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def preresnet164bn_svhn(classes=10, **kwargs): """ PreResNet-164(BN) model for SVHN from 'Identity Mappings in Deep Residual Networks,' https://arxiv.org/abs/1603.05027. Parameters: ---------- classes : int, default 10 Number of classification classes. pretrained : bool, default Fal...
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def compute_hash_info(fd, unit_size=None): """Get MediaFireHashInfo structure from the fd, unit_size fd -- file descriptor - expects exclusive access because of seeking unit_size -- size of a single unit Returns MediaFireHashInfo: hi.file -- sha256 of the whole file hi.units -- list of sha256 ...
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def deploy_signed_application_that_should_fail(request_handler, runtimes, name, application_path, retries=20): """ Deploys app associated w/ deployer and then tries to verify its presence in registry (for all runtimes). """ from calvin.utilities.security import Security delay = 0.1 retry = 0...
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def main(): """Sample encryption decryption.""" in_str = 'This is only a test.' in_str = b64encode(in_str.encode()).decode() in_str = convert_string(in_str, 'e') print(f'>> [{in_str}] <<') out_str = r"Cm^WL6,WL6,:NdkJFm1yKmC\KH+ " out_str = convert_string(out_str, 'd') out_str = b64decod...
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def value_map_distribution(value_map: dict, bounds: List[float] = None): """Percent of values that fall in ranges. Args: value_map: dict, value map bound: list of float, boundaries to count values within Returns: dist: dict, distribution values """ i...
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def expand_basic(state): """ Simple function which returns child states by appending an available move to current state. """ assert(len(state) < 9) # Calculte set difference to get remaining moves. n = tuple(set(range(9)) - set(state)) # Create tuple of available new states and return...
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def schedule_conv2d_winograd_nnpack_weight_transform(attrs, outs, target): """Schedule conv2d_winograd_nnpack_weight_transform""" with target: return topi.generic.schedule_conv2d_winograd_nnpack_weight_transform(outs)
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def bce_loss(input, target): """ Numerically stable version of the binary cross-entropy loss function. As per https://github.com/pytorch/pytorch/issues/751 See the TensorFlow docs for a derivation of this formula: https://www.tensorflow.org/api_docs/python/tf/nn/sigmoid_cross_entropy_with_logits ...
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def cli(qeq_code): """Run qeq calculation on HKUST-1 """ run_qeq_hkust1(qeq_code=qeq_code)
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def get_best_files(folder, filters): """ Compare all files in a folder that differ only by tags (and extension) and return only the best one according to their tags. If filters is None, return all files. folder: folder containing the files to check filters: list of filters in order of import...
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def query_normalised_list(x: str or None, ref: List[NormalisedName]) -> str: """ Internal method for querying a channel/marker against a reference list of NormalisedName's Parameters ---------- x: str or None channel/marker to query ref: list list o...
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def help_me(): """Opens a help, using systems default text viewer.""" web.open('dismal_help.txt') entry_box.focus()
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def test_write_run(tmpdir): """ write a TREC searcher file """ fn = tmpdir / "searcher" run_dict = {"q1": {"d1": 1.1, "d2": 1.0}, "q2": {"d5": 9.0}} Searcher.write_trec_run(run_dict, fn) run = Searcher.load_trec_run(fn) assert sorted(run.items()) == sorted(run_dict.items())
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def get_reachable_observed_variables_for_inferred_variables(model, observed=set()): """ After performing inference on a BayesianModel, get the labels of observed variables ("reachable observed variables") that influenced the beliefs of variables inferred to be in a definite state. Args mode...
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def main(): """ This program will use highlight_fire() function to find out the fire areas and make remaining areas turn into grey to highlight those fires """ original_fire = SimpleImage('images/greenland-fire.png') original_fire.show() highlighted_fire = highlight_fires('images/greenla...
