kejian/codesearchnet-python-rebalanced · Datasets at Hugging Face

text stringlengths 75 104k	code_tokens list	avg_line_len float64 7.91 980	score float64 0 0.18
async def get_device_info(self, custom_attributes=None): """Get the local installed version.""" await self.get_geofences() await self.get_devices() await self.get_positions() devinfo = {} try: # pylint: disable=too-many-nested-blocks for dev in self._devices ...	[ "async", "def", "get_device_info", "(", "self", ",", "custom_attributes", "=", "None", ")", ":", "await", "self", ".", "get_geofences", "(", ")", "await", "self", ".", "get_devices", "(", ")", "await", "self", ".", "get_positions", "(", ")", "devinfo", "="...	44.837209	0.001015
def image_import(self, image_name, url, image_meta, remote_host=None): """Import the image specified in url to SDK image repository, and create a record in image db, the imported images are located in image_repository/prov_method/os_version/image_name/, for example, /opt/sdk/images/netbo...	[ "def", "image_import", "(", "self", ",", "image_name", ",", "url", ",", "image_meta", ",", "remote_host", "=", "None", ")", ":", "image_info", "=", "[", "]", "try", ":", "image_info", "=", "self", ".", "_ImageDbOperator", ".", "image_query_record", "(", "i...	53.976471	0.000428
def sigma_Silva_Liu_Macedo(Tc, Pc): r'''Calculates Lennard-Jones molecular diameter. Uses critical temperature and pressure. CSP method by [1]_. .. math:: \sigma_{LJ}^3 = 0.17791 + 11.779 \left( \frac{T_c}{P_c}\right) - 0.049029\left( \frac{T_c}{P_c}\right)^2 Parameters ---------- ...	[ "def", "sigma_Silva_Liu_Macedo", "(", "Tc", ",", "Pc", ")", ":", "Pc", "=", "Pc", "/", "1E5", "# Pa to bar", "term", "=", "0.17791", "+", "11.779", "", "(", "Tc", "/", "Pc", ")", "-", "0.049029", "", "(", "Tc", "/", "Pc", ")", "**", "2", "if", ...	28.222222	0.002283
def gather_metadata_statements(self, fos=None, context=''): """ Only gathers metadata statements and returns them. :param fos: Signed metadata statements from these Federation Operators should be added. :param context: context of the metadata exchange :return: Dictio...	[ "def", "gather_metadata_statements", "(", "self", ",", "fos", "=", "None", ",", "context", "=", "''", ")", ":", "if", "not", "context", ":", "context", "=", "self", ".", "context", "_res", "=", "{", "}", "if", "self", ".", "metadata_statements", ":", "...	34.754717	0.001056
def build_table_schema(data, index=True, primary_key=None, version=True): """ Create a Table schema from ``data``. Parameters ---------- data : Series, DataFrame index : bool, default True Whether to include ``data.index`` in the schema. primary_key : bool or None, default True ...	[ "def", "build_table_schema", "(", "data", ",", "index", "=", "True", ",", "primary_key", "=", "None", ",", "version", "=", "True", ")", ":", "if", "index", "is", "True", ":", "data", "=", "set_default_names", "(", "data", ")", "schema", "=", "{", "}", ...	31.701299	0.000397
def replace_anc(dataset, parent_dataset): """Replace dataset the parent_dataset's `ancillary_variables` field.""" if parent_dataset is None: return current_dsid = DatasetID.from_dict(dataset.attrs) for idx, ds in enumerate(parent_dataset.attrs['ancillary_variables']): if current_dsid...	[ "def", "replace_anc", "(", "dataset", ",", "parent_dataset", ")", ":", "if", "parent_dataset", "is", "None", ":", "return", "current_dsid", "=", "DatasetID", ".", "from_dict", "(", "dataset", ".", "attrs", ")", "for", "idx", ",", "ds", "in", "enumerate", "...	48.444444	0.002252
def delete_task(name, location='\\'): r''' Delete a task from the task scheduler. :param str name: The name of the task to delete. :param str location: A string value representing the location of the task. Default is '\\' which is the root for the task scheduler (C:\Windows\System32\ta...	[ "def", "delete_task", "(", "name", ",", "location", "=", "'\\\\'", ")", ":", "# Check for existing task", "if", "name", "not", "in", "list_tasks", "(", "location", ")", ":", "return", "'{0} not found in {1}'", ".", "format", "(", "name", ",", "location", ")", ...	26.710526	0.000951
def add_target_and_index(self, name, sig, signode): """Add objects to the domain list of objects This uses the directive short name along with the full object name to create objects and nodes that are type and name unique. """ full_name = name[0] target_name = '{0}-{1}'....	[ "def", "add_target_and_index", "(", "self", ",", "name", ",", "sig", ",", "signode", ")", ":", "full_name", "=", "name", "[", "0", "]", "target_name", "=", "'{0}-{1}'", ".", "format", "(", "self", ".", "short_name", ",", "full_name", ")", "if", "target_n...	43.638889	0.001245
def render_variable(env, raw, cookiecutter_dict): """Inside the prompting taken from the cookiecutter.json file, this renders the next variable. For example, if a project_name is "Peanut Butter Cookie", the repo_name could be be rendered with: `{{ cookiecutter.project_name.replace(" ", "_") }}`. ...	[ "def", "render_variable", "(", "env", ",", "raw", ",", "cookiecutter_dict", ")", ":", "if", "raw", "is", "None", ":", "return", "None", "elif", "isinstance", "(", "raw", ",", "dict", ")", ":", "return", "{", "render_variable", "(", "env", ",", "k", ","...	35.314286	0.000787
def predict(self, x): """ Predict labels for provided features. Using a piecewise linear function. 1) If x exactly matches a boundary then associated prediction is returned. In case there are multiple predictions with the same boundary then one of them is returned. Which ...	[ "def", "predict", "(", "self", ",", "x", ")", ":", "if", "isinstance", "(", "x", ",", "RDD", ")", ":", "return", "x", ".", "map", "(", "lambda", "v", ":", "self", ".", "predict", "(", "v", ")", ")", "return", "np", ".", "interp", "(", "x", ",...	46.666667	0.00175
def _make_eof_intr(): """Set constants _EOF and _INTR. This avoids doing potentially costly operations on module load. """ global _EOF, _INTR if (_EOF is not None) and (_INTR is not None): return # inherit EOF and INTR definitions from controlling process. try: from ter...	[ "def", "_make_eof_intr", "(", ")", ":", "global", "_EOF", ",", "_INTR", "if", "(", "_EOF", "is", "not", "None", ")", "and", "(", "_INTR", "is", "not", "None", ")", ":", "return", "# inherit EOF and INTR definitions from controlling process.", "try", ":", "from...	35.205128	0.002126
def send_invoice(self): """ Pay and send the customer's latest invoice. :returns: True if an invoice was able to be created and paid, False otherwise (typically if there was nothing to invoice). """ from .billing import Invoice try: invoice = Invoice._api_create(customer=self.id) invoice.pay() ...	[ "def", "send_invoice", "(", "self", ")", ":", "from", ".", "billing", "import", "Invoice", "try", ":", "invoice", "=", "Invoice", ".", "_api_create", "(", "customer", "=", "self", ".", "id", ")", "invoice", ".", "pay", "(", ")", "return", "True", "exce...	27.933333	0.034642
def HEAD(self, args, *kwargs): """ HEAD request """ return self._handle_api(self.API_HEAD, args, kwargs)	[ "def", "HEAD", "(", "self", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "return", "self", ".", "_handle_api", "(", "self", ".", "API_HEAD", ",", "args", ",", "kwargs", ")" ]	40	0.016393
def add_relation(self, parent, child, level, parent_func=None, child_func=None): """ Manually add relations to the database. Parameters ---------- parent : str or Feature instance Parent feature to add. child : str or Feature instance ...	[ "def", "add_relation", "(", "self", ",", "parent", ",", "child", ",", "level", ",", "parent_func", "=", "None", ",", "child_func", "=", "None", ")", ":", "if", "isinstance", "(", "parent", ",", "six", ".", "string_types", ")", ":", "parent", "=", "self...	34.446429	0.001512
def append(self, lines): """ Args: lines (list): List of line strings to append to the end of the editor """ if isinstance(lines, list): self._lines = self._lines + lines elif isinstance(lines, str): lines = lines.split('\n') self._...	[ "def", "append", "(", "self", ",", "lines", ")", ":", "if", "isinstance", "(", "lines", ",", "list", ")", ":", "self", ".", "_lines", "=", "self", ".", "_lines", "+", "lines", "elif", "isinstance", "(", "lines", ",", "str", ")", ":", "lines", "=", ...	36.083333	0.009009
def apply_patch(self, patch_path): """Applies the patch located at patch_path. Returns the return code of the patch command. """ # Do not create .orig backup files, and merge files in place. return self._execute('patch -p1 --no-backup-if-mismatch --merge', stdout=open(os.devnul...	[ "def", "apply_patch", "(", "self", ",", "patch_path", ")", ":", "# Do not create .orig backup files, and merge files in place.", "return", "self", ".", "_execute", "(", "'patch -p1 --no-backup-if-mismatch --merge'", ",", "stdout", "=", "open", "(", "os", ".", "devnull", ...	59.166667	0.011111
def run(self, creds, override_etype = [23]): """ Requests TGT tickets for all users specified in the targets list creds: list : the users to request the TGT tickets for override_etype: list : list of supported encryption types """ tgts = [] for cred in creds: try: kcomm = KerbrosComm(cred, self....	[ "def", "run", "(", "self", ",", "creds", ",", "override_etype", "=", "[", "23", "]", ")", ":", "tgts", "=", "[", "]", "for", "cred", "in", "creds", ":", "try", ":", "kcomm", "=", "KerbrosComm", "(", "cred", ",", "self", ".", "ksoc", ")", "kcomm",...	29.590909	0.043155
def read_data(self, f_start=None, f_stop=None,t_start=None, t_stop=None): """ Read data """ self._setup_selection_range(f_start=f_start, f_stop=f_stop, t_start=t_start, t_stop=t_stop) #check if selection is small enough. if self.isheavy(): logger.warning("Selection ...	[ "def", "read_data", "(", "self", ",", "f_start", "=", "None", ",", "f_stop", "=", "None", ",", "t_start", "=", "None", ",", "t_stop", "=", "None", ")", ":", "self", ".", "_setup_selection_range", "(", "f_start", "=", "f_start", ",", "f_stop", "=", "f_s...	51.166667	0.013859
def cmd_fft(args): '''display fft from log''' from MAVProxy.modules.lib import mav_fft if len(args) > 0: condition = args[0] else: condition = None child = multiproc.Process(target=mav_fft.mavfft_display, args=[mestate.filename,condition]) child.start()	[ "def", "cmd_fft", "(", "args", ")", ":", "from", "MAVProxy", ".", "modules", ".", "lib", "import", "mav_fft", "if", "len", "(", "args", ")", ">", "0", ":", "condition", "=", "args", "[", "0", "]", "else", ":", "condition", "=", "None", "child", "="...	31.666667	0.010239
def _valid_request_body( self, cert_chain, signature, serialized_request_env): # type: (Certificate, str, str) -> None """Validate the request body hash with signature. This method checks if the hash value of the request body matches with the hash value of the signature, dec...	[ "def", "_valid_request_body", "(", "self", ",", "cert_chain", ",", "signature", ",", "serialized_request_env", ")", ":", "# type: (Certificate, str, str) -> None", "decoded_signature", "=", "base64", ".", "b64decode", "(", "signature", ")", "public_key", "=", "cert_chai...	41.1	0.002377
