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def find_files(regex, topdir=curdir, exclude=None, exclude_vcs=True, exclude_reproman=False, dirs=False): """Generator to find files matching regex Parameters ---------- regex: basestring exclude: basestring, optional Matches to exclude exclude_vcs: If True, excludes commonly known ...
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def load_labels_map(labels_map_path): """Loads the labels map from the given path. The labels mmap must be in the following plain text format:: 1:label1 2:label2 3:label3 ... The indexes are irrelevant to this function, they can be in any order and can start from zero,...
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def get_user(email): """ Return a user object by email lookup """ model = get_user_model() return model.objects.get(email=email)
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def generate_pruned_random_no_correlations_dataset(n_token, n_docs, n_subjects, min_samples): """Generate random data without any subject correlations, but with minimum samples per subject.""" dataset = generate_random_dataset(n_token, n_docs, n_subjects) return filter_subjects_with_insufficient_samples(dat...
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async def m_aggregate(table, pipeline, **kwargs): """ aggregate """ db, kwargs = get_motor(**kwargs) plan = await db.command(SON([("aggregate", table), ("pipeline", pipeline)])) return plan
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def chatter_bot() -> None: """Initiates chatter bot.""" file1 = 'db.sqlite3' file2 = f"/Users/{os.environ.get('USER')}/nltk_data" if os.path.isfile(file1) and os.path.isdir(file2): bot = ChatBot("Chatterbot", storage_adapter="chatterbot.storage.SQLStorageAdapter") else: speaker.say('...
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def test_ping_with_key(server, test_user): """ Tracking server can query by tracking key """ # Create fake ping message ping_id = 42 message = struct.pack('!IHHQHHI', _server.MAGIC, 0, _server.TYPE_PING, test_user.tracking_key, ping_id, 0, 0) message = set_crc(message) ...
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def neurons_values(lstm_layer: md.ml.nn.layers.LSTMLayer, data: List[float], ppty_name: str) -> List[np.ndarray]: """ Get the activation values for a LSTM layer Args: lstm_layer: LSTM layer data: data to process ppty_name: the type of values to get Returns: List where each position is the activation value fo...
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def band_stop_filter(signal, Fs, Fc=60): """ This function filters out frequencies close to a desired cutoff Fc (in Hz). The default Fc is 60 Hz as that is most common for unwanted noise :param list signal: input signal :param int Fs: sampling frequency in Hz :param int Fc: cutoff frequency in ...
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def bbox_to_integer_coords(t, l, b, r, image_h, image_w): """ t, l, b, r: float Bbox coordinates in a space where image takes [0; 1] x [0; 1]. image_h, image_w: int return: t, l, b, r int Bbox coordinates in given image's pixel spa...
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def download_gdocs( g_ids: Dict[str, str], format: str = "docx", dir_path: str = "_word", chunk_size: int = 8192, ): """ Downloads specified google docs into /_word as .docx files Args: urls (dict): A dict of doc_name, url key value pairs of e.g. "my post": "1d1N-2...
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def load_config(args): """Tries to load the configuration file or throws ExitWithError.""" config = ConfigManager(DEFAULT_CONFIG) config_dir = home_dir.get() try: if args.config_file is not None: filename_override = os.path.abspath(args.config_file) else: filename...
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def circular_layout(G, scale=1, center=None, dim=2): # dim=2 only """Position nodes on a circle. Parameters ---------- G : NetworkX graph or list of nodes A position will be assigned to every node in G. scale : number (default: 1) Scale factor for positions. center : array...
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def plot_marginal_lune(filename, ds, var, **kwargs): """ Plots maximum likelihood values on eigenvalue lune (requires GMT) .. rubric :: Required input arguments ``filename`` (`str`): Name of output image file ``ds`` (`DataArray` or `DataFrame`): Data structure containing moment tensors and co...
