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def sub_dfs_by_size(df, size): """Get a generator yielding consecutive sub-dataframes of the given size. Arguments --------- df : pandas.DataFrame The dataframe for which to get sub-dataframes. size : int The size of each sub-dataframe. Returns ------- generator ...
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def topological_sort(dependency_pairs): "Sort values subject to dependency constraints" num_heads = defaultdict(int) # num arrows pointing in tails = defaultdict(list) # list of arrows going out heads = [] # unique list of heads in order first seen for h, t in dependency_pairs: num_heads[...
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def find(self, pattern): """ Searches for a pattern in the current memory segment """ pos = self.current_segment.data.find(pattern) if pos == -1: return -1 return pos + self.current_position
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def run_migrations_offline(): """Run migrations in 'offline' mode. This configures the context with just a URL and not an Engine, though an Engine is acceptable here as well. By skipping the Engine creation we don't even need a DBAPI to be available. Calls to context.execute() here emit the g...
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def _get_entry_point(runtime, debug_options=None): # pylint: disable=too-many-branches """ Returns the entry point for the container. The default value for the entry point is already configured in the Dockerfile. We override this default specifically when enabling debugging. The overridden entr...
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def get_stock_dividends(self, sid, trading_days): """ Returns all the stock dividends for a specific sid that occur in the given trading range. Parameters ---------- sid: int The asset whose stock dividends should be returned. trading_days: pd.Dateti...
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def crypto_aead_chacha20poly1305_ietf_encrypt(message, aad, nonce, key): """ Encrypt the given ``message`` using the IETF ratified chacha20poly1305 construction described in RFC7539. :param message: :type message: bytes :param aad: :type aad: bytes :param nonce: :type nonce: bytes ...
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def flatten_op_tree(root: OP_TREE, preserve_moments: bool = False ) -> Iterable[Union[Operation, Moment]]: """Performs an in-order iteration of the operations (leaves) in an OP_TREE. Args: root: The operation or tree of operations to iterate. preserve_mom...
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def save_segments(outfile, boundaries, beat_intervals, labels=None): """Save detected segments to a .lab file. :parameters: - outfile : str Path to output file - boundaries : list of int Beat indices of detected segment boundaries - beat_intervals : np.ndarray ...
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def generate(ctx, url, *args, **kwargs): """ Generate preview for URL. """ file_previews = ctx.obj['file_previews'] options = {} metadata = kwargs['metadata'] width = kwargs['width'] height = kwargs['height'] output_format = kwargs['format'] if metadata: options['metada...
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def _sliced_shape(shape, keys): """ Returns the shape that results from slicing an array of the given shape by the given keys. >>> _sliced_shape(shape=(52350, 70, 90, 180), ... keys=(np.newaxis, slice(None, 10), 3, ... slice(None), slice(2, 3))) (1, 10, 90,...
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def debug(self, msg): ''' Handle the debugging to a file ''' # If debug is not disabled if self.__debug is not False: # If never was set, try to set it up if self.__debug is None: # Check what do we have inside settings de...
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def get_algorithm(algorithm): """Returns the wire format string and the hash module to use for the specified TSIG algorithm @rtype: (string, hash constructor) @raises NotImplementedError: I{algorithm} is not supported """ global _hashes if _hashes is None: _setup_hashes() if i...
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def local_voxelize(mesh, point, pitch, radius, fill=True, **kwargs): """ Voxelize a mesh in the region of a cube around a point. When fill=True, uses proximity.contains to fill the resulting voxels so may be meaningless for non-watertight meshes. Useful to reduce memory cost for small values of pitc...
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def _evil_apply_with_dataframes(self, func, preserves_cols=False): """Convert the underlying SchmeaRDD to an RDD of DataFrames. apply the provide function and convert the result back. This is hella slow.""" source_rdd = self._rdd() result_rdd = func(source_rdd) # By defau...
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def evaluate_call_args(self, calculator): """Interpreting this literal as a function call, return a 2-tuple of ``(args, kwargs)``. """ args = [] kwargs = OrderedDict() # Sass kwargs preserve order for var_node, value_node in self.argpairs: value = value_node....
