kejian/codesearchnet-python-linelen40-full

text stringlengths 89 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 630
def _update_nonce_explicit(self): """ Increment the explicit nonce while avoiding any overflow. """ ne = self.nonce_explicit + 1 self.nonce_explicit = ne % 2*(self.nonce_explicit_len 8)	[ "def", "_update_nonce_explicit", "(", "self", ")", ":", "ne", "=", "self", ".", "nonce_explicit", "+", "1", "self", ".", "nonce_explicit", "=", "ne", "%", "2", "*", "(", "self", ".", "nonce_explicit_len", "", "8", ")" ]	37.166667	10.5
def registerErrorHandler(f, ctx): """Register a Python written function to for error reporting. The function is called back as f(ctx, error). """ import sys if 'libxslt' not in sys.modules: # normal behaviour when libxslt is not imported ret = libxml2mod.xmlRegisterErrorHandler(f,ctx)...	[ "def", "registerErrorHandler", "(", "f", ",", "ctx", ")", ":", "import", "sys", "if", "'libxslt'", "not", "in", "sys", ".", "modules", ":", "# normal behaviour when libxslt is not imported", "ret", "=", "libxml2mod", ".", "xmlRegisterErrorHandler", "(", "f", ",", ...	38.769231	12.846154
def to_mapquest_str(self): """ Convert Viewbox object to a string that can be used by `MapQuest <http://www.mapquestapi.com/geocoding/#options>`_ as a query parameter. """ vb = self.convert_srs(4326) return '%s,%s,%s,%s' % (vb.left, vb.top, vb.right, vb.bottom)	[ "def", "to_mapquest_str", "(", "self", ")", ":", "vb", "=", "self", ".", "convert_srs", "(", "4326", ")", "return", "'%s,%s,%s,%s'", "%", "(", "vb", ".", "left", ",", "vb", ".", "top", ",", "vb", ".", "right", ",", "vb", ".", "bottom", ")" ]	38.75	13.5
def polygons_to_geom_dicts(polygons, skip_invalid=True): """ Converts a Polygons element into a list of geometry dictionaries, preserving all value dimensions. For array conversion the following conventions are applied: * Any nan separated array are converted into a MultiPolygon * Any array wi...	[ "def", "polygons_to_geom_dicts", "(", "polygons", ",", "skip_invalid", "=", "True", ")", ":", "interface", "=", "polygons", ".", "interface", ".", "datatype", "if", "interface", "==", "'geodataframe'", ":", "return", "[", "row", ".", "to_dict", "(", ")", "fo...	36.30137	17.150685
def initialize_users(self) -> None: """Load device user data and initialize user management.""" users = self.request('get', pwdgrp_url) self.users = Users(users, self.request)	[ "def", "initialize_users", "(", "self", ")", "->", "None", ":", "users", "=", "self", ".", "request", "(", "'get'", ",", "pwdgrp_url", ")", "self", ".", "users", "=", "Users", "(", "users", ",", "self", ".", "request", ")" ]	49	4.75
def usage(self): """Instance depends on the API version: * 2015-06-15: :class:`UsageOperations<azure.mgmt.storage.v2015_06_15.operations.UsageOperations>` * 2016-01-01: :class:`UsageOperations<azure.mgmt.storage.v2016_01_01.operations.UsageOperations>` * 2016-12-01: :class:`Usa...	[ "def", "usage", "(", "self", ")", ":", "api_version", "=", "self", ".", "_get_api_version", "(", "'usage'", ")", "if", "api_version", "==", "'2015-06-15'", ":", "from", ".", "v2015_06_15", ".", "operations", "import", "UsageOperations", "as", "OperationClass", ...	67.461538	35.384615
def _fetch(self): """forces update of a local cached copy of the real object (regardless of the preference setting self.cache)""" if not self.is_local and not self._obcache_current: #print('fetching data from %s' % self._ref.id) def _remote_fetch(id): retu...	[ "def", "_fetch", "(", "self", ")", ":", "if", "not", "self", ".", "is_local", "and", "not", "self", ".", "_obcache_current", ":", "#print('fetching data from %s' % self._ref.id)", "def", "_remote_fetch", "(", "id", ")", ":", "return", "distob", ".", "engine", ...	52.090909	13.181818
def footprint(self): """Return product footprint.""" product_footprint = self._product_metadata.iter("Product_Footprint") # I don't know why two "Product_Footprint" items are found. for element in product_footprint: global_footprint = None for global_footprint in ...	[ "def", "footprint", "(", "self", ")", ":", "product_footprint", "=", "self", ".", "_product_metadata", ".", "iter", "(", "\"Product_Footprint\"", ")", "# I don't know why two \"Product_Footprint\" items are found.", "for", "element", "in", "product_footprint", ":", "globa...	52.444444	18.111111
def _has_match(self, assembled_summary): '''assembled_summary should be output of _to_cluster_summary_assembled''' if assembled_summary.startswith('yes'): if self.data[0]['var_only'] == '0' or self._to_cluster_summary_has_known_nonsynonymous(assembled_summary) == 'yes': retur...	[ "def", "_has_match", "(", "self", ",", "assembled_summary", ")", ":", "if", "assembled_summary", ".", "startswith", "(", "'yes'", ")", ":", "if", "self", ".", "data", "[", "0", "]", "[", "'var_only'", "]", "==", "'0'", "or", "self", ".", "_to_cluster_sum...	44.777778	25.222222
def _request(self, uri, method='GET', params=None, files=None, headers=None, auth=None): """Override the parent _request method. We have to do this here because FireEye requires some extra authentication steps. """ if params: params['environment_id'] = self.env_id ...	[ "def", "_request", "(", "self", ",", "uri", ",", "method", "=", "'GET'", ",", "params", "=", "None", ",", "files", "=", "None", ",", "headers", "=", "None", ",", "auth", "=", "None", ")", ":", "if", "params", ":", "params", "[", "'environment_id'", ...	33.24	19.8
def render(self, template: str, **vars) -> str: """ Render the named template. The current context will be available to the template as the ``ctx`` variable. :param template: name of the template file :param vars: extra template variables :return: the rendered results ...	[ "def", "render", "(", "self", ",", "template", ":", "str", ",", "", "", "vars", ")", "->", "str", ":", "vars", ".", "setdefault", "(", "'ctx'", ",", "self", ".", "_ctx", ")", "return", "self", ".", "_renderer", ".", "render", "(", "template", ","...	32	16.307692
def updateMappingsOnDeviceType(self, thingTypeId, logicalInterfaceId, mappingsObject, notificationStrategy = "never"): """ Add mappings for a thing type. Parameters: - thingTypeId (string) - the thing type - logicalInterfaceId (string) - the id of the application interfac...	[ "def", "updateMappingsOnDeviceType", "(", "self", ",", "thingTypeId", ",", "logicalInterfaceId", ",", "mappingsObject", ",", "notificationStrategy", "=", "\"never\"", ")", ":", "req", "=", "ApiClient", ".", "oneThingTypeMappingUrl", "%", "(", "self", ".", "host", ...	50.818182	30.878788
def _make_schema_patterns(self) -> None: """Build schema pattern for the receiver and its data descendants.""" self.schema_pattern = self._schema_pattern() for dc in self.data_children(): if isinstance(dc, InternalNode): dc._make_schema_patterns()	[ "def", "_make_schema_patterns", "(", "self", ")", "->", "None", ":", "self", ".", "schema_pattern", "=", "self", ".", "_schema_pattern", "(", ")", "for", "dc", "in", "self", ".", "data_children", "(", ")", ":", "if", "isinstance", "(", "dc", ",", "Intern...	49	3.166667
def _get_structure(self): """ Get the structure we are going to work with. :return: The structure we have to work with. :rtype: dict """ # We initiate an empty variable which is going to save the location of # file we are going to download. structure_fil...	[ "def", "_get_structure", "(", "self", ")", ":", "# We initiate an empty variable which is going to save the location of", "# file we are going to download.", "structure_file", "=", "\"\"", "# We initiate the variable which will save the request instance.", "req", "=", "\"\"", "if", "...	37.555556	23.583333
def _set_init_params(self, qrs_amp_recent, noise_amp_recent, rr_recent, last_qrs_ind): """ Set initial online parameters """ self.qrs_amp_recent = qrs_amp_recent self.noise_amp_recent = noise_amp_recent # What happens if qrs_thr is calculated to b...	[ "def", "_set_init_params", "(", "self", ",", "qrs_amp_recent", ",", "noise_amp_recent", ",", "rr_recent", ",", "last_qrs_ind", ")", ":", "self", ".", "qrs_amp_recent", "=", "qrs_amp_recent", "self", ".", "noise_amp_recent", "=", "noise_amp_recent", "# What happens if ...	41.294118	11.529412
def _schedule_processing_blocks(self): """Schedule Processing Blocks for execution.""" LOG.info('Starting to Schedule Processing Blocks.') while True: time.sleep(0.5) if not self._queue: continue if self._num_pbcs >= self._max_pbcs: ...	[ "def", "_schedule_processing_blocks", "(", "self", ")", ":", "LOG", ".", "info", "(", "'Starting to Schedule Processing Blocks.'", ")", "while", "True", ":", "time", ".", "sleep", "(", "0.5", ")", "if", "not", "self", ".", "_queue", ":", "continue", "if", "s...	47.538462	14.5
def containsPoint(self, point, Zorder=False): ''' :param: point - Point subclass :param: Zorder - optional Boolean Is true if the point is contain in the rectangle or along the rectangle's edges. If Zorder is True, the method will check point.z for equality wit...	[ "def", "containsPoint", "(", "self", ",", "point", ",", "Zorder", "=", "False", ")", ":", "if", "not", "point", ".", "isBetweenX", "(", "self", ".", "A", ",", "self", ".", "B", ")", ":", "return", "False", "if", "not", "point", ".", "isBetweenY", "...	27.809524	20
def _updated(self, url, payload, template=None): """ Generic call to see if a template request returns 304 accepts: - a string to combine with the API endpoint - a dict of format values, in case they're required by 'url' - a template name to check for As per the A...	[ "def", "_updated", "(", "self", ",", "url", ",", "payload", ",", "template", "=", "None", ")", ":", "# If the template is more than an hour old, try a 304", "if", "(", "abs", "(", "datetime", ".", "datetime", ".", "utcnow", "(", ")", ".", "replace", "(", "tz...	39.333333	17.333333
def p_let_arr_substr_in_args2(p): """ statement : LET ARRAY_ID LP arguments COMMA TO expr RP EQ expr \| ARRAY_ID LP arguments COMMA TO expr RP EQ expr """ i = 2 if p[1].upper() == 'LET' else 1 id_ = p[i] arg_list = p[i + 2] top_ = p[i + 5] substr = (make_number(0, lineno=p....	[ "def", "p_let_arr_substr_in_args2", "(", "p", ")", ":", "i", "=", "2", "if", "p", "[", "1", "]", ".", "upper", "(", ")", "==", "'LET'", "else", "1", "id_", "=", "p", "[", "i", "]", "arg_list", "=", "p", "[", "i", "+", "2", "]", "top_", "=", ...	35.833333	17.916667
def imagetransformer_base_10l_16h_big_dr01_imgnet(): """big 1d model for conditional image generation.""" hparams = imagetransformer_base_14l_8h_big_dr01() # num_hidden_layers hparams.num_decoder_layers = 10 hparams.num_heads = 16 hparams.hidden_size = 1024 hparams.filter_size = 4096 hparams.batch_size ...	[ "def", "imagetransformer_base_10l_16h_big_dr01_imgnet", "(", ")", ":", "hparams", "=", "imagetransformer_base_14l_8h_big_dr01", "(", ")", "# num_hidden_layers", "hparams", ".", "num_decoder_layers", "=", "10", "hparams", ".", "num_heads", "=", "16", "hparams", ".", "hid...	33.833333	11.833333
def heightmap_add_hill( hm: np.ndarray, x: float, y: float, radius: float, height: float ) -> None: """Add a hill (a half spheroid) at given position. If height == radius or -radius, the hill is a half-sphere. Args: hm (numpy.ndarray): A numpy.ndarray formatted for heightmap functions. ...	[ "def", "heightmap_add_hill", "(", "hm", ":", "np", ".", "ndarray", ",", "x", ":", "float", ",", "y", ":", "float", ",", "radius", ":", "float", ",", "height", ":", "float", ")", "->", "None", ":", "lib", ".", "TCOD_heightmap_add_hill", "(", "_heightmap...	41.533333	23.866667
def trajectory_SgConst(Sg=0.1, delta_logt_dex=-0.01): ''' setup trajectories for constant radiation entropy. S_gamma/R where the radiation constant R = N_A*k (Dave Arnett, Supernova book, p. 212) This relates rho and T but the time scale for this is independent. Parameters ---------- ...	[ "def", "trajectory_SgConst", "(", "Sg", "=", "0.1", ",", "delta_logt_dex", "=", "-", "0.01", ")", ":", "# reverse logarithmic time", "logtimerev", "=", "np", ".", "arange", "(", "5.", ",", "-", "6.", ",", "delta_logt_dex", ")", "logrho", "=", "np", ".", ...	31.478261	24
def xmlresponse(py_data): """ Generates an XML formatted method response for the given python data. :param py_data \| <variant> """ xroot = ElementTree.Element('methodResponse') xparams = ElementTree.SubElement(xroot, 'params') xparam = ElementTree.SubElement(xparams, 'param') ...	[ "def", "xmlresponse", "(", "py_data", ")", ":", "xroot", "=", "ElementTree", ".", "Element", "(", "'methodResponse'", ")", "xparams", "=", "ElementTree", ".", "SubElement", "(", "xroot", ",", "'params'", ")", "xparam", "=", "ElementTree", ".", "SubElement", ...	34.148649	15.337838
def lookup(self, iterable, gather=False): """Call the lookup on the root node with the given parameters. Args iterable(index or key): Used to retrive nodes from tree gather(bool): this is passed down to the root node lookup Notes: max_edit_distance and match...	[ "def", "lookup", "(", "self", ",", "iterable", ",", "gather", "=", "False", ")", ":", "for", "result", "in", "self", ".", "root", ".", "lookup", "(", "iterable", ",", "gather", "=", "gather", ",", "edit_distance", "=", "0", ",", "max_edit_distance", "=...	43.0625	21.75
def _resolve_assignment_parts(parts, assign_path, context): """recursive function to resolve multiple assignments""" assign_path = assign_path[:] index = assign_path.pop(0) for part in parts: assigned = None if isinstance(part, nodes.Dict): # A dictionary in an iterating cont...	[ "def", "_resolve_assignment_parts", "(", "parts", ",", "assign_path", ",", "context", ")", ":", "assign_path", "=", "assign_path", "[", ":", "]", "index", "=", "assign_path", ".", "pop", "(", "0", ")", "for", "part", "in", "parts", ":", "assigned", "=", ...	33.710526	17.815789
