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def create_user(db, django_user_model: AbstractUser, test_password: str): """ factory for creating users """ def make_user(username, email, first_name, last_name) -> AbstractUser: new_user: AbstractUser = User.objects.create(username=username, email=email, ...
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def _read_network_data_from_h5(fname): """Read the network stored by the write_network_to_h5 function""" bias_accumulator = [] weight_accumulator = [] with h5py.File(fname, "r") as hdf: n_dense_layers = hdf["n_dense_layers"][...][0] activation = list(hdf["activation"].keys())[0] # Extra...
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def credentials_from_file(file): """Load credentials corresponding to an evaluation from file""" with open(file) as file: return json.load(file)
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def get_workspace_vars(auth, workspace_id): """ Function to get variables created in a workspace """ headers = {"Content-Type": "application/json"} url = f"https://intersight.com/tfc/api/v2/workspaces/{workspace_id}/vars" response = requests.get(url, headers=headers, auth=auth) response_data...
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def GetFileOutPassName(): """ """ pass
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def locate_btn(game, team_name, mkt_type, verbose=False): """ given selenium game, team_name, and mkt_type returns find the specific bet button for the givens game: selenium obj team_name: str mkt_type: 0 is point spread, 1 is moneyline, and 2 is over/under """ bet_buttons = get_bet_but...
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async def test_async_edit_tag(aresponses, radarr_client: RadarrClient) -> None: """Test editing tag.""" aresponses.add( "127.0.0.1:7878", f"/api/{RADARR_API}/tag", "PUT", aresponses.Response( status=202, headers={"Content-Type": "application/json"}, ...
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def create_testing_account(): """ Creates an account for usage in tests. This account should never be logged into, and is only accessed by username in test cases """ # Only create a testing account if it doesn't exist already if not get_user_by_name_db('testing'): password = str(uuid.uu...
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def mailchimp_get_endpoint(**kwargs): """Endpoint that the mailchimp webhook hits to check that the OSF is responding""" return {}, http_status.HTTP_200_OK
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def format_date(value, format='%Y-%m-%d'): """Returns a formatted time string :param value: The datetime object that should be formatted :param format: How the result should look like. A full list of available directives is here: http://goo.gl/gNxMHE """ return value.strftime(fo...
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def Transpose(node): """(Simple) transpose >>> print(matlab2cpp.qscript("a = [1,2,3]; b = a.'")) sword _a [] = {1, 2, 3} ; a = irowvec(_a, 3, false) ; b = arma::strans(a) ; """ # unknown datatype if not node.num: return "arma::strans(%(0)s)" """ # colvec -> rowvec ...
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def get_xml_type(val): """Returns the data type for the xml type attribute""" if type(val).__name__ in ('str', 'unicode'): return 'str' if type(val).__name__ in ('int', 'long'): return 'int' if type(val).__name__ == 'float': return 'float' if type(val).__name__ == 'bool': ...
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def DatetimeToWmiTime(dt): """Take a datetime tuple and return it as yyyymmddHHMMSS.mmmmmm+UUU string. Args: dt: A datetime object. Returns: A string in CMI_DATETIME format. http://www.dmtf.org/sites/default/files/standards/documents/DSP0004_2.5.0.pdf """ td = dt.utcoffset() if td: offset =...
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def _add_suffix(params, model): """Add derivative suffixes to a list of parameters.""" params_full = params.copy() suffix = { "basic": {}, "derivatives": {"derivative1"}, "power2": {"power2"}, "full": {"derivative1", "power2", "derivative1_power2"}, } for par in param...
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def format_config(args): """ Formats default parameters from argparse to be easily digested by module """ fn_train = os.path.abspath(args.dataset_path) #Calculate area_min and area_max if none provided (default) if args.area_min==args.area_max: data = pd.read_csv(fn_train+'.csv').to_num...
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def _random_covariance_matrix(batch_size): """Generate a batch of random covariance matrices. Args: batch_size: Number of elements in the first dimension returned. Returns: A tensor with dimensions [batch_size, 2, 2]. """ # Make a random covariance matrix by taking the outer product of 10 random #...
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def parse_ranges_highlight(ranges_string): """Process ranges highlight string. Args: ranges_string: (str) A string representing a numerical range of a list of numerical ranges. See the help info of the -r flag of the print_tensor command for more details. Returns: An instance of tensor_forma...