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def add_create_update_args(parser, required_args, optional_args, create=False): """Wrapper around ``add_parser_arguments``. If ``create`` is True, one argument group will be created for each of ``required_args`` and ``optional_args``. Each required argument will have the ``required`` parameter set to T...
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def parse_response(self, response): """Parses the API response and raises appropriate errors if raise_errors was set to True :param response: response from requests http call :returns: dictionary of response :rtype: dict """ payload = None try: ...
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def send_email(self, to): """ Do work. """ body = self.body() subject = self.subject() import letter class Message(letter.Letter): Postie = letter.DjangoPostman() From = getattr(settings, 'DEFAULT_FROM_EMAIL', 'contact@example.com') ...
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def write(self, output_stream, kmip_version=enums.KMIPVersion.KMIP_2_0): """ Write the Attributes structure encoding to the data stream. Args: output_stream (stream): A data stream in which to encode Attributes structure data, supporting a write method. k...
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def generate_grid(horiz_dim, bbox): r"""Generate a meshgrid based on bounding box and x & y resolution. Parameters ---------- horiz_dim: integer Horizontal resolution bbox: dictionary Dictionary containing coordinates for corners of study area. Returns ------- grid_x: (...
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def validate_checksum( filename, md5sum ): """ Compares the md5 checksum of a file with an expected value. If the calculated and expected checksum values are not equal, ValueError is raised. If the filename `foo` is not found, will try to read a gzipped file named `foo.gz`. In this case, the ch...
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def end_address(self): """Get basic block end address. """ if self._instrs is []: return None return self._instrs[-1].address + self._instrs[-1].size - 1
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def start_vm(access_token, subscription_id, resource_group, vm_name): '''Start a virtual machine. Args: access_token (str): A valid Azure authentication token. subscription_id (str): Azure subscription id. resource_group (str): Azure resource group name. vm_name (str): Name of t...
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def setup_splittable_workflow(workflow, input_tables, out_dir=None, tags=None): ''' This function aims to be the gateway for code that is responsible for taking some input file containing some table, and splitting into multiple files containing different parts of that table. For now the only supported o...
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def abort_copy_file(self, share_name, directory_name, file_name, copy_id, timeout=None): ''' Aborts a pending copy_file operation, and leaves a destination file with zero length and full metadata. :param str share_name: Name of destination share. :param str direct...
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def pool_stop(name, **kwargs): ''' Stop a defined libvirt storage pool. :param name: libvirt storage pool name :param connection: libvirt connection URI, overriding defaults :param username: username to connect with, overriding defaults :param password: password to connect with, overriding defa...
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def hash_algo(self): """ :return: A unicode string of "md2", "md5", "sha1", "sha224", "sha256", "sha384", "sha512", "sha512_224", "sha512_256" """ algorithm = self['algorithm'].native algo_map = { 'md2_rsa': 'md2', 'md5_rsa': 'md5...
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def properties(self) -> dict: """ Returns the properties of the current node in the iteration. """ if isinstance(self._last_node, dict): return self._last_node.keys() else: return {}
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def has_variation(self, move: chess.Move) -> bool: """Checks if the given *move* appears as a variation.""" return move in (variation.move for variation in self.variations)
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def native(self, value, context=None): """Convert a value from a foriegn type (i.e. web-safe) to Python-native.""" value = super().native(value, context) if value is None: return try: return self.ingress(value) except Exception as e: raise Concern("Unable to transform incoming value: {0}", str(...
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def find_assign_to_builtin(node): """Finds assigning to built-ins""" # The list of forbidden builtins is constant and not determined at # runtime anyomre. The reason behind this change is that certain # modules (like `gettext` for instance) would mess with the # builtins module making this practice...
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def _FilterOutPathInfoDuplicates(path_infos): """Filters out duplicates from passed PathInfo objects. Args: path_infos: An iterable with PathInfo objects. Returns: A list of PathInfo objects with duplicates removed. Duplicates are removed following this logic: they're sorted by (ctime, mtime, atime,...
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def find_pix_borders(sp, sought_value): """Find useful region of a given spectrum Detemine the useful region of a given spectrum by skipping the initial (final) pixels with values equal to 'sought_value'. Parameters ---------- sp : 1D numpy array Input spectrum. sought_value : int,...
