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def helicsPublicationPublishBytes(pub: HelicsPublication, data: bytes): """ Publish raw data from a char * and length. **Parameters** - **`pub`** - The publication to publish for. - **`data`** - A pointer to the raw data. """ if HELICS_VERSION == 2: f = loadSym("helicsPublicationPu...
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def _step(context, element, coordinate, thing, ruler, rulerWidth): """ :type context: HackedContext """ scaleFactor = scaling_factor(context, ruler, rulerWidth) measuredItem = context.driver.simple_find(thing) actualCoord = int(measuredItem.location[coordinate] / scaleFactor) item = conte...
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def weighted_correlation_rank(x, y, wt): """Calculatees the weighted spearman rank correlation""" from scipy.stats import rankdata x = rankdata(x) y = rankdata(y) return weighted_correlation(x, y, wt)
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def main(): """Numpy array is accessed as (r, c) while a point is (x, y). The code follows (r, c) convention everywhere. Hence, be careful whenever using a point with opencv. Takes one command line argument: Folder that has the environment and config. """ folder = sys.argv[1] image = f...
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def get_auth(api_key_id=None, api_key_path=None, region=None, api_url=None, seer_auth=None, use_email=None, email=None, password=None, timeout=None): """ Get the correct Auth implementation based on passed parameters and the existence of config files. If seer_auth is passed, it will be use...
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def test_tapped_rock(): """ Test tapped_rock static method """ for cost,mana in zip(range(4), range(4)): spell = Card.tapped_rock(cost, mana) assert spell.land is False assert spell.cost == cost assert spell.mana_sequence == Sequence.repeat(mana).prefixed_by([0]) ...
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def riFromCSI(csi: str) -> str: """ Get the ri from an CSEBase resource by its csi. """ if (res := resourceFromCSI(csi)) is None: return None return cast(str, res.ri)
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async def test_uses_loop_provided_by_custom_policy(): """Asserts that test cases use the event loop provided by the custom event loop policy""" assert type(asyncio.get_event_loop()).__name__ == "TestEventLoop"
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def run_parser() -> None: """ Function to collect command line arguments. Construct main object with correct set of parameters. """ parser = ArgumentParser(description='Emerge in temporary RAM disk') parser.add_argument('-s', '--size', action='store', dest='size', default='4G', help='Size or RA...
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def plot_uvj_cluster(groupID, axis_obj='False'): """given a groupID, plot the UVJ diagram of the composite and all galaxies within cluster Parameters: groupID (int): ID of the cluster to plot axis_obj (matplotlib axis): If given an axis, don't make a new figure - just plot on the given axis Return...
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def func_ord(): """ ord(c) takes string of length one and return integer representing the Unicode code point or value of byte when c is an 8-bit string. Examples: ord('Z'), ord(u'\u2020') """ print 'A and z = {} and {}'.format(ord('A'), ord('z')) print "u'\u3030' = {}".format(ord(u'\u3030'))
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def solr(request): """ Displays ils view for the MARC Batch App """ APP['view'] = 'solr' return direct_to_template(request, 'marc_batch/solr.html', {'app':APP, 'institution':INSTITUTION})
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def process_failed(returncode, stdout): """Return True if the process failed.""" if returncode != 0: return True if 'badly_formatted' in stdout: return True return False
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def init(): """ Set world coordinates and call drawRecTree, prints the total length of tree branches - :pre: (relative)pos (0,0), heading(east), pen down :post: (relative)pos (0,0), heading(east), pen up :return: None """ turtle.setworldcoordinates(-WINDOW_LENGTH / 2, -WINDOW_LENGTH / 2,...
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def main(vtktype='vts'): """ メイン Args: vtktype : vtk ファイルの種類を指定する.(vts | vtr) """ calc_range = 1.0 # 計算範囲 -calc_range から calc_range nsamples = 200 # 分割数 k = 1/(4 * const.pi * const.epsilon_0) charge = [ {'q': -1.0, 'px': -0.2, 'py': 0.0, 'pz': 0.0}, {...