def log_data_send(self, id, ofs, count, data, force_mavlink1=False): ''' Reply to LOG_REQUEST_DATA id : Log id (from LOG_ENTRY reply) (uint16_t) ofs : Offset into the log (uint32_t) count ...	[ "def", "log_data_send", "(", "self", ",", "id", ",", "ofs", ",", "count", ",", "data", ",", "force_mavlink1", "=", "False", ")", ":", "return", "self", ".", "send", "(", "self", ".", "log_data_encode", "(", "id", ",", "ofs", ",", "count", ",", "data"...	51.363636	0.008696
def unit(session, py): """Run the unit test suite.""" # Run unit tests against all supported versions of Python. session.interpreter = 'python{}'.format(py) # Install all test dependencies. session.install('-r', 'requirements-test.txt') # Install dev packages. _install_dev_packages(sessio...	[ "def", "unit", "(", "session", ",", "py", ")", ":", "# Run unit tests against all supported versions of Python.", "session", ".", "interpreter", "=", "'python{}'", ".", "format", "(", "py", ")", "# Install all test dependencies.", "session", ".", "install", "(", "'-r'...	24.321429	0.001412
def _load(self, **kwargs): '''Load python Service object with response JSON from BIG-IP®. :params kwargs: keyword arguments for talking to the device :returns: populated Service object ''' # Some kwargs should be popped before we do a load for key in self._meta_data['dis...	[ "def", "_load", "(", "self", ",", "", "", "kwargs", ")", ":", "# Some kwargs should be popped before we do a load", "for", "key", "in", "self", ".", "_meta_data", "[", "'disallowed_load_parameters'", "]", ":", "if", "key", "in", "kwargs", ":", "kwargs", ".", ...	41.85	0.002336
def demo(self, args, kwargs): """ Simple run method """ print(' calling: self.dp.qprint("Why hello there, world!"):') self.dp.qprint("Why hello there, world!") print('* calling: self.dp2.qprint("Why hello there, world! In a debugging file!"):') self.dp2.qpri...	[ "def", "demo", "(", "self", ",", "", "args", ",", "", "", "kwargs", ")", ":", "print", "(", "' calling: self.dp.qprint(\"Why hello there, world!\"):'", ")", "self", ".", "dp", ".", "qprint", "(", "\"Why hello there, world!\"", ")", "print", "(", "'* calling:...	41.933333	0.013986
def parse_log_messages(self, text): """Will parse git log messages in the 'short' format""" regex = r"commit ([0-9a-f]+)\nAuthor: (.?)\n\n(.?)(?:\n\n\|$)" messages = re.findall(regex, text, re.DOTALL) parsed = [] for commit, author, message in messages: pars...	[ "def", "parse_log_messages", "(", "self", ",", "text", ")", ":", "regex", "=", "r\"commit ([0-9a-f]+)\\nAuthor: (.?)\\n\\n(.?)(?:\\n\\n\|$)\"", "messages", "=", "re", ".", "findall", "(", "regex", ",", "text", ",", "re", ".", "DOTALL", ")", "parsed", "=", "[", ...	38.461538	0.009766
def uniform_validator(validator): """ unify validator Args: validator (dict): validator maybe in two formats: format1: this is kept for compatiblity with the previous versions. {"check": "status_code", "comparator": "eq", "expect": 201} {"check": "$resp_body...	[ "def", "uniform_validator", "(", "validator", ")", ":", "if", "not", "isinstance", "(", "validator", ",", "dict", ")", ":", "raise", "exceptions", ".", "ParamsError", "(", "\"invalid validator: {}\"", ".", "format", "(", "validator", ")", ")", "if", "\"check\"...	32.037736	0.002286
def process_settings(self, settings): """A lazy way of feeding Dharma with configuration settings.""" logging.debug("Using configuration from: %s", settings.name) exec(compile(settings.read(), settings.name, 'exec'), globals(), locals())	[ "def", "process_settings", "(", "self", ",", "settings", ")", ":", "logging", ".", "debug", "(", "\"Using configuration from: %s\"", ",", "settings", ".", "name", ")", "exec", "(", "compile", "(", "settings", ".", "read", "(", ")", ",", "settings", ".", "n...	64.5	0.011494
def rst2pub(source, source_path=None, source_class=None, destination_path=None, reader=None, reader_name='standalone', parser=None, parser_name='restructuredtext', writer=None, writer_name='pseudoxml', settings=None, settings_spec=None, settings_ov...	[ "def", "rst2pub", "(", "source", ",", "source_path", "=", "None", ",", "source_class", "=", "None", ",", "destination_path", "=", "None", ",", "reader", "=", "None", ",", "reader_name", "=", "'standalone'", ",", "parser", "=", "None", ",", "parser_name", "...	37.512195	0.001267
def _run_cmd(cmd): """Run command specified by :cmd: and return stdout, stderr and code.""" if not os.path.exists(cmd[0]): cmd[0] = shutil.which(cmd[0]) assert cmd[0] is not None shebang_parts = parseshebang.parse(cmd[0]) proc = subprocess.Popen(shebang_parts + cmd, ...	[ "def", "_run_cmd", "(", "cmd", ")", ":", "if", "not", "os", ".", "path", ".", "exists", "(", "cmd", "[", "0", "]", ")", ":", "cmd", "[", "0", "]", "=", "shutil", ".", "which", "(", "cmd", "[", "0", "]", ")", "assert", "cmd", "[", "0", "]", ...	31.235294	0.001828
def action( self, fun=None, cloudmap=None, names=None, provider=None, instance=None, kwargs=None ): ''' Execute a single action via the cloud plugin backend Examples: .. code-block:: python client.action(fun='show...	[ "def", "action", "(", "self", ",", "fun", "=", "None", ",", "cloudmap", "=", "None", ",", "names", "=", "None", ",", "provider", "=", "None", ",", "instance", "=", "None", ",", "kwargs", "=", "None", ")", ":", "if", "kwargs", "is", "None", ":", "...	30.313725	0.00188
def get_keybinding(self, mode, key): """look up keybinding from `MODE-maps` sections :param mode: mode identifier :type mode: str :param key: urwid-style key identifier :type key: str :returns: a command line to be applied upon keypress :rtype: str """ ...	[ "def", "get_keybinding", "(", "self", ",", "mode", ",", "key", ")", ":", "cmdline", "=", "None", "bindings", "=", "self", ".", "_bindings", "if", "key", "in", "bindings", ".", "scalars", ":", "cmdline", "=", "bindings", "[", "key", "]", "if", "mode", ...	35.62963	0.002024
def parse(requirements): """ Parses given requirements line-by-line. """ transformer = RTransformer() return map(transformer.transform, filter(None, map(_parse, requirements.splitlines())))	[ "def", "parse", "(", "requirements", ")", ":", "transformer", "=", "RTransformer", "(", ")", "return", "map", "(", "transformer", ".", "transform", ",", "filter", "(", "None", ",", "map", "(", "_parse", ",", "requirements", ".", "splitlines", "(", ")", "...	34	0.009569
def getDwordAtOffset(self, offset): """ Returns a C{DWORD} from a given offset. @type offset: int @param offset: The offset to get the C{DWORD} from. @rtype: L{DWORD} @return: The L{DWORD} obtained at the given offset. """ return datatyp...	[ "def", "getDwordAtOffset", "(", "self", ",", "offset", ")", ":", "return", "datatypes", ".", "DWORD", ".", "parse", "(", "utils", ".", "ReadData", "(", "self", ".", "getDataAtOffset", "(", "offset", ",", "4", ")", ")", ")" ]	34	0.015625
def get_activities(self, before=None, after=None, limit=None): """ Get activities for authenticated user sorted by newest first. http://strava.github.io/api/v3/activities/ :param before: Result will start with activities whose start date is before specified date...	[ "def", "get_activities", "(", "self", ",", "before", "=", "None", ",", "after", "=", "None", ",", "limit", "=", "None", ")", ":", "if", "before", ":", "before", "=", "self", ".", "_utc_datetime_to_epoch", "(", "before", ")", "if", "after", ":", "after"...	37.297297	0.002119
async def terminate(self): """Terminate a running script.""" # Workaround for pylint issue #1469 # (https://github.com/PyCQA/pylint/issues/1469). cmd = await subprocess.create_subprocess_exec( # pylint: disable=no-member *shlex.split('{} rm -f {}'.format(self.command, self._...	[ "async", "def", "terminate", "(", "self", ")", ":", "# Workaround for pylint issue #1469", "# (https://github.com/PyCQA/pylint/issues/1469).", "cmd", "=", "await", "subprocess", ".", "create_subprocess_exec", "(", "# pylint: disable=no-member", "*", "shlex", ".", "split", "...	39.818182	0.008929
def build(self): '''Builds Depoyed Classifier ''' if self._clf is None: raise NeedToTrainExceptionBeforeDeployingException() return DeployedClassifier(self._category, self._term_doc_matrix._category_idx_store, self._term_doc_matrix._term_idx_store, ...	[ "def", "build", "(", "self", ")", ":", "if", "self", ".", "_clf", "is", "None", ":", "raise", "NeedToTrainExceptionBeforeDeployingException", "(", ")", "return", "DeployedClassifier", "(", "self", ".", "_category", ",", "self", ".", "_term_doc_matrix", ".", "_...	40.666667	0.034759
def user_in_any_group(user, groups): """Returns True if the given user is in at least 1 of the given groups""" return user_is_superuser(user) or any(user_in_group(user, group) for group in groups)	[ "def", "user_in_any_group", "(", "user", ",", "groups", ")", ":", "return", "user_is_superuser", "(", "user", ")", "or", "any", "(", "user_in_group", "(", "user", ",", "group", ")", "for", "group", "in", "groups", ")" ]	67.333333	0.009804
def pause(self, id, when=None): # pylint: disable=invalid-name,redefined-builtin """Pause a running result. :param id: Result ID as an int. :param when: Must be string `end-of-test` or `end-of-loop`. """ return self.service.post(self.base+str(id)+'/pause/', params={'when': when}...	[ "def", "pause", "(", "self", ",", "id", ",", "when", "=", "None", ")", ":", "# pylint: disable=invalid-name,redefined-builtin", "return", "self", ".", "service", ".", "post", "(", "self", ".", "base", "+", "str", "(", "id", ")", "+", "'/pause/'", ",", "p...	45	0.015576
def process_one(self, item:ItemBase, processor:PreProcessors=None): "Apply `processor` or `self.processor` to `item`." if processor is not None: self.processor = processor self.processor = listify(self.processor) for p in self.processor: item = p.process_one(item) return item	[ "def", "process_one", "(", "self", ",", "item", ":", "ItemBase", ",", "processor", ":", "PreProcessors", "=", "None", ")", ":", "if", "processor", "is", "not", "None", ":", "self", ".", "processor", "=", "processor", "self", ".", "processor", "=", "listi...	51.833333	0.025316
def _write_min_norm(self, norms:[])->None: "Writes the minimum norm of the gradients to Tensorboard." min_norm = min(norms) self._add_gradient_scalar('min_norm', scalar_value=min_norm)	[ "def", "_write_min_norm", "(", "self", ",", "norms", ":", "[", "]", ")", "->", "None", ":", "min_norm", "=", "min", "(", "norms", ")", "self", ".", "_add_gradient_scalar", "(", "'min_norm'", ",", "scalar_value", "=", "min_norm", ")" ]	51.25	0.019231
