content
stringlengths
22
815k
id
int64
0
4.91M
def main(): """Main function""" parser = ArgumentParser() parser.add_argument("config", help="json cluster configuration file") parser.add_argument("pattern", help="Filename pattern to download") args = parser.parse_args() config = get_config(parser, args) pattern = args.pattern copy_fil...
18,500
def make_object(page, d): """Object block Block loads a Object Model (Wavefront) along with it's *.mtl file. PARAM1 must be equal to *.obj and *.mtl filename (use lowercase extension). Files must share same filename and must be loaded in the media/document folder. If PARAM2 is set to 'scale', objec...
18,501
def read_xls_as_dict(filename, header="top"): """ Read a xls file as dictionary. @param filename File name (*.xls or *.xlsx) @param header Header position. Options: "top", "left" @return Dictionary with header as key """ table = read_xls(filename) if (header == "top...
18,502
def check_hostgroup(zapi, region_name, cluster_id): """check hostgroup from region name if exists :region_name: region name of hostgroup :returns: true or false """ return zapi.hostgroup.exists(name="Region [%s %s]" % (region_name, cluster_id))
18,503
def matlab_to_tt(ttemps, eng, is_orth=True, backend="numpy", mode="l"): """Load matlab.object representing TTeMPS into Python as TT""" _, f = tempfile.mkstemp(suffix=".mat") eng.TTeMPS_to_Py(f, ttemps, nargout=0) tt = load_matlab_tt(f, is_orth=is_orth, mode=mode, backend=backend) return tt
18,504
def encode_mecab(tagger, string): """ string을 mecab을 이용해서 형태소 분석 :param tagger: 형태소 분석기 객체 :param string: input text :return tokens: 형태소 분석 결과 :return indexs: 띄어쓰기 위치 """ string = string.strip() if len(string) == 0: return [], [] words = string.split() nodes = tagger....
18,505
def __vector__init__(self, obj=None): """Initializes the vector. Argument 'obj': If 'obj' is an integer, the vector is initialized as a vector of 'obj' elements. If 'obj' is a Python sequence. The vector is initialized as an equivalence of 'obj' by invoking self.fromlist(). """...
18,506
def nutrient_limited_growth(X,idx_A,idx_B,growth_rate,half_saturation): """ non-linear response with respect to *destination/predator* compartment Similar to holling_type_II and is a reparameterization of holling II. The response with respect to the origin compartment 'B' is approximately linear for s...
18,507
def aes128_decrypt(AES_KEY, _data): """ AES 128 位解密 :param requestData: :return: """ # 秘钥实例 newAes = getAesByKey(AES_KEY) # 解密 data = newAes.decrypt(_data) rawDataLength = len(data) # 剔除掉数据后面的补齐位 paddingNum = ord(data[rawDataLength - 1]) if paddingNum...
18,508
def db(app): """Yield a database for the tests.""" _db.app = app with app.app_context(): _db.create_all() yield _db # Explicitly close DB connection _db.session.close() _db.drop_all()
18,509
def generate_lists(project_id): """takes a scopus facettes export and extracts the two columns for the most common journals and the moste common keywords. writes the list to the two files 'keywords_facettes.txt and journal_facettes.txt""" with app.app_context(): location = app.config.get("LIBINTEL_D...
18,510
def test_finish_secret_finished(): """ Test that it doesn't update the secret if it's already AWSCURRENT""" mock_secrets = Mock() token = 'ver1' mock_secrets.describe_secret.return_value = { 'VersionIdsToStages': { 'ver1': ['AWSCURRENT'], 'ver2': ['AWSPENDING'] } ...
18,511
def human_readable_size(size, decimals=1): """Transform size in bytes into human readable text.""" for unit in ["B", "KB", "MB", "GB", "TB"]: if size < 1000: break size /= 1000 return f"{size:.{decimals}f} {unit}"
18,512
def spec_save_pkl_matrix(w, f, filout, verb=False): """ Save pickle """ tpl = {'w': w, 'f': f} with open(filout, 'wb') as handle: pickle.dump(tpl, handle, protocol=pickle.HIGHEST_PROTOCOL) # with open('filename.pickle', 'rb') as handle: # b = pickle.load(handle) if verb: p...