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def find_co_double_bonds(atoms, mol): """ looking for R | C=O | R """ CO_list = [] for _ in range(len(atoms)): name = atoms[_].get_atom_name() if name != 'C': continue nghs_c = atoms[_].get_ngh() nums_c, nghs_list_c = pa...
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def p2b_list_point2D(pylist, dtype): """ Converts a python list of feature descriptors stored in 64bit floats into a BoofCV compatible format :param pylist: Python list of 2d points :type pylist: list[(float,float)] :return: List of 2d points in BoofCV format """ java_list = gateway.jvm.java...
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def plot_example_for_colormap(name, colorpath, outdir='./'): """Create plots of given color map using python.""" logger.info("Plotting example for '%s'", name) fig = plt.figure(1) axis = fig.add_axes([0.1, 0.3, 0.5, 0.5]) np.random.seed(12345678) data = np.random.randn(30, 30) psm = axis.pco...
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def transform_coords(c1, c2, out=None): """Return Coordinates by applying c1 to c2 from the left Parameters ---------- c1 : skrobot.coordinates.Coordinates c2 : skrobot.coordinates.Coordinates Coordinates c3 : skrobot.coordinates.Coordinates or None Output argument. If this valu...
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def compare_fiff(fname_1, fname_2, fname_out=None, show=True, indent=' ', read_limit=np.inf, max_str=30, verbose=None): """Compare the contents of two fiff files using diff and show_fiff. Parameters ---------- fname_1 : str First file to compare. fname_2 : str Se...
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def interp1(x, xdata, ydata, silent=0): # --DC """DETERMINES y AS LINEAR INTERPOLATION OF 2 NEAREST ydata""" SI = argsort(xdata) # NEW numpy's take IS ACTING FUNNY # NO DEFAULT AXIS, MUST BE SET EXPLICITLY TO 0 xdata = xdata.take(SI, 0).astype(float).tolist() ydata = ydata.take(SI, 0).astype(fl...
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def wrap_in_list(maybe_sequence:Any) -> Sequence: """ If `maybe_sequence` is not a sequence, then wrap it in a list See :func:`pyllars.validation_utils.is_sequence` for more details about what counts as a sequence. Parameters ---------- maybe_sequence : typing.Any An object which m...
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def evaluate_quadratic(J, g, s, diag=None): """Compute values of a quadratic function arising in least squares. The function is 0.5 * s.T * (J.T * J + diag) * s + g.T * s. """ if s.dim() == 1: Js = J.mv(s) q = Js.dot(Js) if diag is not None: q += s.dot(s * diag) e...
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def all_in_any(a, b): """return true if every item of 'a' is found inside 'b' else return false """ if len([x for x in a if x in b]) == len(a): return True else: return False
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def _get_upgrader_impl(service): """ Instantiate the MagmaUpgrader implementation to be used for magmad, as specified in the service YML config. Args: service (MagmaService): magmad service Returns: magma.magmad.upgrade.upgrader.Upgrader: specified upgrader instance """ # G...
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def apply_stack(initial_msg): """ Execute the effect stack at a single site according to the following scheme: 1. For each ``Messenger`` in the stack from bottom to top, execute ``Messenger._process_message`` with the message; if the message field "stop" is True, stop; ...
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async def check_name_and_abbreviation( db, ref_id: str, name: Optional[str] = None, abbreviation: Optional[str] = None ) -> Union[bool, str]: """ Check is a otu name and abbreviation are already in use in the reference identified by `ref_id`. Returns a message if the ``name`` or ``abbreviation`` are alr...
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def get_test_data(suite): ############################################################################### """ For a given suite, returns (inherit, time, share, tests) """ raw_dict = _ALL_TESTS[suite] for key in raw_dict.keys(): expect(key in ["inherit", "time", "share", "tests"], "Unexpected...