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def have_instance(nova_connection: NovaConnection, instance_name: str): """ Check if the instance_name is in the same region that nova_connection :param nova_connection: NovaConnection :param instance_name: str content the instance name :return: bool """ for server in nova_connection.conne...
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def torchify_dict(data: dict): """ Transform np.ndarrays to torch.tensors. Parameters ---------- data : dict property data of np.ndarrays. References ---------- .. [1] https://github.com/ken2403/schnetpack/blob/6617dbf4edd1fc4d4aae0c984bc7a747a4fe9c0c/src/schnetpack/data/atoms....
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def run_command_output_file(cmd, output_file_name, shell_executable=None, directory=None, osenv=None, input_file_name=None, **kwargs): """ Run ...
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def select_black_ou(board): """ 手番側の有効な王の利きを求めるために使う :param board: :return: """ # 桂馬で王手されているかを調べるために、擬似的に王から桂馬の効きを計算する # 王の通常の動きの計算もある # 2回使うので、collectionに登録する name = 'black_short_ou' collection = tf.get_collection_ref(name) if len(collection) == 0: selected = tf.to_...
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def question_senti(input_df): """Page for individual question's sentiment.""" questions = st.multiselect( label="Select specific questions below:", options=selected_nan_df.columns[2:], ) select_text, questions_senti_df = ut.compute_question_senti( questions, input_df ) if...
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def bytes_to_decimal_bytes(bytes_decimal_str, is_little_endian=False): """ :param bytes_decimal_str: :param is_little_endian: :return: """ if not bytes_decimal_str.isdigit(): raise Exception('bytes_decimal_str 不是数字字符串!') return length = len(bytes_decimal_str) tmp_list = ...
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def cython_img2d_color_std(img, seg, means=None): """ wrapper for fast implementation of colour features :param ndarray img: input RGB image :param ndarray seg: segmentation og the image :param ndarray means: precomputed feature means :return: np.array<nb_lbs, 3> matrix features per segment .....
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def prepareSpectrogram( sim=None, timeRange=None, electrodes=['avg', 'all'], pop=None, LFPData=None, NFFT=256, noverlap=128, nperseg=256, minFreq=1, maxFreq=100, stepFreq=1, smooth=0, includeAxon=True, logy=False, normSignal=False, normPSD=Fals...
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def log_api(msg): """log a message from api-website""" print colored('API', 'green'), msg # TODO: use log util, log to file, including time, module, etc.
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def note_view(): """Displays the notes from your Google Keep account in a grid view with borders.""" google_notes = keep.all() os.system('clear') print(consts.YELLOW_BOLD) print(fig.renderText('Keep...')) if len(google_notes) == 0: print(consts.RED, end='') print('You don\'t ha...
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def setup_no_ip(opp, aioclient_mock): """Fixture that sets up NO-IP.""" aioclient_mock.get(UPDATE_URL, params={"hostname": DOMAIN}, text="good 0.0.0.0") opp.loop.run_until_complete( async_setup_component( opp, no_ip.DOMAIN, { no_ip.DOMAIN: { ...
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def mock_func_call(*args, **kwargs): """ Mock function to be used instead of benchmark """ options = Options() cost_func = make_cost_function() results = [] result_args = {'options': options, 'cost_func': cost_func, 'jac': 'jac', 'hes...
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def _full_gauss_den(x, mu, va, log): """ This function is the actual implementation of gaussian pdf in full matrix case. It assumes all args are conformant, so it should not be used directly Call gauss_den instead Does not check if va is definite positive (on inversible for that mat...
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def load_texture_pair(filename): """ Handles textures """ return[ arcade.load_texture(filename), arcade.load_texture(filename, mirrored=True) ]
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def set_field_value(context, field_value): """populates variable into a context""" if field_value: context['field_value'] = field_value else: context['field_value'] = '' return ''
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def get_bbox(src_bbox, offset): """src_bboxにoffsetを適用し、元の領域を復元する。 RPNから得たoffset予測値をアンカーボックスに適用して提案領域を得る。といったケースで利用する。 Args: src_bbox (tensor / ndarray): オフセットを適用するBoudingBox。 Its shape is :math:`(R, 4)`. 2軸目に以下の順でBBoxの座標を保持する。 :math:`p_{ymin}, p_{xmin}, p_{ymax},...