def put_mouse_event_absolute(self, x, y, dz, dw, button_state): """Positions the mouse pointer using absolute x and y coordinates. These coordinates are expressed in pixels and start from [1,1] which corresponds to the top left corner of the virtual display. The values [-1,-1] and ...	[ "def", "put_mouse_event_absolute", "(", "self", ",", "x", ",", "y", ",", "dz", ",", "dw", ",", "button_state", ")", ":", "if", "not", "isinstance", "(", "x", ",", "baseinteger", ")", ":", "raise", "TypeError", "(", "\"x can only be an instance of type baseinte...	40.661538	20
def and_terms(*args): """ Connect given term strings or list(s) of term strings with an AND operator for querying. Args: An arbitrary number of either strings or lists of strings representing query terms. Returns A query string consisting of argument terms and'ed together. ...	[ "def", "and_terms", "(", "*", "args", ")", ":", "args", "=", "[", "arg", "if", "not", "isinstance", "(", "arg", ",", "list", ")", "else", "' '", ".", "join", "(", "arg", ")", "for", "arg", "in", "args", "]", "return", "'({0})'", ".", "format", "(...	40	25.363636
def handle(self): """ Executes the command. """ if not self.confirm_to_proceed( "<question>Are you sure you want to seed the database?:</question> " ): return self.resolver.set_default_connection(self.option("database")) self._get_seeder(...	[ "def", "handle", "(", "self", ")", ":", "if", "not", "self", ".", "confirm_to_proceed", "(", "\"<question>Are you sure you want to seed the database?:</question> \"", ")", ":", "return", "self", ".", "resolver", ".", "set_default_connection", "(", "self", ".", "option...	25.214286	20.5
def read_file(self, changeset_file): """Download the replication changeset file or read it directly from the filesystem (to test purposes). """ if isfile(changeset_file): self.filename = changeset_file else: self.path = mkdtemp() self.filename ...	[ "def", "read_file", "(", "self", ",", "changeset_file", ")", ":", "if", "isfile", "(", "changeset_file", ")", ":", "self", ".", "filename", "=", "changeset_file", "else", ":", "self", ".", "path", "=", "mkdtemp", "(", ")", "self", ".", "filename", "=", ...	36.625	13.375
def rowCount(self, parentIndex=QtCore.QModelIndex()): """ Returns the number of rows under the given parent. When the parent is valid it means that rowCount is returning the number of children of parent. Note: When implementing a table based model, rowCount() should return 0 when the pa...	[ "def", "rowCount", "(", "self", ",", "parentIndex", "=", "QtCore", ".", "QModelIndex", "(", ")", ")", ":", "parentItem", "=", "self", ".", "getItem", "(", "parentIndex", ",", "altItem", "=", "self", ".", "invisibleRootItem", ")", "return", "parentItem", "....	51.888889	22.666667
def astensor(array: TensorLike) -> BKTensor: """Convert to product tensor""" tensor = tf.convert_to_tensor(array, dtype=CTYPE) if DEVICE == 'gpu': tensor = tensor.gpu() # pragma: no cover # size = np.prod(np.array(tensor.get_shape().as_list())) N = int(math.log2(size(tensor))) tensor =...	[ "def", "astensor", "(", "array", ":", "TensorLike", ")", "->", "BKTensor", ":", "tensor", "=", "tf", ".", "convert_to_tensor", "(", "array", ",", "dtype", "=", "CTYPE", ")", "if", "DEVICE", "==", "'gpu'", ":", "tensor", "=", "tensor", ".", "gpu", "(", ...	32.454545	15.454545
def from_content_type(cls, content_type): """ Build a serializer object from a MIME Content-Type string. :param str content_type: The Content-Type string to parse. :return: A new serializer instance. :rtype: :py:class:`.Serializer` """ name = content_type options = {} if ';' in content_type: name,...	[ "def", "from_content_type", "(", "cls", ",", "content_type", ")", ":", "name", "=", "content_type", "options", "=", "{", "}", "if", "';'", "in", "content_type", ":", "name", ",", "options_str", "=", "content_type", ".", "split", "(", "';'", ",", "1", ")"...	30.541667	15.625
def is_valid_endpoint(url): """ Just ensures the url has a scheme (http/https), and a net location (IP or domain name). Can make more advanced or do on-network tests if needed, but this is really just to catch obvious errors. >>> is_valid_endpoint("https://34.216.72.29:6206") True >>> is_valid_e...	[ "def", "is_valid_endpoint", "(", "url", ")", ":", "try", ":", "result", "=", "urlparse", "(", "url", ")", "if", "result", ".", "port", ":", "_port", "=", "int", "(", "result", ".", "port", ")", "return", "(", "all", "(", "[", "result", ".", "scheme...	31.52	20.48
def _acl_changes(name, id=None, type=None, rules=None, consul_url=None, token=None): ''' return True if the acl need to be update, False if it doesn't need to be update ''' info = __salt__['consul.acl_info'](id=id, token=token, consul_url=consul_url) if info['res'] and info['data'][0]['Name'] !=...	[ "def", "_acl_changes", "(", "name", ",", "id", "=", "None", ",", "type", "=", "None", ",", "rules", "=", "None", ",", "consul_url", "=", "None", ",", "token", "=", "None", ")", ":", "info", "=", "__salt__", "[", "'consul.acl_info'", "]", "(", "id", ...	37.285714	28.714286
def setParams(self, inputCol=None, outputCol=None, stopWords=None, caseSensitive=False, locale=None): """ setParams(self, inputCol=None, outputCol=None, stopWords=None, caseSensitive=false, \ locale=None) Sets params for this StopWordRemover. """ kwargs ...	[ "def", "setParams", "(", "self", ",", "inputCol", "=", "None", ",", "outputCol", "=", "None", ",", "stopWords", "=", "None", ",", "caseSensitive", "=", "False", ",", "locale", "=", "None", ")", ":", "kwargs", "=", "self", ".", "_input_kwargs", "return", ...	40.777778	16.111111
def find_object(self, pattern): """Get a list of host corresponding to the pattern regarding the context :param pattern: pattern to find :type pattern: str :return: Host list matching pattern (hostgroup name, template, all) :rtype: list[alignak.objects.host.Host] """ ...	[ "def", "find_object", "(", "self", ",", "pattern", ")", ":", "obj", "=", "None", "error", "=", "None", "pattern", "=", "pattern", ".", "strip", "(", ")", "if", "pattern", "==", "'*'", ":", "obj", "=", "[", "h", ".", "host_name", "for", "h", "in", ...	37.756098	20.414634
def _get_result_paths(self, data): """ Build the dict of result filepaths """ # access data through self.Parameters so we know it's been cast # to a FilePath wd = self.WorkingDir db_name = self.Parameters['-n'].Value log_name = self.Parameters['-l'].Value ...	[ "def", "_get_result_paths", "(", "self", ",", "data", ")", ":", "# access data through self.Parameters so we know it's been cast", "# to a FilePath", "wd", "=", "self", ".", "WorkingDir", "db_name", "=", "self", ".", "Parameters", "[", "'-n'", "]", ".", "Value", "lo...	44	15.190476
def _get_more_compressed(collection_name, num_to_return, cursor_id, ctx): """Internal compressed getMore message helper.""" return _compress( 2005, _get_more(collection_name, num_to_return, cursor_id), ctx)	[ "def", "_get_more_compressed", "(", "collection_name", ",", "num_to_return", ",", "cursor_id", ",", "ctx", ")", ":", "return", "_compress", "(", "2005", ",", "_get_more", "(", "collection_name", ",", "num_to_return", ",", "cursor_id", ")", ",", "ctx", ")" ]	54.75	21
def submit_row(context): """ Displays the row of buttons for delete and save. """ opts = context['opts'] change = context['change'] is_popup = context['is_popup'] save_as = context['save_as'] return { 'onclick_attrib': (opts.get_ordered_objects() and change ...	[ "def", "submit_row", "(", "context", ")", ":", "opts", "=", "context", "[", "'opts'", "]", "change", "=", "context", "[", "'change'", "]", "is_popup", "=", "context", "[", "'is_popup'", "]", "save_as", "=", "context", "[", "'save_as'", "]", "return", "{"...	43.15	20.65
def get(self, key, subcommand="config:get"): """Get a app config value by name""" cmd = ["heroku", subcommand, key, "--app", self.name] return self._result(cmd)	[ "def", "get", "(", "self", ",", "key", ",", "subcommand", "=", "\"config:get\"", ")", ":", "cmd", "=", "[", "\"heroku\"", ",", "subcommand", ",", "key", ",", "\"--app\"", ",", "self", ".", "name", "]", "return", "self", ".", "_result", "(", "cmd", ")...	45.25	8.25
def scale_pixels(color, layer): """Scales the pixel to the virtual pixelmap.""" pixelmap = [] # Scaling the pixel offsets. for pix_x in range(MAX_X + 1): for pix_y in range(MAX_Y + 1): # Horizontal pixels y1 = pix_y * dotsize[0] x1 = pix_x * dotsize[1] ...	[ "def", "scale_pixels", "(", "color", ",", "layer", ")", ":", "pixelmap", "=", "[", "]", "# Scaling the pixel offsets.", "for", "pix_x", "in", "range", "(", "MAX_X", "+", "1", ")", ":", "for", "pix_y", "in", "range", "(", "MAX_Y", "+", "1", ")", ":", ...	32.047619	16.190476
def total_edge_pixels_from_mask(mask): """Compute the total number of borders-pixels in a masks.""" border_pixel_total = 0 for y in range(mask.shape[0]): for x in range(mask.shape[1]): if not mask[y, x]: if mask[y + 1, x] or mask[y - 1, x] or mask[y, x + 1] or mask[y, x...	[ "def", "total_edge_pixels_from_mask", "(", "mask", ")", ":", "border_pixel_total", "=", "0", "for", "y", "in", "range", "(", "mask", ".", "shape", "[", "0", "]", ")", ":", "for", "x", "in", "range", "(", "mask", ".", "shape", "[", "1", "]", ")", ":...	38.692308	22.230769
def fallback(cache): """ Caches content retrieved by the client, thus allowing the cached content to be used later if the live content cannot be retrieved. """ log_filter = ThrottlingFilter(cache=cache) logger.filters = [] logger.addFilter(log_filter) def get_cache_response(cache_key)...	[ "def", "fallback", "(", "cache", ")", ":", "log_filter", "=", "ThrottlingFilter", "(", "cache", "=", "cache", ")", "logger", ".", "filters", "=", "[", "]", "logger", ".", "addFilter", "(", "log_filter", ")", "def", "get_cache_response", "(", "cache_key", "...	39.076923	18.384615
def rev_reg_id2cred_def_id(rr_id: str) -> str: """ Given a revocation registry identifier, return its corresponding credential definition identifier. Raise BadIdentifier if input is not a revocation registry identifier. :param rr_id: revocation registry identifier :return: credential definition ide...	[ "def", "rev_reg_id2cred_def_id", "(", "rr_id", ":", "str", ")", "->", "str", ":", "if", "ok_rev_reg_id", "(", "rr_id", ")", ":", "return", "':'", ".", "join", "(", "rr_id", ".", "split", "(", "':'", ")", "[", "2", ":", "-", "2", "]", ")", "# rev re...	45.083333	25.916667
def set(self, conn, key, value, exptime=0): """Sets a key to a value on the server with an optional exptime (0 means don't auto-expire) :param key: ``bytes``, is the key of the item. :param value: ``bytes``, data to store. :param exptime: ``int``, is expiration time. If it's 0, ...	[ "def", "set", "(", "self", ",", "conn", ",", "key", ",", "value", ",", "exptime", "=", "0", ")", ":", "flags", "=", "0", "# TODO: fix when exception removed", "resp", "=", "yield", "from", "self", ".", "_storage_command", "(", "conn", ",", "b'set'", ",",...	41.357143	13.571429
def level_ipix_to_uniq(level, ipix): """ Convert a level and HEALPix index into a uniq number representing the cell. This function is the inverse of `uniq_to_level_ipix`. Parameters ---------- level : int The level of the HEALPix cell ipix : int The index of the HEALPix cel...	[ "def", "level_ipix_to_uniq", "(", "level", ",", "ipix", ")", ":", "level", "=", "np", ".", "asarray", "(", "level", ",", "dtype", "=", "np", ".", "int64", ")", "ipix", "=", "np", ".", "asarray", "(", "ipix", ",", "dtype", "=", "np", ".", "int64", ...	23.6	20
def call(cmd, shell=True, kwargs): " Run shell command. " LOGGER.debug("Cmd: %s" % cmd) check_call(cmd, shell=shell, stdout=LOGFILE_HANDLER.stream, kwargs)	[ "def", "call", "(", "cmd", ",", "shell", "=", "True", ",", "", "", "kwargs", ")", ":", "LOGGER", ".", "debug", "(", "\"Cmd: %s\"", "%", "cmd", ")", "check_call", "(", "cmd", ",", "shell", "=", "shell", ",", "stdout", "=", "LOGFILE_HANDLER", ".", ...	33.6	19.6
def make_cleansed_file(i_chunk, tmp_cleansed_path): '''make a temp file of cleansed text''' tmp_cleansed = open(tmp_cleansed_path, 'wb') for idx, si in enumerate(i_chunk): tmp_cleansed.write('<FILENAME docid="%s">\n' % si.stream_id) tmp_cleansed.write(si.body.cleansed) ## how to deal...	[ "def", "make_cleansed_file", "(", "i_chunk", ",", "tmp_cleansed_path", ")", ":", "tmp_cleansed", "=", "open", "(", "tmp_cleansed_path", ",", "'wb'", ")", "for", "idx", ",", "si", "in", "enumerate", "(", "i_chunk", ")", ":", "tmp_cleansed", ".", "write", "(",...	43.454545	7.636364
def context(): """ Returns a new JobBackend instance which connects to AETROS Trainer based on "model" in aetros.yml or (internal: env:AETROS_MODEL_NAME environment variable). internal: If env:AETROS_JOB_ID is not defined, it creates a new job. Job is ended either by calling JobBackend.done(), Job...	[ "def", "context", "(", ")", ":", "job", "=", "JobBackend", "(", ")", "offline", "=", "False", "if", "'1'", "==", "os", ".", "getenv", "(", "'AETROS_OFFLINE'", ",", "''", ")", ":", "offline", "=", "True", "if", "os", ".", "getenv", "(", "'AETROS_JOB_I...	28.83871	25.612903