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def _determine_os_workload_status( configs, required_interfaces, charm_func=None, services=None, ports=None): """Determine the state of the workload status for the charm. This function returns the new workload status for the charm based on the state of the interfaces, the paused state and w...
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def getSensorData(self, name, channel=None): """ Returns a sensor node """ return self._getNodeData(name, self._SENSORNODE, channel)
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def notify(self, *args, **kwargs): '''Call all the callback handlers with given arguments.''' for handler in tuple(self.handlers): handler(*args, **kwargs)
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def routeAnswer(self, originalSender, originalTarget, value, messageID): """ Route an incoming answer to a message originally sent by this queue. """ def txn(): qm = self._messageFromSender(originalSender, messageID) if qm is None: return ...
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def ITS90_68_difference(T): r'''Calculates the difference between ITS-90 and ITS-68 scales using a series of models listed in [1]_, [2]_, and [3]_. The temperature difference is given by the following equations: From 13.8 K to 73.15 K: .. math:: T_{90} - T_{68} = a_0 + \sum_{i=1}^{12} a_i...
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def rotations(self, region): """ Returns champion rotations, including free-to-play and low-level free-to-play rotations. :returns: ChampionInfo """ url, query = ChampionApiV3Urls.rotations(region=region) return self._raw_request(self.rotations.__name__, region, url, que...
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def tran(inimage,outimage,direction='forward',x=None,y=None, coords=None, coordfile=None,colnames=None,separator=None, precision=6, output=None,verbose=True): """ Primary interface to perform coordinate transformations in pixel coordinates between 2 images using STWCS and full distortion mod...
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def find(cls, *args, **kwargs): """ Find notifications. Optional kwargs are: since: datetime instance until: datetime instance If not specified, until will default to now(), and since will default to 30 days prior to until...
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def defocus_blur(x, severity=1): """Defocus blurring to images. Apply defocus blurring to images using Gaussian kernel. Args: x: numpy array, uncorrupted image, assumed to have uint8 pixel in [0,255]. severity: integer, severity of corruption. Returns: numpy array, image with uint8 pixels in [0,2...
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def route(self, path, routinemethod, container = None, host = None, vhost = None, method = [b'GET', b'HEAD']): ''' Route specified path to a WSGI-styled routine factory :param path: path to match, can be a regular expression :param routinemethod: factory function routi...
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def start_router(router_class, router_name): """Wrapper for starting a router and register it. Args: router_class: The router class to instantiate. router_name: The name to give to the router. Returns: A handle to newly started router actor. """ handle = router_class.remote...
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def _compute_value(self, dest, kwargs, flag_val_strs): """Compute the value to use for an option. The source of the default value is chosen according to the ranking in RankedValue. """ # Helper function to convert a string to a value of the option's type. def to_value_type(val_str): if val_st...
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def payload_class_for_element_name(element_name): """Return a payload class for given element name.""" logger.debug(" looking up payload class for element: {0!r}".format( element_name)) logger.debug(" known: {0!r}".format(STANZA_PAYLOAD_CLASSE...
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def ConsumeBool(self): """Consumes a boolean value. Returns: The bool parsed. Raises: ParseError: If a boolean value couldn't be consumed. """ try: result = ParseBool(self.token) except ValueError as e: raise self._ParseError(str(e)) self.NextToken() return resu...
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def handle(client, request): """ Handle format request request struct: { 'data': 'data_need_format', 'formaters': [ { 'name': 'formater_name', 'config': {} # None or dict }, ... # forma...
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def line_join_type(self): """Join type, one of `miter`, `round`, `bevel`.""" key = self._data.get(b'strokeStyleLineJoinType').enum return self.STROKE_STYLE_LINE_JOIN_TYPES.get(key, str(key))
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def _get_choices(self, gandi): """ Internal method to get choices list """ kernel_families = list(gandi.kernel.list().values()) return [kernel for klist in kernel_families for kernel in klist]
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def _define_absl_flag(self, flag_instance, suppress): """Defines a flag from the flag_instance.""" flag_name = flag_instance.name short_name = flag_instance.short_name argument_names = ['--' + flag_name] if short_name: argument_names.insert(0, '-' + short_name) if suppress: helptext ...