def ensure_size( self, size = None ): """ This function removes the least frequent elements until the size constraint is met. """ if size is None: size = self.size_constraint while sys.getsizeof(self) > size: element_frequen...	[ "def", "ensure_size", "(", "self", ",", "size", "=", "None", ")", ":", "if", "size", "is", "None", ":", "size", "=", "self", ".", "size_constraint", "while", "sys", ".", "getsizeof", "(", "self", ")", ">", "size", ":", "element_frequencies", "=", "coll...	32.928571	0.008439
def add_child(self, child, logical_block_size, allow_duplicate=False): # type: (DirectoryRecord, int, bool) -> bool ''' A method to add a new child to this directory record. Parameters: child - The child directory record object to add. logical_block_size - The size of ...	[ "def", "add_child", "(", "self", ",", "child", ",", "logical_block_size", ",", "allow_duplicate", "=", "False", ")", ":", "# type: (DirectoryRecord, int, bool) -> bool", "if", "not", "self", ".", "_initialized", ":", "raise", "pycdlibexception", ".", "PyCdlibInternalE...	47.333333	0.008055
def perm(A, p): """ Symmetric permutation of a symmetric sparse matrix. :param A: :py:class:`spmatrix` :param p: :py:class:`matrix` or :class:`list` of length `A.size[0]` """ assert isinstance(A,spmatrix), "argument must be a sparse matrix" assert A.size[0] == A.size[1], "A must be ...	[ "def", "perm", "(", "A", ",", "p", ")", ":", "assert", "isinstance", "(", "A", ",", "spmatrix", ")", ",", "\"argument must be a sparse matrix\"", "assert", "A", ".", "size", "[", "0", "]", "==", "A", ".", "size", "[", "1", "]", ",", "\"A must be a squa...	35.083333	0.009259
def create(vm_info): ''' Creates a virtual machine from the given VM information This is what is used to request a virtual machine to be created by the cloud provider, wait for it to become available, and then (optionally) log in and install Salt on it. Events fired: This function fires t...	[ "def", "create", "(", "vm_info", ")", ":", "try", ":", "# Check for required profile parameters before sending any API calls.", "if", "vm_info", "[", "'profile'", "]", "and", "config", ".", "is_profile_configured", "(", "__opts__", ",", "__active_provider_name__", "or", ...	34.19469	0.002012
def NRTL(xs, taus, alphas): r'''Calculates the activity coefficients of each species in a mixture using the Non-Random Two-Liquid (NRTL) method, given their mole fractions, dimensionless interaction parameters, and nonrandomness constants. Those are normally correlated with temperature in some form, and...	[ "def", "NRTL", "(", "xs", ",", "taus", ",", "alphas", ")", ":", "gammas", "=", "[", "]", "cmps", "=", "range", "(", "len", "(", "xs", ")", ")", "Gs", "=", "[", "[", "exp", "(", "-", "alphas", "[", "i", "]", "[", "j", "]", "*", "taus", "["...	35.753086	0.001008
def Power(base: vertex_constructor_param_types, exponent: vertex_constructor_param_types, label: Optional[str]=None) -> Vertex: """ Raises a vertex to the power of another :param base: the base vertex :param exponent: the exponent vertex """ return Double(context.jvm_view().PowerVertex, lab...	[ "def", "Power", "(", "base", ":", "vertex_constructor_param_types", ",", "exponent", ":", "vertex_constructor_param_types", ",", "label", ":", "Optional", "[", "str", "]", "=", "None", ")", "->", "Vertex", ":", "return", "Double", "(", "context", ".", "jvm_vie...	47.25	0.015584
def _include_misc(self,name,value): """Handle 'include()' for list/tuple attrs without a special handler""" if not isinstance(value,sequence): raise DistutilsSetupError( "%s: setting must be a list (%r)" % (name, value) ) try: old = getattr(se...	[ "def", "_include_misc", "(", "self", ",", "name", ",", "value", ")", ":", "if", "not", "isinstance", "(", "value", ",", "sequence", ")", ":", "raise", "DistutilsSetupError", "(", "\"%s: setting must be a list (%r)\"", "%", "(", "name", ",", "value", ")", ")"...	36.952381	0.013819
def __sum_stats(self, key, indice=None, mmm=None): """Return the sum of the stats value for the given key. * indice: If indice is set, get the p[key][indice] * mmm: display min, max, mean or current (if mmm=None) """ # Compute stats summary ret = 0 for p in self....	[ "def", "__sum_stats", "(", "self", ",", "key", ",", "indice", "=", "None", ",", "mmm", "=", "None", ")", ":", "# Compute stats summary", "ret", "=", "0", "for", "p", "in", "self", ".", "stats", ":", "if", "key", "not", "in", "p", ":", "# Correct issu...	32.613636	0.00203
def filter_tess_lcdict(lcdict, filterqualityflags=True, nanfilter='sap,pdc,time', timestoignore=None, quiet=False): '''This filters the provided TESS `lcdict`, removing nans and bad observations. By default, this fu...	[ "def", "filter_tess_lcdict", "(", "lcdict", ",", "filterqualityflags", "=", "True", ",", "nanfilter", "=", "'sap,pdc,time'", ",", "timestoignore", "=", "None", ",", "quiet", "=", "False", ")", ":", "cols", "=", "lcdict", "[", "'columns'", "]", "# filter all ba...	30.627737	0.001154
def wrap(function_to_trace=None, **trace_options): """ Functions decorated with this will be traced. Use ``local=True`` to only trace local code, eg:: @hunter.wrap(local=True) def my_function(): ... Keyword arguments are allowed, eg:: @hunter.wrap(action=hunter.Ca...	[ "def", "wrap", "(", "function_to_trace", "=", "None", ",", "", "", "trace_options", ")", ":", "def", "tracing_decorator", "(", "func", ")", ":", "@", "functools", ".", "wraps", "(", "func", ")", "def", "tracing_wrapper", "(", "", "args", ",", "", "...	27.682927	0.001702
def exception(self, timeout=None): """Return a exception raised by the call that the future represents. :param timeout: The number of seconds to wait for the exception if the future has not been completed. None, the default, sets no limit. :returns: The exception ...	[ "def", "exception", "(", "self", ",", "timeout", "=", "None", ")", ":", "# with self.__condition:", "if", "self", ".", "__state", "==", "FINISHED", ":", "return", "self", ".", "__exception", "self", ".", "__condition", ".", "wait", "(", "timeout", ")", "if...	38.761905	0.002398
def set_level(self, level): """Set device level.""" if self._json_state['control_url']: url = CONST.BASE_URL + self._json_state['control_url'] level_data = { 'level': str(level) } response = self._abode.send_request( "put"...	[ "def", "set_level", "(", "self", ",", "level", ")", ":", "if", "self", ".", "_json_state", "[", "'control_url'", "]", ":", "url", "=", "CONST", ".", "BASE_URL", "+", "self", ".", "_json_state", "[", "'control_url'", "]", "level_data", "=", "{", "'level'"...	30.285714	0.002286
def fit_exp(y,graphToo=False): """Exponential fit. Returns [multiplier, t, offset, time constant]""" x=np.arange(len(y)) try: params, cv = scipy.optimize.curve_fit(algo_exp, x, y, p0=(1,1e-6,1)) except: print(" !! curve fit failed (%.02f points)"%len(x)) return np.nan,np.nan,np.n...	[ "def", "fit_exp", "(", "y", ",", "graphToo", "=", "False", ")", ":", "x", "=", "np", ".", "arange", "(", "len", "(", "y", ")", ")", "try", ":", "params", ",", "cv", "=", "scipy", ".", "optimize", ".", "curve_fit", "(", "algo_exp", ",", "x", ","...	34.277778	0.047319
def free_cells(self): """Returns a list of empty cells.""" return [(x, y) for x in range(self.COUNT_X) for y in range(self.COUNT_Y) if not self.grid[y][x]]	[ "def", "free_cells", "(", "self", ")", ":", "return", "[", "(", "x", ",", "y", ")", "for", "x", "in", "range", "(", "self", ".", "COUNT_X", ")", "for", "y", "in", "range", "(", "self", ".", "COUNT_Y", ")", "if", "not", "self", ".", "grid", "[",...	35.666667	0.009132
def closest_common_ancestor(self, other): """ Find the common ancestor between this history node and 'other'. :param other: the PathHistory to find a common ancestor with. :return: the common ancestor SimStateHistory, or None if there isn't one """ our_history_...	[ "def", "closest_common_ancestor", "(", "self", ",", "other", ")", ":", "our_history_iter", "=", "reversed", "(", "HistoryIter", "(", "self", ")", ")", "their_history_iter", "=", "reversed", "(", "HistoryIter", "(", "other", ")", ")", "sofar", "=", "set", "("...	34.131579	0.002249
def ds2json(ds, u_var, v_var, lat_dim='latitude', lon_dim='longitude', units=None): """ Assumes that the velocity components are given on a regular grid (fixed spacing in latitude and longitude). Parameters ---------- u_var : str Name of the U-component (zonal) variable. v_var : str...	[ "def", "ds2json", "(", "ds", ",", "u_var", ",", "v_var", ",", "lat_dim", "=", "'latitude'", ",", "lon_dim", "=", "'longitude'", ",", "units", "=", "None", ")", ":", "import", "numpy", "as", "np", "ds", "=", "ds", ".", "copy", "(", ")", "for", "var_...	31.0625	0.00065
def greatCircleDistance(self, lat1, long1, lat2, long2, radius): """ Returns the great circle distance between two points. Useful when using the SAS_NG solution in lat/lon coordinates Modified from http://www.johndcook.com/blog/python_longitude_latitude/ It should be able to take numpy arrays. "...	[ "def", "greatCircleDistance", "(", "self", ",", "lat1", ",", "long1", ",", "lat2", ",", "long2", ",", "radius", ")", ":", "# Convert latitude and longitude to", "# spherical coordinates in radians.", "degrees_to_radians", "=", "np", ".", "pi", "/", "180.0", "# theta...	35.888889	0.009043
def safeReadJSON(url, logger, max_check=6, waittime=30): '''Return JSON object from URL''' counter = 0 # try, try and try again .... while counter < max_check: try: with contextlib.closing(urllib.request.urlopen(url)) as f: res = json.loads(f.read().decode('utf8')) ...	[ "def", "safeReadJSON", "(", "url", ",", "logger", ",", "max_check", "=", "6", ",", "waittime", "=", "30", ")", ":", "counter", "=", "0", "# try, try and try again ....", "while", "counter", "<", "max_check", ":", "try", ":", "with", "contextlib", ".", "clo...	38.866667	0.001675
def __filter_non_working_providers(self): ''' Remove any mis-configured cloud providers from the available listing ''' for alias, drivers in six.iteritems(self.opts['providers'].copy()): for driver in drivers.copy(): fun = '{0}.get_configured_provider'.format(...	[ "def", "__filter_non_working_providers", "(", "self", ")", ":", "for", "alias", ",", "drivers", "in", "six", ".", "iteritems", "(", "self", ".", "opts", "[", "'providers'", "]", ".", "copy", "(", ")", ")", ":", "for", "driver", "in", "drivers", ".", "c...	46.914894	0.000888
def pipe(cmd, arguments, *kwargs): """ Pipe many commands:: >>> noop = pipe(['gzip'], ['gzip'], ['zcat'], ['zcat']) >>> _ = noop.stdin.write('foo'.encode()) # Ignore output in Python 3 >>> noop.stdin.close() >>> print(noop.stdout.read().decode()) foo Returns a Su...	[ "def", "pipe", "(", "cmd", ",", "", "arguments", ",", "", "", "kwargs", ")", ":", "acc", "=", "run", "(", "", "cmd", ",", "", "", "kwargs", ")", "for", "cmd", "in", "arguments", ":", "if", "isinstance", "(", "cmd", ",", "Subprocess", ")", ...	27.315789	0.001862
