id
stringlengths
3
8
content
stringlengths
100
981k
11537182
from jinja2 import Environment, PackageLoader from .. import constants from . import utils class HTMLLayout(object): def __init__(self, template_path='templates/viz/layout.html.j2'): self.srcdoc = None self._env = Environment( loader=PackageLoader('cartoframes', 'assets'), ...
11537221
import random import os from glob import glob import numpy as np from PIL import Image import tensorflow as tf from tensorflow.python.training.moving_averages import assign_moving_average import tensorflow.contrib.layers as ly from modeling.model import Model from modeling.loss import Loss from dataset.parse import par...
11537223
class Solution: # def myPow(self, x, n): # """ # :type x: float # :type n: int # :rtype: float # """ # if n == 0: # return 1 # temp = pow(x, n / 2) # if n % 2 == 0: # return temp * temp # else: # return temp ...
11537244
import os from pages.event_page.fixtures.helpers.create_fixture import create_fixture import pages.event_page.fixtures.helpers.components as components # A event page with only a title def title(): page_data = { "imported_revision_id": None, "live": False, "parent": components.home(), ...
11537260
import numpy as np from spikeinterface.core.job_tools import ChunkRecordingExecutor, _shared_job_kwargs_doc from spikeinterface.toolkit import get_noise_levels, get_channel_distances def localize_peaks(recording, peaks, method='center_of_mass', local_radius_um=150, ms_before=0.3, ms_after=0.6, ...
11537264
import pytest from code42cli.util import _PADDING_SIZE from code42cli.util import does_user_agree from code42cli.util import find_format_width from code42cli.util import format_string_list_to_columns from code42cli.util import get_url_parts TEST_HEADER = {"key1": "Column 1", "key2": "Column 10", "key3": "Column 100"}...
11537273
from random import random from dagster import graph, op @op def start(): return 1 @op def unreliable(num: int) -> int: failure_rate = 0.5 if random() < failure_rate: raise Exception("blah") return num @op def end(_num: int): pass @graph def unreliable_job(): end(unreliable(star...
11537282
from django.db import models from django.utils.text import slugify class Ingredient(models.Model): name = models.CharField(max_length=64, unique=True) slug = models.SlugField(max_length=64, unique=True) photo = models.URLField(max_length=255, null=True, blank=True) measureValue = models.FloatField(nu...
11537298
from matplotlib import pyplot from shapely.geometry import Point from descartes import PolygonPatch from figures import SIZE, BLUE, GRAY, set_limits fig = pyplot.figure(1, figsize=SIZE, dpi=90) a = Point(1, 1).buffer(1.5) b = Point(2, 1).buffer(1.5) # 1 ax = fig.add_subplot(121) patch1 = PolygonPatch(a, fc=GRAY, e...
11537344
import unittest, os from copy import copy from ctypes import * from comtypes.client import GetModule, CreateObject from comtypes.partial import partial # ./urlhist.tlb was downloaded somewhere from the internet (?) GetModule(os.path.join(os.path.dirname(__file__), "urlhist.tlb")) from comtypes.gen import url...
11537360
import unittest from katas.kyu_7.string_ends_with import solution class StringEndsWithTestCase(unittest.TestCase): def test_true(self): self.assertTrue(solution('abc', 'bc')) def test_false(self): self.assertFalse(solution('abc', 'd'))
11537391
import json none = "d3043820717d74d9a17694c176d39733" # region EMR class DeploymentAction: """ # Arguments action_type: str should_handle_all_batches: bool draining_timeout: int should_decrement_target_capacity: bool """ def __init__( self, action_type=none, should_handle_all_batches=none, draining_ti...
11537399
from alpha.platforms.huobi_usdt_swap.ws_utils import * class WsMarket(WsUtils): def __init__(self, host: str = None): super(WsMarket, self).__init__("/linear-swap-ws", host) def sub(self, data:dict, callback): self._sub(json.dumps(data), callback) def req(self, data:dict, callback): ...
11537433
import os import wget YEARS = [2017, 2016] WEEKS = [i for i in range(1, 52)] INDICES = ['VCI', 'TCI', 'VHI', 'SMN', 'SMT'] TEMPLATE = 'ftp://ftp.star.nesdis.noaa.gov/pub/corp/scsb/wguo/data/'\ 'VHP_4km/geo_TIFF/VHP.G04.C07.{}.P{}{}.{}.{}.tif' OUTPUT_DIRECTORY = 'data' def file_type(index): return 'SM' if in...
