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def parse_regex_flags(raw_flags: str = 'gim'): """ parse flags user input and convert them to re flags. Args: raw_flags: string chars representing er flags Returns: (re flags, whether to return multiple matches) """ raw_flags = raw_flags.lstrip('-') # compatibility with origi...
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def create_parser(): """ Create argparse object for this CLI """ parser = argparse.ArgumentParser( description="Remove doubled extensions from files") parser.add_argument("filename", metavar="file", help="File to process") return parser
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def has_answer(answers, retrieved_text, match='string', tokenized: bool = False): """Check if retrieved_text contains an answer string. If `match` is string, token matching is done between the text and answer. If `match` is regex, we search the whole text with the regex. """ if not isinstance(answe...
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def get_utm_zone(srs): """ extracts the utm_zone from an osr.SpatialReference object (srs) returns the utm_zone as an int, returns None if utm_zone not found """ if not isinstance(srs, osr.SpatialReference): raise TypeError('srs is not a osr.SpatialReference instance') if srs.IsProjec...
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def test_create_with_manager(): """Test getting a created test user with manager""" user, user_key, manager, manager_key = helper.user.create_with_manager() assert isinstance(user, protobuf.user_state_pb2.User) assert isinstance(manager, protobuf.user_state_pb2.User) assert isinstance(user.next_id,...
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def launcher(cmd): """Start a new terminal instance with defined command""" global thread_id print() # Just for clean output logging.info("Thread %s: Starting :- %s", thread_id, cmd) os.system(cmd) logging.info("Thread %s: Finished :- %s", thread_id, cmd) thread_id -= 1
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def get_documents_meta_url(project_id: int, limit: int = 10, host: str = KONFUZIO_HOST) -> str: """ Generate URL to load meta information about the Documents in the Project. :param project_id: ID of the Project :param host: Konfuzio host :return: URL to get all the Documents details. """ re...
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def CalcUB(idx1, idx2, replace=False, reflist=None): """Calculate a UB matrix from the cell and two reflections idx1 and idx2 in reflist. Replace the current UB matrix when replace is True""" sample, inst = getSampleInst() if not sample: return rfl = sample.getRefList(reflist) if rfl...
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def parse_params_from_string(paramStr: str) -> dict: """ Create a dictionary representation of parameters in PBC format """ params = dict() lines = paramStr.split('\n') for line in lines: if line: name, value = parse_param_line(line) add_param(params, name, value) ...
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def hstack(gctoos, remove_all_metadata_fields=False, error_report_file=None, fields_to_remove=[], reset_ids=False): """ Horizontally concatenate gctoos. Args: gctoos (list of gctoo objects) remove_all_metadata_fields (bool): ignore/strip all common metadata when combining gctoos error_...
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def number_fixed_unused_variables(block): """ Method to return the number of fixed Var components which do not appear within any activated Constraint in a model. Args: block : model to be studied Returns: Number of fixed Var components which do not appear within any activated ...
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def tunnelX11( node, display=None): """Create an X11 tunnel from node:6000 to the root host display: display on root host (optional) returns: node $DISPLAY, Popen object for tunnel""" if display is None and 'DISPLAY' in environ: display = environ[ 'DISPLAY' ] if display is None: ...
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def static_docs(file_path): """Serve the 'docs' folder static files and redirect folders to index.html. :param file_path: File path inside the 'docs' folder. :return: Full HTTPResponse for the static file. """ if os.path.isdir(os.path.join(document_root, 'docs', file_path)): return r...
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def get_aws_account_id_file_section_dict() -> collections.OrderedDict: """~/.aws_accounts_for_set_aws_mfa から Section 情報を取得する""" # ~/.aws_accounts_for_set_aws_mfa の有無を確認し、なければ生成する prepare_aws_account_id_file() # 該当 ini ファイルのセクション dictionary を取得 return Config._sections
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def profile(request, session_key): """download_audio.html renderer. :param request: rest API request object. :type request: Request :param session_key: string representing the session key for the user :type session_key: str :return: Just another django mambo. :rtype: HttpResponse ...
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def genotype_vcf( args, input_vcf: str, input_sim: str, input_real: str, output_file=sys.stdout, remove_z=5.0, samples=[], ): """Write new VCF with NPSV-determined genotypes Args: args (argparse.Namespace): Command arguments input_vcf (str): Path to input VCF file ...
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def pipFetchLatestVersion(pkg_name: str) -> str: """ Fetches the latest version of a python package from pypi.org :param pkg_name: package to search for :return: latest version of the package or 'not found' if error was returned """ base_url = "https://pypi.org/pypi" request = f"{base_url}/{...
