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def _date_index(config): """Returns a pandas.DatetimeIndex for the given config, based on the values of the options daily, monthly, year, month, day, dayofyear, latest, all, and median. For a median config, the base index is a single leap year; otherwise, the base index is a date index from the beg...
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import os import warnings def get_key(dotenv_path, key_to_get): """ Gets the value of a given key from the given .env If the .env path given doesn't exist, fails """ key_to_get = str(key_to_get) if not os.path.exists(dotenv_path): warnings.warn("can't read %s - it doesn't exist." % do...
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def secret_exponent_to_wif(secret_exp, compressed=True, is_test=False): """Convert a secret exponent (correspdong to a private key) to WIF format.""" d = private_byte_prefix(is_test) + to_bytes_32(secret_exp) if compressed: d += b'\01' return b2a_hashed_base58(d)
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def create_host(ec2_conn, ipa_client, image_id, count, domain, secgroup_ids, instance_type, subnet, disk, instance_vars, role=None, instance_profile=None, hostgroups=None, hostname=None, ip_address=None, eni=None, key=None, tags=None, spot=False, ...
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import os def extractAll(fname, notwilight=True): """ extra data on all exposures from surveysim output no cosmics split adds 20% to margin total BGS time: 2839 hours total BGS minus twilight: 2372 assuming 7.5 deg^2 per field assumiong 68% open-dome fraction """ total_hours = 2839 ...
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def check_new_labels_var(self, labels_df): """Check the new annotations labels, then set the labels_df index""" if labels_df is None or labels_df.empty: return labels_df.index = self.get_var_index() if labels_df.index.name is None: labels_df.index.name = "index" # all labels must h...
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def ajax_delete_widget(request): """ Delete single widget """ if request.is_ajax(): if request.method == 'POST': widget_id = request.POST.get('widget_id', 0) if widget_id: delete_widget(widget_id) return HttpResponse(simplejson.dumps({'status':'succes...
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from pathlib import Path async def post_pack_response(repo_path: Path, pack_type: str) -> Response: """ Make the response for handling exchange pack responses, uses 'BODY_TIMEOUT' for a timeout of a request. A matching route should be: '/<repo_name>.git/<pack_type>'. :param repo_path: Path t...
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def api_login_view(request): """ Login a user based on some credentials. POST with HTTPS: args that correspond to credentials passed to the authentication backends. """ if request.method != 'POST': return render_error(request, __ERROR_NOT_ALLOWED, 405) if not request.is_secure() and not...
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def get_geocoder_normalized_addr(address, addr_keys=ADDRESS_KEYS): # type: (Union[Mapping, str], Optional[Sequence]) -> dict """Get geocoder normalized address parsed to dict with addr_keys. :param address: string or dict-like containing address data :param addr_keys: optional list of address keys. sta...
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from typing import Dict from typing import Union from typing import List import csv def _read_csv(filepath: str, kwargs: Dict) -> Union[List, Dict]: """See documentation of mpu.io.read.""" if "delimiter" not in kwargs: kwargs["delimiter"] = "," if "quotechar" not in kwargs: kwargs["quotech...
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import torch def bbox_iou(box1, box2, x1y1x2y2=True): """ 计算IOU """ if not x1y1x2y2: b1_x1, b1_x2 = box1[:, 0] - box1[:, 2] / 2, box1[:, 0] + box1[:, 2] / 2 b1_y1, b1_y2 = box1[:, 1] - box1[:, 3] / 2, box1[:, 1] + box1[:, 3] / 2 b2_x1, b2_x2 = box2[:, 0] - box2[:, 2] / 2, b...
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import os def tsdb_query(query, profile): """Perform a query using the tsdb commandline program. The query argument to this function is used as the value of the tsdb -query argument and the profile argument to this function is used as the value of the tsdb -home argument.""" env = dict(os.environ)...
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def points_extraction(images, nx, ny): """ perform the extraction of object points and image points :param images: list of images :param nx: the number of inside corners in x :param ny: the number of inside corners in y :return: object points, image points and retvalues """ # Arrays to ...
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def auto_delete_file_on_change(sender, instance, **kwargs): """ Deletes old file from filesystem when corresponding `Profile` object is updated with new file. """ if not instance.pk: return False try: old_avatar = Profile.objects.get(pk=instance.pk).avatar except Profile...