18,513
def generichash_blake2b_final(statebuf, digest_size): """Finalize the blake2b hash state and return the digest. :param statebuf: :type statebuf: bytes :param digest_size: :type digest_size: int :return: the blake2 digest of the passed-in data stream :rtype: bytes """ _digest = ffi....
18,514
def walker_input_formatter(t, obs): """ This function formats the data to give as input to the controller :param t: :param obs: :return: None """ return obs
18,515
def test_parse_nextflow_exec_report_html(): """Test finding and parsing of Nextflow workflow execution HTML report""" path = exec_report.find_exec_report(dirpath) assert str(path.absolute()) == str(input_html.absolute()) info = exec_report.get_info(dirpath) assert isinstance(info, exec_report.Nextfl...
18,516
def outpost_controller( self: MonitoredTask, outpost_pk: str, action: str = "up", from_cache: bool = False ): """Create/update/monitor/delete the deployment of an Outpost""" logs = [] if from_cache: outpost: Outpost = cache.get(CACHE_KEY_OUTPOST_DOWN % outpost_pk) LOGGER.debug("Getting o...
18,517
def build_url_base(url): """Normalize and build the final url :param url: The given url :type url: str :return: The final url :rtype: str """ normalize = normalize_url(url=url) final_url = "{url}/api".format(url=normalize) return final_url
18,518
def build_decoder( latent_dim: int, input_shape: Tuple, encoder_shape: Tuple, filters: List[int], kernels: List[Tuple[int, int]], strides: List[int] ) -> Model: """Return decoder model. Parameters ---------- latent_dim:int, Size of the latent vector. encoder_shape:Tu...
18,519
def execute_with_python_values(executable, arguments=(), backend=None): """Execute on one replica with Python values as arguments and output.""" backend = backend or get_local_backend() def put(arg): return Buffer.from_pyval( arg, device=executable.DeviceOrdinals()[0], backend=backend) arguments ...
18,520
def update_kubeproxy(token, ca, master_ip, api_port, hostname_override): """ Configure the kube-proxy :param token: the token to be in the kubeconfig :param ca: the ca :param master_ip: the master node IP :param api_port: the API server port :param hostname_override: the hostname override i...
18,521
def vm_create(ctx, name, uuid, vport_id, mac, ipaddress): """Create VM for a given ID""" params = {'name': name, 'UUID': uuid, 'interfaces': [{'VPortID': vport_id, 'MAC': mac, 'IPAddress': ipaddress}]} result = ctx.obj['...
18,522
def run_cmd(cmd, cwd=None): """ Runs the given command and return the output decoded as UTF-8. """ return subprocess.check_output(cmd, cwd=cwd, encoding="utf-8", errors="ignore")
18,523
def access_some_envs(): """ A simple function used to demonstrate accessing environment vars from within the contect of a virtual environment handled by Poetry """ my_env_var = os.environ.get("MY_ENV_VAR") print(my_env_var)
18,524
def _get_label_members(X, labels, cluster): """ Helper function to get samples of a specified cluster. Args: X (np.ndarray): ndarray with dimensions [n_samples, n_features] data to check validity of clustering labels (np.array): clustering assignments for data X cluster (...
18,525
def get_spectrum_by_close_values( mz: list, it: list, left_border: float, right_border: float, *, eps: float = 0.0 ) -> Tuple[list, list, int, int]: """int Function to get segment of spectrum by left and right border :param mz: m/z array :param it: it intensities :param l...
18,526
def speak(): """API call to have BiBli speak a phrase.""" subprocess.call("amixer sset Master 100%", shell=True) data = request.get_json() lang = data["lang"] if "lang" in data and len(data["lang"]) else "en" #espeak.set_parameter(espeak.Parameter.Rate, 165) #espeak.set_parameter(espeak.Paramete...