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def addRating(self, rating=5.0): """Adds a rating to an item between 1.0 and 5.0""" if rating > 5.0: rating = 5.0 elif rating < 1.0: rating = 1.0 url = "%s/addRating" % self.root params = { "f": "json", "rating" : "%s" % rating ...
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def _is_excluded(self, path, dir_only): """Check if file is excluded.""" return self.npatterns and self._match_excluded(path, self.npatterns)
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def _connection_defaults(user=None, host=None, port=None, maintenance_db=None): ''' Returns a tuple of (user, host, port, db) with config, pillar, or default values assigned to missing values. ''' if not user: user = __salt__['config.option']('postgres.user') if not host: host = ...
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def respond(self): """Process the current request. From :pep:`333`: The start_response callable must not actually transmit the response headers. Instead, it must store them for the server or gateway to transmit only after the first iteration of the appli...
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def set_pixel_size(self, deltaPix): """ update pixel size :param deltaPix: :return: """ self._pixel_size = deltaPix if self.psf_type == 'GAUSSIAN': try: del self._kernel_point_source except: pass
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def _generate_neuron_files_from_neuroml(network, verbose=False, dir_for_mod_files = None): """ Generate NEURON hoc/mod files from the NeuroML files which are marked as included in the NeuroMLlite description; also compiles the mod files """ print_v("------------- Generating NEURON files from Neu...
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def store_announcement( working_dir, announcement_hash, announcement_text, force=False ): """ Store a new announcement locally, atomically. """ if not force: # don't store unless we haven't seen it before if announcement_hash in ANNOUNCEMENTS: return announce_filename = get_ann...
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def set_xml(self): """Set document xml just rendered already validated against xsd to be signed. :params boolean debug_mode: Either if you want the rendered template to be saved either it is valid or not with the given schema. :returns boolean: Either was valid or no...
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def non_null(t): '''Generates non-null type (t!) >>> class TypeWithNonNullFields(Type): ... a_int = non_null(int) ... a_float = non_null(Float) ... a_string = Field(non_null(String)) ... >>> TypeWithNonNullFields type TypeWithNonNullFields { aInt: Int! aFloat: Fl...
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def safe_mkdir_for_all(paths): """Make directories which would contain all of the passed paths. This avoids attempting to re-make the same directories, which may be noticeably expensive if many paths mostly fall in the same set of directories. :param list of str paths: The paths for which containing directori...
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def get_bilinear_residuals_stepp(input_params, xvals, yvals, slope1_fit): ''' Returns the residual sum-of-squares value of a bilinear fit to a data set - with a segment - 1 gradient fixed by an input value (slope_1_fit) :param list input_params: Input parameters for the bilinear model [slope2, ...
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def find_files(directory, pattern): """ Recusively finds files in a directory re :param directory: base directory :param pattern: wildcard pattern :return: generator with filenames matching pattern """ for root, __, files in os.walk(directory): for basename in files: if f...
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def install(self, tmp_container, font_tmpdir, css_content): """ Install extracted files and builded css """ # Write builded css file to its destination with open(self.webfont_settings['csspart_path'], 'w') as css_file: css_file.write(css_content) # Clean prev...
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def recordcomplement(a, b, buffersize=None, tempdir=None, cache=True, strict=False): """ Find records in `a` that are not in `b`. E.g.:: >>> import petl as etl >>> a = [['foo', 'bar', 'baz'], ... ['A', 1, True], ... ['C', 7, False], ... ...
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def list_issues(context, id, sort, limit, where): """list_issues(context, id) List all job attached issues. >>> dcictl job-list-issue [OPTIONS] :param string id: ID of the job to retrieve issues from [required] :param string sort: Field to apply sort :param integer limit: Max number of rows t...
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def categorize( data, col_name: str = None, new_col_name: str = None, categories: dict = None, max_categories: float = 0.15 ): """ :param data: :param col_name: :param new_col_name: :param categories: :param max_categories: max proportion threshold of categories :return: new categori...