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def load_bias(dataset_name, filtered=False) -> Dict[str, np.ndarray]: """Loads the output of our bias-only model Note that since this produces per-token output, it is only valid on data with the same tokenization as our annotated data. """ if filtered: bias_ids = SQUAD_FILTERED_BIAS_FILE_IDS output_d...
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def isbuildin(name: str) -> bool: """[summary] Checks if name is a keyword or build-in function [description] Arguments: name {str} -- name to be checked Returns: bool -- true if it is a build-in """ blacklist = ["abs", "delattr", "hash", "memoryview", "set", "all", "dict"...
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def find_dip(pulls): """Find the longest sequence of significant observations in the data""" significant = pulls > 3. if np.sum(significant) == 0: return 0, 0 # Find indices of start and end of each significant sequence changes = np.diff(np.hstack(([False], significant, [False]))) sign...
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def clip_weights(model, weight_constraint): """ Clip weights of a keras model to be bounded by given constraints. Parameters ---------- model: keras model object model for which weights need to be clipped weight_constraint: Returns ------- model: keras model object ...
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async def test_adam_climate_entity_climate_changes( hass: HomeAssistant, mock_smile_adam: MagicMock, init_integration: MockConfigEntry ) -> None: """Test handling of user requests in adam climate device environment.""" await hass.services.async_call( "climate", "set_temperature", {"e...
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def scatter_wrapper( self, func, *args, s=None, size=None, markersize=None, c=None, color=None, markercolor=None, smin=None, smax=None, cmap=None, cmap_kw=None, vmin=None, vmax=None, norm=None, norm_kw=None, lw=None, linewidth=None, linewidths=None, markeredgewidth=None, markeredgewidths=Non...
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def its_nexus_target_is_faulted(): """its nexus target is faulted.""" # Stop remote io-engine instance, which should fault the volume nexus child # By Stopping instead of killing, the control plane should see the node is down due to the # DeRegister event. Docker.stop_container(IO_ENGINE_2) chec...
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def _coerce_loc_index(divisions, o): """Transform values to be comparable against divisions This is particularly valuable to use with pandas datetimes """ if divisions and isinstance(divisions[0], datetime): return pd.Timestamp(o) if divisions and isinstance(divisions[0], np.datetime64): ...
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def triplet_loss(anchor_vector, positive_vector, negative_vector, metric='cosine_dist', margin=0.009): """Computes the triplet loss with semi-hard negative mining. The loss encourages the positive distances (between a pair of embeddings with the same labels) to be smaller than the minimum negative distance ...
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def python_environment( base_dir=os.path.expanduser("~/.virtualenvs"), overwrite=False, dir_name=None ): """Build Python virtualenv for the application""" path_to_requirements = os.path.join(BASE_DIR, "requirements.txt") if dir_name is None: # This is memory inefficient. Don't put in a 5G requ...
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def cleanup(items2delete): """ Cleans directories of all files in the input list Args: items2delete (str list): A list of files to remove. """ if isinstance(items2delete, list): for del_item in items2delete: if os.path.isfile(del_item): os.remove(del_...
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def parse_resource(resource): """解析资源地址和下载资源""" post_data = {'callCount': '1', 'scriptSessionId': '${scriptSessionId}190', 'httpSessionId': '5531d06316b34b9486a6891710115ebc', 'c0-scriptName': 'CourseBean', 'c0-methodName': 'getLessonUnitLearnVo', 'c0-id': '0', 'c0-param0': 'n...
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def test_jupyter_notebooks(path): """ run the jupyter notebooks """ if os.path.basename(path).startswith('_'): pytest.skip('skip examples starting with an underscore') # adjust python environment my_env = os.environ.copy() my_env["PYTHONPATH"] = str(PACKAGE_PATH) + ":" + my_env["PAT...
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def get_file_hash(filepath: str, blocksize: int = 2**20) -> str: """Return the hash of the given file, with a default blocksize of 1MiB.""" _hash = hashlib.md5() if not isfile(filepath): return _hash with open(filepath, "rb") as f: while True: buffer = f.read(blocksize) ...