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def get_user_id(username): """Convenience method to look up the id for a username.""" rv = User.query.filter_by(username=username).first() return rv.user_id if rv else None
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def clean_toc(toc: str) -> str: """Each line in `toc` has 6 unnecessary spaces, so get rid of them""" lines = toc.splitlines() return "\n".join(line[6:] for line in lines)
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def separate_means_and_sigma(O: np.ndarray, D: int): """ Retreive means and sigma from the outputted O matrix of emission probabilities """ flat_sigma = O[D:] assert len(flat_sigma) == D*(D + 1) // 2 return O[:D], flat_sigma
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import pickle def pickle_load(file_path): """ data = pickle_load(file_path) Load data from a pickle dump file inputs: file_path: str, path of the pickle file output: data: python object """ with open(file_path, 'rb') as file_ptr: data = pickle.load(file_ptr) r...
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import json async def account_add(request : VueRequest): """ 添加用户的接口 :param: :return: str response: 需要返回的数据 """ try: response = {'code': '', 'message': '', 'data': ''} request = rsa_crypto.decrypt(request.data) request = json.loads(request) username = req...
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import socket def port_available(port): """ Check is port sent available currently. :return: {Tuple} """ status = False error = {} with closing(socket.socket(socket.AF_INET, socket.SOCK_STREAM)) as s: try: s.bind(('0.0.0.0', port)) status = True exce...
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def vtk_points_to_polyline(vtk_points): """ creates a polyline, creating lines along point path :param vtk_points: :return: """ lines = vtk.vtkCellArray() for k in range(vtk_points.GetNumberOfPoints() - 1): line = vtk.vtkLine() line.GetPointIds().SetId(0, k) line.Ge...
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def getLayerThicknesses(vessel): """returns a dataframe with thicknesses of each layer along the whole vessel""" thicknesses = [] columns = ['lay{}_{:04.1f}'.format(i, angle) for i, angle in enumerate(getAnglesFromVessel(vessel))] for layerNumber in range(vessel.getNumberOfLayers()): vesselLayer...
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from typing import List def get_transcription_files_by_dataset( dataset: str, transcription_folder: str ) -> List[str]: """return paths of transcriptions from the given data set and the path of all of transcriptions""" train_set = get_data_list(f"splits/{dataset}") transcription_train_set = list( ...
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def versiontuple(v): """Return the version as a tuple for easy comparison.""" return tuple(int(x) for x in v.split("."))
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def validate_aliases(aliases): """Checks that each alias remains unique when converted to a valid filename.""" return len(set(get_valid_filename(s) for s in aliases)) == len(aliases)
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def apps(app_id=None): """Returns marathon apps together with corresponding tasks :param str app_id: application id """ marathon_addresses = _addresses() return _apps(marathon_addresses, app_id)
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import re def find_checksum(s): """Accepts a manifest-style filename and returns the embedded checksum string, or None if no such string could be found.""" m = re.search(r"\b([a-z0-9]{32})\b", s, flags=re.IGNORECASE) md5 = m.group(1).lower() if m else None return md5
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def data_null_check(df): """Prints out nulls of dataframe into a nice data frame format""" if type(df) == pd.core.frame.DataFrame: return df.isnull().sum()
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def sum_up_nums(*nums): """(int or float) -> int or float Adds up as many numbers(separate arguments) as the caller can supply. Returns the sum of <*nums> """ cntr = 0 # Init sum zero for num in nums: cntr += num return cntr
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from typing import Tuple from typing import List def _generate_random_example_for_one_session_and_one_marker( rng: np.random.Generator, ) -> Tuple[List[EventMetaData], List[int]]: """Generates a random marker extraction result for a single session and marker. Args: rng: a random number generator ...
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def real_rowcol_in_hunk(hunk, relative_rowcol): # type: (str, RowCol) -> Optional[RowCol] """Translate relative to absolute row, col pair""" hunk_lines = split_hunk(hunk) if not hunk_lines: return None row_in_hunk, col = relative_rowcol # If the user is on the header line ('@@ ..') pre...
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def load_mrs_rsrf_file( filename ): """ Reads RSRF parameters from binary FITS table. """ # Read the RSRF data from file try: hdulist = pyfits.open(filename) fits_hdr_prim = hdulist[0].header fits_hdr_ext = hdulist[1].header #fitsdata = hdulist[1].data[0] ...
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import json def recipe(index): """ Return (GET) or delete (DELETE) one recipe """ try: if request.method == 'GET': return Response( json.dumps(recipebook.recipes[index].to_json_dict()), mimetype="application/json") elif request.method...