11537493
from des.models import DynamicEmailConfiguration from django.contrib.auth.models import User, Group from django.test import TestCase from django.core import mail from django.conf import settings from django_datajsonar.models import Node from series_tiempo_ar_api.libs.indexing.report.node_admins import GlobalAdmins, ...
11537518
from uuid import uuid4 import pdb import os from operator import itemgetter from itertools import chain from copy import deepcopy import numpy as np import pickle from sklearn.ensemble import RandomForestClassifier, AdaBoostClassifier, \ GradientBoostingClassifier from sklearn.linear_model import LogisticRegressi...
11537577
from django import template from django.conf import settings from django.utils import timezone from datetime import timedelta from urlparse import urljoin from cabot.cabotapp.defs import TIMESTAMP_FORMAT register = template.Library() @register.simple_tag def jenkins_human_url(jobname): return urljoin(settings.J...
11537582
from ..service import Operation from ..utils.exceptions import UknownValueError class ConvertId(Operation): """ConvertId EWS Operation converts item and folder identifiers between formats. """ RESULTS_KEY = '@Id' ID_FORMATS = [ 'EntryId', 'EwsId', 'EwsLegacyId', 'H...
11537608
import autokeras as ak import tensorflow as tf from tensorflow.keras.datasets import mnist from tensorflow.keras.models import load_model (x_train, y_train), (x_test, y_test) = mnist.load_data() cls = ak.ImageClassifier() cls.fit(x_train, y_train)
11537640
def mosh_frames(frames): for frame in frames: if not frame: continue for row in frame: for col in row: # col contains the horizontal and vertical components of the vector col[0] = 0 return frames
11537650
import logging from typing import List import datetime from django.conf import settings from django.http import HttpResponse, JsonResponse from django.utils.datastructures import MultiValueDictKeyError from django.db import transaction from django_q.tasks import async_task from rest_framework.decorators import api_vie...
11537679
import unittest from dojo import remove_white_spaces, get_square_root_of_length, get_matrix class DojoTest(unittest.TestCase): def test_remove_white_space_1(self): self.assertEqual(remove_white_spaces( 'have a nice day'), "haveaniceday") def test_remove_white_space_2(self): self.a...
11537746
from lyrebird import application from lyrebird.log import get_logger from pathlib import Path from copy import deepcopy import imp import traceback import datetime logger = get_logger() class Reporter: def __init__(self): self.scripts = [] workspace = application.config.get('reporter.workspace'...
11537771
import pytest from _pytest.outcomes import Skipped from ..helpers import importorskip def test_importorskip_local(monkeypatch): """Test ``importorskip`` run on local machine with non-existent module, which should skip.""" monkeypatch.delenv("ARVIZ_CI_MACHINE", raising=False) with pytest.raises(S...
11537775
from django.contrib.auth.password_validation import MinimumLengthValidator class StaffMinimumLengthValidator(MinimumLengthValidator): def __init__(self, staff_min_length=14, other_min_length=9): self.staff_min_length = staff_min_length self.other_min_lengt...
11537781
import logging from datetime import datetime, timedelta from typing import Tuple import airflow from airflow import DAG from airflow.utils.dates import days_ago from dbnd import parameter, pipeline, task default_args = { "owner": "airflow", "depends_on_past": False, "start_date": days_ago(2), "ret...
11537788
from subprocess import call import sys from os import listdir from os.path import isfile, join # Schedule multiple conversions for the strecha-mvs dataset #vers_to_run = [14,15,16,17,18,19,20] #in_vers = [ 1, 1, 1, 1, 1, 1, 1] vers_to_run = [21,22,23,24,25,26,27] in_vers = [ 2, 2, 2, 2, 2, 2, 2] for index i...
11537796
from collections import defaultdict import json from delorean import Delorean from gryphon.lib.models.exchange import Balance from gryphon.lib.money import Money from gryphon.lib.models.event import Event from gryphon.lib.models.exchange import Balance def get_balance_time_series_from_audits(audits): fiat_balan...
11537812
import unit_test_framework class APIUnitTestUser(unit_test_framework.APIUnitTest): uri = "/api/v1/user" get_tests = [{"name": "Read local users"}] post_tests = [ { "name": "Create RSA internal CA", "uri": "/api/v1/system/ca", "payload": { "method...