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def sdp_sub(f, g, u, O, K): """Subtract distributed polynomials in `K[X]`. """ h = dict(f) for monom, c in g: if h.has_key(monom): coeff = h[monom] - c if not coeff: del h[monom] else: h[monom] = coeff else: h[...
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def create_meeting(): """ При GET запросе возвращает страницу для создания встречи. При POST запросе, в случае успешной валидации сохраняет новую встречу в БД. """ title = 'Создание встречи' meeting_form = MeetingForm(request.form) with db_session() as session: meet_data = GameMe...
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def correlation_ratio(col1: ndarray, col2: ndarray) -> float: """Returns the correlation ratio for col1 and col2. Used for categorical - numerical variable pairs. Args: col1 (ndarray): A categorical column with no null values col2 (ndarray): A numerical column with no null values""" uni...
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def test_fake_cmdline_user(fake_user): """ """ game = Game(initial=ASCII_START_BOARD) game.user.set_moves(['b2 e4']) assert game.get_move() == ((1, 1), (4, 3))
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def read_txt_tensor(filePath): """ read tensor data from text file. Parameters ---------- filePath : str the path of file Returns ------- tensor three-way numpy array """ tensor = pd.read_csv(filePath, header=0, names= ["v1", "v2", "v3", "v4"]) rowIndices ...
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def train_sequence_model(data: Tuple[Any, Any], output_dir: str, embedding_dim: int = 200, dropout_rate: float = 0.2, filters: int = 3, kernel_size: int = 3, pool_size: int = 3, num_classes: int = 3, learning_rate: float = 1e-3, epochs: int = 1000, batch_size: int = 128...
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def execute(*args, **kwargs): # type: (*Any, **Any) -> psutil.Popen """A thin wrapper around 'psutil.Popen'""" if is_unix: # Call os.setpgrp to make sure the process starts in a new group orig = kwargs.get('preexec_fn', None) def wrapper(): os.setpgrp() if or...
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def get_pose3_vector(num_poses: int) -> Pose3Vector: """Generate camera poses for use in triangulation tests""" # Looking along X-axis, 1 meter above ground plane (x-y) upright = Rot3.Ypr(-np.pi / 2, 0.0, -np.pi / 2) pose1 = Pose3(upright, Point3(0, 0, 1)) # create second camera 1 meter to the rig...
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def test_read_storage_stats(input_filename): """Parses up to the STORAGE section.""" target_file = open(input_filename) test_dmi = parse_dmidecode.read_dmidecode(target_file) test_os = parse_operating_system.read_operating_system(target_file) test_cpu_stats = parse_cpu.read_cpu_stats(target_file) ...
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def execute_request_with_global_keys(operation, url, **kwargs): """execute_request_with_global_keys helper function which takes a global CP4S API Key and Secret rather than one derived from cases. These API keys use different authentication methods and API calls using this client will be slightly ...
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def from_datestring(datestring): """Parse an arbitrary datestring and return a datetime object using dateutils' parser. """ if dateutil_available: return parser.parse(datestring) else: raise RuntimeError('from_datestring requires the python-dateutil library')
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def clean_word(word): """Clean the word. Parameters ---------- word : str Returns ------- str """ new_word = (word .replace('(', '') .replace(')', '') .replace(':', '') .replace(';', '') .replace('+', '...
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def set_interrupt_handler(interrupt_signal=DEFAULT_SIGNAL): """ Set up an interrupt handler, to activate PuDB when Python receives the signal `interrupt_signal`. By default it is SIGINT (i.e., Ctrl-c). To use a different signal, pass it as the argument to this function, like `set_interrupt_handler...
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def test_applies_to_this_folder_files(test_dir): """ #60103 """ result = win_dacl.set_permissions( obj_name=test_dir, principal="Backup Operators", permissions="full_control", access_mode="grant", applies_to="this_folder_files", obj_type="file", re...
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def CorrMatrix_2700ns(uvd, HHfiles, difffiles, flagfile, JD, N_threads=12): """ Plots a matrix representing the 2700ns feature correlation of each baseline. Parameters: ---------- uvd: UVData Object Sample observation from the desired night, used for getting antenna information. HHfiles...