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def eval_numerical_gradient_blobs(f, inputs, output, h=1e-5): """ Compute numeric gradients for a function that operates on input and output blobs. We assume that f accepts several input blobs as arguments, followed by a blob into which outputs will be written. For example, f might be called like this: ...
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from re import S def poly_half_gcdex(f, g, *symbols): """Half extended Euclidean algorithm. Efficiently computes gcd(f, g) and one of the coefficients in extended Euclidean algorithm. Formally, given univariate polynomials f and g over an Euclidean domain, computes s and h, such that...
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def find_message(file_content): """Implmentation for Part 1.""" point_system = LightPointSystem(_parse_entry(entry) for entry in file_content) total_area = point_system.get_area() seconds = 0 while True: point_system.step_forward() new_area = poin...
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import collections def get_convert_rgb_channels(channels_info): """Get first available RGB(A) group from channels info. ## Examples ``` # Ideal situation channels_info: { "R": ..., "G": ..., "B": ..., "A": ... } ``` Result will be `("R", "G", "B", "A")`...
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def create_choice(question, choice_text ): """ Creates a choice for question. """ return Choice.objects.create(question=question, choice_text=choice_text)
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def GenerateTests(): """Generate all tests.""" filelist = [] ii = 0 for iTarget in range(len(_TARGETS)): for iFilter in range(len(_FILTERS)): for iFunc in range(len(_COMPARE_FUNCS)): item = _TARGETS[iTarget] + '_' + _FILTERS[iFilter] + '_' + _COMPARE_FUNCS[iFunc] filename = GenerateFil...
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def get_expts(context, expts): """Takes an expts list and returns a space separated list of expts.""" return '"' + ' '.join([expt['name'] for expt in expts]) + '"'
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from datetime import datetime def to_timestamp(obj: datetime) -> int: """ 秒值 """ return int(obj.timestamp())
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def make_model(model_type, dataset, from_logits=False): """Builds a model. XXX: from_logits=True is incompatible with expected gradient length. """ model = MODELS[model_type](dataset, to_proba=not from_logits) loss = keras.losses.CategoricalCrossentropy(from_logits=from_logits) # XXX doesn't st...
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def create_filename(last_element): """ For a given file, returns its name without the extension. :param last_element: str, file name :return: str, file name without extension """ return last_element[:-4]
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def ajax_popular_environment_external(request, form_acess, client): """ Method to call popular_environment_shared when use by external way """ return facade.popular_environment_shared(request, client)
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def cyclic_learning_rate(learning_rate, global_step, max_lr, step_size=10, mode='tri', name='CyclicLearningRate'): """ This function varies the learning rate between the minimum (learning_rate) and the maximum (max_lr). It returns the decayed learning rate. Parameters -----...
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import yaml def fetch_local_config(default, config=None): """ Returns the content of a yml config file as a hash Parameters: - default: default file name to look for - config: override with this file name instead. (optional) Note: the pattern of using config is intended to make using this with OptionsP...
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def detect_lang(text, hint_language=None, best_effort=False, all_details=False, return_score=False, logger=None): """ Detect language of the text using pycld2 Parameters ---------- text : string Text to detect language for. all_details : bool, optional ...
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import time import os def generateCropRowsLinesAll(cfgLinesGenerator): """ generateCropRowsLinesAll. :param cfgLinesGenerator: (Array) config lines generator array. :returns None: None. """ tilesDirName = cfgLinesGenerator[0] meanAngleFitElipseContours = cfgLinesGenerator[1] pixelSizeValu...
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from typing import Union def is_number(value: Union[int, str]) -> bool: """ Is thing a number """ return isinstance(value, int) or (isinstance(value, str) and value.isnumeric())
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import psutil def getCpuUsage(): """Find and return CPU Usage Returns: int -- Cpu Usage """ cpuUsage = psutil.cpu_percent() return int(cpuUsage)
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def e_step(sigma,X, mask_var, mask_samp,n_ul = 0): """ E step for MTL algorithm. """ n = X.shape[0] n_tr = np.size(np.where(mask_samp == False)[0])-n_ul mask_var_c = ((mask_var+1)%2).astype(bool) mask_samp_c = ((mask_samp+1)%2).astype(bool) if n_ul>0: mask_samp_c[0:n_ul] =...
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import os def chain_submission(gromosXX_bin_dir: str, in_imd_path: str, simSystem:Simulation_System, out_dir_path: str, out_prefix: str, chain_job_repetitions: int, slave_script: str, job_submission_system: _SubmissionSystem, jobname: str, nmpi: int, ...