11537863
from injector import inject from domain.connection.GetConnectionList.GetConnectionListMapping import GetConnectionListMapping from domain.connection.GetConnectionList.GetConnectionListQuery import GetConnectionListQuery from domain.connection.GetConnectionList.GetConnectionListResponse import GetConnectionListResponse ...
11537895
from config.extensions import db from sqlalchemy.dialects.postgresql import JSONB class Setting(db.Model): id = db.Column(db.Integer, primary_key=True) key = db.Column(db.Text(), nullable=False) value = db.Column(JSONB, nullable=False) def save(self, commit=True): db.session.add(self) ...
11537939
import librosa import numpy as np from specAugment import spec_augment_tensorflow from matplotlib import pyplot as plt import random import math from scipy.fftpack import fft ## ok def ArgumentAudio(y, sr,n_steps=3,rate=1.2): """Agument Audio feature :param y: np.ndarray [shape=(n,)], real-valued the input si...
11537959
import os from pyspark.ml import Pipeline, PipelineModel from pyspark.ml.feature import HashingTF, RegexTokenizer, StopWordsRemover, IDF from pyspark.sql import SparkSession from pysparkling import * from pysparkling.ml import ColumnPruner, H2OGBM, H2ODeepLearning, H2OAutoML, H2OXGBoost # Initiate SparkSession spark...
11538012
from dorna import Dorna import json import time # creat Dorna object and connect to the robot robot = Dorna() robot.connect() # home all the joints robot.home(["j0", "j1", "j2", "j3"]) """ move to j0 = 0, ..., j4 = 0 wait for the motion to be done, timeout = 1000 seconds """ result = robot.play({"command": "move", "...
11538027
from ._unselected import Unselected from plotly.graph_objs.scattergl import unselected from ._textfont import Textfont from ._stream import Stream from ._selected import Selected from plotly.graph_objs.scattergl import selected from ._marker import Marker from plotly.graph_objs.scattergl import marker from ._line impor...
11538034
class Solution: def numMusicPlaylists(self, N: int, L: int, K: int) -> int: dp = [[0]*(1 + N) for _ in range(1 + L)] dp[0][0] = 1 MOD = 10 ** 9 + 7 for i in range(1, 1 + L): for j in range(1, 1 + N): # new song dp[i][j] = dp[i - 1][j - 1] *...
11538039
from os import listdir import os import subprocess import shutil import sys import tensorflow as tf import pathlib path = 'data' config_name = 'data.yml' with open(config_name, 'r') as file: config = file.read() run_dir = 'run' from config import MODELS_DIR model_dir = MODELS_DIR pathlib.Path(model_dir).mkdir(pa...
11538054
from typing import * import torch import torch.nn as nn from torch.nn import functional as F from torch.nn.modules.utils import _pair from .math import normpdf, normcdf def keep_variance(x, min_variance): return x + min_variance class AvgPool2d(nn.AvgPool2d): def __init__(self, keep_variance_fn=None, **kw...
11538073
import torch from torch import nn from lib.nn import ResidualBlock, ResidualGatedBlock from lib.stochastic import NormalStochasticBlock2d class TopDownLayer(nn.Module): """ Top-down layer, including stochastic sampling, KL computation, and small deterministic ResNet with upsampling. The architecture...
11538075
class TestDirectory: params = { 'test_create': [{ 'data': [{ 'name': 'directory', 'type': 'directory', 'config': { 'conf.spoolDir': '/home/test-directory-collector', 'conf.filePattern': '*.csv', ...
11538077
from __future__ import absolute_import, division, print_function import sys import random from cctbx.development import random_structure from cctbx.development import debug_utils from cctbx import adptbx from cctbx.array_family import flex from iotbx import csv_utils import libtbx import libtbx.utils from libtbx.te...
11538088
import unittest from pathlib import Path from unittest.mock import patch from dbt_invoke import properties from dbt_invoke.internal import _utils from test import TestDbtInvoke PARENT_DIR = Path(__file__).parent DESCRIPTION = 'A fake test description.' COL_TESTS = ['not_null'] class TestProperties(TestDbtInvoke): ...