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def slafbfiles(date): """Observation file locator stub .. note:: User-specified stub :param date: The verification date in string format ``'%Y%m%d'`` :returns: List of files """ files = ['slafb.nc'] return files
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def test_add_same_input(): """ Check that adding two inputs with the same key raises and error """ base_filter = BaseFilterTester() base_filter.add_input("key", 1) with pytest.raises(FilterInputKeyError): base_filter.add_input("key", 2)
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def eager_setup(): """ it eables an eager execution in tensorflow with config that allows us to flexibly access to a GPU from multiple python scripts :return: """ config = tf.compat.v1.ConfigProto(allow_soft_placement=True, intra_op_parallelism_threads=1, ...
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def quick_sort(the_list, start=0, end=None): """ Sort a segment defined by the `start` and `end` indices of `the_list` by the Quick Sort algorithm. """ if end is None: end = len(the_list) - 1 # Base case: do nothing if the list has just one element / is empty if end <= start: ...
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def plot_roc_curve(y_true, y_score, size=None): """plot_roc_curve.""" false_positive_rate, true_positive_rate, thresholds = roc_curve( y_true, y_score) if size is not None: plt.figure(figsize=(size, size)) plt.axis('equal') plt.plot(false_positive_rate, true_positive_rate, lw=2, ...
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def main(): """ Actual program execution starts from this function """ try: # Starting point of script dir_path = os.path.abspath(os.path.dirname(__name__)) # enable compute.googleapis.com print("Enabling compute.googleapis.com service...") subprocess.run(COMPUTE_...
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def expansionhunter_unclear_expected(): """:return: Returns dictionary with expected results for ExpansionHunter - UNCLEAR.""" return { "AR": ( "Unclear - repeat AR observed outside defined ranges (34/37). " "Normal range: 9 - 35. Expansion range: 38 - 62." ), "FM...
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def create_temporay_element_type(name, attrs=()): """ """ if not attrs: bases = (TemporarySingleValueInternalElement,) else: if 'codeinfo' not in attrs: attrs = tuple((*attrs, 'codeinfo')) bases = (namedtuple(f'_{name}Base', attrs), TemporaryInternalElement) retur...
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def enrich_url(base_url, client_doc) -> str: """ Add payment form API parameters for this client. """ url = base_url params = '' cl_name = make_client_name(client_doc, include_title=False) cl_street = client_doc.get('address', {}).get('street', ' ') cl_city = client_doc.get('address', {}...
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def under_pebble(_function): """ decorator to spin up an external pebble server """ @wraps(_function) def _wrapper(*args, **kwargs): log.info("`pebble`: spinning up") log.info("`pebble`: PEBBLE_CONFIG : %s", PEBBLE_CONFIG) res = None # scoping with psutil.Popen( ...
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def test_goannot_for_all_species_exists(): """ Test GO Annotation for Expected Species Exists Not used for SARS-CoV-2. """ query = """MATCH (s:Species)--(g:Gene)-[hp:ANNOTATED_TO]-(got:GOTerm) RETURN count(distinct s) AS counter""" result = execute_transaction(query) for reco...
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def test_single_ssh_command_with_missing_ssh_binary( _mock_which: Mock, c8yserver: FixtureCumulocityAPI, env: Environment ): """Execute command via ssh then exit""" @responses.activate def run(): serial = "ext-device-01" c8yserver.simulate_pre_authenticated(serial) runner = Cli...
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def destroy_stack(stack_id): """ """ try: stack = Stack.objects.get(id=stack_id) stack.set_status(destroy_stack.name, Stack.DESTROYING, 'Performing final cleanup of stack.') hosts = stack.get_hosts() if hosts.count() > 0: stack.set_status...
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def bind_raw(func: Callable[[bytes], HTTPHandler]) -> HTTPHandler: """Executes passed `func` on request body. Args: func (Callable[[bytes], HTTPHandler]): to run on request body. """ @handler def _handler(nxt: HTTPFunc, ctx: HTTPContext) -> Future[HTTPContext | None]: handle = (Pip...