18,527
def refresh_wrapper(trynum, maxtries, *args, **kwargs): """A @retry argmod_func to refresh a Wrapper, which must be the first arg. When using @retry to decorate a method which modifies a Wrapper, a common cause of retry is etag mismatch. In this case, the retry should refresh the wrapper before attemp...
18,528
def compute_frames_per_animation( attacks_per_second: float, base_animation_length: int, speed_coefficient: float = 1.0, engine_tick_rate: int = 60, is_channeling: bool = False) -> int: """Calculates frames per animation needed to resolve a certain ability at attacks_pe...
18,529
def pad_rect(rect, move): """Returns padded rectangles given specified padding""" if rect['dx'] > 2: rect['x'] += move[0] rect['dx'] -= 1*move[0] if rect['dy'] > 2: rect['y'] += move[1] rect['dy'] -= 1*move[1] return rect
18,530
async def yes_no(ctx: commands.Context, message: str="Are you sure? Type **yes** within 10 seconds to confirm. o.o"): """Yes no helper. Ask a confirmation message with a timeout of 10 seconds. ctx - The context in which the question is being asked. message - Optional messsage that the ques...
18,531
def test_read_source_spaces(): """Test reading of source space meshes """ src = read_source_spaces(fname, add_geom=True) # 3D source space lh_points = src[0]['rr'] lh_faces = src[0]['tris'] lh_use_faces = src[0]['use_tris'] rh_points = src[1]['rr'] rh_faces = src[1]['tris'] rh_u...
18,532
def test_activity_history(api): """ Test that the FacebookAPI class can retrieve account activity history. """ activity_history = api.get_ad_activity_history( start_date=datetime.utcnow() - timedelta(days=7), end_date=datetime.utcnow() ) assert activity_history is not None
18,533
def __validation(size: int, it1: int, it2: int, it3: int, it4: int) -> bool: """ Проверка на корректность тура size: размер маршрута it1, it2, it3, it4: индексы городов: t1, t2i, t2i+1, t2i+2 return: корректен или нет """ return between(size, it1, it3, it4) and between(size, it4, it2, it1)
18,534
def get_type_associations(base_type, generic_base_type): # type: (t.Type[TType], t.Type[TValue]) -> t.List[t.Tuple[t.Type[TValue], t.Type[TType]]] """Create and return a list of tuples associating generic_base_type derived types with a corresponding base_type derived type.""" return [item for item in [(get_gen...
18,535
def df_to_asc(dfname, outname): """ :param outname: :param dfname: :return: """ dfname.to_csv(outname, sep='\t', encoding='utf-8', index=False)
18,536
def identify_empty_droplets(data, min_cells=3, **kw): """Detect empty droplets using DropletUtils """ import rpy2.robjects as robj from rpy2.robjects import default_converter from rpy2.robjects.packages import importr import anndata2ri from rpy2.robjects.conversion import localconverter ...
18,537
def catalog_category_RSS(category_id): """ Return an RSS feed containing all items in the specified category_id """ items = session.query(Item).filter_by( category_id=category_id).all() doc = jaxml.XML_document() doc.category(str(category_id)) for item in items: doc....
18,538
def get_caller_name(N=0, allow_genexpr=True): """ get the name of the function that called you Args: N (int): (defaults to 0) number of levels up in the stack allow_genexpr (bool): (default = True) Returns: str: a function name CommandLine: python -m utool.util_dbg...
18,539
def display_pos(output): """Render the `output` of a POS tagging model on the screen. This makes use of the excellent visualization tools in spaCy's dispaCy. """ tokens = output["words"] text = " ".join(tokens) tags = [tag.upper() for tag in output["tags"]] labels = [label.upper() for l...
18,540
def make_build_dir(prefix=""): """Creates a temporary folder with given prefix to be used as a build dir. Use this function instead of tempfile.mkdtemp to ensure any generated files will survive on the host after the FINN Docker container exits.""" try: inst_prefix = os.environ["FINN_INST_NAME"]...