11538111
import re import base64 from ..ismitem import ISMItem class ProtectionHeader(ISMItem): def __init__(self, name: str): super(ProtectionHeader, self).__init__(name) self.SystemID = None # type: str self.kid = bytes([0] * 16) # type: bytes def generate(self): ''' get kid ...
11538126
import asyncio import betterproto from betterproto.grpc.util.async_channel import AsyncChannel from dataclasses import dataclass import pytest from typing import AsyncIterator @dataclass class Message(betterproto.Message): body: str = betterproto.string_field(1) @pytest.fixture def expected_responses(): ret...
11538138
from django.test import TestCase, Client, override_settings, TransactionTestCase from django.conf import settings from django.urls import reverse from io import BytesIO from django.contrib.auth.models import User from django.contrib.admin.sites import AdminSite from django_q.models import OrmQ import rest_framework.res...
11538151
import setuptools from setuptools import setup,find_packages import os from fliscopt import __version__ with open("README.md", 'r') as f: long_description = f.read() setup( name='fliscopt', version=__version__, description='Flight scheduling optimization using Genetic Algorithm variants and other algorith...
11538158
from flask_unchained.bundles.security.services import SecurityService as BaseSecurityService class SecurityService(BaseSecurityService): pass
11538197
from .connection import SimulaQronConnection from .socket import Socket from .broadcast_channel import BroadcastChannel
11538203
from ctflib import * from pwn import * io = remote('pwn.kosenctf.com', '8002') io.recvline() # I encrypted my secret!!! c = int(io.recvline()) io.recvline() # I encrypt your message ;) pt1 = int('1'+'0'*382, 2) io.sendline(str(pt1)) io.recvline() c1 = int(io.recvline()) pt2 = pt1+1 io.sendline(str(pt2)) io.recvline...
11538215
import csv import html import sys import wordfreq if len(sys.argv) != 3: print('Usage: python3 sort.py target-lang pairs.csv') sys.exit(1) targetLang = sys.argv[1] pairsPath = sys.argv[2] pairs = {} with open(pairsPath, 'r', encoding='utf-8') as pairsFile: reader = csv.reader(pairsFile, delimiter='\t') ...
11538325
import six from py2swagger.plugins import Py2SwaggerPlugin, Py2SwaggerPluginException from py2swagger.introspector import BaseDocstringIntrospector from py2swagger.utils import OrderedDict, load_class class SimplePlugin(Py2SwaggerPlugin): summary = 'Plugin for all applications' description = 'Parse schemas ...
11538347
import ztom import csv import json import datetime """ This will save markets data and tickers and to tickers.csv and markets.json in current folder. These files could be used as an offline data sources for ztom. """ # parameters number_of_fetches = 10 exchange_id = "binance" append_tickers = False symbols_to_save...
11538355
import os from src.domain.ErrorTypes import ErrorTypes from src.utils.code_generation import SpecialRequirementHandlerForParameters __types_requiring_special_handling={"object", "dict", "regex", "template", "code", "ALL"} def handle_arguments(parameters, args): parameter_string_code=[] for param in paramete...
11538385
import sys import logging import copy from datetime import datetime from dateutil import parser from croniter import croniter from reconcile import queries from reconcile.utils.ocm import OCMMap from reconcile.utils.state import State from reconcile.utils.data_structures import get_or_init from reconcile.utils.semve...
11538390
import pytest from tenable_io.api.networks import NetworkRequest, BulkAssignRequest from tenable_io.api.models import Network, NetworkList, ScannerList @pytest.mark.vcr() def test_networks_list(client): networks = client.networks_api.list() assert isinstance(networks, NetworkList), u'The `list` method did no...
11538401
import os import random import shlex import sys import traceback from os.path import abspath, dirname, exists as pexists from pathlib import Path import numpy as np sys.dont_write_bytecode = True if __name__ == '__main__' and __package__ is None: parent_dir = dirname(dirname(abspath(__file__))) sys.path.appe...
11538437
import os import threading import requests import sqlite3 from datetime import datetime, timedelta from threading import Lock, Timer from plugin import * class spacex_launches(plugin): def __init__(self, bot): super().__init__(bot) self.db_name = self.bot.get_server_name() os.makedirs(os....
11538445
from functools import wraps import json import rpyc from rpyc.core.protocol import Connection class RpycUtil(object): """RpycUtil-Rpyc客户端工具""" def __init__(self, host, port): super(RpycUtil, self).__init__() self.host = host self.port = port self.conn = None def connect(s...