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def GetTask(task_guid, service_guid): """ Retrieve the detail of a task It is handler for GET /services/<service_guid>/task_list/<task_guid> """ return handlers.GetTaskHandler(task_guid, service_guid)
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def partially_decrypt( guardian_keys: ElectionKeyPair, elgamal: ElGamalCiphertext, extended_base_hash: ElementModQ, nonce_seed: ElementModQ = None, ) -> Tuple[ElementModP, ChaumPedersenProof]: """ Compute a partial decryption of an elgamal encryption :param elgamal: the `ElGamalCiphertext` ...
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def del_item(config_data, config_data_map, key): """ """ for i, x in enumerate(config_data): if x[0] == ITEM and x[1] == key: config_data[i] = (COMM, "#%s = %s" % (x[1], x[2])) if key in config_data_map: del config_data_map[key]
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def check_lowercase_prefix(node: ir.Node, module_prefixes: ModulePrefixLookup) -> bool: """check that node starts with the lower-case module prefixed followed by an underscore.""" if node.Name: for file in containing_modules(node): if file in module_prefixes: if not node....
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def count_params(text): """Return number of parameters.""" return len(parse.parse_qs(text))
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def broadcast(msg, prefix=""): # prefix is for name identification. """Broadcasts a message to all the clients.""" for sock in clients: sock.send(bytes(prefix, "utf8") + msg)
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def test_predict_only_one_or_minus_one(estimator, build_dataset, with_preprocessor): """Test that all predicted values are either +1 or -1""" input_data, _, preprocessor, _ = build_dataset(with_preprocessor) estimator = clone(estimator) estimator.set_params(preprocessor=pr...
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def GetJobDirFlag(upload_help=True, allow_local=False): """Get base.Argument() for `--job-dir`. If allow_local is provided, this Argument gives a str when parsed; otherwise, it gives a (possibly empty) ObjectReference. Args: upload_help: bool, whether to include help text related to object upload. O...
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async def test_get_auth_qrcode(api: TalkApi): """`getAuthQrcode`のテストコード この関数で実際にAPIとの疎通が出来るか確認する """ res = await api.getAuthQrcode(FContext(), False, "pyne", False) assert bool(res)
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def get_cl_source(name): """Get the source code for a openCL source file located in the chroma cuda directory at src/[name].""" with open('%s/%s' % (srcdir, name)) as f: source = f.read() return source
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def verify_layout_signatures(layout_metablock, keys_dict): """ <Purpose> Iteratively verifies the signatures of a Metablock object containing a Layout object for every verification key in the passed keys dictionary. Requires at least one key to be passed and requires every passed key to find a vali...
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def beam2pix(header): """ Calculate the beam to pixel conversion ratio, which is used to convert between Jy/beam and Jy. Parameters ---------- header : fits header The header of the data. Returns ------- b2p : float The ratio of the beam size to the pixel size. ...
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async def del_sudo_cmd(message: Message): """ delete sudo cmd """ if '-all' in message.flags: sudo.COMMANDS.clear() await asyncio.gather( SUDO_CMDS_COLLECTION.drop(), message.edit("**SUDO** cmds cleared!", del_in=5)) return cmd = message.filtered_input_str ...
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def prepare_bxsf_for_skeaf( in_fhandle, out_fhandle, band_to_keep, shift_fermi=0.0, verbose=False, print_minmax=False, ): """ SKEAF wants: - a single band - we're going to filter it - expected units are different!!! - It expects Ry instead of eV. This does not matter for th...
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def main(argv, stdout, environ): """Program main entry point.""" if sys.version_info < (3, 0): reload(sys) sys.setdefaultencoding("utf8") parser, args = parse_args(argv) logging.basicConfig( format="[%(asctime)s] %(levelname)-8s %(message)s", datefmt="%m/%d %H:%M:%S", ...