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async def test_form_reauth_websocket_cannot_connect(hass, remotews: Mock): """Test reauthenticate websocket when we cannot connect on the first attempt.""" entry = MockConfigEntry(domain=DOMAIN, data=MOCK_WS_ENTRY) entry.add_to_hass(hass) result = await hass.config_entries.flow.async_init( DOMAI...
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def version(): """ Print the version number(s) and exit. """ print(VERS) exit(0)
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def AddUdpRelatedArgs(parser, request_and_response_required=True): """Adds parser arguments related to UDP.""" _AddPortRelatedCreationArgs( parser, use_serving_port=False, port_type='UDP', default_port=None) parser.add_argument( '--request', required=request_and_response_required, help="...
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def get_files_for_instrument(instrument, multitrack_list=None): """Get all (stem) files for a particular instrument from the dataset. Parameters ---------- instrument : str Instrument files to extract. multitrack_list : list of MultiTrack objects or None, default=None List of MultiT...
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def _load_cmonary_lib(): """Loads the cmonary CDLL library (from the directory containing this module).""" global cmonary thismodule = __file__ abspath = os.path.abspath(thismodule) moduledir = list(os.path.split(abspath))[:-1] if platform.system() == 'Windows': cmonary_fname = "cmonary....
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def test__atom_inchi_numbers(): """ test graph.atom_inchi_numbers """ cgr = C8H13O_CGR natms = len(graph.atoms(cgr)) for _ in range(10): pmt_dct = dict(enumerate(numpy.random.permutation(natms))) cgr_pmt = graph.relabel(cgr, pmt_dct) inv_pmt_dct = dict(map(reversed, pmt_dct.i...
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def get_stopwords(): """common stopwords to skip when checking for article names (derived from nltk) """ return [ "i", "me", "my", "myself", "we", "our", "out", "ours", "ourselves", "you", "your", "he", "...
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def setPolarBearattr(attrs): """ Sets a Polar Bear's attributes based on input dict: {user_id: num, username: string, happiness: int, oldHappiness: int, size: int} """ polarBearCollection = db.get_polarbear_db() userDict = polarBearCollection.find_one({'user_id' : attrs['user_id']}) if userDict == None: polar...
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def test_io_dataset_to_in_dataset(fixture_lookup, io_dataset_fixture): """test_io_dataset_to_in_dataset""" args, func, data_func = fixture_lookup(io_dataset_fixture) def f(v): dataset = tf.data.Dataset.range(1000) dataset = dataset.batch(15) dataset = dataset.map(tf.strings.as_string) dataset = d...
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def convert_operation_to_task(operation): """Converts an Operation to a legacy Task.""" result = _convert_dict( operation['metadata'], { 'createTime': ('creation_timestamp_ms', _convert_timestamp_to_msec), 'updateTime': ('update_timestamp_ms', _convert_timestamp_to_msec), 'startT...
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def execute_learning(X, G, algo, constrained, outcome): """ Wrapper to run bayesian learning X - evidence (dataframe) G - domain expert graph (DiGraph) algo - one of ('greedy', 'exact', 'no-struct') outcome - binary or bins constrained (bool) - use G to constrain search if true returns ...
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def augment_with_derivatives(V=None, theta=None, M=None, tol=1E-8, symm=True, deflate=True): """ Make a linear basis containing the subspace spanned by V and a third order tensor theta e.g. from modal derivatives by deflation. Parameters ---------- V : ndarray linear basis theta : n...
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def fomc_statement( dates: Union[str, list[str], None] = None, asDict: bool = False, ) -> Union[pd.DataFrame, dict]: """ Get FOMC statements for given date or dates. `dates`: YYYY-MM-DD, or 'current', or 'previous'. `asDict`: True or False, will return as dictionary if True. """ url = m...
