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def _findCentralBond(mol, distmat): """ Helper function to identify the atoms of the most central bond. Arguments: - mol: the molecule of interest - distmat: distance matrix of the molecule Return: atom indices of the two most central atoms (in order) """ from numpy import std # ge...
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def check_python_version(program: str) -> None: """Report issues with the Python used to run mypy, dmypy, or stubgen""" # Check for known bad Python versions. if sys.version_info[:2] < (3, 5): sys.exit("Running {name} with Python 3.4 or lower is not supported; " "please upgrade to 3...
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def transform(data, transformer): """This hook defines how DataRobot will use the trained object from fit() to transform new data. DataRobot runs this hook when the task is used for scoring inside a blueprint. As an output, this hook is expected to return the transformed data. The input parameters are p...
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def fill_diagonal(a, val, wrap=False): """Fills the main diagonal of the given array of any dimensionality. For an array `a` with ``a.ndim > 2``, the diagonal is the list of locations with indices ``a[i, i, ..., i]`` all identical. This function modifies the input array in-place, it does not return a v...
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async def sign_params(params, certificate_file, private_key_file): """ Signs params adding client_secret key, containing signature based on `scope`, `timestamp`, `client_id` and `state` keys values. :param dict params: requests parameters :param str certificate_file: path to certificate file :pa...
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def sum_of_fourth_powers(matrix): """ :param matrix: (numpy.ndarray) A numpy array. :return: The fourth power of the four-norm of the matrix. In other words, the sum of the fourth power of all of its entries. """ squared_entries = matrix * matrix return np.sum(squared_entries * squared_e...
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def record_agreement_to_terms(user_id): """Records that the user has agreed to the license terms.""" user_settings = get_user_settings(user_id, strict=True) user_settings.last_agreed_to_terms = datetime.datetime.utcnow() _save_user_settings(user_settings)
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def key_in_direction(start: Key, direction: str, keypad: Keypad) -> Key: """ Return the value of the key in the given direction. """ row = next(r for r in keypad if start in r) x_pos = row.index(start) col = [c[x_pos] for c in keypad] y_pos = col.index(start) directions: Dict[str, Key] ...
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def plot_trajectory( df, plot_heading=False, position="head", invert_y_axis=True, title="Trajectory", ): """ :param df: Raw (or cropped) dataframe of body positions over time :param bool plot_heading: Plot direction of animal at each point :param str position: Plot position of 'head...
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def vectorize_args(nums): """ Decorator for vectorization of arguments of a function. The positions of the arguments are given in the tuple nums. See numpy.vectorize. """ def wrap(func): @wraps(func) def wrapped(*args, ** kwargs): args = list(args) for i,...
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def parse_lambda_config(x): """ Parse the configuration of lambda coefficient (for scheduling). x = "3" # lambda will be a constant equal to x x = "0:1,1000:0" # lambda will start from 1 and linearly decrease # to 0 during the first 1000 iterations ...
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def format_cols(colname, direction='in'): """Formats columns beween human-readable and pandorable Keyword arguments: real -- the real part (default 0.0) imag -- the imaginary part (default 0.0) """ if imag == 0.0 and real == 0.0: return complex_zero ... if direction == 'in': ...
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def convert_decimal_to_binary(number): """ Parameters ---------- number: int Returns ------- out: str >>> convert_decimal_to_binary(10) '1010' """ return bin(number)[2:]
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def fetch_tgz( dataname: str, urlname: str, subfolder: Optional[str] = None, data_home: Optional[str] = None, ) -> pathlib.Path: """Fetch tgz dataset. Fetch a tgz file from a given url, unzips and stores it in a given directory. Parameters ---------- dataname: string ...
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def evaluate_coco_PRC(model, dataset, coco, eval_type="bbox", limit=0, image_ids=None): """Runs official COCO evaluation. dataset: A Dataset object with valiadtion data eval_type: "bbox" or "segm" for bounding box or segmentation evaluation limit: if not 0, it's the number of images to use for evalu...
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def choisir_action(): """Choisir action de cryptage ou de décryptage Entree : - Sortie: True pour cryptage, False pour décryptage""" action_est_crypter = True action = input("Quelle est l'action, crypter ou décrypter ? \n<Entrée> pour crypter, autre touche pour decrypter, ou <Crtl> + Z ou X pour arréter.\n") ...