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def composite_coordinates_dictionary(dictified_values): """A dictionnary will be populated (or updated) with values from the 'dictified_values' dictionnary Parameters ---------- dictified_values : A dictionary of Sentinel-1 values coordinates_dictionary : A dictionnary matching...
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def fruit_flow_through_fruit_development_stage(jth: int, number_Fruits, sum_canopy_t, last_24_canopy_t): """ Equation 9.31 number_flow_Fruit_j_Fruit_jplus = fruit_development_rate * FRUIT_DEVELOPMENT_STAGES_NUM * fruit_flow_inhibition_rate * number_fruit_j Returns: fruit flow through fruit development s...
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def normalization(vector): """ Normalize scores in this vector """ x = vector[vector>0] beta = x.quantile(0.9) updated_vector = vector/beta return updated_vector
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def integer_repr(bin_str, fixed_width=False): """integer_repr(bin_str, fixed_width=False) Converts a binary representation to its integer number. Examples -------- >>> integer_repr(b'11') 3 >>> integer_repr(b'-11') -3 >>> integer_repr(b'0011') 3 The two's complement is re...
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def emu(Omh2, ns, s8, fR0, n, z): """Returns the emulator prediction of Boost in power spectrum, for a redshift between 0 < z < 49 Parameters ---------- Omh2: float Physical matter density parameter (O_m h^2) in range [0.12, 0.15]. Here h = 0.67, a constant in the emulator design ns: floa...
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def lp_visual(lp: LP, basic_sol: bool = True, show_basis: bool = True,) -> plt.Figure: """Render a figure visualizing the geometry of an LP's feasible region. Args: lp (LP): LP whose feasible region is visualized. basic_sol (bool): True if the entire BFS is shown. De...
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def _cofactor(M, i, j, method="berkowitz"): """Calculate the cofactor of an element. Parameters ========== method : string, optional Method to use to find the cofactors, can be "bareiss", "berkowitz" or "lu". Examples ======== >>> from sympy import Matrix >>> M = Matr...
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def separateResults(parallelResults, numThreads): """ Routine for separate each quality metric vector Parameters ---------- parallelResults: A tuple of quality of metrics, return of performCalc numThreads: 1D Numpy array ------- Return: A tuple of 3D Numpy Array [itera...
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import os import sqlite3 def get_default_db(): """Get the default database for the crawler. Returns: DB API v2 compliant connection to the crawler's default database. """ parent_dir = os.path.dirname(os.path.realpath(__file__)) loc = os.path.join(parent_dir, 'articles.db') return sqli...
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def _add_path(root_path, relative_path): """Add another level to an LDAP path. eg, _add_path('LDAP://DC=gb,DC=vo,DC=local', "cn=Users") => "LDAP://cn=users,DC=gb,DC=vo,DC=local" """ protocol = u("LDAP://") if relative_path.startswith(protocol): return relative_path ...
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def merge_scenarios_with_paths(scenarios): """ This will merge ScenarioWithPaths objects and return a ScenarioWithPaths objects which has the power generation vectors from all scenarios as well as the paths from all scenarios. We assume independence across the scenarios. Args: scenarios...
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def adaptive_threshold(image: np.ndarray) -> np.ndarray: """ Wrapper for OpenCV's adaptive threshold algorithm. Parameters ---------- image : numpy.ndarray Image as numpy array Returns ------- numpy.ndarray Binarized image using adaptive threshold. Contribute -...
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def quaternionInverse(*args): """ quaternionInverse(Quaternion pQua, Quaternion pQuaOut) quaternionInverse(Quaternion pQua) -> Quaternion """ return _almath.quaternionInverse(*args)
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import inspect import itertools import functools def get_common_base(cls_list): """ Get the most derived common base class of classes in ``cls_list``. """ # MRO in which "object" will appear first def rev_mro(cls): return reversed(inspect.getmro(cls)) def common(cls1, cls2): #...
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import os def dispatch_repl_commands(command): """Execute system commands entered in the repl. System commands are all commands starting with "!". """ if command.startswith('!'): os.system(command[1:]) return True return False
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from operator import eq def l_inverse(L, check=False, verbose=False): """invert L (lower triangular, 1 on diagonal) """ m, n = L.shape assert m==n L1 = identity(m) # Work forwards for i in range(m): #u = L1[:, i] assert L[i, i] == 1 for j in range(i+1, m): ...