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def lambda_handler(event, context): """ This is the entry point for the lambda. It will call the main handler, which is within a try/catch so that we can efficiently log any unhandled exceptions to Cloudwatch/Splunk. Args: event (dictionary): contains event data passed in by AWS Lambda ...
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def get_device_number(connection_str): """Return the integer device number from the connection string or raise ValueError if the connection string is not in the format "device <n>" with positive n.""" try: prefix, num = connection_str.split(' ') num = int(num) if prefix != 'device' o...
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def make_pre_copy(path_from, path_to, scale=None): """ Function that copies images with modification meta data. Parameters: ------------------------------ path_from = str, image input path path_to = str, image output path scale = float, resizing scale factor ...
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def _test_perceptual_entropy(filename): """_test_perceptual_entropy.""" fs = 16000 win_len = 320 signal, sr = librosa.load(filename, None) signal = librosa.core.stft( signal, n_fft=win_len, window="hann", win_length=win_len, hop_length=win_len // 2, ) ...
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def runner(): """Returns a ```click.testing.CliRunner()`` instance.""" return CliRunner()
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def execute_db_query(connection, query: str) -> None: """Executes a SQL query on the Sqlite3 database Args: connection: A database connection object query: The SQL query as a string Returns: Nothing. """ cursor = connection.cursor() try: cursor.execute(query) ...
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def test_width_of_interval_slicer_reference_left_left_open(test_data): """ Function to compare characterisics of reference interval generated by NumberOfIntervalSlicer and manually generated interval. Specific test case: the reference of the interval is the lower boundary (left) and the lower inter...
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def generate_ascii(image_path): """ Generate New Config Parameters ---------- image_path : str Path to image file """ if not os.path.isfile(image_path): print("Invalid image path!") sys.exit(1) # art = ascii_magic.from_image_file( img_path=image_path, ...
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def hung(idea, ans): """ Message for user who guess wrong and have no more chance to play :param idea: str, the user's guess :param ans: str, the initiated random word :return: message to user """ print('There is no ' + idea + '\'s in the word.') print('You are completely hung : (') ...
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def realtime_comment_classifier(sender, instance, created, **kwargs): """ Classifies a comment after it has been created. This behaviour is configurable by the REALTIME_CLASSIFICATION MODERATOR, default behaviour is to classify(True). """ # Only classify if newly created. if created: ...
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def bent_plume_ic(profile, particles, Qj, A, D, X, phi_0, theta_0, Tj, Sj, Pj, rho_j, cj, chem_names, tracers, p): """ Build the Lagragian plume state space given the initial conditions Constructs the initial state space for a Lagrangian plume element from the initial values for...
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def mkdir(*path): """ Quick helper to check if a directory exists (starting from RESULTS_DIR_ROOT) and create it if not. path should be a list of path fragments (they will be joined together along with RESULTS_DIR_ROOT). """ full_path = normpath(*path) if not os.path.exists(full_path):...
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def GetMatrixBase(dim, val = 0): """Return matrix base, with a single sand grain in the middle""" m = np.ones(dim) * val SandFalling(m, 1) return m
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def are_resize_confirm_logs_created(logs, instance, guest_hb=False): """ Check if resize-confirm logs have been created """ expected_logs = [{'event_log_id': fm_constants.FM_LOG_ID_VM_RESIZE_CONFIRM, 'severity': fm_constants.FM_ALARM_SEVERITY_CRITICAL}, {'event...
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def find_second_largest2(root_node): """ Time: O(h) Space: O(h) h: height of the tree (O(lg n)); n: # of nodes """ def find_largest(node): if node is None: raise ValueError('Tree must have at least 1 node') if node.right is not None: return find_largest(...
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def parse_team_totals(page): """ gets only the totals for a team from the box score of a game (i.e. the last row) """ soup = BeautifulSoup(page, features='lxml') scorebox = soup.find('div', {'class':'scorebox'}) teams = [TEAM_NAME_TO_TEAM(item.text) for item in scorebox.find_all('a'...