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def del_operation_times(operation_times_key): """ 清除操作次数 参数: operation_times_key 缓存key """ # 记录获取次数 cache_helper.delete(operation_times_key)
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def show_books(object_list): """ 加载指定书籍列表的模板。 :param object_list: Book模型实例的列表 :return: 返回一个字典作为模板的上下文 """ if len(object_list) > 0: try: getattr(object_list[0], 'object') except AttributeError: pass else: object_list = map(lambda ele: e...
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def update_db(): """Update movie dB""" movieSearchUrl = "https://unogsng.p.rapidapi.com/search" countryListUrl = "https://unogsng.p.rapidapi.com/countries" apiKey = os.environ.get("RAPID_KEY") headers = { 'x-rapidapi-host': "unogsng.p.rapidapi.com", 'x-rapidapi-key': apiKey } ...
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def destroy_env(env): """ Dummy function that destroys properly an OpenRAVE environment. @note: Useful when working with C{IPython} + QtCoin viewer. @type env: orpy.Environment @param env: The OpenRAVE environment """ env.Reset() env.Destroy()
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def test_Config_dotenv_overwrite(get_handler, mocker): """dotenv values should overwrite baseline""" config = get_handler(target_module) mocker.patch.object(config, "dotenv_values", return_value=config_sample) c = config.Config() assert c.obs_host == "foo" assert c.obs_port == 1337 assert c....
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def load_mesh_from_file(filepath, color=None, alpha=None): """ Load a a mesh or volume from files like .obj, .stl, ... :param filepath: path to file :param **kwargs: """ actor = load(str(filepath)) actor.c(color).alpha(alpha) return actor
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async def fulfill_bundle(bundle_id, missing_files, api_key=''): """ Upload missing files to bundle via API """ if not missing_files: return logger.debug('Uploading {} missing files'.format(len(missing_files))) with tqdm(total=len(missing_files), desc='Uploading missing files', unit='files', leav...
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def find_html_form(forms, form_match): # type: (Dict[AnyKey, Form], FormSearch) -> Optional[Form] """ Searches for the specified form amongst a group of multiple forms. :param forms: Possible forms to distinguish and look for a specific one. :param form_match: Search criteria to retrieve th...
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def parse_dict(s, sep=None): """ parser for (ordered) dicts :s: the input string to parse, which should be of the format key1 := value1, key2 := value2, key3 := value3, where the last comma is optional :sep:...
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def compute_pdi(value_matrix, slice_list): """ Computes a 'preference' discordance index :param value_matrix: :param slice_list: :return: """ pdi = ['x'] pdimax = ['x'] for i in slice_list: incident = compute_incident(value_matrix, i) complement = invert_matrix(incide...
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def sublist_search(array1, array2): """ :param array1: sublist :param array2: list :return: Whether list contains sublist Time complexity: O(n * m) """ # Empty array if len(array1) == 0: return True for start_idx in range(len(array2)): if check_is_contained(array1, a...
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def _Uninstall(vm): """Uninstalls the OpenMPI package on the VM.""" vm.RemoteCommand('cd {0} && sudo make uninstall'.format(MPI_DIR))
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def E_ab(a, b, edgePair, width, height, debug = False): """ Calculate the energy in the inverval a to b. Parameters: a, b - interval to integrate over edgePair - the edge pair to interpolate width, height - texture's dimensions Returns: Energy matrix for the interval """ ...
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def get_instance_names(node: AST) -> list[str]: """Extract names from an assignment node, only for instance attributes. Parameters: node: The node to extract names from. Returns: A list of names. """ return [name.split(".", 1)[1] for name in get_names(node) if name.startswith("self...
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def is_geq_than(x,y): """ x is not None and greater than or equal to y """ if x != None: if x>=y: return True return False
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def write_title(): """Write information to the track definition line of the wiggle file. :return: None """ trackline = "track type=wiggle_0 name=\"GC percentage\" description=\"{}\"\n".format(record.description) variablestep = "variableStep chrom={} span={}\n".format(record.id, str(window_size)) ...