def choose(self, choose_from): """given a mapping of implementations choose one based on the current settings returns a key value pair """ for choice in self.elements: if choice in choose_from: return ImplementationChoice(choice, choose_from[choice]) ...	[ "def", "choose", "(", "self", ",", "choose_from", ")", ":", "for", "choice", "in", "self", ".", "elements", ":", "if", "choice", "in", "choose_from", ":", "return", "ImplementationChoice", "(", "choice", ",", "choose_from", "[", "choice", "]", ")", "raise"...	37.1	12.5
def logpdf_link(self, link_f, y, Y_metadata=None): """ Log Likelihood Function given link(f) .. math:: \\ln p(y_{i}\|\lambda(f_{i})) = \\ln \\lambda(f_{i}) - y_{i}\\lambda(f_{i}) :param link_f: latent variables (link(f)) :type link_f: Nx1 array :param y: data...	[ "def", "logpdf_link", "(", "self", ",", "link_f", ",", "y", ",", "Y_metadata", "=", "None", ")", ":", "log_objective", "=", "np", ".", "log", "(", "link_f", ")", "-", "y", "*", "link_f", "return", "log_objective" ]	32.333333	19.444444
def equals(self, other): """ Equality of two SSAFiles. Compares :attr:`SSAFile.info`, :attr:`SSAFile.styles` and :attr:`SSAFile.events`. Order of entries in OrderedDicts does not matter. "ScriptType" key in info is considered an implementation detail and thus ignored. U...	[ "def", "equals", "(", "self", ",", "other", ")", ":", "if", "isinstance", "(", "other", ",", "SSAFile", ")", ":", "for", "key", "in", "set", "(", "chain", "(", "self", ".", "info", ".", "keys", "(", ")", ",", "other", ".", "info", ".", "keys", ...	44.433962	25.113208
def to_weld_type(weld_type, dim): """Summary Args: weld_type (TYPE): Description dim (TYPE): Description Returns: TYPE: Description """ for i in xrange(dim): weld_type = WeldVec(weld_type) return weld_type	[ "def", "to_weld_type", "(", "weld_type", ",", "dim", ")", ":", "for", "i", "in", "xrange", "(", "dim", ")", ":", "weld_type", "=", "WeldVec", "(", "weld_type", ")", "return", "weld_type" ]	19.307692	16.153846
def END(self): """END state.""" logger.debug('In state: END') self.current_state = STATE_END if self.script is not None: self.script.script_init(self.client.lease, self.current_state) self.script.script_go() else: set_net(self.client.lease) ...	[ "def", "END", "(", "self", ")", ":", "logger", ".", "debug", "(", "'In state: END'", ")", "self", ".", "current_state", "=", "STATE_END", "if", "self", ".", "script", "is", "not", "None", ":", "self", ".", "script", ".", "script_init", "(", "self", "."...	32.2	13
def _handle_execute_reply(self, msg): """ Reimplemented to support prompt requests. """ msg_id = msg['parent_header'].get('msg_id') info = self._request_info['execute'].get(msg_id) if info and info.kind == 'prompt': number = msg['content']['execution_count'] + 1 ...	[ "def", "_handle_execute_reply", "(", "self", ",", "msg", ")", ":", "msg_id", "=", "msg", "[", "'parent_header'", "]", ".", "get", "(", "'msg_id'", ")", "info", "=", "self", ".", "_request_info", "[", "'execute'", "]", ".", "get", "(", "msg_id", ")", "i...	44	10.909091
def _convert_images(self): """ Convert any images into a more Screen-friendly format. """ self._plain_images = [] self._colour_map = [] for image in self._images: colour_map = [] new_image = [] for line in image.split("\n"): ...	[ "def", "_convert_images", "(", "self", ")", ":", "self", ".", "_plain_images", "=", "[", "]", "self", ".", "_colour_map", "=", "[", "]", "for", "image", "in", "self", ".", "_images", ":", "colour_map", "=", "[", "]", "new_image", "=", "[", "]", "for"...	43.025641	10.923077
def get(self, url, headers=None, params=None, stream=False, timeout=None): """GET request. :param str url: Request url :param dict headers: (optional) Request headers :param dict params: (optional) Request query parameter :param bool stream: (optional) get content as stream ...	[ "def", "get", "(", "self", ",", "url", ",", "headers", "=", "None", ",", "params", "=", "None", ",", "stream", "=", "False", ",", "timeout", "=", "None", ")", ":", "if", "timeout", "is", "None", ":", "timeout", "=", "self", ".", "timeout", "respons...	39.913043	17.826087
def set_override(self, newchannels): '''this is a public method for use by drone API or other scripting''' self.override = newchannels self.override_counter = 10 self.send_rc_override()	[ "def", "set_override", "(", "self", ",", "newchannels", ")", ":", "self", ".", "override", "=", "newchannels", "self", ".", "override_counter", "=", "10", "self", ".", "send_rc_override", "(", ")" ]	42.6	12.2
def get_action(action): """Get action.""" action_obj = Base.get_or_new_from_json_dict_with_types( action, { 'postback': PostbackAction, 'message': MessageAction, 'uri': URIAction, 'datetimepicker': DatetimePickerAction, 'camera': CameraAction, ...	[ "def", "get_action", "(", "action", ")", ":", "action_obj", "=", "Base", ".", "get_or_new_from_json_dict_with_types", "(", "action", ",", "{", "'postback'", ":", "PostbackAction", ",", "'message'", ":", "MessageAction", ",", "'uri'", ":", "URIAction", ",", "'dat...	30.571429	12.785714
def extract_path(cloudpath): """cloudpath: e.g. gs://neuroglancer/DATASET/LAYER/info or s3://...""" protocol_re = r'^(gs\|file\|s3\|boss\|matrix\|https?)://' bucket_re = r'^(/?[~\d\w_\.\-]+)/' tail_re = r'([\d\w_\.\-]+)/([\d\w_\.\-]+)/?$' error = UnsupportedProtocolError(""" Cloud path must conform to PROTOCO...	[ "def", "extract_path", "(", "cloudpath", ")", ":", "protocol_re", "=", "r'^(gs\|file\|s3\|boss\|matrix\|https?)://'", "bucket_re", "=", "r'^(/?[~\\d\\w_\\.\\-]+)/'", "tail_re", "=", "r'([\\d\\w_\\.\\-]+)/([\\d\\w_\\.\\-]+)/?$'", "error", "=", "UnsupportedProtocolError", "(", "\"\"\"...	27.846154	20.461538
def retrieveVals(self): """Retrieve values for graphs.""" lighttpdInfo = LighttpdInfo(self._host, self._port, self._user, self._password, self._statuspath, self._ssl) stats = lighttpdInfo.getServerStats() if self.hasGraph('...	[ "def", "retrieveVals", "(", "self", ")", ":", "lighttpdInfo", "=", "LighttpdInfo", "(", "self", ".", "_host", ",", "self", ".", "_port", ",", "self", ".", "_user", ",", "self", ".", "_password", ",", "self", ".", "_statuspath", ",", "self", ".", "_ssl"...	56.4	18.6
async def _mogrify(conn, query, args): """Safely inline arguments to query text.""" # Introspect the target query for argument types and # build a list of safely-quoted fully-qualified type names. ps = await conn.prepare(query) paramtypes = [] for t in ps.get_parameters(): if t.name.ends...	[ "async", "def", "_mogrify", "(", "conn", ",", "query", ",", "args", ")", ":", "# Introspect the target query for argument types and", "# build a list of safely-quoted fully-qualified type names.", "ps", "=", "await", "conn", ".", "prepare", "(", "query", ")", "paramtypes"...	35.333333	17.777778
def _get_value(self, evt): """Internal usage only""" if evt.err: e = evt.errors[0] return "[%s] %s" % (e.reason, e.desc) if isinstance(evt, EventData): return "[%s] %s" % ( evt.attr_value.quality, str(evt.attr_value.value)) elif isinst...	[ "def", "_get_value", "(", "self", ",", "evt", ")", ":", "if", "evt", ".", "err", ":", "e", "=", "evt", ".", "errors", "[", "0", "]", "return", "\"[%s] %s\"", "%", "(", "e", ".", "reason", ",", "e", ".", "desc", ")", "if", "isinstance", "(", "ev...	36.578947	13.052632
def fetchText(cls, url, data, textSearch, optional): """Search text entry for given text XPath in a HTML page.""" if cls.css: searchFun = data.cssselect else: searchFun = data.xpath if textSearch: text = '' for match in searchFun(textSearch...	[ "def", "fetchText", "(", "cls", ",", "url", ",", "data", ",", "textSearch", ",", "optional", ")", ":", "if", "cls", ".", "css", ":", "searchFun", "=", "data", ".", "cssselect", "else", ":", "searchFun", "=", "data", ".", "xpath", "if", "textSearch", ...	38.318182	15.681818
def add(self, routeID, edges): """add(string, list(string)) -> None Adds a new route with the given id consisting of the given list of edge IDs. """ self._connection._beginMessage(tc.CMD_SET_ROUTE_VARIABLE, tc.ADD, routeID, 1 + 4 + sum(map(len, edg...	[ "def", "add", "(", "self", ",", "routeID", ",", "edges", ")", ":", "self", ".", "_connection", ".", "_beginMessage", "(", "tc", ".", "CMD_SET_ROUTE_VARIABLE", ",", "tc", ".", "ADD", ",", "routeID", ",", "1", "+", "4", "+", "sum", "(", "map", "(", "...	46.666667	21.222222
def independent_freq_count(frequencies, times, conservative=True): '''This estimates M: the number of independent frequencies in the periodogram. This follows the terminology on page 3 of Zechmeister & Kurster (2009):: M = DELTA_f / delta_f where:: DELTA_f = freq.max() - freq.min() ...	[ "def", "independent_freq_count", "(", "frequencies", ",", "times", ",", "conservative", "=", "True", ")", ":", "M", "=", "frequencies", ".", "ptp", "(", ")", "*", "times", ".", "ptp", "(", ")", "if", "conservative", ":", "M_eff", "=", "min", "(", "[", ...	23.166667	28.541667
def feed(self, data, o: int = 0, l: int = -1): """Feed data to parser.""" if l == -1: l = len(data) - o if o < 0 or l < 0: raise ValueError("negative input") if o + l > len(data): raise ValueError("input is larger than buffer size") self._parse...	[ "def", "feed", "(", "self", ",", "data", ",", "o", ":", "int", "=", "0", ",", "l", ":", "int", "=", "-", "1", ")", ":", "if", "l", "==", "-", "1", ":", "l", "=", "len", "(", "data", ")", "-", "o", "if", "o", "<", "0", "or", "l", "<", ...	37.444444	10.777778
def version_cmp(ver1, ver2, ignore_epoch=False, **kwargs): ''' .. versionadded:: 2015.5.4 Do a cmp-style comparison on two packages. Return -1 if ver1 < ver2, 0 if ver1 == ver2, and 1 if ver1 > ver2. Return None if there was a problem making the comparison. ignore_epoch : False Set to ...	[ "def", "version_cmp", "(", "ver1", ",", "ver2", ",", "ignore_epoch", "=", "False", ",", "", "", "kwargs", ")", ":", "return", "__salt__", "[", "'lowpkg.version_cmp'", "]", "(", "ver1", ",", "ver2", ",", "ignore_epoch", "=", "ignore_epoch", ")" ]	29.5	28.1
def dumps(self): """ Returns contents of config file as string OUT: out (type: str, hint: config content) """ out = "" for option in self.options: value = make_value(option.default_value) out += "%s = %s%s\n" % (option.name, value, (" # %s" % option.comment) if option.comment else "") return ou...	[ "def", "dumps", "(", "self", ")", ":", "out", "=", "\"\"", "for", "option", "in", "self", ".", "options", ":", "value", "=", "make_value", "(", "option", ".", "default_value", ")", "out", "+=", "\"%s = %s%s\\n\"", "%", "(", "option", ".", "name", ",", ...	29.454545	10.363636
def get_bounding_box(self): """Get the bounding box of this file.""" from pyproj import Geod geod = Geod(ellps='WGS84') dataset_group = DATASET_KEYS[self.datasets[0]] idx = 0 lons_ring = None lats_ring = None while True: path = 'Data_Products/{...	[ "def", "get_bounding_box", "(", "self", ")", ":", "from", "pyproj", "import", "Geod", "geod", "=", "Geod", "(", "ellps", "=", "'WGS84'", ")", "dataset_group", "=", "DATASET_KEYS", "[", "self", ".", "datasets", "[", "0", "]", "]", "idx", "=", "0", "lons...	42.878788	21.484848
def unserialize(self, msg_list, content=True, copy=True): """Unserialize a msg_list to a nested message dict. This is roughly the inverse of serialize. The serialize/unserialize methods work with full message lists, whereas pack/unpack work with the individual message parts in the messa...	[ "def", "unserialize", "(", "self", ",", "msg_list", ",", "content", "=", "True", ",", "copy", "=", "True", ")", ":", "minlen", "=", "4", "message", "=", "{", "}", "if", "not", "copy", ":", "for", "i", "in", "range", "(", "minlen", ")", ":", "msg_...	39.055556	17.537037
def pruned_affine(inp, n_outmaps, base_axis=1, w_init=None, b_init=None, fix_parameters=False, rng=None, with_bias=True, prune_w=True, rate_w=0.9, prune_b=True, rate_b=0.9): """Pruned Affine. Pruned Affine is the affine function, exce...	[ "def", "pruned_affine", "(", "inp", ",", "n_outmaps", ",", "base_axis", "=", "1", ",", "w_init", "=", "None", ",", "b_init", "=", "None", ",", "fix_parameters", "=", "False", ",", "rng", "=", "None", ",", "with_bias", "=", "True", ",", "prune_w", "=", ...	41.159574	26.968085
def _read_schema(self): """return the local filename of the definition file for this schema if not present or older than expiry, pull the latest version from the web at self._ontology_file""" cache_filename = os.path.join( CACHE_ROOT, "%s.smt" % self._representation) ...	[ "def", "_read_schema", "(", "self", ")", ":", "cache_filename", "=", "os", ".", "path", ".", "join", "(", "CACHE_ROOT", ",", "\"%s.smt\"", "%", "self", ".", "_representation", ")", "log", ".", "info", "(", "\"Attempting to read local schema at %s\"", "%", "cac...	44.722222	19.5
def _accumulate_random(count, found, oldthing, newthing): """This performs on-line random selection. We have a stream of objects o_1,c_1; o_2,c_2; ... where there are c_i equivalent objects like o_1. We'd like to pick a random object o uniformly at random from the list [o_1]*c_1 + [...	[ "def", "_accumulate_random", "(", "count", ",", "found", ",", "oldthing", ",", "newthing", ")", ":", "if", "randint", "(", "1", ",", "count", "+", "found", ")", "<=", "found", ":", "return", "count", "+", "found", ",", "newthing", "else", ":", "return"...	29.22449	21.081633
def get_reviews(obj): """Simply returns the reviews for an object.""" ctype = ContentType.objects.get_for_model(obj) return models.Review.objects.filter(content_type=ctype, object_id=obj.id)	[ "def", "get_reviews", "(", "obj", ")", ":", "ctype", "=", "ContentType", ".", "objects", ".", "get_for_model", "(", "obj", ")", "return", "models", ".", "Review", ".", "objects", ".", "filter", "(", "content_type", "=", "ctype", ",", "object_id", "=", "o...	49.75	16.5