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def _GetLastAuthor(): """Returns a string with the author of the last commit.""" author = subprocess.check_output(['git', 'log', '-1', '--pretty=format:"%an"']).splitlines() return author
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def PlotPolygons(Polygons, Map=None, Ax=None, OutlineColour='k', FillColour='w', ColourMap="None", alpha=0.5): """ Function to plot polygons from a shapely Polygon Dictionary Modified from PlottingRaster.py code by FJC Outline colour can be name, tuple or range of value to shade MDH """ ...
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def mock_datasource_http_oauth2(mock_datasource): """Mock DataSource object with http oauth2 credentials""" mock_datasource.credentials = b"client_id: FOO\nclient_secret: oldisfjowe84uwosdijf" mock_datasource.location = "http://foo.com" return mock_datasource
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def test_050_person_image_file(): """Test person_image_file method.""" # FORM is subordinate of OBJE dialect = model.Dialect.MYHERITAGE form = model.make_record(2, None, "FORM", "JPG", [], 0, dialect, None).freeze() file = model.make_record( 2, None, "FILE", "/p...
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def os_environ(): """ clear os.environ, and restore it after the test runs """ # for use whenever you expect code to edit environment variables old_env = os.environ.copy() os.environ = {} yield os.environ = old_env
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async def test_if_fires_on_transmitter_event(hass, calls, entry, lcn_connection): """Test for transmitter event triggers firing.""" address = (0, 7, False) device = get_device(hass, entry, address) assert await async_setup_component( hass, automation.DOMAIN, { automa...
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def save_pred_vs_label_4tuple( img_rgb: np.ndarray, label_img: np.ndarray, id_to_class_name_map: Mapping[int, str], save_fpath: str ) -> None: """7-tuple consists of (1-3) rgb mask 3-sequence for label or predictions (4) color palette Args: img_rgb la...
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def find_certificate_name(file_name): """Search the CRT for the actual aggregator name.""" # This loop looks for the collaborator name in the key with open(file_name, 'r') as f: for line in f: if 'Subject: CN=' in line: col_name = line.split('=')[-1].strip() ...
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def _find_module(module): """Find module using imp.find_module. While imp is deprecated, it provides a Python 2/3 compatible interface for finding a module. We use the result later to load the module with imp.load_module with the '__main__' name, causing it to execute. The non-deprecated metho...
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def update_counts(partno, quantity, batchname, message): """ Updates the given stock entry, creating it if necessary. Raises an exception if the part number is not valid or if there is a database problem """ _check_bom(partno) # validation _do_update_counts(partno, quantity, batchname, message)
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def drop_object(): """Drop an object into the scene.""" global bodies, geom, counter, objcount body, geom = create_box(world, space, 1000, 0.2,0.2,0.2) body.setPosition( (random.gauss(0,0.1),3.0,random.gauss(0,0.1)) ) theta = random.uniform(0,2*pi) ct = cos (theta) st = sin (theta) bod...
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def float2bin(p: float, min_bits: int = 10, max_bits: int = 20, relative_error_tol=1e-02) -> List[bool]: """ Converts probability `p` into binary list `b`. Args: p: probability such that 0 < p < 1 min_bits: minimum number of bits before testing relative error. max_bits: maximum number o...
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def bin_thresh(img: np.ndarray, thresh: Number) -> np.ndarray: """ Performs binary thresholding of an image Parameters ---------- img : np.ndarray Image to filter. thresh : int Pixel values >= thresh are set to 1, else 0. Returns ------- np.ndarray : Binariz...
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def add_object_align_init(context, operator): """ Return a matrix using the operator settings and view context. :arg context: The context to use. :type context: :class:`bpy.types.Context` :arg operator: The operator, checked for location and rotation properties. :type operator: :class:`bpy.type...
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def _main() -> None: """実行用スクリプト.""" ut.init_root_logger() config = utils.load_config_from_input_args(lambda x: Config(**x)) if config is None: _logger.error("config error.") return filepath = download(config) _logger.info(f"download path: {filepath}")
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def load_dataset(): """ load dataset :return: dataset in numpy style """ data_location = 'data.pk' data = pickle.load(open(data_location, 'rb')) return data
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def video_feed(): """Return camera live feed.""" return Response(gen(Camera()), mimetype='multipart/x-mixed-replace; boundary=frame')
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def run(flist): """ Iterate over a list of files and yields each line sequentially. Parameters ---------- flist : list of file-like objects Must handle `.close()` attribute. Yields ------ str (line-by-line) Lines from the concatenated PDB files. """ for fhandle...