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def register_logger(app): """ Usage: from flask import current_app current_app.logger.info(...) current_app.logger.debug(...) ... current_app.logger.error(...) """ import logging from logging.handlers import RotatingFileHandler rfh = RotatingFileHandler('%s/logs/proj.log' % app.config.g...
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def setup_next_command(): """Gets the next command from the command queue and sets up the state machine""" global act_st if(len(cmd.cmdlist) > 0): command = cmd.cmdlist.popleft() # print("Next command: " + repr(command)) if(command == Cmd.GO_STRAIGHT): act_st = States.FOR...
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def getAdminData(self, **params): """ Deliver admin content of module maps (ajax) :return: rendered template as string or json dict """ if request.args.get('action') == 'checkpath': if os.path.exists(request.args.get('path')): return '1' return '0' elif request.args...
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def get_attrib_recursive(element, *attribs): """Find the first attribute in attribs in element or its closest ancestor that has any of the attributes in attribs. Usage examples: get_attrib_recursive(el, "fallback-langs") get_attrib_recursive(el, "xml:lang", "lang") Args: elemen...
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def _antisymmetricity_score(v_1: float, v_2: float, coef_lambda: float): """ degree of the anti-symmetry between two values. z = exp(-\lambda*d(v_1,v_2)) d(v_1,v_2) = |v_1 + v_2| :param v_1: a value :param v_2: another value :param lambda: exponential decay parameter. :return: z """ ...
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def find_extra_inferred_properties(spec_dict: dict) -> list: """Finds if there are any inferred properties which are used. Args: spec_dict: Dict obj containing configurations for the import. Returns: List of properties that appear in inferredSpec but are not part of 'pvs' section. """ re...
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def change_existing_ccx_coaches_to_staff(apps, schema_editor): """ Modify all coaches of CCX courses so that they have the staff role on the CCX course they coach, but retain the CCX Coach role on the parent course. Arguments: apps (Applications): Apps in edX platform. schema_editor (Sc...
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def _setupSession(): """ Link the user keyring into the session keyring. pam_keyinit.so normally does this by default, but do it again in case someone made a new session or the session was revoked. We want to add keys to the user keyring so that they are reachable across sessions, and continue ...
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def signup(driver, Users, ISAAC_WEB, WAIT_DUR, **kwargs): """Test whether users can sign up to Isaac using an email address. - 'driver' should be a Selenium WebDriver. - 'Users' must be a TestUsers object. - 'ISAAC_WEB' is the string URL of the Isaac website to be tested. - 'WAIT_DU...
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def show_progress(progress: int) -> None: """ Simple progess counter. """ sys.stderr.write(f'\r{progress} processed...\r') sys.stderr.flush()
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def collate(data, tokenizer, block_size, device): """ Collate formats the data passed to the data loader. In particular we tokenize the data batch after batch to avoid keeping them all in memory. We output the data as a namedtuple to fit the original BertAbs's API. """ data = [x for x in data if...
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def setup_boundary_conditions(domain, project): """ Edit this if new types of boundary conditions need to be supported """ # Dict to hold { boundary_tag: boundary_condition_function } boundary_tags_and_conditions = {} for i in range(len(project.boundary_data)): bd = project.boundary_da...
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def _read_json(nc): """ This is easily the laziest piece of code in this library. In the future, I want to modify this to be a simple CFG parser to identify valid JSON, but in the meantime, performance wasn't my priority, and this gets the job done. """ json_str = '' last_char = '' whil...
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def zeroDistanceByFit(analysis, axis='y', useTrap='pm'): """ Find the trap distance at which the beads touch and use this as an offset to calculate the extension. Args: analysis (:class:`.TweezersAnalysis`): analysis file to check axis (str): axis on which to do the correction, either 'y' (...