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def σ(u, p, μ): """Stress tensor of isotropic Newtonian fluid. σ = 2 μ (symm ∇)(u) - p I This method returns a UFL expression the whole stress tensor. If you want to plot, extract and interpolate or project what you need. For example, to plot the von Mises stress:: from dolfin import ...
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async def cycle(command: Command, switches: PowerSwitch, name: str, portnum: int): """cycle power to an Outlet""" command.info(text=f"Cycle port {name}...") for switch in switches: current_status = await switch.statusAsJson(name, portnum) if current_status: break # print(...
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def createDummyRoot(): """ Creates dummy root in labelDict for a hierarchy that is not rooted, i.e. one with multiple top level nodes. """ global labelDict root = {'parents':[], 'children':[]} for label in labelDict: if len(labelDict[label]['parents']) == 0: root['children'].append(l...
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def zk_delete_working_node(zk_client, server): """删除服务节点""" node_path, root_path = get_path_to_current_working_node(server) zk_client.ensure_path(root_path) result = zk_client.delete(node_path, ephemeral=True) return result
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def test_dimension_estimation(): """ Test the dimension selection procedures """ from numpy.random import randn k = 2 x = 10*np.dot(np.dot(randn(100,k),np.eye(k)),randn(k,10)) x += randn(100,10) ek = infer_latent_dim(x) print k, ek assert(k==ek)
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async def give_wc_roles(member: discord.Member, score: int): """ Updates the WC roles of a member based on their latest total score """ got_role: bool = False for min_score, role_id in common.ServerConstants.WC_ROLES: if score >= min_score and not got_role: # This is the role to ...
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def hesitations_difference(hesitations, signal_len, hesitations_mean, path): """Plot hesitations count comparison""" hesitations = hesitations.shape[0] / signal_len * 60 fig, ax = gauge(['Nízký', 'Normální', 'Vysoký'], ['C0', 'C2', 'C1'], value=hesitations, min_val=hesitations_mean[0] -...
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def construct_filters_from_2d(matrix, filter_starts, decomp_level): """ construct the filters in the proper shape for the DWT inverse forward step Parameters ---------- matrix filter_starts decomp_level Returns ------- """ exp = filter_starts[0] low = matrix[: exp ** 2...
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def minpoly(firstterms): """ Return the minimal polynomial having at most degree n of of the linearly recurrent sequence whose first 2n terms are given. """ field = ring.getRing(firstterms[0]) r_0 = uniutil.polynomial({len(firstterms):field.one}, field) r_1 = uniutil.polynomial(enumerate(rev...
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def scale_gradient(tensor, scale): """Scales the gradient for the backward pass.""" return tf.add(tensor * scale ,tf.stop_gradient(tensor) * (1 - scale))
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def get_cluster_assignments(args, model, dataset, groups): """ """ # pseudo-labels are confusing dataset.sub_classes = None # swith to eval mode model.eval() # this process deals only with a subset of the dataset local_nmb_data = len(dataset) // args.world_size indices = torch.aran...
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def foo(a, d=1): """ :param a: :param d: """ pass
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def t_rename_local_variables(the_ast, all_sites=False): """ Local variables get replaced by holes. """ changed = False candidates = [] for node in ast.walk(the_ast): if isinstance(node, ast.Name) and isinstance(node.ctx, ast.Store): if node.id not in [ c.id for c in candidate...
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def get_scale(notes: List[str]) -> int: """Convert a list of notes to a scale constant. # Args - *notes*: list of notes in the scale. This should be a list of string where each string is a note ABC notation. Sharps should be represented with a pound sign preceding the note e.g. '#A' and fl...
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def cam_keyboard(message): """Start cam selection keyboard""" keyboard = types.ReplyKeyboardMarkup(one_time_keyboard=True, row_width=1) keys = [types.KeyboardButton(k.upper()) for k in CAMS] keyboard.add(*keys) msg = bot.reply_to(message, 'Escolha uma câmera:', reply_markup=keyboard)
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def slurm_format_bytes_ceil(n): """ Format bytes as text. SLURM expects KiB, MiB or Gib, but names it KB, MB, GB. SLURM does not handle Bytes, only starts at KB. >>> slurm_format_bytes_ceil(1) '1K' >>> slurm_format_bytes_ceil(1234) '2K' >>> slurm_format_bytes_ceil(12345678) '13M' >...