11538455
import textwrap from storybro.play.settings import PlayerSettings from storybro.stories.block import Block from storybro.stories.story import Story from storybro.story.utils import cut_trailing_sentence class BlockFormatter: def __init__(self, settings: PlayerSettings): self.settings: PlayerSettings = se...
11538459
from django.urls import path from newsletter_subscription.ajax_views import ajax_subscribe from newsletter_subscription.views import form, resubscribe, subscribe def newsletter_subscriptions_urlpatterns(**kwargs): return [ path( "", form, kwargs, name="news...
11538463
from datetime import date, datetime from dateutil.tz import tzoffset from flask import request from flask.json import JSONEncoder def test_view_arg(api): '''Should successfully serialize and parametrize path args ''' @api.route('/<str_arg>/<int_arg>/<float_arg>/<bool_arg>/<date_arg>/<datetime_arg>') ...
11538469
from cv2blur import CV2Blur from cv2nothing import CV2Nothing from cv2add import CV2Add from cv2multiply import CV2Multiply from cv2gausblur import CV2GausBlur from cv2copypaste import CV2CopyPaste from cv2zero import CV2Zero class CV2Selector(object): def __init__(self): self.selections = {"nothing": CV2...
11538508
import asyncio from panini.app import App from panini.middleware.reader_emulator_middleware import ReaderEmulatorMiddleware from panini.middleware.writer_emulator_middleware import WriterEmulatorMiddleware from panini.middleware.nats_timeout import NATSTimeoutMiddleware app = App(service_name="publisher", host="127.0...
11538541
from bases import * from taco_scrapi import * from baseladvd import * from usuarios_api import * def main(): urltacos='http://taco-randomizer.herokuapp.com/' urlUsers='https://randomuser.me/api/' t=AppTaco() u=AppUser() db=basedatos() for i in range(1, 51): taquitos=AppTaco.ge...
11538568
PHENOTYPE_GROUPS = { "HP:0001298": {"name": "Encephalopathy", "abbr": "ENC"}, "HP:0012759": {"name": "Neurodevelopmental abnormality", "abbr": "NDEV"}, "HP:0001250": {"name": "Seizures", "abbr": "EP"}, "HP:0100022": {"name": "Abnormality of movement", "abbr": "MOVE"}, "HP:0000707": {"name": "Neurolo...
11538570
import setup_django from django.db import models from api.models import WhiteListItem, BlackListItem """ Remove duplicates, keeping the one with greatest id """ def remove_duplicates(model, unique_fields): duplicates = (model.objects.values(*unique_fields) .annotate(max_id=models.Max('id'), ...
11538579
import torch import torch.nn as nn import torch.nn.functional as F import numpy as np import pdb class SoftmaxModel(nn.Module): def __init__(self, D_in, D_out): super(SoftmaxModel, self).__init__() self.linear = nn.Linear(D_in, D_out) self.D_in = D_in self.D_out = D_out def for...
11538589
from dfs import dfs # Smaller graph used for dfs start = { "value": 0, "children": [ {"value": 1, "children": [ {"value": 3, "children": []}, {"value": 4, "children": []} ]}, { "value": 2, "children": [ {"value": 5, "children": []}, ...
11538608
import base64 import getopt import glob import io import math import os import random import re import shutil import sys import tempfile import time import urllib import zipfile # import cupy import cv2 import h5py import moviepy import moviepy.editor import numpy import scipy import scipy.io import torch import torch...
11538708
import tensorflow as tf import reader import numpy as np class_dim = 10 EPOCHS = 100 BATCH_SIZE = 32 init_model = None model = tf.keras.models.Sequential([ tf.keras.applications.ResNet50V2(include_top=False, weights=None, input_shape=(128, None, 1)), tf.keras.layers.ActivityRegularization(l2=0.5), tf.kera...
11538733
import unittest from datahub.utilities.urns.data_flow_urn import DataFlowUrn from datahub.utilities.urns.data_job_urn import DataJobUrn from datahub.utilities.urns.error import InvalidUrnError class TestDataJobUrn(unittest.TestCase): def test_parse_urn(self) -> None: data_job_urn_str = ( "urn...