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def distr_selectbox_names(): """ Accessing stats.name. """ names = ['alpha', 'anglit', 'arcsine', 'argus', 'beta', 'betaprime', 'bradford', 'burr', 'burr12', 'cauchy', ...
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def read_file(filename): """Read filename; return contents as one string.""" with open(filename) as my_file: return my_file.read()
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def _walk_spec_mro(cls): """Walk the class MRO in reverse order, yielding the SPEC attr as it is found on the class itself (and not inherited). """ for scls in reversed(cls.__mro__): if 'SPEC' in vars(scls): yield scls.SPEC
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def remove_intercept_column(X: np.ndarray) -> np.ndarray: """ Remove the first column """ if len(X.shape) == 1: return X[1:] return X[:, 1:]
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def get_user_configurations() -> Tuple[list, list]: """ Function that reads the $HOME/.pip folder and return two lists, containing filenames and absolute path from them. """ pip_config_path = UserPath.PIP_CONFIG_DIRECTORY.value config_filenames = read.get_user_configuration_files() config_...
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def test_bst_full_in_order_trav(bst_full): """Test bst in order trav with full bst.""" nodes = [] gen = bst_full.in_order() for _ in range(bst_full.size()): node = next(gen) nodes.append(node) assert nodes == [0, 3, 4, 6, 8, 9, 11, 12, 13, 100]
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def compute_codebase_tallies(codebase, keep_details, **kwargs): """ Compute tallies of a scan at the codebase level for available scans. If `keep_details` is True, also keep file and directory details in the `tallies` file attribute for every file and directory. """ from summarycode.copyright_t...
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def say(number): """ print out a number as words in North American English using short scale terms """ number = int(number) if number < 0 or number >= 1e12: raise ValueError if number == 0: return "zero" def quotient_and_remainder(number, divisor): """ retu...
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def get_s3_versions(bucket_name, key_name): """Get versioning information for a given key. :param bucket_name: the bucket's name :type bucket_name: string :param key_name: the key's name :type key_name: string :return: for each version, the version id and the last modified date :rtype: a li...
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def indentitems(items, indent, level): """Recursively traverses the list of json lines, adds indentation based on the current depth""" res = "" indentstr = " " * (indent * level) for (i, item) in enumerate(items): if isinstance(item, list): res += indentitems(item, indent, level+1) ...
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def dcg_at_k(r, k): """ Args: r: Relevance scores (list or numpy) in rank order (first element is the first item) k: Number of results to consider Returns: Discounted cumulative gain """ assert k >= 1 r = np.asfarray(r)[:k] != 0 if r.size: return n...
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def birds(): """ this program draws 3 to 5 birds in the sky by random """ n = random.randint(3, 5) for i in range(n): x = random.randint(0, w.width) y = random.randint(0, 300) size = random.randint(10, 30) l_wing = GLine(x, y, x-size, y-size/2) r_wing = GLine(...
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def switch(parser, token): """ Switch tag. Usage:: {% switch meal %} {% case "spam" %}...{% endcase %} {% case "eggs" %}...{% endcase %} {% endswitch %} Note that ``{% case %}`` arguments can be variables if you like (as can switch arguments, buts t...
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def rm_noise(diff): """Filter out noise from diff text. Args: diff (str): diff text Returns: str: cleaned diff text """ result = diff patterns = ["\n", "\u0020+", "་+?"] for pattern in patterns: noise = re.search(pattern, diff) if noise: result = ...
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def restore_rank_envs(): """Restore rank envs.""" global _envs for env in _envs: os.environ[env] = _envs[env]
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async def auth_relogin(sessionid: str = Form(...), clients: ClientStorage = Depends(get_clients)) -> str: """Relogin by username and password (with clean cookies) """ cl = clients.get(sessionid) result = cl.relogin() return result
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def taxonomy_data_collector(): """ Read the accession stored in sqlite, get the taxonomy, and store the accession-taxonomy relationship data in sqlite. """ n = ret_start rows = ret_max l = int(rows) while l >= ret_max: res = seqid_loader(n, rows) seq_id_lst = [x[0] for x ...
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def delete_qsession_command(session_id: str, cloud_request_id: str) -> dict: """ Delete a queued RTR session command by session ID and cloud request ID :param session_id: :param cloud_request_id: """ endpoint_url = '/real-time-response/entities/queued-sessions/command/v1' if he...