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def factory_payment_account(corp_number: str = 'CP0001234', corp_type_code: str = 'CP', payment_system_code: str = 'PAYBC'): """Factory.""" return PaymentAccount( corp_number=corp_number, corp_type_code=corp_type_code, payment_system_code=payment_system_code, ...
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def p_l_species_input_geos(wd, ver='1.7', rm_multiple_tagged_rxs=False, debug=False): """ Extract prod/loss species (input.geos) and reaction tags (globchem.dat) Parameters ---------- wd (str): Specify the wd to get the results from a run. debug (boolean): legacy debug option, replaced by pytho...
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def foo(): """多参数函数的传参书写格式, 和类实例化的格式""" ret = foo_long(a=1, b=2, c=3, d=4, e=5, f=6, g=7, h=8) # 类实例化,传多个参数的格式 object_ = ClassName( a=1, b=2, c=3, d=4, e=5, f=6, g=7, h=8 ) return ret
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def posture_seq(directory,postures,sampling_fraction): """posture_seq grabs samples locomotion files from a directory and converts them to strings of posture_sequences Input: directory = the directory containing locomotion files postures = the mat file or numpy array of template postur...
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def membrane_diag(voxel_size=1, bound='dct2', dim=None, weights=None): """Diagonal of the membrane regulariser. If no weight map is provided, the diagonal of the membrane regulariser is a scaled identity with scale `2 * alpha`, where `alpha = vx.reciprocal().square().sum()` However, is a weight map...
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def openpty(mode=None, winsz=None, name=False): """openpty() -> (master_fd, slave_fd) Open a pty master/slave pair, using os.openpty() if possible.""" master_fd, slave_fd = os.openpty() if mode: tty.tcsetattr(slave_fd, tty.TCSAFLUSH, mode) if tty.HAVE_WINSZ and winsz: tty.tcsetwins...
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def get_groups(parsed, store, conf): """ Return groups based on argument provided :param Namespace parsed: arguments parsed :param store: Otter scaling group collection :param dict conf: config :return: Deferred fired with list of {"tenantId": .., "groupId": ..} dict """ log = mock_log...
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def get_content_details(site_code, release_uuid, content_type, content_key): """ get_content_details """ publisher_api = PublisherAPI() content_release = None try: if release_uuid: # get ContentRelease content_release = WSSPContentRelease.objects.get( si...
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def find_pgdb(root): """Find all the personal geodatabases below root""" for folder, _, file_names in os.walk(root): for file_name in file_names: if is_access_file(file_name): path = os.path.join(folder, file_name) print(path) if is_pgdb(file_n...
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def _czt(x, M=None, W=None, A=1.0): """Calculate CZT (Stripped down to the basics).""" # Unpack arguments N = len(x) if M is None: M = N if W is None: W = np.exp(-2j * np.pi / M) A = np.complex128(A) W = np.complex128(W) # CZT algorithm k = np.arange(max(M, N)) ...
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def measure_link_vsize(output_file, args): """ Execute |args|, and measure the maximum virtual memory usage of the process, printing it to stdout when finished. """ proc = subprocess.Popen(args) t = threading.Thread(target=measure_vsize_threadfunc, args=(proc, output_fil...
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def build_obs_act_forward_fc( n_out: int, depth: int, hidden: int, act_layer: Any, last_layer: Optional[Any] = None, ) -> hk.Transformed: """Build a simple fully-connected forward step that takes an observation & an action. Args: n_out (int): Number of outputs. depth (int): ...
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def backup_files(srcs, dests): """ Write each given file to a pool of destination directories. If the filename being written to the destination already exists there it is renamed with a timestamp before any file-writes take place. Args: srcs: List of src files dests: List of destina...
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def update_nested(key, d, other): """Update *d[key]* with the *other* dictionary preserving data. If *d* doesn't contain the *key*, it is updated with *{key: other}*. If *d* contains the *key*, *d[key]* is inserted into *other[key]* (so that it is not overriden). If *other* contains *key* (and poss...