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def log_file_path(): """ Provides the path where tor's log file resides, if one exists. :returns: **str** with the absolute path of tor log file, or **None** if one doesn't exist """ controller = tor_controller() for log_entry in controller.get_conf('Log', [], True): entry_comp = lo...
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def topics(request): """显示所有的主题""" topics = Topic.objects.order_by('date_added') context = {'topics': topics} return render(request, 'learning_logs/topics.html', context)
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def parse_styles(node, source): """Return the Styles represented by node.""" styles = [] for style_type, value in node.items(): if style_type == 'opacity': amount = value opacity = Opacity(amount) styles.append(opacity) elif style_type == 'fill': ...
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def moveYaxis(board, way): """ Function used to move in list on y axis a.k.a. vertical axis. """ if(way == "up"): new_board = turn(sanitizey(board, "up")) for i in range(len(new_board)): for j in range(len(new_board)): if(new_board[i][j] in powers_of_two and...
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def calculate_idf(list_books): """ IDF = ln((total_numbers of docs)/(number of docs in which the word is present)) :param list_books: list of the all the books :return: IDF of all the books """ total_documents = len(list_books) # total number of documents master_map = {} for book in li...
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def _PreprocessComponentCond( cnxn, cond, project_ids, services, harmonized_config): """Preprocess a component= or component:name cond into component_id=IDs.""" exact = _IsEqualityOp(cond.op) component_ids = [] if project_ids: # We are searching within specific projects, so harmonized_config # holds...
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def attention_layer(input_tensor, attention_mask, num_attention_heads, size_per_head, query_act, key_act, value_act, attention_dropout_prob, initializer_range, ...
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def _GetAssetName(args): """Prepares asset relative path using organization and asset.""" resource_pattern = re.compile("organizations/[0-9]+/assets/[0-9]+") id_pattern = re.compile("[0-9]+") assert resource_pattern.match(args.asset) or id_pattern.match(args.asset), ( "Asset must match either organization...
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def main(argv=None): """Entry point""" parser = argparse.ArgumentParser( description="Test matplotlib's plot3d with a flowing data feed") parser.add_argument( '-a', '--animate', dest='method', action='store_const', const=METHOD_ANIMATE, help="use matplotlib.animation method")...
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def start(): """ Starts the Web Server at TCP 5000 :returns: When the server has finished; either normally or abnormally :raises: any internal exception """ app.run(host=ListenIp,port=TCPport, debug=False)
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def tweet(text): """tweet""" auth = tweepy.OAuthHandler(CK, CS) auth.set_access_token(AT, AS) api = tweepy.API(auth) api.update_status(text)
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def get_antithetic_slices(shape: tp.Sequence[int], antithetic_dimension: int) \ -> tp.Tuple[slice, ...]: """ This function generates a tuple of slices to index the original array of random numbers to take either half or one less than half of the the original random numb...
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def unquote(string, charset="utf-8"): """Unquote and normalize unicode string. Params: string : string to be unquoted charset : string : optional : output encoding Returns: string : an unquoted and normalized string """ string = unquote_orig(string) string = force_unic...
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def calculate_panelist_losing_streaks(panelists: List[Dict], database_connection: mysql.connector.connect): """Retrieve panelist stats and calculate their losing streaks""" losing_streaks = [] for panelist in panelists: longest_losing_streak = 0 longes...
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def unaccept_application(application): """ Deletes the Talk or Workshop created from this PaperApplication. (idempotent) """ if application.has_instance: application.instance.delete()
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def find_corresponding_basins(pfaf_id_level6,gdf_level7): """ Using a pfaf_id from level 6, find all hydrobasins in level 7 that make up the hydrobasin level 6 polygon. """ pfaf_id_level7_min = pfaf_id_level6*10 pfaf_id_level7_max = pfaf_id_level7_min + 9 gdf_level7_selection = gd...
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def import_models(): """Auto import all classes. Note that this will load all classes, not just model classes. It also does not support nested packages. """ this_module = sys.modules[__name__] LOG = logging.getLogger(this_module.__name__) for loader, module_name, is_pkg in pkgutil.iter_modules( ...