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def dict_factory(cursor, row): """ convert sursor into dict """ result = {} for idx, col in enumerate(cursor.description): result[col[0]] = row[idx] return result
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def variant_with_no_attributes(category): """Create a variant having no attributes, the same for the parent product.""" product_type = ProductType.objects.create( name="Test product type", has_variants=True, is_shipping_required=True ) product = Product.objects.create( name="Test product...
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def spec_resid(pars,wave,flux,err,models,spec): """ This helper function calculates the residuals between an observed spectrum and a Cannon model spectrum. Parameters ---------- pars : array Input parameters [teff, logg, feh, rv]. wave : array Wavelength array for observed spect...
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def return_mospp( source_coord: Tuple[float, float], target_coord: Tuple[float, float], ) -> List[Dict[str, str]]: """ Find the least polluted path. secretfile: Path to the database secretfile. instance_id: Id of the air quality trained model. source: (source latitude, source longitude) for sour...
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def timestamp_d_b_Y_H_M_S(value): """Convert timestamp string to time in seconds since epoch. Timestamps strings like '18 Jun 2013 12:00:00 GMT' are able to be converted by this function. Args: value: A timestamp string in the format '%d %b %Y %H:%M:%S GMT'. Returns: The time in s...
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def config_file_update(): """ Function to determine if we need to update our yaml configuration file after an upgrade. """ log.debug('config_file_update() Started....') if os.path.isfile(skel_config_file): log.debug('New config SKEL file located, checking to see if an update is needed:') ...
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def lintlib(quiet=False): """ Run the python linter on petlib with project specific options (see pylintrc petlib). """ tell("Run pylint on the library") sh('pylint --rcfile=pylintrc petlib', capture=quiet)
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def cli(ctx, version): """ PyPtax Command Line Interface. PyPtax is a Python library to retrieve information on Ptax rates. """ if not ctx.invoked_subcommand and version: click.secho(pyptax.__version__) ctx.exit() elif not ctx.invoked_subcommand: click.secho(LOGO_CLI, f...
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def constrained_fit( model_constructor, pdf_transform=False, default_rtol=1e-10, default_atol=1e-10, default_max_iter=int(1e7), learning_rate=1e-6, ): """ Wraps a series of functions that perform maximum likelihood fitting in the `two_phase_solver` method found in the `fax` python mo...
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def create_backup_text_file(backup_base_folder): """ Creates a file containing the current time into the given folder. This is meant to signify when the most recent backup has been completed. :param backup_base_folder: The folder to write the file to. """ current_time = datetime.now().strftime("...
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def save_array_to_nifti(affine: Tuple, array: numpy.array, out_path: PathLike) -> None: """ Save a numpy array as a nifti image. Args: affine (Tuple): The affine of the image. array (numpy.array): Array of data to save. out_path (PathLike): Where to write the image. Can write gunzip...
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def _raise_sigint(duration): """Raises the standard ^C signal interrupt to test proper termination of the threads. Args: duration (float): how many seconds to wait before raising the signal. """ #If the simulated port was running in script mode, it would also have a #signal interrupt handle...
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def write_file(path, content, signature=''): """update a platform's dsc file content. - create the folder when it does not exist. - skip write attempt when the contents are identical""" if isinstance(content, (list, tuple)): content = '\n'.join(content) if signature: content = signa...
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def word2array(ft_names, word): """Converts `word` [[(value, feature),...],...] to a NumPy array Given a word consisting of lists of lists/sets of (value, feature) tuples, return a NumPy array where each row is a segment and each column is a feature. Args: ft_names (list): list of feature ...
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def random_motif_search( sequences: List[Sequence], pattern_length: int, laplace: bool = True, ) -> Dict[str, Union[List[Sequence], Sequence, int]]: """Finds a motif matrix in a randomized search. Args: sequences: Collection of sequences that will be searched for patterns. pattern_l...
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def update_global_metrics(): """Updates the metrics in GLOBAL_METRICS.""" futures = [] for b in config.get_buckets_async().get_result(): futures.extend([ set_build_status_metric( CURRENTLY_PENDING, b.name, model.BuildStatus.SCHEDULED), set_build_status_metric( CURRENTLY_RUNNING...
