtlasPeerTableLocked(peer_table) as ptbl: # availability score: number of responses / number of requests num...

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35

15.8

def receivables_account(self) -> Account: """ Returns receivables account. Receivables account is assumed to be the one were invoice rows were recorded. :return: Account or None """ row = AccountEntry.objects.filter(source_invoice=self).order_by('id').first() return row.a...

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48.142857

18.714286

def replace(iterable, pred, substitutes, count=None, window_size=1): """Yield the items from *iterable*, replacing the items for which *pred* returns ``True`` with the items from the iterable *substitutes*. >>> iterable = [1, 1, 0, 1, 1, 0, 1, 1] >>> pred = lambda x: x == 0 >>> substitu...

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40.152542

21.389831

def get_index(self, label): """ Find the index of the input ``label``. Parameters ---------- labels : int The label numbers to find. Returns ------- index : int The array index. Raises ------ ValueError ...

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19.545455

19.272727

def _represent_ordereddict(dump, tag, mapping, flow_style=None): """PyYAML representer function for OrderedDict. This is needed for yaml.safe_dump() to support OrderedDict. Courtesy: https://blog.elsdoerfer.name/2012/07/26/make-pyyaml-output-an-ordereddict/ """ value = [] node = yaml.Mappin...

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41

15.333333

def keys(self): """Get all the block names in the dataset""" names = [] for i in range(self.n_blocks): names.append(self.get_block_name(i)) return names

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31.833333

12.833333

def parse_field(data, field_cfg, target, is_optional=False): """ Recursively parses response according to configuration :param data: response or its part :param field_cfg: field configuration :param target: target object for parsed data :param is_optional: optional sign ...

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49.532258

18.854839

def create_network(self, tenant_name, network, subnet, dhcp_range=True): """Create network on the DCNM. :param tenant_name: name of tenant the network belongs to :param network: network parameters :param subnet: subnet parameters of the network """ ...

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41.5

16.548387

def item_enclosure_url(self, item): """ Return an image for enclosure. """ try: url = item.image.url except (AttributeError, ValueError): img = BeautifulSoup(item.html_content, 'html.parser').find('img') url = img.get('src') if img else None ...

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34.866667

10.866667

def _spectrum(self, photon_energy): """Compute intrinsic synchrotron differential spectrum for energies in ``photon_energy`` Compute synchrotron for random magnetic field according to approximation of Aharonian, Kelner, and Prosekin 2010, PhysRev D 82, 3002 (`arXiv:1006.1045 <ht...

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30.724638

20.623188

def update_checksum(self, progress_callback=None, chunk_size=None, checksum_kwargs=None, **kwargs): """Update checksum based on file.""" self.checksum = self.storage(**kwargs).checksum( progress_callback=progress_callback, chunk_size=chunk_size, **(checksu...

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55.166667

15.166667

def plotSkymapCatalog(lon,lat,**kwargs): """ Plot a catalog of coordinates on a full-sky map. """ fig = plt.figure() ax = plt.subplot(111,projection=projection) drawSkymapCatalog(ax,lon,lat,**kwargs)

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31

5.571429

def create_placeholder(self, slot="blog_contents", role='m', title=None): """ Create a placeholder on this blog entry. To fill the content items, use :func:`ContentItemModel.objects.create_for_placeholder() <fluent_contents.models.managers.ContentItemManager.create_for_placeholder>`. ...

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47.1

29.3

def get_label(self, function = None, offset = None): """ Retrieves the label for the given function of this module or the module base address if no function name is given. @type function: str @param function: (Optional) Exported function name. @type offset: int ...

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37.4

23.4

def bismark_alignment_chart (self): """ Make the alignment plot """ # Specify the order of the different possible categories keys = OrderedDict() keys['aligned_reads'] = { 'color': '#2f7ed8', 'name': 'Aligned Uniquely' } keys['ambig_reads'] = { 'color': '#492970', 'name': ...

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40.130435

22.869565