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def repack_ooxml(sourcename, destname): """Repak a MS Office file.""" with UnpackedZip(sourcename) as tempdir: basename, ext = osp.splitext(sourcename) path_media = osp.join(tempdir, OOXML_MEDIA[ext]) # compress png media args = [UTIL_EXE.get('optipng', None)] if args[0]...
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def plotFit(data, fit, is_plot=True): """ Plots observed vs. fit :param array.float data: :param array.float fit: """ plt.scatter(data, fit) plt.xlabel("Observed") plt.ylabel("Fitted") line_x = [data[0], data[-1]] line_y = [fit[0], fit[-1]] plt.plot(line_x, line_y, 'r') if is_plot: plt.show(...
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def downsize_storm_images( storm_image_matrix, radar_field_name, num_rows_to_keep=None, num_columns_to_keep=None): """Downsizes storm-centered radar images. :param storm_image_matrix: See doc for `_check_storm_images`. :param radar_field_name: Same. :param num_rows_to_keep: Number of ro...
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def uninitializePlugin(obj): """Remove and uninstall plugin.""" print("Removing Azure Batch plug-in") plugin = MFnPlugin(obj) plugin.deregisterCommand(cmd_name) try: mel.eval('deleteShelfTab %s' % "AzureBatch") except: print("Couldn't delete shelf") global fMayaExitingCB ...
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def apply_tile_blur(tile, circle_blur): """ Blur the classification tile by radial distance from robot. (Less confident in pixels "further" away) Inputs: tile: Classification tile (nparray 3 chan RGB) circle_blur: "kernel" tile of same shape, with circular gradient (1 in center, fades...
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def test_version_cmp_python(): """ Test package version if falling back to python :return: """ mock_log = MagicMock() patch_rpm = patch("salt.modules.rpm_lowpkg.HAS_RPM", False) patch_rpmutils = patch("salt.modules.rpm_lowpkg.HAS_RPMUTILS", False) mock_version_cmp = MagicMock(return_val...
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def gen_fits(args): """ Helper function for generating FITs integrations from a slope image """ from .simul.ngNRC import slope_to_ramp # Must call np.random.seed() for multiprocessing, otherwise # random numbers for parallel processes start in the same seed state! np.random.seed() try:...
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def gaussian_kernel(y,sigma=7): """ gaussian_kernel: Gaussian filter. Arguments: y (numpy array): input 2D map. sigma (float) (default=7): effective length of Gaussian smoothing. -------- Returns: kerneled image. """ return gaussian_filter(y, sigma)
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def get_vid_info_list(mode, img_path, keypoints_path, imgnums_txtfile, i, k=None): """ General function to create vid_info_list for all meta-learning datasets """ vids = glob.glob(keypoints_path + 'keypoints_*') n_vids = len(vids) vid_info_list = [] if mode == ModelMode.train: for i in range(1, n_vids...
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def set_globals(lo_par, hi_par): """ Helper function setting the global variables values. Computes the number to be guessed and sets the maximal numbers of guesses for given lo_par : hi_par parameters, which in turn sets the global range variables: hi and lo . """ global secret_number ...
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def header(buffer: bytes, offset: int = 0) -> Tuple[bytes, str, List[int], int]: """ Unpack a Starbound header structure from the buffer at a given offset. :param buffer: buffer to read :param offset: offset in buffer :return: Starbound header """ save_format = buffer[offset:offset + 6] ...
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def create_setting_analyzer_ranking( optimizer_path, mode="final", metric="valid_accuracies" ): """Reads in all settings in ``optimizer_path`` and sets up a ranking by returning an ordered list of SettingAnalyzers. Args: optimizer_path (str): The path to the optimizer to analyse. mode (str):...
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async def async_setup_entry(opp, entry): """Set up a smarttub config entry.""" controller = SmartTubController(opp) opp.data.setdefault(DOMAIN, {}) opp.data[DOMAIN][entry.entry_id] = { SMARTTUB_CONTROLLER: controller, } if not await controller.async_setup_entry(entry): return F...