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def allocatable_production(dataset): """Return generator of production exchanges for a dataset. Production exchanges either: * Have type ``reference product``, or * Have type ``byproduct`` and ``classification`` is ``allocatable product`` Note that all types of reference products are returned: ``...
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def test_capture_and_release_default_warning_handler(loguru_logger: Logger): """Ensure the module can capture and release the default warnings handler.""" assert not isinstance(warnings.showwarning, partial) assert warnings.showwarning == DEFAULT_SHOWARNING assert python_warnings.capture(loguru_logger...
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def area_in_squaremeters(geodataframe): """Calculates the area sizes of a geo dataframe in square meters. Following https://gis.stackexchange.com/a/20056/77760 I am choosing equal-area projections to receive a most accurate determination of the size of polygons in the geo dataframe. Instead of Gall-Pet...
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def main() -> None: """Compares the Alma records to the current WorldCat holdings. Outputs the following files: - records_with_no_action_needed.csv The OCLC numbers found in both the alma_records_file and the worldcat_records_directory - records_to_set_in_worldcat.csv The OCLC n...
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def add_eges_grayscale(image): """ Edge detect. Keep original image grayscale value where no edge. """ greyscale = rgb2gray(image) laplacian = np.array([[0, -1, 0], [-1, 4, -1], [0, -1, 0]]) edges = scipy.ndimage.filters.correlate(greyscale, laplacian) for index,value in np.ndenumerate(edges...
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def generateFromSitePaymentObject(signature: str, account_data: dict, data: dict)->dict: """[summary] Creates object for from site chargment request Args: signature (str): signature hash string account_data (dict): merchant_account: str merchant_domain: str ...
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def deal_weights(node, data=None): """ deal the weights of the custom layer """ layer_type = node.layer_type weights_func = custom_layers[layer_type]['weights'] name = node.layer_name return weights_func(name, data)
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def label_brand_generic(df): """ Correct the formatting of the brand and generic drug names """ df = df.reset_index(drop=True) df = df.drop(['drug_brand_name', 'drug_generic_name'], axis=1) df['generic_compare'] = df['generic_name'].str.replace('-', ' ') df['generic_compare'] = df['generic_compare']...
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def RMSRE( image_true: np.ndarray, image_test: np.ndarray, mask: np.ndarray = None, epsilon: float = 1e-9, ) -> float: """Root mean squared relative error (RMSRE) between two images within the specified mask. If not mask is specified the entire image is used. Parameters ---------- i...
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def test_ksic10_to_isic4_concordance(code: str, expected: str): """Test KSIC10 to ISIC4 sample concordances.""" assert KSIC10_to_ISIC4.concordant(code) == expected
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def getImage(imageData, flag): """ Returns the PIL image object from imageData based on the flag. """ image = None try: if flag == ENHANCED: image = PIL.Image.open(imageData.enhancedImage.file) elif flag == UNENHANCED: image = PIL.Image.open(imageData.unenhan...
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def save_record(record_type, record_source, info, indicator, date=None): """ A convenience function that calls 'create_record' and also saves the resulting record. :param record_type: The record type, which should be a value from the RecordTyp...
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def test_adding_existing_data_is_idempotent(learner_type, f, learner_kwargs): """Adding already existing data is an idempotent operation. Either it is idempotent, or it is an error. This is the only sane behaviour. """ f = generate_random_parametrization(f) learner = learner_type(f, **learner_k...
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def update_product_price(pid: str, new_price: int): """ Update product's price Args: pid (str): product id new_price (int): new price Returns: dict: status(success, error) """ playload = {'status': ''} try: connection = create_connection() with connectio...
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def select_n_products(lst, n): """Select the top N products (by number of reviews) args: lst: a list of lists that are (key,value) pairs for (ASIN, N-reviews) sorted on the number of reviews in reverse order n: a list of three numbers, returns: a list of...
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def load_vanHateren(params): """ Load van Hateren data and format as a Dataset object Inputs: params [obj] containing attributes: data_dir [str] directory to van Hateren data rand_state (optional) [obj] numpy random state object num_images (optional) [int] how many images to extract. Default...
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def build_parser() -> argparse.ArgumentParser: """Builds and returns the CLI parser.""" # Help parser help_parser = argparse.ArgumentParser(add_help=False) group = help_parser.add_argument_group('Help and debug') group.add_argument('--debug', help='Enable debug output.', ...