18,541
def unblock_node_port_random(genesis_file: str, transactions: Union[str,int] = None, pause_before_synced_check: Union[str,int] = None, best_effort: bool = True, did: str = DEFAULT_CHAOS_DID, seed: str = DEFAULT_CHAOS_SEED, wallet_name: str = DEFAULT_CHAOS_WALLET_NAME, wallet_key: str = DEFAULT_CHAOS...
18,542
def main(): """Main method of Ansible module """ result = dict( changed=False, msg='', specs=[] ) module = AnsibleModule( argument_spec=yaml.safe_load(DOCUMENTATION)['options'], supports_check_mode=True, ) # Set payload defaults result['failed'] = ...
18,543
def create_user( *, db: Session = Depends(deps.get_db), user_in: schema_in.UserCreateIn, ) -> Any: """ Create new user. """ new_user = User(**{k: v for k, v in user_in.dict().items() if k != 'password'}) new_user.hashed_password = get_password_hash(user_in.password) new_use...
18,544
def number_format(interp, num_args, number, decimals=0, dec_point='.', thousands_sep=','): """Format a number with grouped thousands.""" if num_args == 3: return interp.space.w_False ino = int(number) dec = abs(number - ino) rest = "" if decimals == 0 and dec >= 0.5: ...
18,545
def _serialization_expr(value_expr: str, a_type: mapry.Type, py: mapry.Py) -> Optional[str]: """ Generate the expression of the serialization of the given value. If no serialization expression can be generated (e.g., in case of nested structures such as arrays and maps), None is...
18,546
def get_init_hash(): """ 获得一个初始、空哈希值 """ return imagehash.ImageHash(np.zeros([8, 8]).astype(bool))
18,547
def get_vertex_between_points(point1, point2, at_distance): """Returns vertex between point1 and point2 at a distance from point1. Args: point1: First vertex having tuple (x,y) co-ordinates. point2: Second vertex having tuple (x,y) co-ordinates. at_distance: A distance at which to locate...
18,548
def disable_cache(response: Response) -> Response: """Prevents cached responses""" response.headers["Cache-Control"] = "no-cache, no-store, must-revalidate, public, max-age=0" response.headers["Expires"] = 0 response.headers["Pragma"] = "no-cache" return response
18,549
def get_dir(src_point, rot_rad): """Rotate the point by `rot_rad` degree.""" sn, cs = np.sin(rot_rad), np.cos(rot_rad) src_result = [0, 0] src_result[0] = src_point[0] * cs - src_point[1] * sn src_result[1] = src_point[0] * sn + src_point[1] * cs return src_result
18,550
def sparse_gauss_seidel(A,b,maxiters=100,tol=1e-8): """Returns the solution to the system Ax = b using the Gauss-Seidel method. Inputs: A (array) - 2D scipy.sparse matrix b (array) - 1D NumPy array maxiters (int, optional) - maximum iterations for algorithm to perform. tol (floa...
18,551
def delete_user(user_id): """Delete user from Users database and their permissions from SurveyPermissions and ReportPermissions. :Route: /api/user/<int:user_id> :Methods: DELETE :Roles: s :param user_id: user id :return dict: {"delete": user_id} """ user = database.get_user(user_id...
18,552
def selectTopFive(sortedList): """ 从sortedList中选出前五,返回对应的名字与commit数量列成的列表 :param sortedList:按值从大到小进行排序的authorDict :return:size -- [commit数量] labels -- [名字] """ size = [] labels = [] for i in range(5): labels.append(sortedList[i][0]) size.append(sortedList[i][1...
18,553
def get_license(file): """Returns the license from the input file. """ # Collect the license lic = '' for line in file: if line.startswith('#include') or line.startswith('#ifndef'): break else: lic += line return lic
18,554
def quote_query_string(chars): """ Multibyte charactor string is quoted by double quote. Because english analyzer of Elasticsearch decomposes multibyte character strings with OR expression. e.g. 神保町 -> 神 OR 保 OR 町 "神保町"-> 神保町 """ if not isinstance(chars, unicode): chars = c...