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def merge_dicts(idx, *args): """ Merges lists of dictionaries, by adding each other the values of corresponding dictionaries `args` can contain `None` values (except for the first one); in such case, that argument will be skipped; this is useful if a dataset contains annotations not for all the...
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def send(signal, sender=dispatcher.Anonymous, *args, **kwargs): """ Sends a signal, causing connected handlers to be invoked. Parameters: :signal: Signal to be sent. This must be an instance of :class:`wa.core.signal.Signal` or its subclasses. :sender: The sender of the si...
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def fp_fn_eval(query_features: torch.Tensor, query_labels: torch.LongTensor, ks: List[int], gallery_features: Optional[torch.Tensor] = None, gallery_labels: Optional[torch.Tensor] = None, cosine: bool = False, threshol...
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def backupFromGoogleSheet(fileUri): """Reads google spreadsheet file from given path and make sures backup is stored for listed reposities in the given fileUri. """ cloneCount = fetchCount = failCount = 0 sheetResponse = urllib.request.urlopen(fileUri) sheetLines = [l.decode('utf-8') for l in sh...
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def get_row_iterator(iterable, options=None): """Accepts an interable, options and returns a csv.DictReader object which can be used to yield CSV rows.""" options = options or {} def get_csv_quoting(options): quoting = str(options.get('quoting', "MINIMAL")).upper() quoting_choices = { ...
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def add_rez_to_path(rez_bin_folder): """ Add bin folder of an already installed rez to user's Path env var """ try: key = winreg.OpenKey(winreg.HKEY_CURRENT_USER, r'Environment', 0, winreg.KEY_ALL_ACCESS) val, type = winreg.QueryValueEx(key, "Path") i...
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def sort_exptime(table): """ Calculate the EPIC exposure time and sort the obsids in table by this value, in ascending order. """ texp_m1 = table['M1_TEXP'] texp_m2 = table['M2_TEXP'] texp_pn = table['PN_TEXP'] table['EP_TEXP'] = (3*texp_pn + texp_m1 + texp_m2)/5 table.sort('EP_TEXP'...
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def get_content_function_ratio(content, function): """ Calculate the content-function word ratio. """ ratio = float(len(content)) / float(len(function)) if len(function) != 0 else 0 return round(ratio, 4)
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def AdVm(context, machine_type, zone, image): """Creates a VM definition for the AD VM. This VM only has a single boot disk because it will not be a part of the cluster. Args: context: context of the deployment. machine_type: full path of the machine type. zone: The zone where the VM will reside. ...
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def calc_diarization_error(pred, label, label_delay=0): """ Calculates diarization error stats for reporting. Args: pred (ndarray): (T,C)-shaped pre-activation values label (ndarray): (T,C)-shaped labels in {0,1} label_delay: if label_delay == 5: pred: 0 1 2 3 4 | 5 6 ... 99 10...
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def _s3_state_fetch(bucket_name, prefix=""): """ This function exists to locate state files from S3 """ client = boto3.client('s3') logger.info("Processing bucket: %s" % bucket_name) items = client.list_objects(Bucket=bucket_name, Prefix=prefix) # _search_state(bucket_name, "sandbox_main/...
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def lineage_proof_for_coin_spend(coin_spend: CoinSpend) -> Program: """Take a coin solution, return a lineage proof for their child to use in spends""" coin = coin_spend.coin parent_name = coin.parent_coin_info amount = coin.amount inner_puzzle_hash = None if coin.puzzle_hash == LAUNCHER_PUZZLE...
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def literalquery(statement): """NOTE: This is entirely insecure. DO NOT execute the resulting strings.""" import sqlalchemy.orm if isinstance(statement, sqlalchemy.orm.Query): statement = statement.statement return statement.compile( dialect=LiteralDialect(), compile_kwargs={'lit...