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def get_function(rule, domain, normalize, **parameters): """ Create a quadrature function and set default parameter values. Args: rule (str): Name of quadrature rule defined in ``QUAD_FUNCTIONS``. domain (Dist, numpy.ndarray): Defines ``lower`` and ``upper`` that is ...
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def safe_list_set(plist, idx, fill_with, value): """ Sets: ``` plist[idx] = value ``` If len(plist) is smaller than what idx is trying to dereferece, we first grow plist to get the needed capacity and fill the new elements with fill_with (or fill_with(), if it's a callable). ""...
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def _parseline(line): """ Parse a line of Java properties file. :param line: A string to parse, must not start with ' ', '#' or '!' (comment) :return: A tuple of (key, value), both key and value may be None >>> _parseline(" ") (None, '') >>> _parseline("aaa:") ('aaa', '') >...
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def rect(self, x, y, width, height, color): """ See the Processing function rect(): https://processing.org/reference/rect_.html """ self.context.set_source_rgb(*color) self.context.rectangle(self.tx(x), self.ty(y), self.tx(width), self.ty(height)) self.context.fil...
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def ser_a_trous(C0, filter, scale): """ The following is a serial implementation of the a trous algorithm. Accepts the following parameters: INPUTS: filter (no default): The filter-bank which is applied to the components of the transform. C0 (no default): The current array on whic...
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def writer(fo, schema, records, codec='null', sync_interval=1000 * SYNC_SIZE, metadata=None, validator=None, sync_marker=None): """Write records to fo (stream) according to schema Parameters ---------- fo: file-like Ou...
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def console_fill_char(con: tcod.console.Console, arr: Sequence[int]) -> None: """Fill the character tiles of a console with an array. `arr` is an array of integers with a length of the consoles width and height. .. deprecated:: 8.4 You should assign to :any:`tcod.console.Console.ch` instead. ...
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def lspcn(body, et, abcorr): """ Compute L_s, the planetocentric longitude of the sun, as seen from a specified body. http://naif.jpl.nasa.gov/pub/naif/toolkit_docs/C/cspice/lspcn_c.html :param body: Name of central body. :type body: str :param et: Epoch in seconds past J2000 TDB. :typ...
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def create_customer(cls, customer, **kwargs): """Create Customer Create a new Customer This method makes a synchronous HTTP request by default. To make an asynchronous HTTP request, please pass async=True >>> thread = api.create_customer(customer, async=True) >>> result ...
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def new_worker(self, name: str): """Creates a new Worker and start a new Thread with it. Returns the Worker.""" if not self.running: return self.immediate_worker worker = self._new_worker(name) self._start_worker(worker) return worker
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def interp1d(x,Z,xout,spline=False,kind='linear',fill_value=np.NaN,**kwargs): """ INTERP1D : Interpolate values from a 1D vector at given positions @param x: 1st dimension vector of size NX @author: Renaud DUSSURGET, LER/PAC, Ifremer La Seyne """ linear = not spline ...
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def extraction(self, event_collection, timeframe=None, timezone=None, filters=None, latest=None, email=None, property_names=None): """ Performs a data extraction Returns either a JSON object of events or a response indicating an email will be sent to you with data. ...
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async def run(websession: ClientSession): """Run.""" try: # Create a client: client = Client( '<API_KEY>', 39.7974509, -104.8887227, websession, altitude=1609.3) # Get current UV info: print('CURRENT UV DATA:') ...
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def build_markdown_table(headers, rows, row_keys=None): """Build a lined up markdown table. Args: headers (dict): A key -> value pairing fo the headers. rows (list): List of dictionaries that contain all the keys listed in the headers. row_keys (list): A sorted list of keys to d...
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def _input_as_lines(self, data): """Writes data to tempfile and sets -i parameter data -- list of lines, ready to be written to file """ if data: self.Parameters['-i']\ .on(super(CD_HIT,self)._input_as_lines(data)) return ''
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def db_list(**connection_args): ''' Return a list of databases of a MySQL server using the output from the ``SHOW DATABASES`` query. CLI Example: .. code-block:: bash salt '*' mysql.db_list ''' dbc = _connect(**connection_args) if dbc is None: return [] cur = dbc.c...