11538751
from quarkchain.utils import sha3_256 class Accumulator: def __init__(self): self.hlist = [] def append(self, data): h = sha3_256(data) for i in reversed(range(len(self.hlist))): if self.hlist[i] is None: self.hlist[i] = h return ...
11538768
import eosapi def dlbw(_from, _to, net, cpu): args = {'from':_from, 'receiver':_to, 'stake_net_quantity':'%.4f EOS'%(net,), 'stake_cpu_quantity':'%.4f EOS'%(cpu,), 'transfer':False } eosapi.push_action('eosio', 'delegatebw', args, {_from:'active'})...
11538770
from django.db import models # This table is responsible for mapping between group types for a Team/Project and event columns # to add group keys class GroupTypeMapping(models.Model): class Meta: constraints = [ models.UniqueConstraint(fields=["team", "group_type"], name="unique group types fo...
11538825
import os # Pre any tests discovery, windows support for running unit tests in WCA. # We do not want to run our code in Windows environment but we want be able to run tests on NT. if os.name == 'nt': import sys from unittest import mock # For some tests we require USER env set os.environ['USER'] = 'ro...
11538867
import os import json import gensim import datetime import numpy as np import pandas as pd from collections import namedtuple from collections import OrderedDict from collections import defaultdict from smart_open import smart_open from gensim.models import doc2vec from gensim.models.doc2vec import TaggedDocument from...
11538902
import unittest from organizer.repository import Repository class TestRepository(unittest.TestCase): def testQueryListReturnsNoneForNoMatches(self): repository = Repository("fakedir") theList = ["foo", "bar", "biz", "bat"] self.assertEquals(None, repository._queryList("bilbo", theList)) ...
11538980
import pyemma.msm as msm import pyemma.plots as mplt import helper import numpy as np def selectTPTSets(MSM_object, indexA, indexB): """ Extract from the sets of the PCCA clustering the sets that will serve as the extrems of the TPT """ PCCAsets = MSM_object.metastable_sets SetA = PCCAsets[indexA] ...
11538999
expected_output = { "03AA.BB00.0000.0200.0001": { "interface": "Port-channel1", "redundancy_mode": "all-active", "df_wait_time": 3, "split_horizon_label": 16, "state": "Ready", "encap_type": "mpls", "ordinal": 1, "core_isolation": "No", "rd": {...
11539046
import torch from torch.autograd import Variable, grad, gradcheck from qmctorch.wavefunction.jastrows.distance import ElectronElectronDistance import unittest torch.set_default_tensor_type(torch.DoubleTensor) def hess(out, pos): # compute the jacobian z = Variable(torch.ones(out.shape)) jacob = grad(out,...
11539081
SECRET_KEY = "fake-secret-key" INSTALLED_APPS = [ "tests", ] DATABASES = { "default": { "ENGINE": "django.db.backends.sqlite3", "NAME": ":memory:", } } MIDDLEWARE_CLASSES = [] KAWASEMI = { "CHANNELS": { "hipchat": { "_backend": "kawasemi.backends.hipchat.HipChatCh...
11539082
import mechanize url = "http://www.webscantest.com/business/access.php?serviceid=" attackNumber = 1 for i in range(5): res = mechanize.urlopen(url+str(i)) content = res.read() # check if the content is accessible if content.find("You service") > 0: print "Possible Direct Object Reference" ...
11539096
from django.conf import settings # noqa from appconf import AppConf class SymposionAppConf(AppConf): VOTE_THRESHOLD = 3
11539119
from .abstract import Module, MultiSingleInputModule, MultiMultiInputModule from .. import utils __all__ = ['Activation', 'Sum', 'SequentialSum', 'ConcurrentSum'] @utils.add_simple_repr @utils.no_dim_change_op class Activation(Module): """ Applies a non-linear function to the incoming input. Parameters ...
11539131
from HTMLParser import HTMLParser from flask.ext.restful import fields class HTMLStripper(HTMLParser): def __init__(self): self.reset() self.fed = [] def handle_data(self, d): self.fed.append(d) def get_data(self): return ''.join(self.fed) def strip_tags(html): s = ...
11539132
from statsmodels.tsa.vector_ar.vecm import coint_johansen from statsmodels.tsa.stattools import adfuller from statsmodels.tsa.api import VAR import statsmodels.api as sm import copy import pingouin from scipy.stats import pearsonr p_val = .05 def adfuller_df(df, maxlag, regression = "c"): dct = {} for key, v...