def editable(parsed, context, token): """ Add the required HTML to the parsed content for in-line editing, such as the icon and edit form if the object is deemed to be editable - either it has an ``editable`` method which returns ``True``, or the logged in user has change permissions for the mod...	[ "def", "editable", "(", "parsed", ",", "context", ",", "token", ")", ":", "def", "parse_field", "(", "field", ")", ":", "field", "=", "field", ".", "split", "(", "\".\"", ")", "obj", "=", "context", ".", "get", "(", "field", ".", "pop", "(", "0", ...	38.783784	0.00068
def get_complex_coefficients(self, params): """ Get the arrays ``alpha_complex_`` and ``beta_complex_`` This method should be overloaded by subclasses to return the arrays ``alpha_complex_real``, ``alpha_complex_imag``, ``beta_complex_real``, and ``beta_complex_imag`` given th...	[ "def", "get_complex_coefficients", "(", "self", ",", "params", ")", ":", "return", "np", ".", "empty", "(", "0", ")", ",", "np", ".", "empty", "(", "0", ")", ",", "np", ".", "empty", "(", "0", ")", ",", "np", ".", "empty", "(", "0", ")" ]	44.055556	0.002469
def has_custom_queryset(manager): "Check whether manager (or its parents) has declared some custom get_queryset method." old_diff = getattr(manager, 'get_query_set', None) != getattr(Manager, 'get_query_set', None) new_diff = getattr(manager, 'get_queryset', None) != getattr(Manager, 'get_queryset', None) ...	[ "def", "has_custom_queryset", "(", "manager", ")", ":", "old_diff", "=", "getattr", "(", "manager", ",", "'get_query_set'", ",", "None", ")", "!=", "getattr", "(", "Manager", ",", "'get_query_set'", ",", "None", ")", "new_diff", "=", "getattr", "(", "manager...	69.2	0.011429
def update_placeholders(self, format_string, placeholders): """ Update a format string renaming placeholders. """ # Tokenize the format string and process them output = [] for token in self.tokens(format_string): if token.group("key") in placeholders: ...	[ "def", "update_placeholders", "(", "self", ",", "format_string", ",", "placeholders", ")", ":", "# Tokenize the format string and process them", "output", "=", "[", "]", "for", "token", "in", "self", ".", "tokens", "(", "format_string", ")", ":", "if", "token", ...	46.897959	0.001705
def convert(input_ops, output_ops, byte_order, bigdl_type): """ Convert tensorflow model to bigdl model :param input_ops: operation list used for input, should be placeholders :param output_ops: operations list used for output :return: bigdl model """ input_names = map(lambda x: x.name.spli...	[ "def", "convert", "(", "input_ops", ",", "output_ops", ",", "byte_order", ",", "bigdl_type", ")", ":", "input_names", "=", "map", "(", "lambda", "x", ":", "x", ".", "name", ".", "split", "(", "\":\"", ")", "[", "0", "]", ",", "input_ops", ")", "outpu...	30.307692	0.00123
def _CheckFieldMaskMessage(message): """Raises ValueError if message is not a FieldMask.""" message_descriptor = message.DESCRIPTOR if (message_descriptor.name != 'FieldMask' or message_descriptor.file.name != 'google/protobuf/field_mask.proto'): raise ValueError('Message {0} is not a FieldMask.'.format...	[ "def", "_CheckFieldMaskMessage", "(", "message", ")", ":", "message_descriptor", "=", "message", ".", "DESCRIPTOR", "if", "(", "message_descriptor", ".", "name", "!=", "'FieldMask'", "or", "message_descriptor", ".", "file", ".", "name", "!=", "'google/protobuf/field...	50.571429	0.013889
def customize_base_cfg(cfgname, cfgopt_strs, base_cfg, cfgtype, alias_keys=None, valid_keys=None, offset=0, strict=True): """ Args: cfgname (str): config name cfgopt_strs (str): mini-language defining key variations base_cfg (dict): specifies...	[ "def", "customize_base_cfg", "(", "cfgname", ",", "cfgopt_strs", ",", "base_cfg", ",", "cfgtype", ",", "alias_keys", "=", "None", ",", "valid_keys", "=", "None", ",", "offset", "=", "0", ",", "strict", "=", "True", ")", ":", "import", "utool", "as", "ut"...	37.363636	0.000677
def remove_directories(list_of_paths): """ Removes non-leafs from a list of directory paths """ found_dirs = set('/') for path in list_of_paths: dirs = path.strip().split('/') for i in range(2,len(dirs)): found_dirs.add( '/'.join(dirs[:i]) ) paths = [ path for path i...	[ "def", "remove_directories", "(", "list_of_paths", ")", ":", "found_dirs", "=", "set", "(", "'/'", ")", "for", "path", "in", "list_of_paths", ":", "dirs", "=", "path", ".", "strip", "(", ")", ".", "split", "(", "'/'", ")", "for", "i", "in", "range", ...	32.153846	0.016279
def update_collision_rect(self): """ 获取外接矩形 """ self.min_x = min(self.points[::2]) self.max_x = max(self.points[::2]) self.min_y = min(self.points[1::2]) self.max_y = max(self.points[1::2])	[ "def", "update_collision_rect", "(", "self", ")", ":", "self", ".", "min_x", "=", "min", "(", "self", ".", "points", "[", ":", ":", "2", "]", ")", "self", ".", "max_x", "=", "max", "(", "self", ".", "points", "[", ":", ":", "2", "]", ")", "self...	37.333333	0.008734
def output_results(results, metric, options): """ Output the results to stdout. TODO: add AMPQ support for efficiency """ formatter = options['Formatter'] context = metric.copy() # XXX might need to sanitize this try: context['dimension'] = list(metric['Dimensions'].values())[0] ...	[ "def", "output_results", "(", "results", ",", "metric", ",", "options", ")", ":", "formatter", "=", "options", "[", "'Formatter'", "]", "context", "=", "metric", ".", "copy", "(", ")", "# XXX might need to sanitize this", "try", ":", "context", "[", "'dimensio...	38	0.001833
def write_checktime (self, url_data): """Write url_data.checktime.""" self.writeln(u"<tr><td>"+self.part("checktime")+u"</td><td>"+ (_("%.3f seconds") % url_data.checktime)+u"</td></tr>")	[ "def", "write_checktime", "(", "self", ",", "url_data", ")", ":", "self", ".", "writeln", "(", "u\"<tr><td>\"", "+", "self", ".", "part", "(", "\"checktime\"", ")", "+", "u\"</td><td>\"", "+", "(", "_", "(", "\"%.3f seconds\"", ")", "%", "url_data", ".", ...	55.25	0.017857
def _update_service_context(self, resp, **kwargs): """ Deal with Provider Config Response. Based on the provider info response a set of parameters in different places needs to be set. :param resp: The provider info response :param service_context: Information collected/used by s...	[ "def", "_update_service_context", "(", "self", ",", "resp", ",", "", "", "kwargs", ")", ":", "issuer", "=", "self", ".", "service_context", ".", "issuer", "# Verify that the issuer value received is the same as the", "# url that was used as service endpoint (without the .we...	40.684211	0.000632
def _tree_line(self, no_type: bool = False) -> str: """Return the receiver's contribution to tree diagram.""" return self._tree_line_prefix() + " " + self.iname()	[ "def", "_tree_line", "(", "self", ",", "no_type", ":", "bool", "=", "False", ")", "->", "str", ":", "return", "self", ".", "_tree_line_prefix", "(", ")", "+", "\" \"", "+", "self", ".", "iname", "(", ")" ]	58.666667	0.011236
def is_child_uri(parentUri, childUri): """Return True, if childUri is a child of parentUri. This function accounts for the fact that '/a/b/c' and 'a/b/c/' are children of '/a/b' (and also of '/a/b/'). Note that '/a/b/cd' is NOT a child of 'a/b/c'. """ return ( parentUri and chil...	[ "def", "is_child_uri", "(", "parentUri", ",", "childUri", ")", ":", "return", "(", "parentUri", "and", "childUri", "and", "childUri", ".", "rstrip", "(", "\"/\"", ")", ".", "startswith", "(", "parentUri", ".", "rstrip", "(", "\"/\"", ")", "+", "\"/\"", "...	32.666667	0.002481
def call(self, inputs): """Runs the model to generate a distribution `q(f \| x_{1:T})`. This generates a list of batched MultivariateNormalDiag distributions using the output of the recurrent model at each timestep to parameterize each distribution. Args: inputs: A batch of intermediate repre...	[ "def", "call", "(", "self", ",", "inputs", ")", ":", "# TODO(dusenberrymw): Remove these reshaping commands after b/113126249 is", "# fixed.", "collapsed_shape", "=", "tf", ".", "concat", "(", "(", "[", "-", "1", "]", ",", "tf", ".", "shape", "(", "input", "=", ...	47.785714	0.000733
def update_pypsa_generator_timeseries(network, generators_to_update=None, timesteps=None): """ Updates generator time series in pypsa representation. This function overwrites p_set and q_set of generators_t attribute of pypsa network. Be aware that if you call ...	[ "def", "update_pypsa_generator_timeseries", "(", "network", ",", "generators_to_update", "=", "None", ",", "timesteps", "=", "None", ")", ":", "_update_pypsa_timeseries_by_type", "(", "network", ",", "type", "=", "'generator'", ",", "components_to_update", "=", "gener...	51.382353	0.001124
async def contains_tracks(self, *tracks: Sequence[Union[str, Track]]) -> List[bool]: """Check if one or more tracks is already saved in the current Spotify user’s ‘Your Music’ library. Parameters ---------- tracks : Union[Track, str] A sequence of track objects or spotify ID...	[ "async", "def", "contains_tracks", "(", "self", ",", "*", "tracks", ":", "Sequence", "[", "Union", "[", "str", ",", "Track", "]", "]", ")", "->", "List", "[", "bool", "]", ":", "_tracks", "=", "[", "(", "obj", "if", "isinstance", "(", "obj", ",", ...	46.4	0.008457
def parseAcceptHeader(value): """Parse an accept header, ignoring any accept-extensions returns a list of tuples containing main MIME type, MIME subtype, and quality markdown. str -> [(str, str, float)] """ chunks = [chunk.strip() for chunk in value.split(',')] accept = [] for chunk in...	[ "def", "parseAcceptHeader", "(", "value", ")", ":", "chunks", "=", "[", "chunk", ".", "strip", "(", ")", "for", "chunk", "in", "value", ".", "split", "(", "','", ")", "]", "accept", "=", "[", "]", "for", "chunk", "in", "chunks", ":", "parts", "=", ...	27.315789	0.00093
def array_addunique(path, value, create_parents=False, **kwargs): """ Add a new value to an array if the value does not exist. :param path: The path to the array :param value: Value to add to the array if it does not exist. Currently the value is restricted to primitives: strings, numbers, ...	[ "def", "array_addunique", "(", "path", ",", "value", ",", "create_parents", "=", "False", ",", "", "", "kwargs", ")", ":", "return", "_gen_4spec", "(", "LCB_SDCMD_ARRAY_ADD_UNIQUE", ",", "path", ",", "value", ",", "create_path", "=", "create_parents", ",", ...	36.863636	0.001202
def move(self, external_index, new_priority): """ Change the priority of a leaf node """ index = external_index + (self._capacity - 1) return self._move(index, new_priority)	[ "def", "move", "(", "self", ",", "external_index", ",", "new_priority", ")", ":", "index", "=", "external_index", "+", "(", "self", ".", "_capacity", "-", "1", ")", "return", "self", ".", "_move", "(", "index", ",", "new_priority", ")" ]	34.666667	0.00939