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def match_note_offsets(ref_intervals, est_intervals, offset_ratio=0.2, offset_min_tolerance=0.05, strict=False): """Compute a maximum matching between reference and estimated notes, only taking note offsets into account. Given two note sequences represented by ``ref_intervals`` and ...
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def apply_reserve_resource_constraint(machine, constraint): """Apply the changes implied by a reserve resource constraint to a machine model.""" if constraint.location is None: # Compensate for globally reserved resources machine.chip_resources \ = resources_after_reservation( ...
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def plot_time_series(sdat, lovs): """Plot requested time series. Args: sdat (:class:`~stagpy.stagyydata.StagyyData`): a StagyyData instance. lovs (nested list of str): nested list of series names such as the one produced by :func:`stagpy.misc.list_of_vars`. Other Parameters: ...
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def copy(self): """ Make a copy. This means, we delete all observers and return a copy of this array. It will still be an ObsAr! """ from .lists_and_dicts import ObserverList memo = {} memo[id(self)] = self memo[id(self.observers)] = ObserverList() ...
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def origination_urls(self): """ Access the origination_urls :returns: twilio.rest.trunking.v1.trunk.origination_url.OriginationUrlList :rtype: twilio.rest.trunking.v1.trunk.origination_url.OriginationUrlList """ if self._origination_urls is None: self._origin...
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def upload_process_reach_files(output_dir, pmid_info_dict, reader_version, num_cores): # At this point, we have a directory full of JSON files # Collect all the prefixes into a set, then iterate over the prefixes # Collect prefixes json_files = glob.glob(os.path.join(outp...
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def _assert_same_base_type(items, expected_type=None): r"""Asserts all items are of the same base type. Args: items: List of graph items (e.g., `Variable`, `Tensor`, `SparseTensor`, `Operation`, or `IndexedSlices`). Can include `None` elements, which will be ignored. expected_type: Expected...
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def attr_set(args): ''' Set key=value attributes: if entity name & type are specified then attributes will be set upon that entity, otherwise the attribute will be set at the workspace level''' if args.entity_type and args.entity: prompt = "Set {0}={1} for {2}:{3} in {4}/{5}?\n[Y\\n]: ".format(...
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def get(self, *args, **kwargs): #: Render view for get request, view is cached for websocket """ Execute the correct handler depending on what is connecting. """ if self.is_websocket(): return super(DemoHandler, self).get(*args, **kwargs) else: #return tornado.web...
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def simxUnpackInts(intsPackedInString): ''' Please have a look at the function description/documentation in the V-REP user manual ''' b=[] for i in range(int(len(intsPackedInString)/4)): b.append(struct.unpack('<i',intsPackedInString[4*i:4*(i+1)])[0]) return b
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def reset(self): """ Reseting duration for throttling """ if self._call_later_handler is not None: self._call_later_handler.cancel() self._call_later_handler = None self._wait_done_cb()
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def check_stoplimit_prices(price, label): """ Check to make sure the stop/limit prices are reasonable and raise a BadOrderParameters exception if not. """ try: if not isfinite(price): raise BadOrderParameters( msg="Attempted to place an order with a {} price " ...
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def from_pickle(cls, filename): """Loads and Returns a Camera from a pickle file, given a filename.""" with open(filename, 'rb') as f: cam = pickle.load(f) projection = cam.projection.copy() return cls(projection=projection, position=cam.position.xyz, rotation=cam.rotation._...
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def create(cls, bucket, key, size, chunk_size): """Create a new object in a bucket.""" bucket = as_bucket(bucket) if bucket.locked: raise BucketLockedError() # Validate chunk size. if not cls.is_valid_chunksize(chunk_size): raise MultipartInvalidChunkSiz...
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def get_country(self): """ :return: Country or None """ response = self._session.fetch("users.get", user_ids=self.id, fields="country")[0] if response.get('country'): return Country.from_json(self._session, response.get('country'))
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def route(self): """Used to select the L2 address""" dst = self.dst if isinstance(dst, Gen): dst = next(iter(dst)) return conf.route6.route(dst)
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