def _list_crossmatch( self, dbRows): """to a finer grain crossmatch of the input coordinates and the database results. Key Arguments: - ``dbRows`` -- the rows return from the database on first crossmatch pass. Return: - ``matchIndices1`...	[ "def", "_list_crossmatch", "(", "self", ",", "dbRows", ")", ":", "self", ".", "log", ".", "debug", "(", "'starting the ``_list_crossmatch`` method'", ")", "dbRas", "=", "[", "]", "dbRas", "[", ":", "]", "=", "[", "d", "[", "self", ".", "raCol", "]", "f...	31.479167	22.4375
def exec_container(self, asset_url, algorithm_url, resource_group_name, account_name, account_key, location, share_name_input='compute', ...	[ "def", "exec_container", "(", "self", ",", "asset_url", ",", "algorithm_url", ",", "resource_group_name", ",", "account_name", ",", "account_key", ",", "location", ",", "share_name_input", "=", "'compute'", ",", "share_name_output", "=", "'output'", ",", "docker_ima...	54.88	22.64
def unpack(d): """Unpack and return a framed binary message. """ p = SBP._parser.parse(d) assert p.preamble == SBP_PREAMBLE, "Invalid preamble 0x%x." % p.preamble return SBP(p.msg_type, p.sender, p.length, p.payload, p.crc)	[ "def", "unpack", "(", "d", ")", ":", "p", "=", "SBP", ".", "_parser", ".", "parse", "(", "d", ")", "assert", "p", ".", "preamble", "==", "SBP_PREAMBLE", ",", "\"Invalid preamble 0x%x.\"", "%", "p", ".", "preamble", "return", "SBP", "(", "p", ".", "ms...	34	19.714286
def remove(self, item): """Remove the first occurence of an item, the caseless way.""" for entry in self: if item.lower() == entry.lower(): list.remove(self, entry) return raise ValueError(': list.remove(x): x not in list')	[ "def", "remove", "(", "self", ",", "item", ")", ":", "for", "entry", "in", "self", ":", "if", "item", ".", "lower", "(", ")", "==", "entry", ".", "lower", "(", ")", ":", "list", ".", "remove", "(", "self", ",", "entry", ")", "return", "raise", ...	40.714286	10.428571
def intersect(df, other, index=False, keep='first'): """ Returns rows that appear in both DataFrames. Args: df (pandas.DataFrame): data passed in through the pipe. other (pandas.DataFrame): other DataFrame to use for set operation with the first. Kwargs: index (bool...	[ "def", "intersect", "(", "df", ",", "other", ",", "index", "=", "False", ",", "keep", "=", "'first'", ")", ":", "validate_set_ops", "(", "df", ",", "other", ")", "if", "index", ":", "df_reset_index", "=", "df", ".", "reset_index", "(", ")", "other_rese...	41.27027	20.027027
def child_link_record_exists(self): # type: () -> bool ''' Determine whether this Rock Ridge entry has a child link record (used for relocating deep directory records). Parameters: None. Returns: True if this Rock Ridge entry has a child link record, Fa...	[ "def", "child_link_record_exists", "(", "self", ")", ":", "# type: () -> bool", "if", "not", "self", ".", "_initialized", ":", "raise", "pycdlibexception", ".", "PyCdlibInternalError", "(", "'Rock Ridge extension not yet initialized'", ")", "return", "self", ".", "dr_en...	37.4	28.733333
def _add_property(object_type, # type: Type[T] parameter, # type: Parameter pycontract=None, # type: Any validators=None # type: Any ): """ A method to dynamically add a property to a class with the optional given pycontract ...	[ "def", "_add_property", "(", "object_type", ",", "# type: Type[T]", "parameter", ",", "# type: Parameter", "pycontract", "=", "None", ",", "# type: Any", "validators", "=", "None", "# type: Any", ")", ":", "property_name", "=", "parameter", ".", "name", "# 1. create...	48	29.928571
def filter(self, field, operator, value): """ Add a query filter to be applied to the next API list call for this resource. :param field: Field name to filter by :type field: str :param operator: Operator value :type operator: str :param value: Value o...	[ "def", "filter", "(", "self", ",", "field", ",", "operator", ",", "value", ")", ":", "instance", "=", "copy", "(", "self", ")", "i", "=", "len", "(", "instance", ".", "_filters", ")", "instance", ".", "_filters", ".", "append", "(", "{", "'filter[fie...	49.392857	26.142857
def create_comment(self, body, line=github.GithubObject.NotSet, path=github.GithubObject.NotSet, position=github.GithubObject.NotSet): """ :calls: `POST /repos/:owner/:repo/commits/:sha/comments <http://developer.github.com/v3/repos/comments>`_ :param body: string :param line: integer ...	[ "def", "create_comment", "(", "self", ",", "body", ",", "line", "=", "github", ".", "GithubObject", ".", "NotSet", ",", "path", "=", "github", ".", "GithubObject", ".", "NotSet", ",", "position", "=", "github", ".", "GithubObject", ".", "NotSet", ")", ":...	49.142857	23.285714
def _gcs_create(args, _): """ Create one or more buckets. """ errs = [] for name in args['bucket']: try: bucket, key = google.datalab.storage._bucket.parse_name(name) if bucket and not key: google.datalab.storage.Bucket(bucket).create(_make_context(args['project'])) else: rai...	[ "def", "_gcs_create", "(", "args", ",", "_", ")", ":", "errs", "=", "[", "]", "for", "name", "in", "args", "[", "'bucket'", "]", ":", "try", ":", "bucket", ",", "key", "=", "google", ".", "datalab", ".", "storage", ".", "_bucket", ".", "parse_name"...	35.866667	19.533333
def drawClosedPath(self, pointList): """ Draws a closed series of lines on the current :py:class:`Layer` with the current :py:class:`Brush`. No interpolation is applied to these point and :py:meth:`drawLine` will be used to connect all the points lineraly. Coordinates are relative to the original layer size WIT...	[ "def", "drawClosedPath", "(", "self", ",", "pointList", ")", ":", "self", ".", "drawLine", "(", "pointList", "[", "0", "]", "[", "0", "]", ",", "pointList", "[", "0", "]", "[", "1", "]", ",", "pointList", "[", "1", "]", "[", "0", "]", ",", "poi...	49.733333	33.466667
def format_all(self): """ return a trace of parents and children of the obect """ res = '\n--- Format all : ' + str(self.name) + ' -------------\n' res += ' parent = ' + str(self.parent) + '\n' res += self._get_all_children() res += self._get_links() ...	[ "def", "format_all", "(", "self", ")", ":", "res", "=", "'\\n--- Format all : '", "+", "str", "(", "self", ".", "name", ")", "+", "' -------------\\n'", "res", "+=", "' parent = '", "+", "str", "(", "self", ".", "parent", ")", "+", "'\\n'", "res", "+=", ...	33.3	14.5
def _reset_internal(self): """Resets simulation internal configurations.""" # instantiate simulation from MJCF model self._load_model() self.mjpy_model = self.model.get_model(mode="mujoco_py") self.sim = MjSim(self.mjpy_model) self.initialize_time(self.control_freq) ...	[ "def", "_reset_internal", "(", "self", ")", ":", "# instantiate simulation from MJCF model", "self", ".", "_load_model", "(", ")", "self", ".", "mjpy_model", "=", "self", ".", "model", ".", "get_model", "(", "mode", "=", "\"mujoco_py\"", ")", "self", ".", "sim...	40.722222	18.722222
def plot_boundaries(self, **kwargs): """ Plots boundaries of a mesh """ edges = self.extract_edges() plotter = vtki.Plotter(off_screen=kwargs.pop('off_screen', False), notebook=kwargs.pop('notebook', None)) plotter.add_mesh(edges, 'r', style='wireframe', l...	[ "def", "plot_boundaries", "(", "self", ",", "", "", "kwargs", ")", ":", "edges", "=", "self", ".", "extract_edges", "(", ")", "plotter", "=", "vtki", ".", "Plotter", "(", "off_screen", "=", "kwargs", ".", "pop", "(", "'off_screen'", ",", "False", ")"...	45.777778	18.666667
def run(self, cmd, sudo=False, ignore_error=False, success_status=(0,), error_callback=None, custom_log=None, retry=0): """Run a command on the remote host. The command is run on the remote host, if there is a redirected host then the command will be run on that redirected host. See...	[ "def", "run", "(", "self", ",", "cmd", ",", "sudo", "=", "False", ",", "ignore_error", "=", "False", ",", "success_status", "=", "(", "0", ",", ")", ",", "error_callback", "=", "None", ",", "custom_log", "=", "None", ",", "retry", "=", "0", ")", ":...	42.610169	19.067797
def list_downloadable_sources(target_dir): """Returns a list of python source files is target_dir Parameters ---------- target_dir : str path to the directory where python source file are Returns ------- list list of paths to all Python source files in `target_dir` """ ...	[ "def", "list_downloadable_sources", "(", "target_dir", ")", ":", "return", "[", "os", ".", "path", ".", "join", "(", "target_dir", ",", "fname", ")", "for", "fname", "in", "os", ".", "listdir", "(", "target_dir", ")", "if", "fname", ".", "endswith", "(",...	28.933333	17.266667
def df(self, y, f, var): r""" Derivative of Gaussian log likelihood w.r.t.\ f. Parameters ---------- y: ndarray array of 0, 1 valued integers of targets f: ndarray latent function from the GLM prior (:math:`\mathbf{f} = \boldsymbol\Ph...	[ "def", "df", "(", "self", ",", "y", ",", "f", ",", "var", ")", ":", "var", "=", "self", ".", "_check_param", "(", "var", ")", "y", ",", "f", "=", "np", ".", "broadcast_arrays", "(", "y", ",", "f", ")", "return", "(", "y", "-", "f", ")", "/"...	30.521739	17.521739
def __cutRaw(self, oiraw, maxLength): '''现将句子按句子完结符号切分，如果切分完后一个句子长度超过限定值，再对该句子进行切分''' vec = [] m = re.findall(u".*?[。？！；;!?]", oiraw) num, l, last = 0, 0, 0 for i in range(len(m)): if(num + len(m[i]) >= maxLength): vec.append("".join(m[last:i]...	[ "def", "__cutRaw", "(", "self", ",", "oiraw", ",", "maxLength", ")", ":", "vec", "=", "[", "]", "m", "=", "re", ".", "findall", "(", "u\".*?[。？！；;!?]\", oiraw)", "", "", "", "num", ",", "l", ",", "last", "=", "0", ",", "0", ",", "0", "for", "i"...	31.8	11.2
def rows(array): """ Function to find the number of rows in an array. Excel reference: https://support.office.com/en-ie/article/rows-function-b592593e-3fc2-47f2-bec1-bda493811597 :param array: the array of which the rows should be counted. :return: the number of rows. """ if isinstance(arr...	[ "def", "rows", "(", "array", ")", ":", "if", "isinstance", "(", "array", ",", "(", "float", ",", "int", ")", ")", ":", "rows", "=", "1", "# special case for A1:A1 type ranges which for some reason only return an int/float", "elif", "array", "is", "None", ":", "r...	34.117647	25.529412
def roundvals(self, col: str, precision: int=2): """ Round floats in a column. Numbers are going to be converted to floats if they are not already :param col: column name :type col: str :param precision: float precision, defaults to 2 :param precision: int, optio...	[ "def", "roundvals", "(", "self", ",", "col", ":", "str", ",", "precision", ":", "int", "=", "2", ")", ":", "try", ":", "self", ".", "df", "[", "col", "]", "=", "self", ".", "df", "[", "col", "]", ".", "astype", "(", "\"float64\"", ")", "self", ...	35.052632	15.789474
def _set_management(self, v, load=False): """ Setter method for management, mapped from YANG variable /interface/management (list) If this variable is read-only (config: false) in the source YANG file, then _set_management is considered as a private method. Backends looking to populate this variable...	[ "def", "_set_management", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "bas...	124.44	60.72
def reduce_function(op_func, input_tensor, axis=None, keepdims=None, name=None, reduction_indices=None): """ This function used to be needed to support tf 1.4 and early, but support for tf 1.4 and earlier is now dropped. :param op_func: expects the function to handle eg: tf.reduce_sum. :para...	[ "def", "reduce_function", "(", "op_func", ",", "input_tensor", ",", "axis", "=", "None", ",", "keepdims", "=", "None", ",", "name", "=", "None", ",", "reduction_indices", "=", "None", ")", ":", "warnings", ".", "warn", "(", "\"`reduce_function` is deprecated a...	49.4	27.7
def update(): ''' Update the cache file for the bucket. ''' metadata = _init() if S3_SYNC_ON_UPDATE: # sync the buckets to the local cache log.info('Syncing local cache from S3...') for saltenv, env_meta in six.iteritems(metadata): for bucket_files in _find_file...	[ "def", "update", "(", ")", ":", "metadata", "=", "_init", "(", ")", "if", "S3_SYNC_ON_UPDATE", ":", "# sync the buckets to the local cache", "log", ".", "info", "(", "'Syncing local cache from S3...'", ")", "for", "saltenv", ",", "env_meta", "in", "six", ".", "i...	39.666667	26.904762
def decrypt(self, enctext, key_file=None, id_attr=''): """ Decrypting an encrypted text by the use of a private key. :param enctext: The encrypted text as a string :return: The decrypted text """ if not id_attr: id_attr = self.id_attr if not isinstance(key_f...	[ "def", "decrypt", "(", "self", ",", "enctext", ",", "key_file", "=", "None", ",", "id_attr", "=", "''", ")", ":", "if", "not", "id_attr", ":", "id_attr", "=", "self", ".", "id_attr", "if", "not", "isinstance", "(", "key_file", ",", "list", ")", ":", ...	32.777778	18.185185
def _onIncomingMessageReceived(self, conn, message): """ Callback for initial messages on incoming connections. Handles encryption, utility messages, and association of the connection with a Node. Once this initial setup is done, the relevant connected callback is executed, and further messages ...	[ "def", "_onIncomingMessageReceived", "(", "self", ",", "conn", ",", "message", ")", ":", "if", "self", ".", "_syncObj", ".", "encryptor", "and", "not", "conn", ".", "sendRandKey", ":", "conn", ".", "sendRandKey", "=", "message", "conn", ".", "recvRandKey", ...	43.65625	23.84375