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def nb_clear_outputs(file_in, file_out=None): """clear output cells""" if file_out is None: file_out = file_in data = nbformat.read(file_in, as_version=nbformat.NO_CONVERT) assert isinstance(data['cells'], list), 'cells is not a list' cells = [] for cell in data['cells']: if ce...
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def filter_nb(nb): """Returns the parts of nb tagged for export and a list of question metadata.""" new_cells = [] for i, cell in enumerate(nb['cells']): if is_question_cell(cell): src = str(cell["source"]) assert len(nb['cells']) > i + 1, 'A response cell must follow questio...
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def get_all_sorted(sort='alphabetical', cb_type='planet'): """Lists celesital bodies in our solar system by a specified sorting parameter. Parameters ---------- sort : string specified order: 'alphabetical' or 'positional' (increasing distance from Sun) cb_type : string celestial b...
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def _assemble_source_procurement_records(id_list): """Return a list of dictionaries, in the same structure as `fetchall` when using psycopg2.extras.DictCursor""" for trx_id in id_list: dummy_row = _assemble_dummy_source_data() dummy_row["detached_award_procurement_id"] = trx_id dummy_row...
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def delete_waf_v1_ipset_ipv6_rule(ipset_id, ip_address, messages): """ Delete the IP address of an IP Set from AWS WAF v1 """ delete_waf_v1_ipset_ipvx_rule(ipset_id, ip_address, 'IPV6', messages)
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def testAndGetNamesBase(cfg): """Gets names for the cell, node, server, etc in a single-server environment. Stores the values in provided dictionary cfg.""" m = "testAndGetNamesBase:" sop(m,"Entry.") # Verify we are running on a single-server. env = whatEnv() if 'base' != env: er...
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def status_embed(ctx, member: Member) -> Embed: """ Construct status embed for certain member. Status will have info such as member device, online status, activity, roles etc. :param ctx: context variable to get the member :param member: member to get data from :return: discord.Embed """ ...
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def get_fw_version(): """ Try to get version of the framework. First try pkg_resources.require, if that fails read from setup.py :return: Version as str """ version = 'unknown' try: pkg = require(get_fw_name())[0] except DistributionNotFound: # Icetea is not installed. tr...
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def sequentially_resolve_permutation( blocks: tf.Tensor, window: tf.Tensor, loss_fn: LossType = _mag_stft_mse_loss) -> tf.Tensor: """Resolves permutation between overlapping blocks. Args: blocks: Waveform in blocks (blocks, sources, samples) window: Window function used to obtain the blocks. ...
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def read_SLR_geocenter(geocenter_file, RADIUS=None, HEADER=0, COLUMNS=['time','X','Y','Z','X_sigma','Y_sigma','Z_sigma']): """ Reads monthly geocenter files from satellite laser ranging Arguments --------- geocenter_file: Satellite Laser Ranging file Keyword arguments -----------------...
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async def invalid_content_length_and_chunking(request: HttpRequest) -> HttpResponse: """A response handler which sends it's body in chunks with an invalid content length""" headers = [ (b'content-type', b'text/plain'), (b'content-length', str(int(len(request.info['text']) / 2)).encode('...
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def get_activity(profile_id): """ only API_INSTANCE that will be serve /a/.* """ if os.environ['API_INSTANCE'] in request.url_root: http = credentials.authorize(httplib2.Http(memcache)) service_http = discovery.build("plus", "v1", http=http) activities = service_http.activities().list(us...
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async def setup_team(user_id, user_name): """Add user to users collection and do the initial setup. The initial setup is basically creating team & queues document for the user in the database. Parameters ---------- user_id : int Telegram user id of the person who issued the /setup comm...
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def linear_increasing_velocity(model_param_set, **kwargs): """ Friendly wrapper for instantiating the linear-increased-velocity medium model. """ # Setup the defaults model_config = dict(z_delta=None, min_ppw_at_freq=(6,10.0), # 6ppw at 10hz y_length=None, y_...
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