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def parse_args(): """Parse command-line args. """ parser = argparse.ArgumentParser(description = 'Upload (JSON-encoded) conformance resources from FHIR IGPack tar archive.', add_help = False) parser.add_argument('-h', '--help', action = 'store_true', help = 'show this help message and exit') parser...
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def wrap_to_pi(inp, mask=None): """Wraps to [-pi, pi)""" if mask is None: mask = torch.ones(1, inp.size(1)) if mask.dim() == 1: mask = mask.unsqueeze(0) mask = mask.to(dtype=inp.dtype) val = torch.fmod((inp + pi) * mask, 2 * pi) neg_mask = (val * mask) < 0 val = val + 2 * p...
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def if_pandas(func): """Test decorator that skips test if pandas not installed.""" @wraps(func) def run_test(*args, **kwargs): try: import pandas except ImportError: pytest.skip('Pandas not available.') else: return func(*args, **kwargs) return...
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def handle_front_pots(pots, next_pots): """Handle front, additional pots in pots.""" if next_pots[2] == PLANT: first_pot = pots[0][1] pots = [ [next_pots[2], first_pot - 1]] + pots return pots, next_pots[2:] return pots, next_pots[3:]
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def run_example_activity_tests(): """Parses and validates example activity file.""" fname = os.path.join( os.path.dirname(__file__), '../assets/js/activity-examples.js') if not os.path.exists(fname): raise Exception('Missing file: %s', fname) verifier = Verifier() verifier.echo_func...
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def environment(envdata): """ Class decorator that allows to run tests in sandbox against different Qubell environments. Each test method in suite is converted to <test_name>_on_environemnt_<environment_name> :param params: dict """ #assert isinstance(params, dict), "@environment decorator shoul...
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def convert_vcf(i_filename, sample_info, o_prefix, skip_haploid): """Reads a VCF and creates a TPED/TFAM from it. :param i_filename: the name of the VCF file (might be gzip). :param sample_info: information about the samples. :param o_prefix: the prefix of the output files. :param skip_haploid: whe...
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def get_domain_name(url): """ Returns the domain name from a URL """ parsed_uri = urlparse(url) return parsed_uri.netloc
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def get_answer_str(answers: list, scale: str): """ :param ans_type: span, multi-span, arithmetic, count :param ans_list: :param scale: "", thousand, million, billion, percent :param mode: :return: """ sorted_ans = sorted(answers) ans_temp = [] for ans in sorted_ans: ans...
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def user_0post(users): """ Fixture that returns a test user with 0 posts. """ return users['user2']
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def initialize(): """ Initialize some parameters, such as API key """ api_key = os.environ.get("api_key") # None when not exist if api_key and len(api_key) == 64: # length of a key should be 64 return api_key print("Please set a valid api_key in the environment variables.") exit()
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def plot_tuning_curve_evo(data, epochs=None, ax=None, cmap='inferno_r', linewidth=0.3, ylim='auto', include_true=True, xlabel='Bandwidths', ylabel='Average Firing Rate'): """ Plot evolution of TC averaged ove...
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def transportinfo_decoder(obj): """Decode programme object from json.""" transportinfo = json.loads(obj) if "__type__" in transportinfo and transportinfo["__type__"] == "__transportinfo__": return TransportInfo(**transportinfo["attributes"]) return transportinfo
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def group_events_data(events): """ Group events according to the date. """ # e.timestamp is a datetime.datetime in UTC # change from UTC timezone to current seahub timezone def utc_to_local(dt): tz = timezone.get_default_timezone() utc = dt.replace(tzinfo=timezone.utc) lo...
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def onesetup(places, numtwts, numtest, balance): """ This setup considers the tweets from the places in the list and select some number of tweets from those places as testing tweets, the query is just one tweet @arg city the place_id of the city @arg num the number of tweets generated ...
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def create_matrix(PBC=None): """ Used for calculating distances in lattices with periodic boundary conditions. When multiplied with a set of points, generates additional points in cells adjacent to and diagonal to the original cell Args: PBC: an axis which does not have periodic boundary condition....
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def get_additive_seasonality_linear_trend() -> pd.Series: """Get example data for additive seasonality tutorial""" dates = pd.date_range(start="2017-06-01", end="2021-06-01", freq="MS") T = len(dates) base_trend = 2 state = np.random.get_state() np.random.seed(13) observations = base_trend *...