18,555
def change_team(): """Change the value of the global variable team.""" # Use team in global scope global team # Change the value of team in global: team team = "justice league"
18,556
def run_generate_per_camera_videos(data_root: str, output_dir: str, num_workers: int) -> None: """Click entry point for ring camera .mp4 video generation.""" logging.basicConfig(stream=sys.stdout, level=logging.DEBUG) generate_per_camera_videos(data_root=Path(data_root), output_dir=Path(output_dir), num_wor...
18,557
def copy_params(params: ParamsDict) -> ParamsDict: """copy a parameter dictionary Args: params: the parameter dictionary to copy Returns: the copied parameter dictionary Note: this copy function works recursively on all subdictionaries of the params dictionary but does...
18,558
def ConvertRaster2LatLong(InputRasterFile,OutputRasterFile): """ Convert a raster to lat long WGS1984 EPSG:4326 coordinates for global plotting MDH """ # import modules import rasterio from rasterio.warp import reproject, calculate_default_transform as cdt, Resampling # read the sou...
18,559
def create_feature_from_school(train_df, test_df): """ Since schools generally play an important role in house hunting, let us create some variables around school. """ train_df["ratio_preschool"] = train_df["children_preschool"] / train_df["preschool_quota"].astype("float") test_df["ratio_presch...
18,560
def watch_list(request): """ Get watchlist or create a watchlist, or delete from watchlist :param request: :return: """ if request.method == 'GET': watchlist = WatchList.objects.filter(user=request.user) serializer = WatchListSerializer(watchlist, many=True) return Respon...
18,561
def write_coordinate_volumes(reference_filename, output_x_filename, output_y_filename, output_z_filename): """Write 3 coordinate volumes in the geometry of a reference volume.""" reference_header = read_reference_header(refer...
18,562
async def user_has_pl(api, room_id, mxid, pl=100): """ Determine if a user is admin in a given room. """ pls = await api.get_power_levels(room_id) users = pls["users"] user_pl = users.get(mxid, 0) return user_pl == pl
18,563
def ram_plot(df, ax, marker, markersize=None, markerfacecolor=None, color='None', linestyle='None', linewidth=None, mew=None): """The function was named after Ram Yazdi that helped to solve this challenge in a dark hour""" bars = df['topic'].unique() mapping_name_to_index = {name: index for ind...
18,564
def _set_read_options(request, eventual, transaction_id): """Validate rules for read options, and assign to the request. Helper method for ``lookup()`` and ``run_query``. :raises: :class:`ValueError` if ``eventual`` is ``True`` and the ``transaction_id`` is not ``None``. """ if eventu...
18,565
def get_cgi_parameter_bool_or_default(form: cgi.FieldStorage, key: str, default: bool = None) -> Optional[bool]: """ Extracts a boolean parameter from a CGI form (``"1"`` = ``True``, other string = ``False``, absent/zero-length stri...
18,566
def loss_function_1(y_true, y_pred): """ Probabilistic output loss """ a = tf.clip_by_value(y_pred, 1e-20, 1) b = tf.clip_by_value(tf.subtract(1.0, y_pred), 1e-20, 1) cross_entropy = - tf.multiply(y_true, tf.log(a)) - tf.multiply(tf.subtract(1.0, y_true), tf.log(b)) cross_entropy = tf.reduce_mean(cr...
18,567
def invert(seq: Sequence, axis_pitch=None) -> Iterator[Event]: """Invert the pitches about a given axis (mirror it upside down). If axis_pitch is not given, invert about the first pitch in the sequence. """ if axis_pitch is None: try: evt = next(seq.events) except StopIte...
18,568
def sanitize_for_json(tag): """eugh the tags text is in comment strings""" return tag.text.replace('<!--', '').replace('-->', '')
18,569
def load_data_and_labels(dataset_name): """ Loads MR polarity data from files, splits the data into words and generates labels. Returns split sentences and labels. """ for i in [1]: # Load data from files positive_examples = list(open('data/'+str(dataset_name)+'/'+str(dataset_name)+'...