def _update_nonce_explicit(self): """ Increment the explicit nonce while avoiding any overflow. """ ne = self.nonce_explicit + 1 self.nonce_explicit = ne % 2**(self.nonce_explicit_len * 8)

[ "def", "_update_nonce_explicit", "(", "self", ")", ":", "ne", "=", "self", ".", "nonce_explicit", "+", "1", "self", ".", "nonce_explicit", "=", "ne", "%", "2", "**", "(", "self", ".", "nonce_explicit_len", "*", "8", ")" ]

37.166667

10.5

def registerErrorHandler(f, ctx): """Register a Python written function to for error reporting. The function is called back as f(ctx, error). """ import sys if 'libxslt' not in sys.modules: # normal behaviour when libxslt is not imported ret = libxml2mod.xmlRegisterErrorHandler(f,ctx)...

[ "def", "registerErrorHandler", "(", "f", ",", "ctx", ")", ":", "import", "sys", "if", "'libxslt'", "not", "in", "sys", ".", "modules", ":", "# normal behaviour when libxslt is not imported", "ret", "=", "libxml2mod", ".", "xmlRegisterErrorHandler", "(", "f", ",", ...

38.769231

12.846154

def to_mapquest_str(self): """ Convert Viewbox object to a string that can be used by `MapQuest <http://www.mapquestapi.com/geocoding/#options>`_ as a query parameter. """ vb = self.convert_srs(4326) return '%s,%s,%s,%s' % (vb.left, vb.top, vb.right, vb.bottom)

[ "def", "to_mapquest_str", "(", "self", ")", ":", "vb", "=", "self", ".", "convert_srs", "(", "4326", ")", "return", "'%s,%s,%s,%s'", "%", "(", "vb", ".", "left", ",", "vb", ".", "top", ",", "vb", ".", "right", ",", "vb", ".", "bottom", ")" ]

38.75

13.5

def polygons_to_geom_dicts(polygons, skip_invalid=True): """ Converts a Polygons element into a list of geometry dictionaries, preserving all value dimensions. For array conversion the following conventions are applied: * Any nan separated array are converted into a MultiPolygon * Any array wi...

[ "def", "polygons_to_geom_dicts", "(", "polygons", ",", "skip_invalid", "=", "True", ")", ":", "interface", "=", "polygons", ".", "interface", ".", "datatype", "if", "interface", "==", "'geodataframe'", ":", "return", "[", "row", ".", "to_dict", "(", ")", "fo...

36.30137

17.150685

def initialize_users(self) -> None: """Load device user data and initialize user management.""" users = self.request('get', pwdgrp_url) self.users = Users(users, self.request)

[ "def", "initialize_users", "(", "self", ")", "->", "None", ":", "users", "=", "self", ".", "request", "(", "'get'", ",", "pwdgrp_url", ")", "self", ".", "users", "=", "Users", "(", "users", ",", "self", ".", "request", ")" ]

49

4.75

def usage(self): """Instance depends on the API version: * 2015-06-15: :class:`UsageOperations<azure.mgmt.storage.v2015_06_15.operations.UsageOperations>` * 2016-01-01: :class:`UsageOperations<azure.mgmt.storage.v2016_01_01.operations.UsageOperations>` * 2016-12-01: :class:`Usa...

[ "def", "usage", "(", "self", ")", ":", "api_version", "=", "self", ".", "_get_api_version", "(", "'usage'", ")", "if", "api_version", "==", "'2015-06-15'", ":", "from", ".", "v2015_06_15", ".", "operations", "import", "UsageOperations", "as", "OperationClass", ...

67.461538

35.384615

def _fetch(self): """forces update of a local cached copy of the real object (regardless of the preference setting self.cache)""" if not self.is_local and not self._obcache_current: #print('fetching data from %s' % self._ref.id) def _remote_fetch(id): retu...

[ "def", "_fetch", "(", "self", ")", ":", "if", "not", "self", ".", "is_local", "and", "not", "self", ".", "_obcache_current", ":", "#print('fetching data from %s' % self._ref.id)", "def", "_remote_fetch", "(", "id", ")", ":", "return", "distob", ".", "engine", ...

52.090909

13.181818

def footprint(self): """Return product footprint.""" product_footprint = self._product_metadata.iter("Product_Footprint") # I don't know why two "Product_Footprint" items are found. for element in product_footprint: global_footprint = None for global_footprint in ...

[ "def", "footprint", "(", "self", ")", ":", "product_footprint", "=", "self", ".", "_product_metadata", ".", "iter", "(", "\"Product_Footprint\"", ")", "# I don't know why two \"Product_Footprint\" items are found.", "for", "element", "in", "product_footprint", ":", "globa...

52.444444

18.111111

def _has_match(self, assembled_summary): '''assembled_summary should be output of _to_cluster_summary_assembled''' if assembled_summary.startswith('yes'): if self.data[0]['var_only'] == '0' or self._to_cluster_summary_has_known_nonsynonymous(assembled_summary) == 'yes': retur...

[ "def", "_has_match", "(", "self", ",", "assembled_summary", ")", ":", "if", "assembled_summary", ".", "startswith", "(", "'yes'", ")", ":", "if", "self", ".", "data", "[", "0", "]", "[", "'var_only'", "]", "==", "'0'", "or", "self", ".", "_to_cluster_sum...

44.777778

25.222222

def _request(self, uri, method='GET', params=None, files=None, headers=None, auth=None): """Override the parent _request method. We have to do this here because FireEye requires some extra authentication steps. """ if params: params['environment_id'] = self.env_id ...

[ "def", "_request", "(", "self", ",", "uri", ",", "method", "=", "'GET'", ",", "params", "=", "None", ",", "files", "=", "None", ",", "headers", "=", "None", ",", "auth", "=", "None", ")", ":", "if", "params", ":", "params", "[", "'environment_id'", ...

33.24

19.8

def render(self, template: str, **vars) -> str: """ Render the named template. The current context will be available to the template as the ``ctx`` variable. :param template: name of the template file :param vars: extra template variables :return: the rendered results ...

[ "def", "render", "(", "self", ",", "template", ":", "str", ",", "*", "*", "vars", ")", "->", "str", ":", "vars", ".", "setdefault", "(", "'ctx'", ",", "self", ".", "_ctx", ")", "return", "self", ".", "_renderer", ".", "render", "(", "template", ","...

32

16.307692

def updateMappingsOnDeviceType(self, thingTypeId, logicalInterfaceId, mappingsObject, notificationStrategy = "never"): """ Add mappings for a thing type. Parameters: - thingTypeId (string) - the thing type - logicalInterfaceId (string) - the id of the application interfac...

[ "def", "updateMappingsOnDeviceType", "(", "self", ",", "thingTypeId", ",", "logicalInterfaceId", ",", "mappingsObject", ",", "notificationStrategy", "=", "\"never\"", ")", ":", "req", "=", "ApiClient", ".", "oneThingTypeMappingUrl", "%", "(", "self", ".", "host", ...

50.818182

30.878788

def _make_schema_patterns(self) -> None: """Build schema pattern for the receiver and its data descendants.""" self.schema_pattern = self._schema_pattern() for dc in self.data_children(): if isinstance(dc, InternalNode): dc._make_schema_patterns()

[ "def", "_make_schema_patterns", "(", "self", ")", "->", "None", ":", "self", ".", "schema_pattern", "=", "self", ".", "_schema_pattern", "(", ")", "for", "dc", "in", "self", ".", "data_children", "(", ")", ":", "if", "isinstance", "(", "dc", ",", "Intern...

49

3.166667

def _get_structure(self): """ Get the structure we are going to work with. :return: The structure we have to work with. :rtype: dict """ # We initiate an empty variable which is going to save the location of # file we are going to download. structure_fil...

[ "def", "_get_structure", "(", "self", ")", ":", "# We initiate an empty variable which is going to save the location of", "# file we are going to download.", "structure_file", "=", "\"\"", "# We initiate the variable which will save the request instance.", "req", "=", "\"\"", "if", "...

37.555556

23.583333

def _set_init_params(self, qrs_amp_recent, noise_amp_recent, rr_recent, last_qrs_ind): """ Set initial online parameters """ self.qrs_amp_recent = qrs_amp_recent self.noise_amp_recent = noise_amp_recent # What happens if qrs_thr is calculated to b...

[ "def", "_set_init_params", "(", "self", ",", "qrs_amp_recent", ",", "noise_amp_recent", ",", "rr_recent", ",", "last_qrs_ind", ")", ":", "self", ".", "qrs_amp_recent", "=", "qrs_amp_recent", "self", ".", "noise_amp_recent", "=", "noise_amp_recent", "# What happens if ...

41.294118

11.529412

def _schedule_processing_blocks(self): """Schedule Processing Blocks for execution.""" LOG.info('Starting to Schedule Processing Blocks.') while True: time.sleep(0.5) if not self._queue: continue if self._num_pbcs >= self._max_pbcs: ...

[ "def", "_schedule_processing_blocks", "(", "self", ")", ":", "LOG", ".", "info", "(", "'Starting to Schedule Processing Blocks.'", ")", "while", "True", ":", "time", ".", "sleep", "(", "0.5", ")", "if", "not", "self", ".", "_queue", ":", "continue", "if", "s...

47.538462

14.5

def containsPoint(self, point, Zorder=False): ''' :param: point - Point subclass :param: Zorder - optional Boolean Is true if the point is contain in the rectangle or along the rectangle's edges. If Zorder is True, the method will check point.z for equality wit...

[ "def", "containsPoint", "(", "self", ",", "point", ",", "Zorder", "=", "False", ")", ":", "if", "not", "point", ".", "isBetweenX", "(", "self", ".", "A", ",", "self", ".", "B", ")", ":", "return", "False", "if", "not", "point", ".", "isBetweenY", "...

27.809524

20

def _updated(self, url, payload, template=None): """ Generic call to see if a template request returns 304 accepts: - a string to combine with the API endpoint - a dict of format values, in case they're required by 'url' - a template name to check for As per the A...

[ "def", "_updated", "(", "self", ",", "url", ",", "payload", ",", "template", "=", "None", ")", ":", "# If the template is more than an hour old, try a 304", "if", "(", "abs", "(", "datetime", ".", "datetime", ".", "utcnow", "(", ")", ".", "replace", "(", "tz...

39.333333

17.333333

def p_let_arr_substr_in_args2(p): """ statement : LET ARRAY_ID LP arguments COMMA TO expr RP EQ expr | ARRAY_ID LP arguments COMMA TO expr RP EQ expr """ i = 2 if p[1].upper() == 'LET' else 1 id_ = p[i] arg_list = p[i + 2] top_ = p[i + 5] substr = (make_number(0, lineno=p....

[ "def", "p_let_arr_substr_in_args2", "(", "p", ")", ":", "i", "=", "2", "if", "p", "[", "1", "]", ".", "upper", "(", ")", "==", "'LET'", "else", "1", "id_", "=", "p", "[", "i", "]", "arg_list", "=", "p", "[", "i", "+", "2", "]", "top_", "=", ...

35.833333

17.916667

def imagetransformer_base_10l_16h_big_dr01_imgnet(): """big 1d model for conditional image generation.""" hparams = imagetransformer_base_14l_8h_big_dr01() # num_hidden_layers hparams.num_decoder_layers = 10 hparams.num_heads = 16 hparams.hidden_size = 1024 hparams.filter_size = 4096 hparams.batch_size ...

[ "def", "imagetransformer_base_10l_16h_big_dr01_imgnet", "(", ")", ":", "hparams", "=", "imagetransformer_base_14l_8h_big_dr01", "(", ")", "# num_hidden_layers", "hparams", ".", "num_decoder_layers", "=", "10", "hparams", ".", "num_heads", "=", "16", "hparams", ".", "hid...

33.833333

11.833333

def heightmap_add_hill( hm: np.ndarray, x: float, y: float, radius: float, height: float ) -> None: """Add a hill (a half spheroid) at given position. If height == radius or -radius, the hill is a half-sphere. Args: hm (numpy.ndarray): A numpy.ndarray formatted for heightmap functions. ...

[ "def", "heightmap_add_hill", "(", "hm", ":", "np", ".", "ndarray", ",", "x", ":", "float", ",", "y", ":", "float", ",", "radius", ":", "float", ",", "height", ":", "float", ")", "->", "None", ":", "lib", ".", "TCOD_heightmap_add_hill", "(", "_heightmap...

41.533333

23.866667

def trajectory_SgConst(Sg=0.1, delta_logt_dex=-0.01): ''' setup trajectories for constant radiation entropy. S_gamma/R where the radiation constant R = N_A*k (Dave Arnett, Supernova book, p. 212) This relates rho and T but the time scale for this is independent. Parameters ---------- ...

[ "def", "trajectory_SgConst", "(", "Sg", "=", "0.1", ",", "delta_logt_dex", "=", "-", "0.01", ")", ":", "# reverse logarithmic time", "logtimerev", "=", "np", ".", "arange", "(", "5.", ",", "-", "6.", ",", "delta_logt_dex", ")", "logrho", "=", "np", ".", ...

31.478261

24

def xmlresponse(py_data): """ Generates an XML formatted method response for the given python data. :param py_data | <variant> """ xroot = ElementTree.Element('methodResponse') xparams = ElementTree.SubElement(xroot, 'params') xparam = ElementTree.SubElement(xparams, 'param') ...

[ "def", "xmlresponse", "(", "py_data", ")", ":", "xroot", "=", "ElementTree", ".", "Element", "(", "'methodResponse'", ")", "xparams", "=", "ElementTree", ".", "SubElement", "(", "xroot", ",", "'params'", ")", "xparam", "=", "ElementTree", ".", "SubElement", ...

34.148649

15.337838

def lookup(self, iterable, gather=False): """Call the lookup on the root node with the given parameters. Args iterable(index or key): Used to retrive nodes from tree gather(bool): this is passed down to the root node lookup Notes: max_edit_distance and match...

[ "def", "lookup", "(", "self", ",", "iterable", ",", "gather", "=", "False", ")", ":", "for", "result", "in", "self", ".", "root", ".", "lookup", "(", "iterable", ",", "gather", "=", "gather", ",", "edit_distance", "=", "0", ",", "max_edit_distance", "=...

43.0625

21.75

def _resolve_assignment_parts(parts, assign_path, context): """recursive function to resolve multiple assignments""" assign_path = assign_path[:] index = assign_path.pop(0) for part in parts: assigned = None if isinstance(part, nodes.Dict): # A dictionary in an iterating cont...

[ "def", "_resolve_assignment_parts", "(", "parts", ",", "assign_path", ",", "context", ")", ":", "assign_path", "=", "assign_path", "[", ":", "]", "index", "=", "assign_path", ".", "pop", "(", "0", ")", "for", "part", "in", "parts", ":", "assigned", "=", ...