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def quicksort(arr, low, high): """ Quicksort function uses the partition helper function. """ if low < high: pi = partition(arr, low, high) quicksort(arr, low, pi-1) quicksort(arr, pi+1, high) return arr
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def make_word_dict(): """read 'words.txt ' and create word list from it """ word_dict = dict() fin = open('words.txt') for line in fin: word = line.strip() word_dict[word] = '' return word_dict
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def voidobject(key_position: int, offset: int) -> HitObject: """ 引数から判定のないヒットオブジェクト(シングルノーツのみ)のHitObjectクラスを生成します 引数 ---- key_position : int -> キーポジション、1から入れる場合はkey_assetから参照したものを入れてください offset : int -> (配置する)オフセット値 戻り値 ------ HitObject -> 空ノーツのHitObjectクラス """ return HitObject(key_position, max_off...
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def visualize_gts( run_dir, dataset, inference_config, show_bbox=True, show_scores=False, show_class=True, ): """Visualizes gts.""" # Create subdirectory for gt visualizations vis_dir = os.path.join(run_dir, "gt_vis") utils.mkdir_if_missing(vis_dir) # Feed images one by one ...
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def mock_user_save(): """Функция-пустышка для эмуляции исключения во время записи пользователя.""" def user_save(*args, **kwargs): raise IntegrityError return user_save
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def system(command, ignore_status=False): """Run a command. """ out = system_output(command, ignore_status) if out: logging.debug(out)
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def index(): """首页""" banners = Banner.query_used() page = request.args.get("page", 1, type=int) # 指定的页码 per_page = current_app.config["MYZONE_ARTICLE_PER_PAGE"] # 每页的文章数 pagination = Article.query_order_by_createtime(page, per_page=per_page) # 创建分页器对象 articles = pagination.items # 从分页器中获取查询...
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async def test_legacy_config_entry_diagnostics( hass, hass_client, config_entry, setup_base_platform ): """Test config entry diagnostics for legacy integration doesn't fail.""" with patch("homeassistant.components.nest.legacy.Nest"): await setup_base_platform() assert await get_diagnostics_for...
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def create_temporal_vis(ldf, col): """ Creates and populates Vis objects for different timescales in the provided temporal column. Parameters ---------- ldf : lux.core.frame LuxDataFrame with underspecified intent. col : str Name of temporal column. Returns ----...
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def load(inputs): """load(inputs) -> data Loads the contents of a file, an iterable of files, or an iterable of :py:class:`bob.io.base.File`'s into a :py:class:`numpy.ndarray`. **Parameters:** ``inputs`` : various types This might represent several different entities: 1. The name of a file (full ...
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def num_neighbours(skel) -> np.ndarray: """Computes the number of neighbours of each skeleton pixel. Parameters ---------- skel : (H, W) array_like Input skeleton image. Returns ------- (H, W) array_like Array containing the numbers of neighbours at each skeleton pixel and ...
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def test_e(): """ put and rename :return: """ c2 = LRUCache(10000) c2.cache_object("X", 50, 10) for x in [100, 200, 300, 400, 500, 600, 700]: c2.cache_object('a_%r' % x, x, x) assert(c2.check_sanity()) # now get, remove and reput x c2.get_cached("X", 800) assert(...
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def FakeSubject(n=300, conc=0.1, num_reads=400, prevalences=None): """Makes a fake Subject. If prevalences is provided, n and conc are ignored. n: number of species conc: concentration parameter num_reads: number of reads prevalences: numpy array of prevalences (overrides n and conc) "...
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async def add(gc: GroupControl, slaves): """Add speakers to group.""" click.echo("Adding to existing group: %s" % slaves) click.echo(await gc.add(slaves))
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def build_results_candidate_people(): """ Return DataFrame containing results, candidates, and people joined """ people = pd.read_csv('data/people.csv') candidates = pd.read_csv('data/candidates.csv') results = pd.read_csv('data/results.csv') results_candidates = pd.merge( results ...
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def div(lhs: Value, rhs: Value) -> Value: """ Divides `lhs` by `rhs`. """ return lhs.run() // rhs.run()
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def test_max(n, result): """Test max for some value of n.""" from src.max_min import max_cw assert max_cw(n) == result
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def get_seat_total_per_area(party_id: PartyID) -> dict[AreaID, int]: """Return the number of seats per area for that party.""" area_ids_and_seat_counts = db.session \ .query( DbArea.id, db.func.count(DbSeat.id) ) \ .filter_by(party_id=party_id) \ .outerjoi...
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def toCamelCase(string: str): """ Converts a string to camel case Parameters ---------- string: str The string to convert """ string = str(string) if string.isupper(): return string split = string.split("_") # split by underscore final_split = [] for...