18,570
def tileswrap(ihtORsize, numtilings, floats, wrapwidths, ints=[], readonly=False): """Returns num-tilings tile indices corresponding to the floats and ints, wrapping some floats""" qfloats = [floor(f * numtilings) for f in floats] Tiles = [] for tiling in range(numtilings): tilingX2 = tiling * 2...
18,571
def coerce(data, egdata): """Coerce a python object to another type using the AE coercers""" pdata = pack(data) pegdata = pack(egdata) pdata = pdata.AECoerceDesc(pegdata.type) return unpack(pdata)
18,572
def setup_logging(level): """Setups a basic logger for this app. Args: level (str): What the log level should be set to i.e. INFO. """ logging.basicConfig( stream=sys.stdout, level=level, format="%(asctime)s.%(msecs)03d %(levelname)s %(module)s: %(message)s", da...
18,573
def distorted_inputs(data_dir, batch_size, num_train_files, train_num_examples, boardsize, num_channels): """Construct distorted input for training using the Reader ops. Args: data_dir: Path to the data directory. batch_size: Number of images per batch. Returns: images: Images. 4D tensor...
18,574
def _write_mkaero1(model: Union[BDF, OP2Geom], name: str, mkaero1s: List[MKAERO1], ncards: int, op2_file, op2_ascii, endian: bytes, nastran_format: str='nx') -> int: """writes the MKAERO1 data = (1.3, -1, -1, -1, -1, -1, -1, -1, 0.03, 0.04, 0.05, -1, -1, -1, -1,...
18,575
def _mesh_obj_large(): """build a large, random mesh model/dataset""" n_tri, n_pts = 400, 1000 node = np.random.randn(n_pts, 2) element = np.array([np.random.permutation(n_pts)[:3] for _ in range(n_tri)]) perm = np.random.randn(n_tri) np.random.seed(0) el_pos = np.random.permutation(n_pts)[:...
18,576
def cursor(): """Return a database cursor.""" return util.get_dbconn("mesosite").cursor()
18,577
def custom_field_check(issue_in, attrib, name=None): """ This method allows the user to get in the comments customfiled that are not common to all the project, in case the customfiled does not existe the method returns an empty string. """ if hasattr(issue_in.fields, attrib): value = str(eva...
18,578
def validate_all_files(*yaml_files): """ Validate each YAML file """ for yaml_file in yaml_files: validate_regex_in_yaml_file(yaml_file)
18,579
def header(text, color='black', gen_text=None): """Create an HTML header""" if gen_text: raw_html = f'<h1 style="margin-top:16px;color: {color};font-size:54px"><center>' + str( text) + '<span style="color: red">' + str(gen_text) + '</center></h1>' else: raw_html = f'<h1 style="m...
18,580
def test_06() -> None: """ Runs OK """ run(SAMPLE2, 5)
18,581
def replace_dataset_targets(dataset, num_classes): """ Replaces dataset targets with random targets. These random targets are also broadcasted to other processes from the main process when using distributed training. :param dataset: dataset whose targets are to be replaced. :param num_classes: numbe...
18,582
def block_pose(detection, block_size=0.05): # type: (AprilTagDetection, float) -> PoseStamped """Given a tag detection (id == 0), return the block's pose. The block pose has the same orientation as the tag detection, but it's position is translated to be at the cube's center. Args: detectio...
18,583
async def batch_omim_similarity( data: models.POST_OMIM_Batch, method: str = 'graphic', combine: str = 'funSimAvg', kind: str = 'omim' ) -> dict: """ Similarity score between one HPOSet and several OMIM Diseases """ other_sets = [] for other in data.omim_diseases: try: ...
18,584
def test_pylint_libs(libfiles_parametrize): """ Run pylint on each lib """ command = "pylint --rcfile='{}' '{}'".format(os.path.join(pytest.sfauto_dir, "pylintrc"), libfiles_parametrize) process = subprocess.Popen(command, shell=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE, universal_newlines=True)...