33.710526

17.815789

def put_mouse_event_absolute(self, x, y, dz, dw, button_state): """Positions the mouse pointer using absolute x and y coordinates. These coordinates are expressed in pixels and start from [1,1] which corresponds to the top left corner of the virtual display. The values [-1,-1] and ...

[ "def", "put_mouse_event_absolute", "(", "self", ",", "x", ",", "y", ",", "dz", ",", "dw", ",", "button_state", ")", ":", "if", "not", "isinstance", "(", "x", ",", "baseinteger", ")", ":", "raise", "TypeError", "(", "\"x can only be an instance of type baseinte...

40.661538

20

def and_terms(*args): """ Connect given term strings or list(s) of term strings with an AND operator for querying. Args: An arbitrary number of either strings or lists of strings representing query terms. Returns A query string consisting of argument terms and'ed together. ...

[ "def", "and_terms", "(", "*", "args", ")", ":", "args", "=", "[", "arg", "if", "not", "isinstance", "(", "arg", ",", "list", ")", "else", "' '", ".", "join", "(", "arg", ")", "for", "arg", "in", "args", "]", "return", "'({0})'", ".", "format", "(...

40

25.363636

def handle(self): """ Executes the command. """ if not self.confirm_to_proceed( "<question>Are you sure you want to seed the database?:</question> " ): return self.resolver.set_default_connection(self.option("database")) self._get_seeder(...

[ "def", "handle", "(", "self", ")", ":", "if", "not", "self", ".", "confirm_to_proceed", "(", "\"<question>Are you sure you want to seed the database?:</question> \"", ")", ":", "return", "self", ".", "resolver", ".", "set_default_connection", "(", "self", ".", "option...

25.214286

20.5

def read_file(self, changeset_file): """Download the replication changeset file or read it directly from the filesystem (to test purposes). """ if isfile(changeset_file): self.filename = changeset_file else: self.path = mkdtemp() self.filename ...

[ "def", "read_file", "(", "self", ",", "changeset_file", ")", ":", "if", "isfile", "(", "changeset_file", ")", ":", "self", ".", "filename", "=", "changeset_file", "else", ":", "self", ".", "path", "=", "mkdtemp", "(", ")", "self", ".", "filename", "=", ...

36.625

13.375

def rowCount(self, parentIndex=QtCore.QModelIndex()): """ Returns the number of rows under the given parent. When the parent is valid it means that rowCount is returning the number of children of parent. Note: When implementing a table based model, rowCount() should return 0 when the pa...

[ "def", "rowCount", "(", "self", ",", "parentIndex", "=", "QtCore", ".", "QModelIndex", "(", ")", ")", ":", "parentItem", "=", "self", ".", "getItem", "(", "parentIndex", ",", "altItem", "=", "self", ".", "invisibleRootItem", ")", "return", "parentItem", "....

51.888889

22.666667

def astensor(array: TensorLike) -> BKTensor: """Convert to product tensor""" tensor = tf.convert_to_tensor(array, dtype=CTYPE) if DEVICE == 'gpu': tensor = tensor.gpu() # pragma: no cover # size = np.prod(np.array(tensor.get_shape().as_list())) N = int(math.log2(size(tensor))) tensor =...

[ "def", "astensor", "(", "array", ":", "TensorLike", ")", "->", "BKTensor", ":", "tensor", "=", "tf", ".", "convert_to_tensor", "(", "array", ",", "dtype", "=", "CTYPE", ")", "if", "DEVICE", "==", "'gpu'", ":", "tensor", "=", "tensor", ".", "gpu", "(", ...

32.454545

15.454545

def from_content_type(cls, content_type): """ Build a serializer object from a MIME Content-Type string. :param str content_type: The Content-Type string to parse. :return: A new serializer instance. :rtype: :py:class:`.Serializer` """ name = content_type options = {} if ';' in content_type: name,...

[ "def", "from_content_type", "(", "cls", ",", "content_type", ")", ":", "name", "=", "content_type", "options", "=", "{", "}", "if", "';'", "in", "content_type", ":", "name", ",", "options_str", "=", "content_type", ".", "split", "(", "';'", ",", "1", ")"...

30.541667

15.625

def is_valid_endpoint(url): """ Just ensures the url has a scheme (http/https), and a net location (IP or domain name). Can make more advanced or do on-network tests if needed, but this is really just to catch obvious errors. >>> is_valid_endpoint("https://34.216.72.29:6206") True >>> is_valid_e...

[ "def", "is_valid_endpoint", "(", "url", ")", ":", "try", ":", "result", "=", "urlparse", "(", "url", ")", "if", "result", ".", "port", ":", "_port", "=", "int", "(", "result", ".", "port", ")", "return", "(", "all", "(", "[", "result", ".", "scheme...

31.52

20.48

def _acl_changes(name, id=None, type=None, rules=None, consul_url=None, token=None): ''' return True if the acl need to be update, False if it doesn't need to be update ''' info = __salt__['consul.acl_info'](id=id, token=token, consul_url=consul_url) if info['res'] and info['data'][0]['Name'] !=...

[ "def", "_acl_changes", "(", "name", ",", "id", "=", "None", ",", "type", "=", "None", ",", "rules", "=", "None", ",", "consul_url", "=", "None", ",", "token", "=", "None", ")", ":", "info", "=", "__salt__", "[", "'consul.acl_info'", "]", "(", "id", ...

37.285714

28.714286

def setParams(self, inputCol=None, outputCol=None, stopWords=None, caseSensitive=False, locale=None): """ setParams(self, inputCol=None, outputCol=None, stopWords=None, caseSensitive=false, \ locale=None) Sets params for this StopWordRemover. """ kwargs ...

[ "def", "setParams", "(", "self", ",", "inputCol", "=", "None", ",", "outputCol", "=", "None", ",", "stopWords", "=", "None", ",", "caseSensitive", "=", "False", ",", "locale", "=", "None", ")", ":", "kwargs", "=", "self", ".", "_input_kwargs", "return", ...

40.777778

16.111111

def find_object(self, pattern): """Get a list of host corresponding to the pattern regarding the context :param pattern: pattern to find :type pattern: str :return: Host list matching pattern (hostgroup name, template, all) :rtype: list[alignak.objects.host.Host] """ ...

[ "def", "find_object", "(", "self", ",", "pattern", ")", ":", "obj", "=", "None", "error", "=", "None", "pattern", "=", "pattern", ".", "strip", "(", ")", "if", "pattern", "==", "'*'", ":", "obj", "=", "[", "h", ".", "host_name", "for", "h", "in", ...

37.756098

20.414634

def _get_result_paths(self, data): """ Build the dict of result filepaths """ # access data through self.Parameters so we know it's been cast # to a FilePath wd = self.WorkingDir db_name = self.Parameters['-n'].Value log_name = self.Parameters['-l'].Value ...

[ "def", "_get_result_paths", "(", "self", ",", "data", ")", ":", "# access data through self.Parameters so we know it's been cast", "# to a FilePath", "wd", "=", "self", ".", "WorkingDir", "db_name", "=", "self", ".", "Parameters", "[", "'-n'", "]", ".", "Value", "lo...

44

15.190476

def _get_more_compressed(collection_name, num_to_return, cursor_id, ctx): """Internal compressed getMore message helper.""" return _compress( 2005, _get_more(collection_name, num_to_return, cursor_id), ctx)

[ "def", "_get_more_compressed", "(", "collection_name", ",", "num_to_return", ",", "cursor_id", ",", "ctx", ")", ":", "return", "_compress", "(", "2005", ",", "_get_more", "(", "collection_name", ",", "num_to_return", ",", "cursor_id", ")", ",", "ctx", ")" ]

54.75

21

def submit_row(context): """ Displays the row of buttons for delete and save. """ opts = context['opts'] change = context['change'] is_popup = context['is_popup'] save_as = context['save_as'] return { 'onclick_attrib': (opts.get_ordered_objects() and change ...

[ "def", "submit_row", "(", "context", ")", ":", "opts", "=", "context", "[", "'opts'", "]", "change", "=", "context", "[", "'change'", "]", "is_popup", "=", "context", "[", "'is_popup'", "]", "save_as", "=", "context", "[", "'save_as'", "]", "return", "{"...

43.15

20.65

def get(self, key, subcommand="config:get"): """Get a app config value by name""" cmd = ["heroku", subcommand, key, "--app", self.name] return self._result(cmd)

[ "def", "get", "(", "self", ",", "key", ",", "subcommand", "=", "\"config:get\"", ")", ":", "cmd", "=", "[", "\"heroku\"", ",", "subcommand", ",", "key", ",", "\"--app\"", ",", "self", ".", "name", "]", "return", "self", ".", "_result", "(", "cmd", ")...

45.25

8.25

def scale_pixels(color, layer): """Scales the pixel to the virtual pixelmap.""" pixelmap = [] # Scaling the pixel offsets. for pix_x in range(MAX_X + 1): for pix_y in range(MAX_Y + 1): # Horizontal pixels y1 = pix_y * dotsize[0] x1 = pix_x * dotsize[1] ...

[ "def", "scale_pixels", "(", "color", ",", "layer", ")", ":", "pixelmap", "=", "[", "]", "# Scaling the pixel offsets.", "for", "pix_x", "in", "range", "(", "MAX_X", "+", "1", ")", ":", "for", "pix_y", "in", "range", "(", "MAX_Y", "+", "1", ")", ":", ...

32.047619

16.190476

def total_edge_pixels_from_mask(mask): """Compute the total number of borders-pixels in a masks.""" border_pixel_total = 0 for y in range(mask.shape[0]): for x in range(mask.shape[1]): if not mask[y, x]: if mask[y + 1, x] or mask[y - 1, x] or mask[y, x + 1] or mask[y, x...

[ "def", "total_edge_pixels_from_mask", "(", "mask", ")", ":", "border_pixel_total", "=", "0", "for", "y", "in", "range", "(", "mask", ".", "shape", "[", "0", "]", ")", ":", "for", "x", "in", "range", "(", "mask", ".", "shape", "[", "1", "]", ")", ":...

38.692308

22.230769

def fallback(cache): """ Caches content retrieved by the client, thus allowing the cached content to be used later if the live content cannot be retrieved. """ log_filter = ThrottlingFilter(cache=cache) logger.filters = [] logger.addFilter(log_filter) def get_cache_response(cache_key)...

[ "def", "fallback", "(", "cache", ")", ":", "log_filter", "=", "ThrottlingFilter", "(", "cache", "=", "cache", ")", "logger", ".", "filters", "=", "[", "]", "logger", ".", "addFilter", "(", "log_filter", ")", "def", "get_cache_response", "(", "cache_key", "...

39.076923

18.384615

def rev_reg_id2cred_def_id(rr_id: str) -> str: """ Given a revocation registry identifier, return its corresponding credential definition identifier. Raise BadIdentifier if input is not a revocation registry identifier. :param rr_id: revocation registry identifier :return: credential definition ide...

[ "def", "rev_reg_id2cred_def_id", "(", "rr_id", ":", "str", ")", "->", "str", ":", "if", "ok_rev_reg_id", "(", "rr_id", ")", ":", "return", "':'", ".", "join", "(", "rr_id", ".", "split", "(", "':'", ")", "[", "2", ":", "-", "2", "]", ")", "# rev re...

45.083333

25.916667

def set(self, conn, key, value, exptime=0): """Sets a key to a value on the server with an optional exptime (0 means don't auto-expire) :param key: ``bytes``, is the key of the item. :param value: ``bytes``, data to store. :param exptime: ``int``, is expiration time. If it's 0, ...

[ "def", "set", "(", "self", ",", "conn", ",", "key", ",", "value", ",", "exptime", "=", "0", ")", ":", "flags", "=", "0", "# TODO: fix when exception removed", "resp", "=", "yield", "from", "self", ".", "_storage_command", "(", "conn", ",", "b'set'", ",",...

41.357143

13.571429

def level_ipix_to_uniq(level, ipix): """ Convert a level and HEALPix index into a uniq number representing the cell. This function is the inverse of `uniq_to_level_ipix`. Parameters ---------- level : int The level of the HEALPix cell ipix : int The index of the HEALPix cel...

[ "def", "level_ipix_to_uniq", "(", "level", ",", "ipix", ")", ":", "level", "=", "np", ".", "asarray", "(", "level", ",", "dtype", "=", "np", ".", "int64", ")", "ipix", "=", "np", ".", "asarray", "(", "ipix", ",", "dtype", "=", "np", ".", "int64", ...

23.6

20

def call(cmd, shell=True, **kwargs): " Run shell command. " LOGGER.debug("Cmd: %s" % cmd) check_call(cmd, shell=shell, stdout=LOGFILE_HANDLER.stream, **kwargs)

[ "def", "call", "(", "cmd", ",", "shell", "=", "True", ",", "*", "*", "kwargs", ")", ":", "LOGGER", ".", "debug", "(", "\"Cmd: %s\"", "%", "cmd", ")", "check_call", "(", "cmd", ",", "shell", "=", "shell", ",", "stdout", "=", "LOGFILE_HANDLER", ".", ...

33.6

19.6

def make_cleansed_file(i_chunk, tmp_cleansed_path): '''make a temp file of cleansed text''' tmp_cleansed = open(tmp_cleansed_path, 'wb') for idx, si in enumerate(i_chunk): tmp_cleansed.write('<FILENAME docid="%s">\n' % si.stream_id) tmp_cleansed.write(si.body.cleansed) ## how to deal...

[ "def", "make_cleansed_file", "(", "i_chunk", ",", "tmp_cleansed_path", ")", ":", "tmp_cleansed", "=", "open", "(", "tmp_cleansed_path", ",", "'wb'", ")", "for", "idx", ",", "si", "in", "enumerate", "(", "i_chunk", ")", ":", "tmp_cleansed", ".", "write", "(",...

43.454545

7.636364

def context(): """ Returns a new JobBackend instance which connects to AETROS Trainer based on "model" in aetros.yml or (internal: env:AETROS_MODEL_NAME environment variable). internal: If env:AETROS_JOB_ID is not defined, it creates a new job. Job is ended either by calling JobBackend.done(), Job...

[ "def", "context", "(", ")", ":", "job", "=", "JobBackend", "(", ")", "offline", "=", "False", "if", "'1'", "==", "os", ".", "getenv", "(", "'AETROS_OFFLINE'", ",", "''", ")", ":", "offline", "=", "True", "if", "os", ".", "getenv", "(", "'AETROS_JOB_I...

28.83871

25.612903

def choose(self, choose_from): """given a mapping of implementations choose one based on the current settings returns a key value pair """ for choice in self.elements: if choice in choose_from: return ImplementationChoice(choice, choose_from[choice]) ...