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def ball(p, radius, mass=-1): """Creates a ball that reacts to gravity. :param p: The center point of the ball :type p: (int, int) :param radius: The radius of the ball :type radius: int :param mass: The mass of the shape (defaults to 1) :type mass: int :rtype: shape """ return...
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def test_specs_spec_name_versions_version_put_invalid_version(client): """ GIVEN spec id, data, invalid version and token WHEN PUT /v1/specs/{spec_name}/versions/{version} is called with the Authorization header THEN 400 is returned. """ version = "a" data = "data 1" spec_name = ...
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def antya_nalopa(p: Prakriya, index): """Rules that delete the final n of a term. (6.4.37 - ) """ c = p.terms[index] n = TermView.make(p, index) if not n: return n.u = n.terms[0].u anudatta_tanadi_van = c.all(T.ANUDATTA) or c.u in TAN_ADI or c.text == "van" jhali = n.adi ...
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def cas_proxyCallback(request): """ This is a placeholder for a proxyCallback service needed for CAS authentication """ logger.debug("Incoming request to CASPROXY (Proxy Callback):") return HttpResponse("I am at a RSA-2 or VeriSigned SSL Cert. website.")
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def get_secret_id(source="~/.vault-id"): """ Reads a vault user-id (UUID) from a file.""" source = os.path.abspath(os.path.expanduser(source)) user_id = None # pylint: disable=invalid-name if os.path.isfile(source): fd = open(source, "r") user_id = fd.read().strip() fd.close...
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def decode_actions( node_logits: torch.Tensor, parent_label_logits: torch.Tensor, new_label_logits: torch.Tensor, label_vocab: List[Label], ) -> List[Any]: """ Decode the most likely actions from action logits for the attach-juxtapose transition system """ batch_size = node_logits.size(0...
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async def async_setup_entry(hass, config_entry, async_add_entities): """Set up device tracker for OpenMediaVault component.""" inst = config_entry.data[CONF_NAME] omv_controller = hass.data[DOMAIN][DATA_CLIENT][config_entry.entry_id] sensors = {} @callback def update_controller(): """Up...
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def timetz_pack(timetup_tz, dl_pack = dl_pack, mktime = mktime): """ Pack a time; offset from beginning of the day and timezone offset. Given a pair, ((seconds, microseconds), timezone_offset), pack it into its serialized form: "!dl". """ (timetup, tz_offset) = timetup_tz return dl_pack((mktime(timetup), tz_off...
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def authentication_exempt(handler): """Mark the endpoint handler as not requiring authentication. Note: This only applies when the authentication_required_middleware is being used. """ # Can't set attributes directly on a bound method so we need to # wrap it in a function that we ca...
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def main() -> None: """ Calculate and output the solutions based on the real puzzle input. """ data = aocd.get_data(year=2020, day=6) groups = [[set(form) for form in group.split("\n")] for group in data.split("\n\n")] part1 = sum(len(reduce(union, group)) for group in groups) print(f"Part ...
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def make_scan(headers, light_ROI=[0, np.inf, 0, np.inf], curvature=np.array([0., 0., 0.]), bins=1, ADU_per_photon=1, detector='rixscam_centroids', min_threshold=-np.inf, max_threshold=np.inf, background=None): """ Make 4D array of RIXS spectra with structu...
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def print_args(function): """Decorate the given function to print out it's arguments and return val if not None """ @functools.wraps(function) def wrapper(*args, **kwargs): bound_arguments = bind_args(function, *args, **kwargs) print("{name}({call})".format( name=function.__...
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def load_data(cutoff: float) -> DataFrame: """ Loads descriptors and binding data for given cutoff. """ # Load ECIF ecif = pd.read_csv(f'Descriptors/ECIF_{cutoff}.csv') # Load ligand descriptors ligand_descriptors = pd.read_csv("Descriptors/RDKit_Descriptors.csv") # Load binding affinity...