def to_XML(self, xml_declaration=True, xmlns=True): """ Dumps object fields to an XML-formatted string. The 'xml_declaration' switch enables printing of a leading standard XML line containing XML version and encoding. The 'xmlns' switch enables printing of qualified XMLNS prefix...	[ "def", "to_XML", "(", "self", ",", "xml_declaration", "=", "True", ",", "xmlns", "=", "True", ")", ":", "root_node", "=", "self", ".", "_to_DOM", "(", ")", "if", "xmlns", ":", "xmlutils", ".", "annotate_with_XMLNS", "(", "root_node", ",", "LOCATION_XMLNS_P...	42.571429	0.002188
def read_from_hdx(identifier, configuration=None): # type: (str, Optional[Configuration]) -> Optional['Organization'] """Reads the organization given by identifier from HDX and returns Organization object Args: identifier (str): Identifier of organization configuration (...	[ "def", "read_from_hdx", "(", "identifier", ",", "configuration", "=", "None", ")", ":", "# type: (str, Optional[Configuration]) -> Optional['Organization']", "organization", "=", "Organization", "(", "configuration", "=", "configuration", ")", "result", "=", "organization",...	41.764706	0.008264
def cylsph(r, lonc, z): """ Convert from cylindrical to spherical coordinates. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/cylsph_c.html :param r: Rectangular coordinates of the point. :type r: float :param lonc: Angle (radians) of point from XZ plane. :type lonc: float :pa...	[ "def", "cylsph", "(", "r", ",", "lonc", ",", "z", ")", ":", "r", "=", "ctypes", ".", "c_double", "(", "r", ")", "lonc", "=", "ctypes", ".", "c_double", "(", "lonc", ")", "z", "=", "ctypes", ".", "c_double", "(", "z", ")", "radius", "=", "ctypes...	33.111111	0.001087
def retrieve_collection(collection, query_arguments=None): """Return the resources in collection, possibly filtered by a series of values to use in a 'where' clause search. :param string collection: a :class:`sandman.model.Model` endpoint :param dict query_arguments: a list of filter query arguments ...	[ "def", "retrieve_collection", "(", "collection", ",", "query_arguments", "=", "None", ")", ":", "session", "=", "_get_session", "(", ")", "cls", "=", "endpoint_class", "(", "collection", ")", "if", "query_arguments", ":", "filters", "=", "[", "]", "order", "...	35.903226	0.000875
def feedparser_render(url, args, *kwargs): """ Render a feed and return its builded html Usage: :: {% feedparser_render 'http://localhost/sample.xml' %} Or with all accepted arguments: :: {% feedparser_render 'http://localhost/sample.xml' renderer='CustomRenderer' t...	[ "def", "feedparser_render", "(", "url", ",", "", "args", ",", "", "*", "kwargs", ")", ":", "renderer_name", "=", "kwargs", ".", "get", "(", "'renderer'", ",", "settings", ".", "FEED_DEFAULT_RENDERER_ENGINE", ")", "renderer_template", "=", "kwargs", ".", "g...	39.055556	0.0125
def sci(self): """Property providing access to the :class:`.ServerCommandInterfaceAPI`""" if self._sci_api is None: self._sci_api = self.get_sci_api() return self._sci_api	[ "def", "sci", "(", "self", ")", ":", "if", "self", ".", "_sci_api", "is", "None", ":", "self", ".", "_sci_api", "=", "self", ".", "get_sci_api", "(", ")", "return", "self", ".", "_sci_api" ]	40.6	0.014493
def getidfobjectlist(idf): """return a list of all idfobjects in idf""" idfobjects = idf.idfobjects # idfobjlst = [idfobjects[key] for key in idfobjects if idfobjects[key]] idfobjlst = [idfobjects[key] for key in idf.model.dtls if idfobjects[key]] # `for key in idf.model.dtls` maintains the or...	[ "def", "getidfobjectlist", "(", "idf", ")", ":", "idfobjects", "=", "idf", ".", "idfobjects", "# idfobjlst = [idfobjects[key] for key in idfobjects if idfobjects[key]]", "idfobjlst", "=", "[", "idfobjects", "[", "key", "]", "for", "key", "in", "idf", ".", "model", "...	47.8	0.008214
def public_notes(self, key, value): """Populate the ``public_notes`` key. Also populates the ``curated`` and ``thesis_info`` keys through side effects. """ def _means_not_curated(public_note): return public_note in [ 'Brief entry', '* Brief entry ', 'Temp...	[ "def", "public_notes", "(", "self", ",", "key", ",", "value", ")", ":", "def", "_means_not_curated", "(", "public_note", ")", ":", "return", "public_note", "in", "[", "'Brief entry'", ",", "'* Brief entry '", ",", "'Temporary entry'", ",", "' Temporary entry...	33.475	0.002177
def _wrapinit(init): """Wrap an existing initialize function by thawing self for the duration of the init. Parameters ---------- init : callable The user-provided init. Returns ------- wrapped : callable The wrapped init method. """ try: spec = getfullar...	[ "def", "_wrapinit", "(", "init", ")", ":", "try", ":", "spec", "=", "getfullargspec", "(", "init", ")", "except", "TypeError", ":", "# we cannot preserve the type signature.", "def", "__init__", "(", "", "args", ",", "", "*", "kwargs", ")", ":", "self", ...	27.329412	0.000415
def worker(self): """ Calculates the quartet weights for the test at a random subsampled chunk of loci. """ ## subsample loci fullseqs = self.sample_loci() ## find all iterations of samples for this quartet liters = itertools.product(*self.imap.values()) ## run tree inference fo...	[ "def", "worker", "(", "self", ")", ":", "## subsample loci ", "fullseqs", "=", "self", ".", "sample_loci", "(", ")", "## find all iterations of samples for this quartet", "liters", "=", "itertools", ".", "product", "(", "*", "self", ".", "imap", ".", "values", "...	31.216667	0.01294
def unpack(source_array, mask, dtype=np.uint8): """ Unpack sub field using its mask Parameters: ---------- source_array : numpy.ndarray The source array mask : mask (ie: 0b00001111) Mask of the sub field to be extracted from the source array Returns ------- numpy.ndarray...	[ "def", "unpack", "(", "source_array", ",", "mask", ",", "dtype", "=", "np", ".", "uint8", ")", ":", "lsb", "=", "least_significant_bit", "(", "mask", ")", "return", "(", "(", "source_array", "&", "mask", ")", ">>", "lsb", ")", ".", "astype", "(", "dt...	27.1875	0.002222
def exists(self, **kwargs): """Check for the existence of the named object on the BIG-IP Tries to `load()` the object and if it fails checks the exception for 404. If the `load()` is successful it returns `True` if the exception is :exc:`requests.HTTPError` and the ``status_cod...	[ "def", "exists", "(", "self", ",", "", "", "kwargs", ")", ":", "requests_params", "=", "self", ".", "_handle_requests_params", "(", "kwargs", ")", "self", ".", "_check_load_parameters", "(", "", "", "kwargs", ")", "load_uri", "=", "self", ".", "_create...	43.28125	0.001412
def sort_languages(self, order=Qt.AscendingOrder): """ Sorts the Model languages. :param order: Order. ( Qt.SortOrder ) """ self.beginResetModel() self.__languages = sorted(self.__languages, key=lambda x: (x.name), reverse=order) self.endResetModel()	[ "def", "sort_languages", "(", "self", ",", "order", "=", "Qt", ".", "AscendingOrder", ")", ":", "self", ".", "beginResetModel", "(", ")", "self", ".", "__languages", "=", "sorted", "(", "self", ".", "__languages", ",", "key", "=", "lambda", "x", ":", "...	29.9	0.00974
def pair_is_consistent(graph: BELGraph, u: BaseEntity, v: BaseEntity) -> Optional[str]: """Return if the edges between the given nodes are consistent, meaning they all have the same relation. :return: If the edges aren't consistent, return false, otherwise return the relation type """ relations = {data...	[ "def", "pair_is_consistent", "(", "graph", ":", "BELGraph", ",", "u", ":", "BaseEntity", ",", "v", ":", "BaseEntity", ")", "->", "Optional", "[", "str", "]", ":", "relations", "=", "{", "data", "[", "RELATION", "]", "for", "data", "in", "graph", "[", ...	39	0.009112
def json_call(cls, method, url, **kwargs): """ Call a remote api using json format """ # retrieve api key if needed empty_key = kwargs.pop('empty_key', False) send_key = kwargs.pop('send_key', True) return_header = kwargs.pop('return_header', False) try: apike...	[ "def", "json_call", "(", "cls", ",", "method", ",", "url", ",", "", "", "kwargs", ")", ":", "# retrieve api key if needed", "empty_key", "=", "kwargs", ".", "pop", "(", "'empty_key'", ",", "False", ")", "send_key", "=", "kwargs", ".", "pop", "(", "'sen...	40.71875	0.001499
def build_segment_list(engine, gps_start_time, gps_end_time, ifo, segment_name, version = None, start_pad = 0, end_pad = 0): """Optains a list of segments for the given ifo, name and version between the specified times. If a version is given the request is straightforward and is passed on to build_segment_...	[ "def", "build_segment_list", "(", "engine", ",", "gps_start_time", ",", "gps_end_time", ",", "ifo", ",", "segment_name", ",", "version", "=", "None", ",", "start_pad", "=", "0", ",", "end_pad", "=", "0", ")", ":", "if", "version", "is", "not", "None", ":...	56.555556	0.013527
def send_no_servlet_response(self): """ Default response sent when no servlet is found for the requested path """ # Use the helper to send the error page response = _HTTPServletResponse(self) response.send_content(404, self._service.make_not_found_page(self.path))	[ "def", "send_no_servlet_response", "(", "self", ")", ":", "# Use the helper to send the error page", "response", "=", "_HTTPServletResponse", "(", "self", ")", "response", ".", "send_content", "(", "404", ",", "self", ".", "_service", ".", "make_not_found_page", "(", ...	43.714286	0.009615
def unpack_rsp(cls, rsp_pb): """Convert from PLS response to user response""" if rsp_pb.retType != RET_OK: return RET_ERROR, rsp_pb.retMsg, None return RET_OK, "", None	[ "def", "unpack_rsp", "(", "cls", ",", "rsp_pb", ")", ":", "if", "rsp_pb", ".", "retType", "!=", "RET_OK", ":", "return", "RET_ERROR", ",", "rsp_pb", ".", "retMsg", ",", "None", "return", "RET_OK", ",", "\"\"", ",", "None" ]	33.333333	0.009756
def parse_template(self, tmp, reset=False, only_body=False): """parses a template or user edited string to fills this envelope. :param tmp: the string to parse. :type tmp: str :param reset: remove previous envelope content :type reset: bool """ logging.debug('GoT...	[ "def", "parse_template", "(", "self", ",", "tmp", ",", "reset", "=", "False", ",", "only_body", "=", "False", ")", ":", "logging", ".", "debug", "(", "'GoT: \"\"\"\\n%s\\n\"\"\"'", ",", "tmp", ")", "if", "self", ".", "sent_time", ":", "self", ".", "modif...	38.517857	0.000904
def saveFormatFileEnc(self, filename, encoding, format): """Dump an XML document to a file or an URL. """ ret = libxml2mod.xmlSaveFormatFileEnc(filename, self._o, encoding, format) return ret	[ "def", "saveFormatFileEnc", "(", "self", ",", "filename", ",", "encoding", ",", "format", ")", ":", "ret", "=", "libxml2mod", ".", "xmlSaveFormatFileEnc", "(", "filename", ",", "self", ".", "_o", ",", "encoding", ",", "format", ")", "return", "ret" ]	53	0.013953