[ "def", "choose", "(", "self", ",", "choose_from", ")", ":", "for", "choice", "in", "self", ".", "elements", ":", "if", "choice", "in", "choose_from", ":", "return", "ImplementationChoice", "(", "choice", ",", "choose_from", "[", "choice", "]", ")", "raise"...

37.1

12.5

def logpdf_link(self, link_f, y, Y_metadata=None): """ Log Likelihood Function given link(f) .. math:: \\ln p(y_{i}|\lambda(f_{i})) = \\ln \\lambda(f_{i}) - y_{i}\\lambda(f_{i}) :param link_f: latent variables (link(f)) :type link_f: Nx1 array :param y: data...

[ "def", "logpdf_link", "(", "self", ",", "link_f", ",", "y", ",", "Y_metadata", "=", "None", ")", ":", "log_objective", "=", "np", ".", "log", "(", "link_f", ")", "-", "y", "*", "link_f", "return", "log_objective" ]

32.333333

19.444444

def equals(self, other): """ Equality of two SSAFiles. Compares :attr:`SSAFile.info`, :attr:`SSAFile.styles` and :attr:`SSAFile.events`. Order of entries in OrderedDicts does not matter. "ScriptType" key in info is considered an implementation detail and thus ignored. U...

[ "def", "equals", "(", "self", ",", "other", ")", ":", "if", "isinstance", "(", "other", ",", "SSAFile", ")", ":", "for", "key", "in", "set", "(", "chain", "(", "self", ".", "info", ".", "keys", "(", ")", ",", "other", ".", "info", ".", "keys", ...

44.433962

25.113208

def to_weld_type(weld_type, dim): """Summary Args: weld_type (TYPE): Description dim (TYPE): Description Returns: TYPE: Description """ for i in xrange(dim): weld_type = WeldVec(weld_type) return weld_type

[ "def", "to_weld_type", "(", "weld_type", ",", "dim", ")", ":", "for", "i", "in", "xrange", "(", "dim", ")", ":", "weld_type", "=", "WeldVec", "(", "weld_type", ")", "return", "weld_type" ]

19.307692

16.153846

def END(self): """END state.""" logger.debug('In state: END') self.current_state = STATE_END if self.script is not None: self.script.script_init(self.client.lease, self.current_state) self.script.script_go() else: set_net(self.client.lease) ...

[ "def", "END", "(", "self", ")", ":", "logger", ".", "debug", "(", "'In state: END'", ")", "self", ".", "current_state", "=", "STATE_END", "if", "self", ".", "script", "is", "not", "None", ":", "self", ".", "script", ".", "script_init", "(", "self", "."...

32.2

13

def _handle_execute_reply(self, msg): """ Reimplemented to support prompt requests. """ msg_id = msg['parent_header'].get('msg_id') info = self._request_info['execute'].get(msg_id) if info and info.kind == 'prompt': number = msg['content']['execution_count'] + 1 ...

[ "def", "_handle_execute_reply", "(", "self", ",", "msg", ")", ":", "msg_id", "=", "msg", "[", "'parent_header'", "]", ".", "get", "(", "'msg_id'", ")", "info", "=", "self", ".", "_request_info", "[", "'execute'", "]", ".", "get", "(", "msg_id", ")", "i...

44

10.909091

def _convert_images(self): """ Convert any images into a more Screen-friendly format. """ self._plain_images = [] self._colour_map = [] for image in self._images: colour_map = [] new_image = [] for line in image.split("\n"): ...

[ "def", "_convert_images", "(", "self", ")", ":", "self", ".", "_plain_images", "=", "[", "]", "self", ".", "_colour_map", "=", "[", "]", "for", "image", "in", "self", ".", "_images", ":", "colour_map", "=", "[", "]", "new_image", "=", "[", "]", "for"...

43.025641

10.923077

def get(self, url, headers=None, params=None, stream=False, timeout=None): """GET request. :param str url: Request url :param dict headers: (optional) Request headers :param dict params: (optional) Request query parameter :param bool stream: (optional) get content as stream ...

[ "def", "get", "(", "self", ",", "url", ",", "headers", "=", "None", ",", "params", "=", "None", ",", "stream", "=", "False", ",", "timeout", "=", "None", ")", ":", "if", "timeout", "is", "None", ":", "timeout", "=", "self", ".", "timeout", "respons...

39.913043

17.826087

def set_override(self, newchannels): '''this is a public method for use by drone API or other scripting''' self.override = newchannels self.override_counter = 10 self.send_rc_override()

[ "def", "set_override", "(", "self", ",", "newchannels", ")", ":", "self", ".", "override", "=", "newchannels", "self", ".", "override_counter", "=", "10", "self", ".", "send_rc_override", "(", ")" ]

42.6

12.2

def get_action(action): """Get action.""" action_obj = Base.get_or_new_from_json_dict_with_types( action, { 'postback': PostbackAction, 'message': MessageAction, 'uri': URIAction, 'datetimepicker': DatetimePickerAction, 'camera': CameraAction, ...

[ "def", "get_action", "(", "action", ")", ":", "action_obj", "=", "Base", ".", "get_or_new_from_json_dict_with_types", "(", "action", ",", "{", "'postback'", ":", "PostbackAction", ",", "'message'", ":", "MessageAction", ",", "'uri'", ":", "URIAction", ",", "'dat...

30.571429

12.785714

def extract_path(cloudpath): """cloudpath: e.g. gs://neuroglancer/DATASET/LAYER/info or s3://...""" protocol_re = r'^(gs|file|s3|boss|matrix|https?)://' bucket_re = r'^(/?[~\d\w_\.\-]+)/' tail_re = r'([\d\w_\.\-]+)/([\d\w_\.\-]+)/?$' error = UnsupportedProtocolError(""" Cloud path must conform to PROTOCO...

[ "def", "extract_path", "(", "cloudpath", ")", ":", "protocol_re", "=", "r'^(gs|file|s3|boss|matrix|https?)://'", "bucket_re", "=", "r'^(/?[~\\d\\w_\\.\\-]+)/'", "tail_re", "=", "r'([\\d\\w_\\.\\-]+)/([\\d\\w_\\.\\-]+)/?$'", "error", "=", "UnsupportedProtocolError", "(", "\"\"\"...

27.846154

20.461538

def retrieveVals(self): """Retrieve values for graphs.""" lighttpdInfo = LighttpdInfo(self._host, self._port, self._user, self._password, self._statuspath, self._ssl) stats = lighttpdInfo.getServerStats() if self.hasGraph('...

[ "def", "retrieveVals", "(", "self", ")", ":", "lighttpdInfo", "=", "LighttpdInfo", "(", "self", ".", "_host", ",", "self", ".", "_port", ",", "self", ".", "_user", ",", "self", ".", "_password", ",", "self", ".", "_statuspath", ",", "self", ".", "_ssl"...

56.4

18.6

async def _mogrify(conn, query, args): """Safely inline arguments to query text.""" # Introspect the target query for argument types and # build a list of safely-quoted fully-qualified type names. ps = await conn.prepare(query) paramtypes = [] for t in ps.get_parameters(): if t.name.ends...

[ "async", "def", "_mogrify", "(", "conn", ",", "query", ",", "args", ")", ":", "# Introspect the target query for argument types and", "# build a list of safely-quoted fully-qualified type names.", "ps", "=", "await", "conn", ".", "prepare", "(", "query", ")", "paramtypes"...

35.333333

17.777778

def _get_value(self, evt): """Internal usage only""" if evt.err: e = evt.errors[0] return "[%s] %s" % (e.reason, e.desc) if isinstance(evt, EventData): return "[%s] %s" % ( evt.attr_value.quality, str(evt.attr_value.value)) elif isinst...

[ "def", "_get_value", "(", "self", ",", "evt", ")", ":", "if", "evt", ".", "err", ":", "e", "=", "evt", ".", "errors", "[", "0", "]", "return", "\"[%s] %s\"", "%", "(", "e", ".", "reason", ",", "e", ".", "desc", ")", "if", "isinstance", "(", "ev...

36.578947

13.052632

def fetchText(cls, url, data, textSearch, optional): """Search text entry for given text XPath in a HTML page.""" if cls.css: searchFun = data.cssselect else: searchFun = data.xpath if textSearch: text = '' for match in searchFun(textSearch...

[ "def", "fetchText", "(", "cls", ",", "url", ",", "data", ",", "textSearch", ",", "optional", ")", ":", "if", "cls", ".", "css", ":", "searchFun", "=", "data", ".", "cssselect", "else", ":", "searchFun", "=", "data", ".", "xpath", "if", "textSearch", ...

38.318182

15.681818

def add(self, routeID, edges): """add(string, list(string)) -> None Adds a new route with the given id consisting of the given list of edge IDs. """ self._connection._beginMessage(tc.CMD_SET_ROUTE_VARIABLE, tc.ADD, routeID, 1 + 4 + sum(map(len, edg...

[ "def", "add", "(", "self", ",", "routeID", ",", "edges", ")", ":", "self", ".", "_connection", ".", "_beginMessage", "(", "tc", ".", "CMD_SET_ROUTE_VARIABLE", ",", "tc", ".", "ADD", ",", "routeID", ",", "1", "+", "4", "+", "sum", "(", "map", "(", "...

46.666667

21.222222

def independent_freq_count(frequencies, times, conservative=True): '''This estimates M: the number of independent frequencies in the periodogram. This follows the terminology on page 3 of Zechmeister & Kurster (2009):: M = DELTA_f / delta_f where:: DELTA_f = freq.max() - freq.min() ...

[ "def", "independent_freq_count", "(", "frequencies", ",", "times", ",", "conservative", "=", "True", ")", ":", "M", "=", "frequencies", ".", "ptp", "(", ")", "*", "times", ".", "ptp", "(", ")", "if", "conservative", ":", "M_eff", "=", "min", "(", "[", ...

23.166667

28.541667

def feed(self, data, o: int = 0, l: int = -1): """Feed data to parser.""" if l == -1: l = len(data) - o if o < 0 or l < 0: raise ValueError("negative input") if o + l > len(data): raise ValueError("input is larger than buffer size") self._parse...

[ "def", "feed", "(", "self", ",", "data", ",", "o", ":", "int", "=", "0", ",", "l", ":", "int", "=", "-", "1", ")", ":", "if", "l", "==", "-", "1", ":", "l", "=", "len", "(", "data", ")", "-", "o", "if", "o", "<", "0", "or", "l", "<", ...

37.444444

10.777778

def version_cmp(ver1, ver2, ignore_epoch=False, **kwargs): ''' .. versionadded:: 2015.5.4 Do a cmp-style comparison on two packages. Return -1 if ver1 < ver2, 0 if ver1 == ver2, and 1 if ver1 > ver2. Return None if there was a problem making the comparison. ignore_epoch : False Set to ...

[ "def", "version_cmp", "(", "ver1", ",", "ver2", ",", "ignore_epoch", "=", "False", ",", "*", "*", "kwargs", ")", ":", "return", "__salt__", "[", "'lowpkg.version_cmp'", "]", "(", "ver1", ",", "ver2", ",", "ignore_epoch", "=", "ignore_epoch", ")" ]

29.5

28.1

def dumps(self): """ Returns contents of config file as string OUT: out (type: str, hint: config content) """ out = "" for option in self.options: value = make_value(option.default_value) out += "%s = %s%s\n" % (option.name, value, (" # %s" % option.comment) if option.comment else "") return ou...

[ "def", "dumps", "(", "self", ")", ":", "out", "=", "\"\"", "for", "option", "in", "self", ".", "options", ":", "value", "=", "make_value", "(", "option", ".", "default_value", ")", "out", "+=", "\"%s = %s%s\\n\"", "%", "(", "option", ".", "name", ",", ...

29.454545

10.363636

def get_bounding_box(self): """Get the bounding box of this file.""" from pyproj import Geod geod = Geod(ellps='WGS84') dataset_group = DATASET_KEYS[self.datasets[0]] idx = 0 lons_ring = None lats_ring = None while True: path = 'Data_Products/{...

[ "def", "get_bounding_box", "(", "self", ")", ":", "from", "pyproj", "import", "Geod", "geod", "=", "Geod", "(", "ellps", "=", "'WGS84'", ")", "dataset_group", "=", "DATASET_KEYS", "[", "self", ".", "datasets", "[", "0", "]", "]", "idx", "=", "0", "lons...

42.878788

21.484848

def unserialize(self, msg_list, content=True, copy=True): """Unserialize a msg_list to a nested message dict. This is roughly the inverse of serialize. The serialize/unserialize methods work with full message lists, whereas pack/unpack work with the individual message parts in the messa...

[ "def", "unserialize", "(", "self", ",", "msg_list", ",", "content", "=", "True", ",", "copy", "=", "True", ")", ":", "minlen", "=", "4", "message", "=", "{", "}", "if", "not", "copy", ":", "for", "i", "in", "range", "(", "minlen", ")", ":", "msg_...

39.055556

17.537037

def pruned_affine(inp, n_outmaps, base_axis=1, w_init=None, b_init=None, fix_parameters=False, rng=None, with_bias=True, prune_w=True, rate_w=0.9, prune_b=True, rate_b=0.9): """Pruned Affine. Pruned Affine is the affine function, exce...

[ "def", "pruned_affine", "(", "inp", ",", "n_outmaps", ",", "base_axis", "=", "1", ",", "w_init", "=", "None", ",", "b_init", "=", "None", ",", "fix_parameters", "=", "False", ",", "rng", "=", "None", ",", "with_bias", "=", "True", ",", "prune_w", "=", ...

41.159574

26.968085

def _read_schema(self): """return the local filename of the definition file for this schema if not present or older than expiry, pull the latest version from the web at self._ontology_file""" cache_filename = os.path.join( CACHE_ROOT, "%s.smt" % self._representation) ...

[ "def", "_read_schema", "(", "self", ")", ":", "cache_filename", "=", "os", ".", "path", ".", "join", "(", "CACHE_ROOT", ",", "\"%s.smt\"", "%", "self", ".", "_representation", ")", "log", ".", "info", "(", "\"Attempting to read local schema at %s\"", "%", "cac...

44.722222

19.5

def _accumulate_random(count, found, oldthing, newthing): """This performs on-line random selection. We have a stream of objects o_1,c_1; o_2,c_2; ... where there are c_i equivalent objects like o_1. We'd like to pick a random object o uniformly at random from the list [o_1]*c_1 + [...

[ "def", "_accumulate_random", "(", "count", ",", "found", ",", "oldthing", ",", "newthing", ")", ":", "if", "randint", "(", "1", ",", "count", "+", "found", ")", "<=", "found", ":", "return", "count", "+", "found", ",", "newthing", "else", ":", "return"...