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def simplify_numpy_dtype(dtype): """Given a numpy dtype, write out the type as string Args: dtype (numpy.dtype): Type Returns: (string) name as a simple string """ kind = dtype.kind if kind == "b": return "boolean" elif kind == "i" or kind == "u": return "in...
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import time import re def model_predict(year, month, day, country, dev=DEV, verbose=True): """ make predictions """ ## start timer for runtime time_start = time.time() ## load data datasets = engineer_features(training=False, dev=dev, verbose=verbose) ## load models ...
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import json def form2(req, key, slug): """ Show the bookmarklet form. """ s = good_session(key) if not s: return redirect('bookmarklet:form1', slug=slug) data = json.loads(s.data) scholar_url = data['scholar_url'] doi = data['doi'] event = OAEvent.objects.get(id=data['even...
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def GetNetworkPerformanceConfig(args, client): """Get NetworkPerformanceConfig message for the instance.""" network_perf_args = getattr(args, 'network_performance_configs', []) network_perf_configs = client.messages.NetworkPerformanceConfig() for config in network_perf_args: total_tier = config.get('total...
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def inv_lr_scheduler(param_lr, optimizer, iter_num, gamma=0.0001, power=0.75, init_lr=0.001): """Decay learning rate by a factor of 0.1 every lr_decay_epoch epochs.""" lr = init_lr * (1 + gamma * iter_num) ** (- power) i = 0 for param_group in optimizer.param_groups: param_g...
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def OpenFace(openface_features, PID, EXP): """ Tidy up OpenFace features in pandas data.frame to be stored in sqlite database: - Participant and experiment identifiers are added as columns - Underscores in column names are removed, because sqlite does not like underscores in column names. ...
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def auth(function): """Wrapper checking if the user is logged in.""" @wraps(function) def wrapper(*args, **kwargs): testing = app.config.get('TESTING') if (session.get('users') and session.get('logged_in')) or testing: return function(*args, **kwargs) return redirect(FLOW...
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def svd_solve(A, b=None, w_cut=1e-10): """ This function solves the system of equations Ax=b by calculating the inverse of A using the SVD method: x=A^(-1)*b; A^(-1)=V*S^(-1)*U' Inputs: A: 2D array of dimensions nxm (n>=m) b: 1D array of dimensions n w_cut: cut-off frequency for ...
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import re def get_bootstrap_game(self, default_game='SamplesProject'): """ :param self: Context :param default_game: Default game to set to if we cannot read bootstrap.cfg. :return: Name of the game enabled in bootstrap.cfg """ game = default_game project_folder_node = ge...
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def check_issue(name, checks, controls): """ Checks if a certain RWT issue needs to be suggested. Returns: list """ rwt = [] is_issue = False total_reasons = [] total_offenders = [] for check in checks: for control in controls: if control != []: f...
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def create_training_instances(all_tokens, vocab_words, max_seq_length, rng): """Create `TrainingInstance`s from raw text.""" rng.shuffle(all_tokens) instances = [] print('Process of "create_training_instances"') for tokens in all_tokens: instances.append(create_instances_from_sentence(token...
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def get_binary_result(probs): """ 将预测结果转化为二分类结果 Args: probs: 预测结果 Return: binary_result: 二分类结果 """ binary_result = [] for i in range(len(probs)): if float(probs[i][0]) > 0.5: binary_result.append(1) elif float(probs[i][0]) < 0.5: binary...
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def _find_open_boundary_neighbors(neighbors, open_boundary_nodes): """Array of booleans that indicate if a neighbor is an open boundary.""" open_boundary_neighbors = neighbors[:, open_boundary_nodes] is_open_boundary_neighbor = np.in1d(open_boundary_neighbors, open_boundary_nodes) is_open_boundary_neigh...
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from datetime import datetime def _boto3_now(): """Get a ``datetime`` that's compatible with :py:mod:`boto3`. These are always UTC time, with time zone ``dateutil.tz.tzutc()``. """ if tzutc is None: raise ImportError( 'You must install dateutil to get boto3-compatible datetimes') ...
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def pass_trigger(evt): """ # HLT_QuadJet40_IsoPFTau40 if (evt.run<165970 ) | ((evt.run>166782 & evt.run<171050)): if evt.HLT_QuadJet40_IsoPFTau40 == 1: return True else: return False # HLT_QuadJet45_IsoPFTau45 elif ((evt.run>=165970) & (evt.run<=166782)) | ((...