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def sync_command(args: argparse.Namespace): """ Copy all files for `submission-id` from `deployment` to `dst-deployment`. """ src = Staging[args.deployment].ssds dst = Staging[args.dst_deployment].ssds for _ in ssds.sync(args.submission_id, src, dst): pass
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def reject(): """ Respond with red. """ api.respond(color = _colors.fail)
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def aggregate_testsuite(testsuite): """ Compute aggregate results for a single test suite (ElemTree node) :param testsuite: ElemTree XML node for a testsuite :return: AggregateResult """ if testsuite is None: return None tests = int(testsuite.attrib.get('tests') or 0) failures = int...
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def _print_message(message, file=None): """ """ if message: if file is None: file = sys.stdout file.write(message)
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def test_corner_case(): """tricky corner case where some variable may have a name attribute """ class Person: name = "hello" p = Person() with pytest.raises(TypeError): manifest = Manifest(p)
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def rowwidth(view, row): """Returns the number of characters of ``row`` in ``view``. """ return view.rowcol(view.line(view.text_point(row, 0)).end())[1]
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def patch_broken_pipe_error(): """ Monkey patch BaseServer.handle_error to not write a stack trace to stderr on broken pipe: <http://stackoverflow.com/a/22618740/362702> """ import sys try: from SocketServer import BaseServer except: from socketserver import BaseServer fr...
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def dry_query(event, *args): """Handles running a dry query Args: url: dry_query?page&page_length&review_id body: search: search dict <wrapper/input_format.py> Returns: { <wrapper/output_format.py> } """ # try: body = json.loads(event["bo...
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def fixed_prior_to_measurements(coords, priors): """ Convert the fixed exchange and met conc priors to measurements. """ fixed_exchange = get_name_ordered_overlap(coords, "reaction_ind", ["exchange", "fixed_x_names"]) fixed_met_conc = get_name_ordered_overlap(coords, "metabolite_ind", ["metabolite",...
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def get_batch_size(): """Returns the batch size tensor.""" return get_global_variable(GraphKeys.BATCH_SIZE)
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def get_dataloader(config: ExperimentConfig, tfms: Tuple[List, List] = None): """ get the dataloaders for training/validation """ if config.dim > 1: # get data augmentation if not defined train_tfms, valid_tfms = get_data_augmentation(config) if tfms is None else tfms # check number of ...
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def retournerTas(x,numéro): """ retournerTas(x,numéro) retourne la partie du tas x qui commence à l'indice numéro """ tasDuBas = x[:numéro] tasDuHaut = x[numéro:] tasDuHaut.reverse() result = tasDuBas + tasDuHaut # print(result) return result
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def AddReplaceCustomAdvertisementArgs(parser, resource_str): """Adds common arguments for replacing custom advertisements.""" parser.add_argument( '--advertisement-mode', choices=_MODE_CHOICES, type=lambda mode: mode.upper(), metavar='MODE', help="""The new advertisement mode for this...
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def path_complete(self, text, line, begidx, endidx): """ Path completition function used in various places for tab completion when using cmd """ arg = line.split()[1:] # this is a workaround to get default extension into the completion function # may (hopefully) gets replaced. try: ...
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def test_config_attributes_with_cli_args(config_with_cli_args): """Asserts that the class attributes of a config.Config object are of the expected value/type after object initialization, taking into account command line arguments, which take precedence over config arguments. """ # check that we get ...
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def test(): """Terraform: Up & Running - Why Terraform - Web Server""" import terrascript import terrascript.provider import terrascript.resource USER_DATA = "#!/bin/bash\nsudo service apache2 start" config = terrascript.Terrascript() config += terrascript.provider.aws(region="us-east-2",...
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def test_find_maxima(): """ Not yet a test, Just a cool demo (FYI the maximum of the function is 10, so the printed value should be around -10) :return: """ er = ExperimentRunner([blueprint.MaximaKnowledgeDiscovery], log=True) er.run()
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def nback(n, k, length): """Random n-back targets given n, number of digits k and sequence length""" Xi = random_state.randint(k, size=length) yi = np.zeros(length, dtype=int) for t in range(n, length): yi[t] = (Xi[t - n] == Xi[t]) return Xi, yi
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def makeStateVector(sys, start_time=0): """ Constructs the initial state vector recursively. Parameters ---------- sys: inherits from control.InputOutputSystem start_time: float Returns ------- list """ x_lst = [] if "InterconnectedSystem" in str(type(sys)): for...