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def phys2digital(mvolts): """ Obtains the digital difference value in the signal that corresponds to a certain physical magnitude variation. """ return mvolts * ADCGain
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def reverse_log_reader(filename, block_size=8192, start_pos=None): """ read log file in reverse order :param filename: filename or stream to parse :param block_size: max block size to examine per loop :param start_pos: start at position in file (None is end of file) :return: generator """ if...
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def data_kg(self,one): """ 添加数据 """ kg=Kg() kg.one(one,one[2])
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def test_run_update(api): """ Verify the ``run_update`` method call """ RUN_ID = 1234 PARAMS = {'param_key': 'param_value'} api._session.request.return_value = RUN1 run = api.run_update(RUN_ID, PARAMS) exp_call = mock.call(method=POST, path=AP['update_run'].format(run_i...
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def resolve_mock_target(target: Any) -> str: """ `mock.patch` uses a str-representation of an object to find it, but this doesn't play well with refactors and renames. This method extracts the str-representation of an object. This method will not handle _all_ kinds of objects, in which case an Att...
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def a_star_dist(start_state: frozenset, end_state: frozenset): """A* algorithm to calculate minimum energy needed to traverse the given states.""" start_node = Node(0, start_state) open_pq = [start_node] g_scores = defaultdict(lambda: math.inf) g_scores[start_state] = 0 while open_pq: cu...
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def get_calc_data(stock_code, s, e, fq='qfq', drop_columns=['code', 'preclose', 'adj'], scaler=['amount', 'volume'], scaler_func=sklearn.preprocessing.MinMaxScaler): """获取计算用数据源 Args: fq: 是否采用复权数据。默认使用前复权。如果不需要复权则传''即可。 stock_code: s...
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def test_checkfile(qtbot): """Check that CheckFile is actually a CheckFile""" check = CheckFile() qtbot.addWidget(check) assert isinstance(check, CheckFile)
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def encode_add_validator_and_reconfigure_script( sliding_nonce: st.uint64, validator_name: bytes, validator_address: AccountAddress ) -> Script: """# Summary Adds a validator account to the validator set, and triggers a reconfiguration of the system to admit the account to the validator set for the syst...
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def get_microphone(): """Return raw data from microphone as Numpy array Default format will be 16-bit signed mono. Format will match audio playback. You must call tick() every frame to update the results from this function. """ glock.acquire() d = gmicdata glock.release() return ...
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def _expand_arrays(raw_variables, old_variables={}, compat='identical'): """Expand a dictionary of variables. Returns a dictionary of Variable objects suitable for inserting into a Dataset._arrays dictionary. This includes converting tuples (dims, data) into Variable objects, converting coordinate...
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def build_and_push_docker_image(args): """docker-py doesn't seem to work, so use subprocess to call Docker""" # This could be configurable, but there isn't much point. HTTP_PORT = 8081 image_name = f"{args.dockerhub_repo}/scpca_portal_api" # Change dir so docker can see the code. os.chdir("../...
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def redundant_peaks(usrdata): """Remove redundant, often ambiguous peaks by keeping the peak with the highest ion score""" peaks = usrdata.sort_values(by="IonScore", ascending=False).drop_duplicates( subset=["SpectrumFile", "SequenceModi", "Charge", "PrecursorArea"] ) peaks["Peak_UseFLAG"] =...
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def getattr_in_module(module_name: str, func_name: str): """ 在某个模块中获取属性 Args: module_name: 模块名 func_name: 属性名 Returns: 属性 """ m = importlib.import_module(module_name) return getattr(m, func_name)
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def file_upload(remote, local): """Uploads the local file to the remote location only if the remote location does not exists or the content are different.""" # FIXME: Big files are never transferred properly! f = file(local, 'rb') content = f.read() f.close() sig = hashlib.sha256(c...