async def get_device_info(self, custom_attributes=None): """Get the local installed version.""" await self.get_geofences() await self.get_devices() await self.get_positions() devinfo = {} try: # pylint: disable=too-many-nested-blocks for dev in self._devices ...

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def image_import(self, image_name, url, image_meta, remote_host=None): """Import the image specified in url to SDK image repository, and create a record in image db, the imported images are located in image_repository/prov_method/os_version/image_name/, for example, /opt/sdk/images/netbo...

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def sigma_Silva_Liu_Macedo(Tc, Pc): r'''Calculates Lennard-Jones molecular diameter. Uses critical temperature and pressure. CSP method by [1]_. .. math:: \sigma_{LJ}^3 = 0.17791 + 11.779 \left( \frac{T_c}{P_c}\right) - 0.049029\left( \frac{T_c}{P_c}\right)^2 Parameters ---------- ...

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def gather_metadata_statements(self, fos=None, context=''): """ Only gathers metadata statements and returns them. :param fos: Signed metadata statements from these Federation Operators should be added. :param context: context of the metadata exchange :return: Dictio...

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def build_table_schema(data, index=True, primary_key=None, version=True): """ Create a Table schema from ``data``. Parameters ---------- data : Series, DataFrame index : bool, default True Whether to include ``data.index`` in the schema. primary_key : bool or None, default True ...

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def replace_anc(dataset, parent_dataset): """Replace *dataset* the *parent_dataset*'s `ancillary_variables` field.""" if parent_dataset is None: return current_dsid = DatasetID.from_dict(dataset.attrs) for idx, ds in enumerate(parent_dataset.attrs['ancillary_variables']): if current_dsid...

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def delete_task(name, location='\\'): r''' Delete a task from the task scheduler. :param str name: The name of the task to delete. :param str location: A string value representing the location of the task. Default is '\\' which is the root for the task scheduler (C:\Windows\System32\ta...

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def add_target_and_index(self, name, sig, signode): """Add objects to the domain list of objects This uses the directive short name along with the full object name to create objects and nodes that are type and name unique. """ full_name = name[0] target_name = '{0}-{1}'....

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def render_variable(env, raw, cookiecutter_dict): """Inside the prompting taken from the cookiecutter.json file, this renders the next variable. For example, if a project_name is "Peanut Butter Cookie", the repo_name could be be rendered with: `{{ cookiecutter.project_name.replace(" ", "_") }}`. ...

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def predict(self, x): """ Predict labels for provided features. Using a piecewise linear function. 1) If x exactly matches a boundary then associated prediction is returned. In case there are multiple predictions with the same boundary then one of them is returned. Which ...

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def _make_eof_intr(): """Set constants _EOF and _INTR. This avoids doing potentially costly operations on module load. """ global _EOF, _INTR if (_EOF is not None) and (_INTR is not None): return # inherit EOF and INTR definitions from controlling process. try: from ter...

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def send_invoice(self): """ Pay and send the customer's latest invoice. :returns: True if an invoice was able to be created and paid, False otherwise (typically if there was nothing to invoice). """ from .billing import Invoice try: invoice = Invoice._api_create(customer=self.id) invoice.pay() ...

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def HEAD(self, *args, **kwargs): """ HEAD request """ return self._handle_api(self.API_HEAD, args, kwargs)

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def add_relation(self, parent, child, level, parent_func=None, child_func=None): """ Manually add relations to the database. Parameters ---------- parent : str or Feature instance Parent feature to add. child : str or Feature instance ...

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def append(self, lines): """ Args: lines (list): List of line strings to append to the end of the editor """ if isinstance(lines, list): self._lines = self._lines + lines elif isinstance(lines, str): lines = lines.split('\n') self._...

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def apply_patch(self, patch_path): """Applies the patch located at *patch_path*. Returns the return code of the patch command. """ # Do not create .orig backup files, and merge files in place. return self._execute('patch -p1 --no-backup-if-mismatch --merge', stdout=open(os.devnul...

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def run(self, creds, override_etype = [23]): """ Requests TGT tickets for all users specified in the targets list creds: list : the users to request the TGT tickets for override_etype: list : list of supported encryption types """ tgts = [] for cred in creds: try: kcomm = KerbrosComm(cred, self....