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def test_create_OK(mock_category, mock_send, mock_exists): """Create and update object.""" vf = Vf() vsp = Vsp() vendor = Vendor() vsp._identifier = "1232" vf.vsp = vsp vsp.vendor = vendor vsp._csar_uuid = "1234" expected_data = '{\n "artifacts": {},\n "attributes": [],\n "c...
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def make_random_tensors(spec_structure, batch_size = 2): """Create random inputs for tensor_spec (for unit testing). Args: spec_structure: A dict, (named)tuple, list or a hierarchy thereof filled by TensorSpecs(subclasses). batch_size: If None, we will have a flexible shape (None,) + shape. If <= 0 ...
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def simulate(robot, task, opt_seed, thread_count, episode_count=1): """Run trajectory optimization for the robot on the given task, and return the resulting input sequence and result.""" robot_init_pos, has_self_collision = presimulate(robot) if has_self_collision: return None, None ...
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def config_worker(): """ Enable worker functionality for AIO system. :return: True if worker-config-complete is executed """ if utils.get_system_type() == si_const.TIS_AIO_BUILD: console_log("Applying worker manifests for {}. " "Node will reboot on completion." ...
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def generate_coverage_page(results, page_name): """Generate the code coverage HTML page with measured content.""" template = Template(filename="template/{template}".format(template=page_name)) generated_page = template.render(**results.__dict__) with open(page_name, "w") as fout: fout.write(gene...
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def test_gen_loremipsum_1(): """Create a complete lorem ipsum string.""" result = gen_iplum() assert result == LOREM_IPSUM_TEXT assert result.startswith('Lorem ipsum')
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def convert_dict_to_df(dict_data: dict): """ This method is used to convert dictionary data to pandas data frame :param dict_data: :return: """ # create df using dict dict_data_df = pd.DataFrame.from_dict([dict_data]) # return the converted df return dict_data_df
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def sec2msec(sec): """Convert `sec` to milliseconds.""" return int(sec * 1000)
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async def _request(session:aiohttp.ClientSession, url:str, headers:dict[str,str]) -> str: """ 获取单一url的愿望单页面 """ async with session.get(url=url, headers=headers, proxy=PROXY) as resp: try: text = await resp.text() except Exception as err: text = "" logg...
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def get_pretrained_i2v(name, model_dir=MODEL_DIR): """ Parameters ---------- name model_dir Returns ------- i2v model: I2V """ if name not in MODELS: raise KeyError( "Unknown model name %s, use one of the provided models: %s" % (name, ", ".join(MODELS.keys(...
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def object_get_HostChilds(obj): """Return List of Objects that have set Host(s) to this object.""" # source: # FreeCAD/src/Mod/Arch/ArchComponent.py # https://github.com/FreeCAD/FreeCAD/blob/master/src/Mod/Arch/ArchComponent.py#L1109 # def getHosts(self,obj) hosts = [] for link in obj.InLis...
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def authorize_access(cache_id, token_id): """ Given a cache ID and token ID, authorize that the token has permission to access the cache. Raises: - caching_service.exceptions.UnauthorizedAccess if it is unauthorized. - exceptions.MissingCache if the cache ID does not exist. """ meta...
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def remove_entrance_exam_milestone_reference(request, course_key): """ Remove content reference for entrance exam. """ course_children = modulestore().get_items( course_key, qualifiers={'category': 'chapter'} ) for course_child in course_children: if course_child.is_entra...
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def add_xray_lines(outfil, infil=None, stop=True): """ Pre-pend X-ray lines (as necessary) Parameters ---------- outfil : str Output file. infil : str, optional Starting file. Should use latest llist_vX.X.ascii """ if infil is None: fils = glob.glob(lt_path+'/lists/sets...
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def collate_fn(batch): """ Collate function for combining Hdf5Dataset returns :param batch: list List of items in a batch :return: tuple Tuple of items to return """ # batch is a list of items numEntries = []; allTensors = []; allLabels = []; for item in batch:...
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def baseNgenerator(base=10, keylength=5, step=1): """Generate keys of base <base> and length <keylength>""" assert int(base) <= BASE assert int(keylength) > 0 while 1: yield to_base(random.randrange(base**(keylength-1), base**keylength), base)
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