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async def test_creating_entry_tries_discover(hass): """Test setting up does discovery.""" with MOCK_PYHS100, patch( "homeassistant.components.tplink.async_setup_entry", return_value=mock_coro(True), ) as mock_setup, patch( "pyHS100.Discover.discover", return_value={"host": 1234} ...
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def is_client_trafic_trace(conf_list, text): """Determine if text is client trafic that should be included.""" for index in range(len(conf_list)): if text.find(conf_list[index].ident_text) != -1: return True return False
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def convert_range(g, op, block): """Operator converter for range.""" start = g.get_node(op.input("Start")[0]) stop = g.get_node(op.input("End")[0]) step = g.get_node(op.input("Step")[0]) dtype = infer_type(start).checked_type.dtype params = [] for param in (start, stop, step): para...
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def isinf(x): """ For an ``mpf`` *x*, determines whether *x* is infinite:: >>> from sympy.mpmath import * >>> isinf(inf), isinf(-inf), isinf(3) (True, True, False) """ if not isinstance(x, mpf): return False return x._mpf_ in (finf, fninf)
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def do_run_comparison(source, config_input, suppress_warnings_for=[]): """ Run rsmcompre experiment automatically. Use the given experiment configuration file located in the given source directory. Parameters ---------- source : str Path ...
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def formalize_switches(switches): """ Create all entries for the switches in the topology.json """ switches_formal=dict() for s, switch in enumerate(switches): switches_formal["s_"+switch]=formalize_switch(switch, s) return switches_formal
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def check_coords(X, x_lat_dim, x_lon_dim, x_sample_dim, x_feature_dim): """Checks that X has coordinates named as specified by x_lat_dim, x_lon_dim, x_sample_dim, and x_feature_dim""" assert x_lat_dim in X.coords.keys(), 'XCast requires a dataset_lat_dim to be a coordinate on X' assert x_lon_dim in X.coords.keys(), ...
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def arp_scores(run): """ This function computes the Average Retrieval Performance (ARP) scores according to the following paper: Timo Breuer, Nicola Ferro, Norbert Fuhr, Maria Maistro, Tetsuya Sakai, Philipp Schaer, Ian Soboroff. How to Measure the Reproducibility of System-oriented IR Experiments. ...
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def init_testlink(): """Test link initialization""" if not TLINK.enabled: return # connect to test link TLINK.rpc = testlink.TestlinkAPIClient(server_url=TLINK.conf['xmlrpc_url'], devKey=TLINK.conf['api_key']) # assert test project exists _test...
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def bayesian_proportion_test( x:Tuple[int,int], n:Tuple[int,int], prior:Tuple[float,float]=(0.5,0.5), prior2:Optional[Tuple[float,float]]=None, num_samples:int=1000, seed:int=8675309) -> Tuple[float,float,float]: """ Perform a Bayesian test to identify significantly ...
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def _create_triangular_filterbank( all_freqs: Tensor, f_pts: Tensor, ) -> Tensor: """Create a triangular filter bank. Args: all_freqs (Tensor): STFT freq points of size (`n_freqs`). f_pts (Tensor): Filter mid points of size (`n_filter`). Returns: fb (Tens...
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def convert_millis(track_dur_lst): """ Convert milliseconds to 00:00:00 format """ converted_track_times = [] for track_dur in track_dur_lst: seconds = (int(track_dur)/1000)%60 minutes = int(int(track_dur)/60000) hours = int(int(track_dur)/(60000*60)) converted_time = '%...
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def start_server(use_sendfile, keep_sending=False): """A simple test server which sends a file once a client connects. use_sendfile decides whether using sendfile() or plain send(). If keep_sending is True restart sending file when EOF is reached. """ sock = socket.socket() sock.setsockopt(socke...
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def sync_xlims(*axes): """Synchronize the x-axis data limits for multiple axes. Uses the maximum upper limit and minimum lower limit across all given axes. Parameters ---------- *axes : axis objects List of matplotlib axis objects to format Returns ------- out : yxin, xmax ...
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def algo_config_to_class(algo_config): """ Maps algo config to the IRIS algo class to instantiate, along with additional algo kwargs. Args: algo_config (Config instance): algo config Returns: algo_class: subclass of Algo algo_kwargs (dict): dictionary of additional kwargs to pa...
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def group_by_key(dirnames, key): """Group a set of output directories according to a model parameter. Parameters ---------- dirnames: list[str] Output directories key: various A field of a :class:`Model` instance. Returns ------- groups: dict[various: list[str]] ...