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def add_user_favorites(itemid): """ Add item to user's favorite list. Args: itemid (int) – item id Status Codes: 201 Created – when favorite successfully created """ path = '/users/{}/favorites'.format(userid()) data = {'itemid': itemid} return post(path, data, auth=Tr...
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def test_search_based_stream_should_not_attempt_to_get_more_than_10k_records(requests_mock, common_params, fake_properties_list): """ If there are more than 10,000 records that would be returned by the Hubspot search endpoint, the CRMSearchStream instance should stop at the 10Kth record """ respons...
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def have_a_chat(): """ Main function used to run our chatbot. Partially used code and comments from A3. """ greeting_msg = '''Welcome to the Steam charts bot! I love to track the data on all of the top 500 games people are playing right now on Steam!!! Input a video game that is avaliable on Steam....
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def decode_varint(stream: BytesIO) -> int: """ Decode bytes into int """ shift = 0 result = 0 while True: i = _read_one(stream) result |= (i & 0x7F) << shift shift += 7 if not (i & 0x80): break return result
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def get_linguist_projects(args, default_all=False): """ Get Linguist Projects """ worktree = get_linguist_worktree(args) project_args = args.projects pml_paths = list() project_names = list() for arg in project_args: if arg.endswith(".pml"): pml_paths.append(qisys.sh.to_nativ...
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def parse_opts_args(argv): """ parse options and arguments """ usage = "USAGE: find_class.py [options] class_name [[class_name] ...]" p = OptionParser(usage=usage) p.add_option('-v', '--verbose', dest='verbose', action='count', default=0, help='verbose output. specify twice for debug-l...
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def bucketcall(queryfield="", name="", title="", sortby="", lastnamefirst=False, infotext="", description="", query="", alphabetical=False, insert_entries=None, page_url=""): """Bucket call helper.""" q_data = {"buckets": "%s.bucket" % queryfield} if query: q_data["q"] ...
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def brute_force_mscs(seq: list) -> tuple: """Brute-force approach to compute the sum of all subsequences of seq. There are n + (n - 1) + (n - 2) + ... + 1 different subsequences. Time complexity: O(n³).""" _sum = _max = seq[0] start = end = 0 for i in range(0, len(seq)): for j in ran...
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def with_metaclass(meta, *bases): """Create a base class with a metaclass.""" # This requires a bit of explanation: the basic idea is to make a # dummy metaclass for one level of class instantiation that replaces # itself with the actual metaclass. Because of internal type checks # we also need to make sure that ...
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def cli(ctx, todoist_api_key, tw_config_file, debug): """Manage the migration of data from Todoist into Taskwarrior. """ ctx.ensure_object(Ctx) # Configure Todoist with API key and cache ctx.obj.todoist = TodoistAPI(todoist_api_key, cache=gateways.TODOIST_CACHE) ctx.obj.td = gateways.Todoist(todois...
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def expand_files( files: List[Path], extension: Union[str, List[str]] = ".sql", base_path: Path = Path("."), ) -> List[Path]: """ Expands the list of files or folders, with all SQL files in a folder as seperate files. """ if isinstance(extension, str): extensions = [extension] ...
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def generate_launch_description(): """Launch file for gritsbot in Gazebo.""" # Get input arguments input_args = get_args() pos_y = '1.45' neg_y = '-1.45' def_z = '0.91' x_val = [ 0.3 * -1, 0.3 * -2, 0.3 * -3, 0.3 * -4, 0.3 * -5, 0.3 * 0.0, 0.3 * 1, 0.3 * 2, 0.3 * 3, ...
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def mywalk(top, noparallel=False, skipdirs=['.snapshot',]): """ returns subset of os.walk """ if noparallel: for root, dirs, files in os.walk(top,topdown=True,onerror=walkerr): for skipdir in skipdirs: if skipdir in dirs: dirs.remove(skipdir) # don'...