11539141
class Solution: def searchMatrix(self, matrix: List[List[int]], target: int) -> bool: if not matrix: return False m, n = len(matrix), len(matrix[0]) i, j = 0, n - 1 while -1 < i < m and -1 < j < n: tmp = matrix[i][j] if tmp == target: ...
11539181
from nanopore.analyses.abstractAnalysis import AbstractAnalysis from jobTree.src.bioio import fastqRead, fastaRead, system from nanopore.analyses.utils import samIterator, getFastaDictionary, UniqueList import pysam, os, itertools from collections import Counter from math import log class IndelKmerAnalysis(AbstractAna...
11539200
from asyncpraw.util import camel_to_snake, snake_case_keys from .. import UnitTest class TestSnake(UnitTest): def test_camel_to_snake(self): test_strings = ( ("camelCase", "camel_case"), ("PascalCase", "pascal_case"), ("camelCasePlace", "camel_case_place"), ...
11539207
import tarfile import pytest from ..exception import StdErrException from . import BaseTestCase class TestCase(BaseTestCase): def test_notarfile(self): self.createfile('foo', size=100) with pytest.raises(StdErrException): self.runcommandline('tar -tf foo') def test_tar(self): ...
11539228
from setuptools import setup from os import path from pyungo import __version__ HERE = path.abspath(path.dirname(__file__)) with open(path.join(HERE, "README.rst")) as f: README = f.read() setup( name="pyungo", version=__version__, description="Function dependencies resolution and execution", ...
11539240
import logging import time from decimal import Decimal from watchmen.common.utils.data_utils import get_id_name_by_datasource from watchmen.database.datasource.container import data_source_container from watchmen.pipeline.core.action.utils import update_retry_callback, update_recovery_callback from watchmen.pipeline.c...
11539251
import tfnn from tfnn.preprocessing.shuffle import shuffle def train_test_split(data, train_rate=0.7, randomly=True): data_copy = data.copy() _n_train_samples = int(data.n_samples * train_rate) if randomly: data_copy = shuffle(data_copy) train_data_data = data_copy.data[:_n_train_samples, :] ...
11539255
import os import pytest from pyspark import SparkConf, SparkContext from sagemaker_pyspark import classpath_jars from sagemaker_pyspark.S3Resources import S3DataPath @pytest.fixture(autouse=True) def with_spark_context(): os.environ['SPARK_CLASSPATH'] = ":".join(classpath_jars()) conf = (SparkConf() ...
11539267
from Common import psteff import sys import collections import operator import cPickle import logging logger = logging.getLogger(__name__) logger.setLevel(level=logging.INFO) def get_query_to_clst(cluster_map): q_to_c = {} # Here we assign a cluster # to each query by a dictionary q_to_c for cl...
11539334
import torch from torchvision import datasets from torchvision import transforms from typing import List, Tuple from datasets import utils # Transformations RC = transforms.RandomCrop(32, padding=4) RHF = transforms.RandomHorizontalFlip() RVF = transforms.RandomVerticalFlip() NRM = transforms.Normalize((0.4914, 0.48...
11539348
import sys import numpy as np import torch import torch.nn as nn import torch.nn.functional as F from torchvision import transforms import torchvision """ Code for the components of the U-Net model is taken from: https://github.com/milesial/Pytorch-UNet/blob/master/unet/unet_parts.py""" class DoubleConv(nn.Modul...
11539356
from time import sleep import boto3 import botocore from botocore.client import Config import click def get_s3_client(): return boto3.client( 's3', 'us-east-1', config=Config( s3={'addressing_style': 'path'} ) ) def download_file_from_s3(key, bucket): s3_client = get_s3_clien...
11539385
import theano.tensor as TT import theano #import util import numpy as np import pdb #batch_size = 256 #leng = 10 #fea = 200 #v_fea = 1025 #nout = 512 # #n_words = 4 # #wt = theano.shared(util.random_matrix(fea, nout),name='wt') #bt = theano.shared(util.random_vector(nout),name='bt') # #we = theano.shared(util.random_m...
11539414
from django.test import TestCase class TestCertURL(TestCase): def test_url_gives_200(self): """ The certificate view should receive a 200. """ response = self.client.get( "/.well-known/pki-validation/BA7CD11C05866445FBFE053E2C1AAA8C.txt" ) assert respons...