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def test_transform(): """2D and 3D""" WGS84_crs = {'init': 'EPSG:4326'} WGS84_points = ([12.492269], [41.890169], [48.]) ECEF_crs = {'init': 'EPSG:4978'} ECEF_points = ([4642610.], [1028584.], [4236562.]) ECEF_result = transform(WGS84_crs, ECEF_crs, *WGS84_points) assert numpy.allclose(numpy...
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def redistrict_grouped(df, kind, group_cols, district_col=None, value_cols=None, **kwargs): """Redistrict dataframe by groups Args: df (pandas.DataFrame): input dataframe kind (string): identifier of redistrict info (e.g. de/kreise) group_cols (list): List of colu...
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def count_wraps_rand( nr_parties: int, shape: Tuple[int] ) -> Tuple[List[ShareTensor], List[ShareTensor]]: """Count wraps random. The Trusted Third Party (TTP) or Crypto provider should generate: - a set of shares for a random number - a set of shares for the number of wraparounds for that number ...
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def update_processing_with_collection_contents(updated_processing, new_processing=None, updated_collection=None, updated_files=None, new_files=None, coll_msg_content=None, file_msg_content=None, transform_updates=None, ...
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def text_sim( sc1: Sequence, sc2: Sequence, ) -> float: """Returns the Text_Sim similarity measure between two pitch class sets. """ sc1 = prime_form(sc1) sc2 = prime_form(sc2) corpus = [text_set_class(x) for x in sorted(allClasses)] vectorizer = TfidfVectorizer() trsfm = vecto...
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def _feature_properties(feature, layer_definition, whitelist=None, skip_empty_fields=False): """ Returns a dictionary of feature properties for a feature in a layer. Third argument is an optional list or dictionary of properties to whitelist by case-sensitive name - leave it None to include eve...
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def reverse_search(view, what, start=0, end=-1, flags=0): """Do binary search to find `what` walking backwards in the buffer. """ if end == -1: end = view.size() end = find_eol(view, view.line(end).a) last_match = None lo, hi = start, end while True: middle = (lo + hi) / 2 ...
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def formatLookupLigatureSubstitution(lookup, lookupList, makeName=makeName): """ GSUB LookupType 4 """ # substitute <glyph sequence> by <glyph>; # <glyph sequence> must contain two or more of <glyph|glyphclass>. For example: # substitute [one one.oldstyle] [slash fraction] [two two.oldstyle] by onehalf;...
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def convert_raw2nc(path2rawfolder = '/nfs/grad/gradobs/raw/mlo/2020/', path2netcdf = '/mnt/telg/data/baseline/mlo/2020/', # database = None, start_date = '2020-02-06', pattern = '*sp02.*', sernos = [1032, 1046], site = 'mlo'...
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def zenith_simple_env(_shared_simple_env: ZenithEnv) -> Iterator[ZenithEnv]: """ Simple Zenith environment, with no authentication and no safekeepers. If TEST_SHARED_FIXTURES environment variable is set, we reuse the same environment for all tests that use 'zenith_simple_env', keeping the page serv...
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def get_curricula(course_url, year): """Encodes the available curricula for a given course in a given year in a vaguely sane format Dictionary fields: - constant.CODEFLD: curriculum code as used in JSON requests - constant.NAMEFLD: human-readable curriculum name""" curricula = [] curricula_...
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def conv3x3(in_planes, out_planes, stride=1, groups=1): """3x3 conv with padding""" return nn.Conv2d(in_planes, out_planes, kernel_size=3, stride=stride, padding=1, groups=groups, bias=False)
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def extract_facility_data(inventory_dict): """ Returns df of facilities from each inventory in inventory_dict, including FIPS code :param inventory_dict: a dictionary of inventory types and years (e.g., {'NEI':'2017', 'TRI':'2017'}) :return: df """ import stewi facility_m...
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def test_log_interp_units(): """Test interpolating with log x-scale with units.""" x_log = np.array([1e3, 1e4, 1e5, 1e6]) * units.hPa y_log = (np.log(x_log.m) * 2 + 3) * units.degC x_interp = np.array([5e5, 5e6, 5e7]) * units.Pa y_interp_truth = np.array([20.0343863828, 24.6395565688, 29.2447267548]...
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def post_five_days_weather_data(message, option, city_name): """ 指定された都市に関する5日間の天気予報を表示する。 コマンド: "tenki [-5 cityname|--five cityname]" """ post_message = tenkibot_service.make_5_days_weather_message(city_name) message.send('{}'.format(post_message))
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