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def f1_score_missing(y_true, y_pred, individual=False, micro=False): """ Compute the f1 score, accounting for missing labels in `y_true`. """ assert not (individual and micro) assert y_true.shape == y_pred.shape assert len(y_true.shape) == 2 if micro: # average over attributes usi...
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def sim1(x_0, v_0, N): """ Driver routine for RK4 integration and file output for SHM """ E0 = 0.5*x_0**2+0.5*v_0**2 te = 4*math.pi ts = 0.0 h = (te-ts)/float(N) t = ts; x = x_0 v = v_0 while (t < te): #Write the old values to file de = 0.5*x**2+0.5*v**2 ...
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def load_ply(ply_fpath: _PathLike) -> np.ndarray: """Load a point cloud file from a filepath. Args: ply_fpath: Path to a PLY file Returns: arr: Array of shape (N, 3) """ data = pyntcloud.PyntCloud.from_file(os.fspath(ply_fpath)) x = np.array(data.points.x)[:, np.newaxis] y = ...
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def setup(): """Not yet implemented""" #TODO split it in 3 different methods pass
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def run(connection, reporter, object_list): """Run the reporter :class Reporter: for the give object list :class CheckObjectList:""" xml = Marshal().serialize(object_list) resp = connection.execute('POST', object_list.objtype.basepath, accept=CheckReportList.objtype.mimetype,...
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def horizontal_flip(image_data, output_encoding=PNG): """Flip the image horizontally. Args: image_data: str, source image data. output_encoding: a value from OUTPUT_ENCODING_TYPES. Raises: Error when something went wrong with the call. See Image.ExecuteTransforms for more details. """ ima...
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def test_swath_bathymetry_summary_count(file_info): """Test the header record count.""" assert file_info[8].record_count == 1
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def split_page(encoded_inputs, max_seq_len=512): """ truncate is often used in training process """ for key in encoded_inputs: encoded_inputs[key] = paddle.to_tensor(encoded_inputs[key]) if encoded_inputs[key].ndim <= 1: # for input_ids, att_mask and so on encoded_inputs[key...
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def _intToColor(color_number): """ legacy color support for converting integers to color objects based on the cadnano 2 file format Args: color_number (int): integer value of a RGB color Returns: Color: the :class:`Color` object """ return Color('#%0.6x' % (color_number))
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def test_points(): """Test points of different styles with/without label and different label positions""" coordinate_system = cartesius.CoordinateSystem(bounds=(-.5, 5, -.5, 5)) # Without labels: coordinate_system.add(elements.Point((1, 4), style='.')) coordinate_system.add(elements.Point((2, 4), s...
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def obter_todas(possui_oferta: bool = None) -> dict: """Consulta a lista de todas as categorias que possuem ofertas dos lojistas parceiros da Lomadee. Parameters ---------- possui_oferta: bool, optional Quando "true" retorna apenas categorias que possuem ofertas. Returns ------- di...
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def construct_M_h(tsp,H,dt,Stim): """ Performs preliminary processing of the spike trains, and returns the matrix corresponding to the post-spike filter. Parameters ---------- Stim : array_like Stimulus. tsp : array_like Spike ti...
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def post_save_category(sender, instance, **kwargs): """Remove associated data imports when the category gets deleted.""" if instance.status == 'deleted': DataImport.objects.filter(category=instance).delete()
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def vdowham(eta, vel_entrain, e_eff, r_eff): """ Calculate the velocity parameter of the contact problem according to Dowson-Hamrock. Parameters ---------- eta: ndarray, scalar The dynamic viscosity of the lubricant. vel_entrain: ndarray, scalar The entrainment velocity of ...
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def rotate(set_of_points, pivot, rotation_matrix): """ set_of_points: numpy.matrix pivot: tuple(x, y, z) rotation_matrix: numpy.matrix """ return kb.translate(kb.translate(set_of_points, [-i for i in pivot])*rotation_matrix, pivot)
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def get_index_from_tags(session, tags): """ Construct a ModuleIndex object from the contents of the provided tags. :param session: A Koji session :param tags: A set of Koji tags from which module metadata should be pulled :return: A ModuleIndex object. Raises an exception if any of the retrieved...