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def test_module_without_init(): """ Test module without __init__.py. https://github.com/ipython/ipython/issues/11226 """ fake_module_name = "foo" with TemporaryDirectory() as tmpdir: sys.path.insert(0, tmpdir) try: os.makedirs(os.path.join(tmpdir, fake_module_nam...
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def get_tweet_sentiment(tweets): """ Uses the VADER SentimentIntensityAnalyzer from NLTK to classify tweet sentiment polarity. Takes in input a list of tweets (text-only, not JSON). Checks which party a tweet refers to and averages the score for all tweets for each party. Returns a dictionary o...
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def find_final_status_files(path): """Find all files named `final_status.json` in qcg-pilotjob auxiliary directories in given path. First we look for auxilary directories, and then in those dirs we look for `final_status.json` files. Args: path (str): path to directory where to look for report file...
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def external(field): """ Mark a field as external. """ field._external = True return field
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def from_file( file: Union[IO[str], str], *, app: Any = None, base_url: Optional[str] = None, method: Optional[Filter] = None, endpoint: Optional[Filter] = None, tag: Optional[Filter] = None, operation_id: Optional[Filter] = None, skip_deprecated_operations: bool = False, validat...
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def rand_score_choice(): """ 返回一个看似合理分布的成绩 :return: int """ score_choice = [randint(50, 80), randint(40, 60), randint(60, 80), randint(60, 80), randint(70, 90), randint(80, 100)] return choice(score_choice)
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def getExactFreePlaceIndexForCoordinate(freePlaceMap, x, y): """ Returns the Exact Value for a given Coordinate on the FreePlaceMap :param freePlaceMap: The generated FreePlaceMap :param x: The X Coordinate on the FreePlaceMap :param y: The Y Coordinate on the FreePlaceMap :return: The Indexvalu...
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async def get_bc_history(start_time: Optional[str] = None, end_time: Optional[str] = None, isp: Optional[str] = ''): """ ## **param**: start_time: 开始时间(可选参数) str 默认 当前时间前一月 end_time: 结束时间(可选参数) str 默认 当前时间 isp: 运营商(可选参数) str 默认 '',...
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def copy_images(apps, schema_editor): """ Copy existing wagtail image records into new image model""" FieldImage = apps.get_model('field_wagtail', 'FieldImage') Image = apps.get_model('wagtailimages', 'Image') django_content_type = apps.get_model('contenttypes', 'contenttype') tagged_item_model = a...
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def get_member_class(resource): """ Returns the registered member class for the given resource. :param resource: registered resource :type resource: class implementing or instance providing or subclass of a registered resource interface. """ reg = get_current_registry() if IInterfac...
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def test_randomize_corrmat_dist(): """Test that the distribution looks right.""" a = rs.randn(3, 20) for n_i in [5, 10]: p_mat, dist = stat.randomize_corrmat(a, n_iter=n_i, return_dist=True) assert_equal(n_i, dist.shape[-1]) p_mat, dist = stat.randomize_corrmat(a, n_iter=10000, return_d...
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def split_on_text(row): """Spliting original text into million character blocks for Spacy""" val = round(row['original_text_length'] / 1000000) final_texts = [] count = 1000000 counter = 0 for i in range(0, val): if (count + 1000000) > row['original_text_length']: final_texts...
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def valid_date(s): """ validate passed date and throw exception if it is not valid """ try: return datetime.datetime.strptime(s, "%Y-%m-%d") except ValueError: msg = "Not a valid date: '{0}'.".format(s) raise argparse.ArgumentTypeError(msg)
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def make_child_node(parent_node, action, state): """ Construct an child search node """ return SearchNode(state, parent_node, action)
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def get_number(number): """ Repeats back a number to you --- operationId: getPetsById parameters: - name: number in: path type: string description: the number responses: 200: description: Hello number! """ return "Hello {}!".format(numbe...
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def get_user_by_id(uid, session=None): """Get user by id.""" with session_scope() as session: return session.query(User)\ .filter(User.id == uid)\ .first().to_json()
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def main(): """main entry point for module execution""" argument_spec = dict( gather_subset=dict( default=["!config"], type="list", elements="str", choices=[ "all", "default", "hardware", "int...
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