18,585
def vector(*, unit: _Union[_cpp.Unit, str, None] = default_unit, value: _Union[_np.ndarray, list]): """Constructs a zero dimensional :class:`Variable` holding a single length-3 vector. :param value: Initial value, a list or 1-D numpy array. :param unit: Optional, unit. Default=di...
18,586
def read_lidar(filename, **kwargs): """Read a LAS file. Args: filename (str): Path to a LAS file. Returns: LasData: The LasData object return by laspy.read. """ try: import laspy except ImportError: print( "The laspy package is required for this func...
18,587
async def async_setup_entry( hass: HomeAssistantType, entry: ConfigEntry, async_add_entities: Callable[[List[Entity], bool], None], ) -> None: """Set up WLED sensor based on a config entry.""" wled: WLED = hass.data[DOMAIN][entry.entry_id][DATA_WLED_CLIENT] sensors = [ WLEDEstimatedCurr...
18,588
def get_gene_starting_with(gene_symbol: str, verbose: bool = True): """ get the genes that start with the symbol given Args: - gene_symbol: str - verbose: bool Returns: - list of str - None """ gene_symbol = gene_symbol.strip().upper() ext = "search/symbol/{}*".format(gene_sy...
18,589
def initialize_engine(ip, port, username, password, project_name): """Initializes the calm dsl engine""" set_server_details(ip, port, username, password, project_name) init_db() sync_cache() click.echo("\nHINT: To get started, follow the 3 steps below:") click.echo("1. Initialize an example bl...
18,590
def gen_timestamp(): """ Generates a unique (let's hope!), whole-number, unix-time timestamp. """ return int(time() * 1e6)
18,591
def learningCurve(X, y, Xval, yval, Lambda): """returns the train and cross validation set errors for a learning curve. In particular, it returns two vectors of the same length - error_train and error_val. Then, error_train(i) contains the training error for i examples (and similarly for error_val(i...
18,592
def decode_xml(text): """Parse an XML document into a dictionary. This assume that the document is only 1 level, i.e.: <top> <child1>content</child1> <child2>content</child2> </top> will be parsed as: child1=content, child2=content""" xmldoc = minidom.parseString(text) retur...
18,593
def _qcheminputfile(ccdata, templatefile, inpfile): """ Generate input file from geometry (list of lines) depending on job type :ccdata: ccData object :templatefile: templatefile - tells us which template file to use :inpfile: OUTPUT - expects a path/to/inputfile to write inpfile ""...
18,594
def arrangements(ns): """ prime factors of 19208 lead to the "tribonacci" dict; only needed up to trib(4) """ trib = {0: 1, 1: 1, 2: 2, 3: 4, 4: 7} count = 1 one_seq = 0 for n in ns: if n == 1: one_seq += 1 if n == 3: count *= trib[one_seq] one_seq = 0 return count # # one-liner... # return r...
18,595
def vtpnt(x, y, z=0): """坐标点转化为浮点数""" return win32com.client.VARIANT (pythoncom.VT_ARRAY | pythoncom.VT_R8, (x, y, z))
18,596
def get_time_delta(pre_date: datetime): """ 获取给定时间与当前时间的差值 Args: pre_date: Returns: """ date_delta = datetime.datetime.now() - pre_date return date_delta.days
18,597
def test_wfasnd_ndst_updatespl_1(plugin): """ workflow as a node workflow-node with one task, splitter for node added after add """ wfnd = Workflow(name="wfnd", input_spec=["x"]) wfnd.add(add2(name="add2", x=wfnd.lzin.x)) wfnd.set_output([("out", wfnd.add2.lzout.out)]) # TODO: wi...
18,598
def render_checkbox_list(soup_body: object) -> object: """As the chosen markdown processor does not support task lists (lists with checkboxes), this function post-processes a bs4 object created from outputted HTML, replacing instances of '[ ]' (or '[]') at the beginning of a list item with an unchecked box,...
18,599