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def read_data(self, f_start=None, f_stop=None,t_start=None, t_stop=None): """ Read data """ self._setup_selection_range(f_start=f_start, f_stop=f_stop, t_start=t_start, t_stop=t_stop) #check if selection is small enough. if self.isheavy(): logger.warning("Selection ...

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def cmd_fft(args): '''display fft from log''' from MAVProxy.modules.lib import mav_fft if len(args) > 0: condition = args[0] else: condition = None child = multiproc.Process(target=mav_fft.mavfft_display, args=[mestate.filename,condition]) child.start()

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def _valid_request_body( self, cert_chain, signature, serialized_request_env): # type: (Certificate, str, str) -> None """Validate the request body hash with signature. This method checks if the hash value of the request body matches with the hash value of the signature, dec...

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def log_data_send(self, id, ofs, count, data, force_mavlink1=False): ''' Reply to LOG_REQUEST_DATA id : Log id (from LOG_ENTRY reply) (uint16_t) ofs : Offset into the log (uint32_t) count ...

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def unit(session, py): """Run the unit test suite.""" # Run unit tests against all supported versions of Python. session.interpreter = 'python{}'.format(py) # Install all test dependencies. session.install('-r', 'requirements-test.txt') # Install dev packages. _install_dev_packages(sessio...

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def _load(self, **kwargs): '''Load python Service object with response JSON from BIG-IP®. :params kwargs: keyword arguments for talking to the device :returns: populated Service object ''' # Some kwargs should be popped before we do a load for key in self._meta_data['dis...

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def demo(self, *args, **kwargs): """ Simple run method """ print('* calling: self.dp.qprint("Why hello there, world!"):') self.dp.qprint("Why hello there, world!") print('* calling: self.dp2.qprint("Why hello there, world! In a debugging file!"):') self.dp2.qpri...

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def parse_log_messages(self, text): """Will parse git log messages in the 'short' format""" regex = r"commit ([0-9a-f]+)\nAuthor: (.*?)\n\n(.*?)(?:\n\n|$)" messages = re.findall(regex, text, re.DOTALL) parsed = [] for commit, author, message in messages: pars...

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def uniform_validator(validator): """ unify validator Args: validator (dict): validator maybe in two formats: format1: this is kept for compatiblity with the previous versions. {"check": "status_code", "comparator": "eq", "expect": 201} {"check": "$resp_body...

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def process_settings(self, settings): """A lazy way of feeding Dharma with configuration settings.""" logging.debug("Using configuration from: %s", settings.name) exec(compile(settings.read(), settings.name, 'exec'), globals(), locals())

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def rst2pub(source, source_path=None, source_class=None, destination_path=None, reader=None, reader_name='standalone', parser=None, parser_name='restructuredtext', writer=None, writer_name='pseudoxml', settings=None, settings_spec=None, settings_ov...

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def _run_cmd(cmd): """Run command specified by :cmd: and return stdout, stderr and code.""" if not os.path.exists(cmd[0]): cmd[0] = shutil.which(cmd[0]) assert cmd[0] is not None shebang_parts = parseshebang.parse(cmd[0]) proc = subprocess.Popen(shebang_parts + cmd, ...

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def action( self, fun=None, cloudmap=None, names=None, provider=None, instance=None, kwargs=None ): ''' Execute a single action via the cloud plugin backend Examples: .. code-block:: python client.action(fun='show...

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def get_keybinding(self, mode, key): """look up keybinding from `MODE-maps` sections :param mode: mode identifier :type mode: str :param key: urwid-style key identifier :type key: str :returns: a command line to be applied upon keypress :rtype: str """ ...

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def parse(requirements): """ Parses given requirements line-by-line. """ transformer = RTransformer() return map(transformer.transform, filter(None, map(_parse, requirements.splitlines())))

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def getDwordAtOffset(self, offset): """ Returns a C{DWORD} from a given offset. @type offset: int @param offset: The offset to get the C{DWORD} from. @rtype: L{DWORD} @return: The L{DWORD} obtained at the given offset. """ return datatyp...

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def get_activities(self, before=None, after=None, limit=None): """ Get activities for authenticated user sorted by newest first. http://strava.github.io/api/v3/activities/ :param before: Result will start with activities whose start date is before specified date...

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async def terminate(self): """Terminate a running script.""" # Workaround for pylint issue #1469 # (https://github.com/PyCQA/pylint/issues/1469). cmd = await subprocess.create_subprocess_exec( # pylint: disable=no-member *shlex.split('{} rm -f {}'.format(self.command, self._...

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def build(self): '''Builds Depoyed Classifier ''' if self._clf is None: raise NeedToTrainExceptionBeforeDeployingException() return DeployedClassifier(self._category, self._term_doc_matrix._category_idx_store, self._term_doc_matrix._term_idx_store, ...

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def user_in_any_group(user, groups): """Returns True if the given user is in at least 1 of the given groups""" return user_is_superuser(user) or any(user_in_group(user, group) for group in groups)

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def pause(self, id, when=None): # pylint: disable=invalid-name,redefined-builtin """Pause a running result. :param id: Result ID as an int. :param when: Must be string `end-of-test` or `end-of-loop`. """ return self.service.post(self.base+str(id)+'/pause/', params={'when': when}...

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def process_one(self, item:ItemBase, processor:PreProcessors=None): "Apply `processor` or `self.processor` to `item`." if processor is not None: self.processor = processor self.processor = listify(self.processor) for p in self.processor: item = p.process_one(item) return item

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def _write_min_norm(self, norms:[])->None: "Writes the minimum norm of the gradients to Tensorboard." min_norm = min(norms) self._add_gradient_scalar('min_norm', scalar_value=min_norm)

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def ensure_size( self, size = None ): """ This function removes the least frequent elements until the size constraint is met. """ if size is None: size = self.size_constraint while sys.getsizeof(self) > size: element_frequen...

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def add_child(self, child, logical_block_size, allow_duplicate=False): # type: (DirectoryRecord, int, bool) -> bool ''' A method to add a new child to this directory record. Parameters: child - The child directory record object to add. logical_block_size - The size of ...

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def perm(A, p): """ Symmetric permutation of a symmetric sparse matrix. :param A: :py:class:`spmatrix` :param p: :py:class:`matrix` or :class:`list` of length `A.size[0]` """ assert isinstance(A,spmatrix), "argument must be a sparse matrix" assert A.size[0] == A.size[1], "A must be ...

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def create(vm_info): ''' Creates a virtual machine from the given VM information This is what is used to request a virtual machine to be created by the cloud provider, wait for it to become available, and then (optionally) log in and install Salt on it. Events fired: This function fires t...

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def NRTL(xs, taus, alphas): r'''Calculates the activity coefficients of each species in a mixture using the Non-Random Two-Liquid (NRTL) method, given their mole fractions, dimensionless interaction parameters, and nonrandomness constants. Those are normally correlated with temperature in some form, and...

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def Power(base: vertex_constructor_param_types, exponent: vertex_constructor_param_types, label: Optional[str]=None) -> Vertex: """ Raises a vertex to the power of another :param base: the base vertex :param exponent: the exponent vertex """ return Double(context.jvm_view().PowerVertex, lab...

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def _include_misc(self,name,value): """Handle 'include()' for list/tuple attrs without a special handler""" if not isinstance(value,sequence): raise DistutilsSetupError( "%s: setting must be a list (%r)" % (name, value) ) try: old = getattr(se...

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def __sum_stats(self, key, indice=None, mmm=None): """Return the sum of the stats value for the given key. * indice: If indice is set, get the p[key][indice] * mmm: display min, max, mean or current (if mmm=None) """ # Compute stats summary ret = 0 for p in self....

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def filter_tess_lcdict(lcdict, filterqualityflags=True, nanfilter='sap,pdc,time', timestoignore=None, quiet=False): '''This filters the provided TESS `lcdict`, removing nans and bad observations. By default, this fu...

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def wrap(function_to_trace=None, **trace_options): """ Functions decorated with this will be traced. Use ``local=True`` to only trace local code, eg:: @hunter.wrap(local=True) def my_function(): ... Keyword arguments are allowed, eg:: @hunter.wrap(action=hunter.Ca...

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def exception(self, timeout=None): """Return a exception raised by the call that the future represents. :param timeout: The number of seconds to wait for the exception if the future has not been completed. None, the default, sets no limit. :returns: The exception ...

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def set_level(self, level): """Set device level.""" if self._json_state['control_url']: url = CONST.BASE_URL + self._json_state['control_url'] level_data = { 'level': str(level) } response = self._abode.send_request( "put"...

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def fit_exp(y,graphToo=False): """Exponential fit. Returns [multiplier, t, offset, time constant]""" x=np.arange(len(y)) try: params, cv = scipy.optimize.curve_fit(algo_exp, x, y, p0=(1,1e-6,1)) except: print(" !! curve fit failed (%.02f points)"%len(x)) return np.nan,np.nan,np.n...

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def free_cells(self): """Returns a list of empty cells.""" return [(x, y) for x in range(self.COUNT_X) for y in range(self.COUNT_Y) if not self.grid[y][x]]

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def closest_common_ancestor(self, other): """ Find the common ancestor between this history node and 'other'. :param other: the PathHistory to find a common ancestor with. :return: the common ancestor SimStateHistory, or None if there isn't one """ our_history_...

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def ds2json(ds, u_var, v_var, lat_dim='latitude', lon_dim='longitude', units=None): """ Assumes that the velocity components are given on a regular grid (fixed spacing in latitude and longitude). Parameters ---------- u_var : str Name of the U-component (zonal) variable. v_var : str...

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def greatCircleDistance(self, lat1, long1, lat2, long2, radius): """ Returns the great circle distance between two points. Useful when using the SAS_NG solution in lat/lon coordinates Modified from http://www.johndcook.com/blog/python_longitude_latitude/ It should be able to take numpy arrays. "...

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def safeReadJSON(url, logger, max_check=6, waittime=30): '''Return JSON object from URL''' counter = 0 # try, try and try again .... while counter < max_check: try: with contextlib.closing(urllib.request.urlopen(url)) as f: res = json.loads(f.read().decode('utf8')) ...

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def __filter_non_working_providers(self): ''' Remove any mis-configured cloud providers from the available listing ''' for alias, drivers in six.iteritems(self.opts['providers'].copy()): for driver in drivers.copy(): fun = '{0}.get_configured_provider'.format(...