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def model_fn_builder(config): """Build the model for training.""" def model_fn(features, labels, mode, params): """Build the model for training.""" model = PretrainingModel(config, features, mode == tf.estimator.ModeKeys.TRAIN) print("Model is built!") tvars = tf.traina...
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def set_content_type(headers, name): """根据文件名在headers里设置Content-Type。如果headers中已经存在Content-Type,则直接返回。""" headers = headers or {} if 'Content-Type' in headers: return headers content_type = content_type_by_name(name) if content_type: headers['Content-Type'] = content_type retu...
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def split_folds(X_train, y_train, num_folds): """Split up the training data into `num_folds` folds. The goal of the functions is to return training sets (features and labels) along with corresponding validation sets. In each fold, the validation set will represent (1/num_folds) of the data while the tr...
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def compute_convergence(output, output_prev): """ Compute the convergence by comparing with the output from the previous iteration. The convergence is measured as the mean of a XOR operation on two vectors. Parameters ---------- output, output_prev : np.ndarray Current and previous...
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def folder_creator(path): """Create a folder with given path if it doesn't exists.""" if not os.path.exists(path): os.makedirs(path)
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def disconnect_rest_handler(remote, *args, **kwargs): """Handle unlinking of remote account.""" _disconnect(remote, *args, **kwargs) redirect_url = current_app.config['OAUTHCLIENT_REST_REMOTE_APPS'][ remote.name]['disconnect_redirect_url'] return response_handler(remote, redirect_url)
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def cmake_main(): """ cmake构建工具入口函数 :return: None """ # 构建类型 build_type = "Unknown" # 打包类型 pack_bin_type = False pack_src_type = False # 测试类型 test_type = False # cmake检查 cmake_check = False # 生成命令行 generate_arguments = ['cmake', '-S', '.', '-B', 'build'] ...
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def viewData(): """ displays data from the database """ con = sqlite3.connect("library.db") cur = con.cursor() cur.execute("SELECT * FROM book") row = cur.fetchall() con.close() return row
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def get_sites(vs30_values: List, rrup_values: Dict): """Creates a dictionary pair of a different Vs30 and Sites Parameters ---------- vs30_values: List list of Vs30s rrup_values: Dict dictionary of Rrups np.ndarray """ # sites = {vs30: [] for vs30 in vs30_values} sit...
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def test_algorithm(func, size=20, max=0): """ RUNS GIVEN FUNCTIONS AND OUTPUTS ANALYSIS ARG func = NAME OF ALGORITHM FUNCTION ARG size = SIZE OF INPUT ARG max = MAX INPUT VALUE """ import sorting import timeit ## ARRAY CREATION a = random_array(size, max) print("INPUT ARRAY:"...
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def get_reconstruction_models_and_pred_dir(prefix, should_create=True, start_dir=None, previous_purchases=None) -> str: """ Create the output directory containing reconstruction output :param prefix: prefix :param should_create: should we create the directory or not :param start_dir: the starting direc...
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def part_2(): """ Returns either a bool or an int. The bool is returned if no end is found in the instructions. The int is the value in the accumulator before termination. """ found_end = False for i, instruction in enumerate(INSTRUCTIONS): if instruction[0] == "nop": INSTRUC...
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def categorical(molecules, threshold, output_dir, plot_suffix): """ Categorical scatter plot of all molecules in dictionary. """ dx = 0.15 fig, ax = plt.subplots(figsize=(5, 5)) for name in molecules: out_file = ( f"{output_dir}/" f"{name.replace(' ', '_').replac...
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def _get_school_options_for_a_b_for_most(): """Get the educ_options starting March 15th until April 5th. Situation: - BY: - source: https://bit.ly/3lOZowy - <50 incidence: normal schooling - 50-100 incidence: A/B schooling - >100 incidence: distance for all except graduatio...
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