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def ricker(t,ts,fsavg): """ Ricker Pulse @param t time vector @param ts temporal delay @param fsavg pulse width parameter @return Output signal vector """ a = fsavg*pi*(t-ts) a2 = a*a return ((1.0-2.0*a2)*np.exp(-a2))
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def read_avgint(dismod_file): """Read average integrand cases, translating to locations and covariates.""" avgint = dismod_file.avgint with_integrand = avgint.assign(integrand=avgint.integrand_id.apply(lambda x: IntegrandEnum(x).name)) with_location = with_integrand.merge(dismod_file.node, on="node_id",...
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def extendedMeasurementReport(): """EXTENDED MEASUREMENT REPORT Section 9.1.52""" a = TpPd(pd=0x6) b = MessageType(mesType=0x36) # 00110110 c = ExtendedMeasurementResults() packet = a / b / c return packet
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def part1(data): """ >>> part1(read_input()) 6916 """ twos = 0 threes = 0 for label in data: if has_count(label, 2): twos += 1 if has_count(label, 3): threes += 1 return twos * threes
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def f_whist_jeu_real(request, record_id): """ Saisie du réalisé 0 1 2 """ crudy = Crudy(request, APP_NAME) obj = get_object_or_404(WhistJeu, id=record_id) title = "Réalisé de %s" % (obj.participant.joueur.pseudo.upper()) if obj.pari > 1: crudy.message = "**%s**, combien de plis as-tu réalisé...
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def expected_min(x, m): """Compute unbiased estimator of expected ``min(x[1:m])`` on a data set. Parameters ---------- x : :class:`numpy:numpy.ndarray` of shape (n,) Data set we would like expected ``min(x[1:m])`` on. Require ``len(x) >= 1``. m : `int` or :class:`numpy:numpy.ndarray` with d...
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def _load_transforms(): """ Load the transform pairs into the module level variable for later lookup. Returns ------- :class:`dict` """ return { f: (globals().get(f), globals().get("inverse_{}".format(f))) for f in globals().keys() if "inverse_{}".format(f) in global...
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def scalarclip(polydata, arrayname, scalarvalue, insideout=True, ispointdata=True): """Clip vtkPolyData returning regions with value of array above a specified value.""" clipper = vtk.vtkClipPolyData() clipper.SetInput(polydata) if ispointdata: # array is pointdata clipper.Se...
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import copy def deep_merge_dict(base, priority): """Recursively merges the two given dicts into a single dict. Treating base as the the initial point of the resulting merged dict, and considering the nested dictionaries as trees, they are merged os: 1. Every path to every leaf in priority would be re...
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def class_oneshot(X, y, clmod, testsize = .2, randomstate=2342, score_method = 'AUC'): """ Store test measures from one-shot classification methods. Input: design matrix, X, response vector, y, a classification model, clmod, size of test set, testsize, random num...
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def _BuildUpgradeCandidateList(location_ref, image_version_id, python_version, release_track=base.ReleaseTrack.GA): """Builds a list of eligible image version upgrades.""" image_version_service = image_version_api_util.Imag...
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def pointer_gamut_visual_response(): """ Returns a *Pointer's Gamut* visual response. Returns ------- Response *Pointer's Gamut* visual response. """ args = request.args json_data = pointer_gamut_visual( colourspace_model=args.get('colourspaceModel', COLOURSPACE_MODEL),...
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import string def change(new_input): """Translate the string.""" new = '' # final translation extras = 'efmnoprt' # multi instance cases valid_non_letters = f'{string.punctuation} ' fail = 'Invalid input.' count = 0 # number length count i = 0 # index for iterating through message ...
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def max_pool(data_in, x, y): """Maxpool layer wrapper""" return tf.nn.max_pool2d(data_in, ksize=[1, x, y, 1], strides=[1, x, y, 1], padding='SAME')
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def parse_proxy_line(line: bytes | bytearray) -> tuple[ProxyDict, int]: """ Parses the given line (string or sequence of bytes) for the client IP and other fields passed through the proxy protocol. This returns a tuple with elements as follows: (1) Dictionary with the parsed IP addresses (2) In...
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import tempfile import uu import time import pathlib def overhead(): """Run a macrospin example for 1 ps through ``mumax3c`` and directly and return the difference in run times. Returns ------- float The time difference (overhead) between running mumax3 though ``mumax3c`` and directl...
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