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def pipe(cmd, *arguments, **kwargs): """ Pipe many commands:: >>> noop = pipe(['gzip'], ['gzip'], ['zcat'], ['zcat']) >>> _ = noop.stdin.write('foo'.encode()) # Ignore output in Python 3 >>> noop.stdin.close() >>> print(noop.stdout.read().decode()) foo Returns a Su...

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def editable(parsed, context, token): """ Add the required HTML to the parsed content for in-line editing, such as the icon and edit form if the object is deemed to be editable - either it has an ``editable`` method which returns ``True``, or the logged in user has change permissions for the mod...

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def get_complex_coefficients(self, params): """ Get the arrays ``alpha_complex_*`` and ``beta_complex_*`` This method should be overloaded by subclasses to return the arrays ``alpha_complex_real``, ``alpha_complex_imag``, ``beta_complex_real``, and ``beta_complex_imag`` given th...

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def has_custom_queryset(manager): "Check whether manager (or its parents) has declared some custom get_queryset method." old_diff = getattr(manager, 'get_query_set', None) != getattr(Manager, 'get_query_set', None) new_diff = getattr(manager, 'get_queryset', None) != getattr(Manager, 'get_queryset', None) ...

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def update_placeholders(self, format_string, placeholders): """ Update a format string renaming placeholders. """ # Tokenize the format string and process them output = [] for token in self.tokens(format_string): if token.group("key") in placeholders: ...

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def convert(input_ops, output_ops, byte_order, bigdl_type): """ Convert tensorflow model to bigdl model :param input_ops: operation list used for input, should be placeholders :param output_ops: operations list used for output :return: bigdl model """ input_names = map(lambda x: x.name.spli...

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def _CheckFieldMaskMessage(message): """Raises ValueError if message is not a FieldMask.""" message_descriptor = message.DESCRIPTOR if (message_descriptor.name != 'FieldMask' or message_descriptor.file.name != 'google/protobuf/field_mask.proto'): raise ValueError('Message {0} is not a FieldMask.'.format...

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def customize_base_cfg(cfgname, cfgopt_strs, base_cfg, cfgtype, alias_keys=None, valid_keys=None, offset=0, strict=True): """ Args: cfgname (str): config name cfgopt_strs (str): mini-language defining key variations base_cfg (dict): specifies...

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def remove_directories(list_of_paths): """ Removes non-leafs from a list of directory paths """ found_dirs = set('/') for path in list_of_paths: dirs = path.strip().split('/') for i in range(2,len(dirs)): found_dirs.add( '/'.join(dirs[:i]) ) paths = [ path for path i...

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def update_collision_rect(self): """ 获取外接矩形 """ self.min_x = min(self.points[::2]) self.max_x = max(self.points[::2]) self.min_y = min(self.points[1::2]) self.max_y = max(self.points[1::2])

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def output_results(results, metric, options): """ Output the results to stdout. TODO: add AMPQ support for efficiency """ formatter = options['Formatter'] context = metric.copy() # XXX might need to sanitize this try: context['dimension'] = list(metric['Dimensions'].values())[0] ...

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def write_checktime (self, url_data): """Write url_data.checktime.""" self.writeln(u"<tr><td>"+self.part("checktime")+u"</td><td>"+ (_("%.3f seconds") % url_data.checktime)+u"</td></tr>")

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def _update_service_context(self, resp, **kwargs): """ Deal with Provider Config Response. Based on the provider info response a set of parameters in different places needs to be set. :param resp: The provider info response :param service_context: Information collected/used by s...

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def _tree_line(self, no_type: bool = False) -> str: """Return the receiver's contribution to tree diagram.""" return self._tree_line_prefix() + " " + self.iname()

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def is_child_uri(parentUri, childUri): """Return True, if childUri is a child of parentUri. This function accounts for the fact that '/a/b/c' and 'a/b/c/' are children of '/a/b' (and also of '/a/b/'). Note that '/a/b/cd' is NOT a child of 'a/b/c'. """ return ( parentUri and chil...

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def call(self, inputs): """Runs the model to generate a distribution `q(f | x_{1:T})`. This generates a list of batched MultivariateNormalDiag distributions using the output of the recurrent model at each timestep to parameterize each distribution. Args: inputs: A batch of intermediate repre...

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def update_pypsa_generator_timeseries(network, generators_to_update=None, timesteps=None): """ Updates generator time series in pypsa representation. This function overwrites p_set and q_set of generators_t attribute of pypsa network. Be aware that if you call ...

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async def contains_tracks(self, *tracks: Sequence[Union[str, Track]]) -> List[bool]: """Check if one or more tracks is already saved in the current Spotify user’s ‘Your Music’ library. Parameters ---------- tracks : Union[Track, str] A sequence of track objects or spotify ID...

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def parseAcceptHeader(value): """Parse an accept header, ignoring any accept-extensions returns a list of tuples containing main MIME type, MIME subtype, and quality markdown. str -> [(str, str, float)] """ chunks = [chunk.strip() for chunk in value.split(',')] accept = [] for chunk in...

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def array_addunique(path, value, create_parents=False, **kwargs): """ Add a new value to an array if the value does not exist. :param path: The path to the array :param value: Value to add to the array if it does not exist. Currently the value is restricted to primitives: strings, numbers, ...

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def move(self, external_index, new_priority): """ Change the priority of a leaf node """ index = external_index + (self._capacity - 1) return self._move(index, new_priority)

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def to_XML(self, xml_declaration=True, xmlns=True): """ Dumps object fields to an XML-formatted string. The 'xml_declaration' switch enables printing of a leading standard XML line containing XML version and encoding. The 'xmlns' switch enables printing of qualified XMLNS prefix...

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def read_from_hdx(identifier, configuration=None): # type: (str, Optional[Configuration]) -> Optional['Organization'] """Reads the organization given by identifier from HDX and returns Organization object Args: identifier (str): Identifier of organization configuration (...

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def cylsph(r, lonc, z): """ Convert from cylindrical to spherical coordinates. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/cylsph_c.html :param r: Rectangular coordinates of the point. :type r: float :param lonc: Angle (radians) of point from XZ plane. :type lonc: float :pa...

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def retrieve_collection(collection, query_arguments=None): """Return the resources in *collection*, possibly filtered by a series of values to use in a 'where' clause search. :param string collection: a :class:`sandman.model.Model` endpoint :param dict query_arguments: a list of filter query arguments ...

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def feedparser_render(url, *args, **kwargs): """ Render a feed and return its builded html Usage: :: {% feedparser_render 'http://localhost/sample.xml' %} Or with all accepted arguments: :: {% feedparser_render 'http://localhost/sample.xml' renderer='CustomRenderer' t...

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def sci(self): """Property providing access to the :class:`.ServerCommandInterfaceAPI`""" if self._sci_api is None: self._sci_api = self.get_sci_api() return self._sci_api

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def getidfobjectlist(idf): """return a list of all idfobjects in idf""" idfobjects = idf.idfobjects # idfobjlst = [idfobjects[key] for key in idfobjects if idfobjects[key]] idfobjlst = [idfobjects[key] for key in idf.model.dtls if idfobjects[key]] # `for key in idf.model.dtls` maintains the or...

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def public_notes(self, key, value): """Populate the ``public_notes`` key. Also populates the ``curated`` and ``thesis_info`` keys through side effects. """ def _means_not_curated(public_note): return public_note in [ '*Brief entry*', '* Brief entry *', '*Temp...

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def _wrapinit(init): """Wrap an existing initialize function by thawing self for the duration of the init. Parameters ---------- init : callable The user-provided init. Returns ------- wrapped : callable The wrapped init method. """ try: spec = getfullar...

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def worker(self): """ Calculates the quartet weights for the test at a random subsampled chunk of loci. """ ## subsample loci fullseqs = self.sample_loci() ## find all iterations of samples for this quartet liters = itertools.product(*self.imap.values()) ## run tree inference fo...

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def unpack(source_array, mask, dtype=np.uint8): """ Unpack sub field using its mask Parameters: ---------- source_array : numpy.ndarray The source array mask : mask (ie: 0b00001111) Mask of the sub field to be extracted from the source array Returns ------- numpy.ndarray...

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def exists(self, **kwargs): """Check for the existence of the named object on the BIG-IP Tries to `load()` the object and if it fails checks the exception for 404. If the `load()` is successful it returns `True` if the exception is :exc:`requests.HTTPError` and the ``status_cod...

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def sort_languages(self, order=Qt.AscendingOrder): """ Sorts the Model languages. :param order: Order. ( Qt.SortOrder ) """ self.beginResetModel() self.__languages = sorted(self.__languages, key=lambda x: (x.name), reverse=order) self.endResetModel()

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def pair_is_consistent(graph: BELGraph, u: BaseEntity, v: BaseEntity) -> Optional[str]: """Return if the edges between the given nodes are consistent, meaning they all have the same relation. :return: If the edges aren't consistent, return false, otherwise return the relation type """ relations = {data...

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def json_call(cls, method, url, **kwargs): """ Call a remote api using json format """ # retrieve api key if needed empty_key = kwargs.pop('empty_key', False) send_key = kwargs.pop('send_key', True) return_header = kwargs.pop('return_header', False) try: apike...

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def build_segment_list(engine, gps_start_time, gps_end_time, ifo, segment_name, version = None, start_pad = 0, end_pad = 0): """Optains a list of segments for the given ifo, name and version between the specified times. If a version is given the request is straightforward and is passed on to build_segment_...

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def send_no_servlet_response(self): """ Default response sent when no servlet is found for the requested path """ # Use the helper to send the error page response = _HTTPServletResponse(self) response.send_content(404, self._service.make_not_found_page(self.path))

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def unpack_rsp(cls, rsp_pb): """Convert from PLS response to user response""" if rsp_pb.retType != RET_OK: return RET_ERROR, rsp_pb.retMsg, None return RET_OK, "", None

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def parse_template(self, tmp, reset=False, only_body=False): """parses a template or user edited string to fills this envelope. :param tmp: the string to parse. :type tmp: str :param reset: remove previous envelope content :type reset: bool """ logging.debug('GoT...

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def saveFormatFileEnc(self, filename, encoding, format): """Dump an XML document to a file or an URL. """ ret = libxml2mod.xmlSaveFormatFileEnc(filename, self._o, encoding, format) return ret

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