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def codeblock(request): """Parametrized fixture of each convention codeblock.""" return request.param
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def setup(bot: KoalaBot) -> None: """ Loads this cog into the selected bot :param bot: The client of the KoalaBot """ bot.add_cog(IntroCog(bot)) print("IntroCog is ready.")
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def mapreduce(config): """ Submit a new job in the jobstracker using a config class """ # connect to master and submit a config class to # log a new job in the scheduler host = get_host_ip() #try get master_ip from network master_ip = do_broadcast(host, 6666) if not master_ip: r...
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def cp_ls_cholesky_factor_objective(beta_gamma, norb, nthc, cholesky_factor, calcgrad=False): """cholesky_factor is reshaped into (norb, norb, num_cholesky) Cholesky factor B_{ab,x} Least squares fit objective ||B_{ab,x} - \sum_{r}beta_{a,x}beta_{b,x}gamma_{ab,x}|| This function provides the objectiv...
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def get_domains_output(admin_managed: Optional[pulumi.Input[Optional[bool]]] = None, include_unverified: Optional[pulumi.Input[Optional[bool]]] = None, only_default: Optional[pulumi.Input[Optional[bool]]] = None, only_initial: Optional[pulumi.Input[Op...
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def volumes(jukebox_name, slot_id=[], as_object=False, p5_connection=None): """ Syntax: Jukebox <name> volumes Description: Returns a list of all volumes currently loaded in the <name> jukebox. To update the list of the volumes in the jukebox, use the inventory method. Return Values: -On Suc...
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def calculate_psi(cube, cfg): """Calculate temperature variability metric psi for a given cube.""" window_length = cfg.get('window_length', 55) lag = cfg.get('lag', 1) psi_years = [] psis = [] # Moving average for yr_idx in range(cube.shape[0] - window_length): slc = slice(yr_idx, y...
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def _get_product_features(x: torch.Tensor, y: torch.Tensor) -> torch.Tensor: """ Get outer product of 2 tensors along the last dimension. All dimensions except last are preserved. The last dimension is replaced with flattened outer products of last-dimension-vectors from input tensors This is a...
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def test_x2sys_cross_region_interpolation_numpoints(mock_x2sys_home): """ Test that x2sys_cross's region (R), interpolation (l) and numpoints (W) arguments work. """ with TemporaryDirectory(prefix="X2SYS", dir=os.getcwd()) as tmpdir: tag = os.path.basename(tmpdir) x2sys_init(tag=tag,...
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def test_find_nth_double_positive(): """ Make sure that... """ # Arrange search_in = "abc def abc" search_for = "abc" nth = 2 expected_output = 8 # Act actual_output = ParserHelper.find_nth_occurrence(search_in, search_for, nth) # Assert assert expected_output == actua...
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def resume_job(args, wording): """ used by fg and bg to resume a job either in the foreground or in the background. """ _clear_dead_jobs() if len(tasks) == 0: return "", "There are currently no suspended jobs" if len(args) == 0: tid = tasks[0] # take the last manipulated task b...
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def drop_me(message): """This function removes user/chat id into a database. Parameters ---------- message : telebot.types.Message The message object. Returns ------- msg : str User/Chat alert list addition/removal. """ helpers.start_connection().query(""" DELETE FROM `mooncake-304003.misc.ps5-broa...
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def summaries_with_matching_keyword(keyword, summary_dir): """Yields summary protos matching given keyword from event file.""" event_paths = tf.io.gfile.glob(os.path.join(summary_dir, 'events*')) for event in tf.compat.v1.train.summary_iterator(event_paths[-1]): if event.summary is not None: for va...
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def cmpd_to_pt(cmpd, els): """ Args: cmpd (str) - chemical formula els (list) - ordered list of elements (str) in triangle (right, top, left) Returns: (x, y) for compound """ tri = [CompAnalyzer(cmpd).fractional_amt_of_el(el) for el in els] return triangle_to_square(...
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