29.22449

21.081633

def get_reviews(obj): """Simply returns the reviews for an object.""" ctype = ContentType.objects.get_for_model(obj) return models.Review.objects.filter(content_type=ctype, object_id=obj.id)

[ "def", "get_reviews", "(", "obj", ")", ":", "ctype", "=", "ContentType", ".", "objects", ".", "get_for_model", "(", "obj", ")", "return", "models", ".", "Review", ".", "objects", ".", "filter", "(", "content_type", "=", "ctype", ",", "object_id", "=", "o...

49.75

16.5

def _list_crossmatch( self, dbRows): """*to a finer grain crossmatch of the input coordinates and the database results.* **Key Arguments:** - ``dbRows`` -- the rows return from the database on first crossmatch pass. **Return:** - ``matchIndices1`...

[ "def", "_list_crossmatch", "(", "self", ",", "dbRows", ")", ":", "self", ".", "log", ".", "debug", "(", "'starting the ``_list_crossmatch`` method'", ")", "dbRas", "=", "[", "]", "dbRas", "[", ":", "]", "=", "[", "d", "[", "self", ".", "raCol", "]", "f...

31.479167

22.4375

def exec_container(self, asset_url, algorithm_url, resource_group_name, account_name, account_key, location, share_name_input='compute', ...

[ "def", "exec_container", "(", "self", ",", "asset_url", ",", "algorithm_url", ",", "resource_group_name", ",", "account_name", ",", "account_key", ",", "location", ",", "share_name_input", "=", "'compute'", ",", "share_name_output", "=", "'output'", ",", "docker_ima...

54.88

22.64

def unpack(d): """Unpack and return a framed binary message. """ p = SBP._parser.parse(d) assert p.preamble == SBP_PREAMBLE, "Invalid preamble 0x%x." % p.preamble return SBP(p.msg_type, p.sender, p.length, p.payload, p.crc)

[ "def", "unpack", "(", "d", ")", ":", "p", "=", "SBP", ".", "_parser", ".", "parse", "(", "d", ")", "assert", "p", ".", "preamble", "==", "SBP_PREAMBLE", ",", "\"Invalid preamble 0x%x.\"", "%", "p", ".", "preamble", "return", "SBP", "(", "p", ".", "ms...

34

19.714286

def remove(self, item): """Remove the first occurence of an item, the caseless way.""" for entry in self: if item.lower() == entry.lower(): list.remove(self, entry) return raise ValueError(': list.remove(x): x not in list')

[ "def", "remove", "(", "self", ",", "item", ")", ":", "for", "entry", "in", "self", ":", "if", "item", ".", "lower", "(", ")", "==", "entry", ".", "lower", "(", ")", ":", "list", ".", "remove", "(", "self", ",", "entry", ")", "return", "raise", ...

40.714286

10.428571

def intersect(df, other, index=False, keep='first'): """ Returns rows that appear in both DataFrames. Args: df (pandas.DataFrame): data passed in through the pipe. other (pandas.DataFrame): other DataFrame to use for set operation with the first. Kwargs: index (bool...

[ "def", "intersect", "(", "df", ",", "other", ",", "index", "=", "False", ",", "keep", "=", "'first'", ")", ":", "validate_set_ops", "(", "df", ",", "other", ")", "if", "index", ":", "df_reset_index", "=", "df", ".", "reset_index", "(", ")", "other_rese...

41.27027

20.027027

def child_link_record_exists(self): # type: () -> bool ''' Determine whether this Rock Ridge entry has a child link record (used for relocating deep directory records). Parameters: None. Returns: True if this Rock Ridge entry has a child link record, Fa...

[ "def", "child_link_record_exists", "(", "self", ")", ":", "# type: () -> bool", "if", "not", "self", ".", "_initialized", ":", "raise", "pycdlibexception", ".", "PyCdlibInternalError", "(", "'Rock Ridge extension not yet initialized'", ")", "return", "self", ".", "dr_en...

37.4

28.733333

def _add_property(object_type, # type: Type[T] parameter, # type: Parameter pycontract=None, # type: Any validators=None # type: Any ): """ A method to dynamically add a property to a class with the optional given pycontract ...

[ "def", "_add_property", "(", "object_type", ",", "# type: Type[T]", "parameter", ",", "# type: Parameter", "pycontract", "=", "None", ",", "# type: Any", "validators", "=", "None", "# type: Any", ")", ":", "property_name", "=", "parameter", ".", "name", "# 1. create...

48

29.928571

def filter(self, field, operator, value): """ Add a query filter to be applied to the next API list call for this resource. :param field: Field name to filter by :type field: str :param operator: Operator value :type operator: str :param value: Value o...

[ "def", "filter", "(", "self", ",", "field", ",", "operator", ",", "value", ")", ":", "instance", "=", "copy", "(", "self", ")", "i", "=", "len", "(", "instance", ".", "_filters", ")", "instance", ".", "_filters", ".", "append", "(", "{", "'filter[fie...

49.392857

26.142857

def create_comment(self, body, line=github.GithubObject.NotSet, path=github.GithubObject.NotSet, position=github.GithubObject.NotSet): """ :calls: `POST /repos/:owner/:repo/commits/:sha/comments <http://developer.github.com/v3/repos/comments>`_ :param body: string :param line: integer ...

[ "def", "create_comment", "(", "self", ",", "body", ",", "line", "=", "github", ".", "GithubObject", ".", "NotSet", ",", "path", "=", "github", ".", "GithubObject", ".", "NotSet", ",", "position", "=", "github", ".", "GithubObject", ".", "NotSet", ")", ":...

49.142857

23.285714

def _gcs_create(args, _): """ Create one or more buckets. """ errs = [] for name in args['bucket']: try: bucket, key = google.datalab.storage._bucket.parse_name(name) if bucket and not key: google.datalab.storage.Bucket(bucket).create(_make_context(args['project'])) else: rai...

[ "def", "_gcs_create", "(", "args", ",", "_", ")", ":", "errs", "=", "[", "]", "for", "name", "in", "args", "[", "'bucket'", "]", ":", "try", ":", "bucket", ",", "key", "=", "google", ".", "datalab", ".", "storage", ".", "_bucket", ".", "parse_name"...

35.866667

19.533333

def drawClosedPath(self, pointList): """ Draws a closed series of lines on the current :py:class:`Layer` with the current :py:class:`Brush`. No interpolation is applied to these point and :py:meth:`drawLine` will be used to connect all the points lineraly. Coordinates are relative to the original layer size WIT...

[ "def", "drawClosedPath", "(", "self", ",", "pointList", ")", ":", "self", ".", "drawLine", "(", "pointList", "[", "0", "]", "[", "0", "]", ",", "pointList", "[", "0", "]", "[", "1", "]", ",", "pointList", "[", "1", "]", "[", "0", "]", ",", "poi...

49.733333

33.466667

def format_all(self): """ return a trace of parents and children of the obect """ res = '\n--- Format all : ' + str(self.name) + ' -------------\n' res += ' parent = ' + str(self.parent) + '\n' res += self._get_all_children() res += self._get_links() ...

[ "def", "format_all", "(", "self", ")", ":", "res", "=", "'\\n--- Format all : '", "+", "str", "(", "self", ".", "name", ")", "+", "' -------------\\n'", "res", "+=", "' parent = '", "+", "str", "(", "self", ".", "parent", ")", "+", "'\\n'", "res", "+=", ...

33.3

14.5

def _reset_internal(self): """Resets simulation internal configurations.""" # instantiate simulation from MJCF model self._load_model() self.mjpy_model = self.model.get_model(mode="mujoco_py") self.sim = MjSim(self.mjpy_model) self.initialize_time(self.control_freq) ...

[ "def", "_reset_internal", "(", "self", ")", ":", "# instantiate simulation from MJCF model", "self", ".", "_load_model", "(", ")", "self", ".", "mjpy_model", "=", "self", ".", "model", ".", "get_model", "(", "mode", "=", "\"mujoco_py\"", ")", "self", ".", "sim...

40.722222

18.722222

def plot_boundaries(self, **kwargs): """ Plots boundaries of a mesh """ edges = self.extract_edges() plotter = vtki.Plotter(off_screen=kwargs.pop('off_screen', False), notebook=kwargs.pop('notebook', None)) plotter.add_mesh(edges, 'r', style='wireframe', l...

[ "def", "plot_boundaries", "(", "self", ",", "*", "*", "kwargs", ")", ":", "edges", "=", "self", ".", "extract_edges", "(", ")", "plotter", "=", "vtki", ".", "Plotter", "(", "off_screen", "=", "kwargs", ".", "pop", "(", "'off_screen'", ",", "False", ")"...

45.777778

18.666667

def run(self, cmd, sudo=False, ignore_error=False, success_status=(0,), error_callback=None, custom_log=None, retry=0): """Run a command on the remote host. The command is run on the remote host, if there is a redirected host then the command will be run on that redirected host. See...

[ "def", "run", "(", "self", ",", "cmd", ",", "sudo", "=", "False", ",", "ignore_error", "=", "False", ",", "success_status", "=", "(", "0", ",", ")", ",", "error_callback", "=", "None", ",", "custom_log", "=", "None", ",", "retry", "=", "0", ")", ":...

42.610169

19.067797

def list_downloadable_sources(target_dir): """Returns a list of python source files is target_dir Parameters ---------- target_dir : str path to the directory where python source file are Returns ------- list list of paths to all Python source files in `target_dir` """ ...

[ "def", "list_downloadable_sources", "(", "target_dir", ")", ":", "return", "[", "os", ".", "path", ".", "join", "(", "target_dir", ",", "fname", ")", "for", "fname", "in", "os", ".", "listdir", "(", "target_dir", ")", "if", "fname", ".", "endswith", "(",...

28.933333

17.266667

def df(self, y, f, var): r""" Derivative of Gaussian log likelihood w.r.t.\ f. Parameters ---------- y: ndarray array of 0, 1 valued integers of targets f: ndarray latent function from the GLM prior (:math:`\mathbf{f} = \boldsymbol\Ph...

[ "def", "df", "(", "self", ",", "y", ",", "f", ",", "var", ")", ":", "var", "=", "self", ".", "_check_param", "(", "var", ")", "y", ",", "f", "=", "np", ".", "broadcast_arrays", "(", "y", ",", "f", ")", "return", "(", "y", "-", "f", ")", "/"...

30.521739

17.521739

def __cutRaw(self, oiraw, maxLength): '''现将句子按句子完结符号切分，如果切分完后一个句子长度超过限定值，再对该句子进行切分''' vec = [] m = re.findall(u".*?[。？！；;!?]", oiraw) num, l, last = 0, 0, 0 for i in range(len(m)): if(num + len(m[i]) >= maxLength): vec.append("".join(m[last:i]...

[ "def", "__cutRaw", "(", "self", ",", "oiraw", ",", "maxLength", ")", ":", "vec", "=", "[", "]", "m", "=", "re", ".", "findall", "(", "u\".*?[。？！；;!?]\", oiraw)", "", "", "", "num", ",", "l", ",", "last", "=", "0", ",", "0", ",", "0", "for", "i"...

31.8

11.2

def rows(array): """ Function to find the number of rows in an array. Excel reference: https://support.office.com/en-ie/article/rows-function-b592593e-3fc2-47f2-bec1-bda493811597 :param array: the array of which the rows should be counted. :return: the number of rows. """ if isinstance(arr...

[ "def", "rows", "(", "array", ")", ":", "if", "isinstance", "(", "array", ",", "(", "float", ",", "int", ")", ")", ":", "rows", "=", "1", "# special case for A1:A1 type ranges which for some reason only return an int/float", "elif", "array", "is", "None", ":", "r...

34.117647

25.529412

def roundvals(self, col: str, precision: int=2): """ Round floats in a column. Numbers are going to be converted to floats if they are not already :param col: column name :type col: str :param precision: float precision, defaults to 2 :param precision: int, optio...

[ "def", "roundvals", "(", "self", ",", "col", ":", "str", ",", "precision", ":", "int", "=", "2", ")", ":", "try", ":", "self", ".", "df", "[", "col", "]", "=", "self", ".", "df", "[", "col", "]", ".", "astype", "(", "\"float64\"", ")", "self", ...

35.052632

15.789474

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

[ "def", "_set_management", "(", "self", ",", "v", ",", "load", "=", "False", ")", ":", "if", "hasattr", "(", "v", ",", "\"_utype\"", ")", ":", "v", "=", "v", ".", "_utype", "(", "v", ")", "try", ":", "t", "=", "YANGDynClass", "(", "v", ",", "bas...

124.44

60.72

def reduce_function(op_func, input_tensor, axis=None, keepdims=None, name=None, reduction_indices=None): """ This function used to be needed to support tf 1.4 and early, but support for tf 1.4 and earlier is now dropped. :param op_func: expects the function to handle eg: tf.reduce_sum. :para...

[ "def", "reduce_function", "(", "op_func", ",", "input_tensor", ",", "axis", "=", "None", ",", "keepdims", "=", "None", ",", "name", "=", "None", ",", "reduction_indices", "=", "None", ")", ":", "warnings", ".", "warn", "(", "\"`reduce_function` is deprecated a...

49.4

27.7

def update(): ''' Update the cache file for the bucket. ''' metadata = _init() if S3_SYNC_ON_UPDATE: # sync the buckets to the local cache log.info('Syncing local cache from S3...') for saltenv, env_meta in six.iteritems(metadata): for bucket_files in _find_file...

[ "def", "update", "(", ")", ":", "metadata", "=", "_init", "(", ")", "if", "S3_SYNC_ON_UPDATE", ":", "# sync the buckets to the local cache", "log", ".", "info", "(", "'Syncing local cache from S3...'", ")", "for", "saltenv", ",", "env_meta", "in", "six", ".", "i...

39.666667

26.904762

def decrypt(self, enctext, key_file=None, id_attr=''): """ Decrypting an encrypted text by the use of a private key. :param enctext: The encrypted text as a string :return: The decrypted text """ if not id_attr: id_attr = self.id_attr if not isinstance(key_f...

[ "def", "decrypt", "(", "self", ",", "enctext", ",", "key_file", "=", "None", ",", "id_attr", "=", "''", ")", ":", "if", "not", "id_attr", ":", "id_attr", "=", "self", ".", "id_attr", "if", "not", "isinstance", "(", "key_file", ",", "list", ")", ":", ...

32.777778

18.185185

def _onIncomingMessageReceived(self, conn, message): """ Callback for initial messages on incoming connections. Handles encryption, utility messages, and association of the connection with a Node. Once this initial setup is done, the relevant connected callback is executed, and further messages ...

[ "def", "_onIncomingMessageReceived", "(", "self", ",", "conn", ",", "message", ")", ":", "if", "self", ".", "_syncObj", ".", "encryptor", "and", "not", "conn", ".", "sendRandKey", ":", "conn", ".", "sendRandKey", "=", "message", "conn", ".", "recvRandKey", ...

43.65625

23.84375