text
stringlengths
9.13k
52.7k
length
int64
7.94k
8.45k
is_long_context
bool
2 classes
metric_val
float64
0.04
0.48
label_metric
stringclasses
1 value
source
stringclasses
1 value
threshold_scale
stringclasses
1 value
import io import os import re import pwd import grp import sys import json import uuid import time import glob import base64 import socket import hashlib import decimal import logging import tarfile import zipfile import binascii import calendar import tempfile import threading import subprocess import six import shuti...
8,202
false
0.063828
median
code
normalized
import numpy as np import pyqtgraph as pg from datetime import datetime, timedelta from vnpy.trader.constant import Interval, Direction, Offset from vnpy.trader.engine import MainEngine from vnpy.trader.ui import QtCore, QtWidgets, QtGui from vnpy.trader.ui.widget import BaseMonitor, BaseCell, DirectionCell, EnumCell ...
7,992
false
0.088285
median
code
normalized
import argparse import os import re import sys from voussoirkit import betterhelp from voussoirkit import interactive from voussoirkit import pathclass from voussoirkit import pipeable from voussoirkit import spinal from voussoirkit import stringtools from voussoirkit import vlogging import etiquette # HELPERS #####...
8,006
false
0.131396
median
code
normalized
# Copyright 2018 The TensorFlow Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applica...
8,124
false
0.158758
median
code
normalized
""" <Program Name> test_primary.py <Purpose> Unit testing for uptane/clients/primary.py <Copyright> See LICENSE for licensing information. """ from __future__ import unicode_literals import uptane # Import before TUF modules; may change tuf.conf values. import unittest import os.path import time import copy i...
8,287
false
0.111909
median
code
normalized
#!/usr/bin/env python3 # Copyright (c) Facebook, Inc. and its affiliates. # All rights reserved. # # This source code is licensed under the BSD-style license found in the # LICENSE.txt file in the root directory of this source tree. import logging import math import time from collections import defaultdict from funct...
8,130
false
0.096618
median
code
normalized
# coding: utf-8 """ Kubernetes No description provided (generated by Openapi Generator https://github.com/openapitools/openapi-generator) # noqa: E501 OpenAPI spec version: v1.14.7 Generated by: https://openapi-generator.tech """ import pprint import re # noqa: F401 import six class Extensions...
8,050
true
0.261853
median
code
normalized
# Copyright The PyTorch Lightning team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to i...
7,952
false
0.120999
median
code
normalized
import asyncio from datetime import datetime, timezone from functools import wraps import traceback import inspect import logging import ujson as json_module import hashlib import yaml from aiohttp import web import aiohttp import mongoengine import os from .engine.objects import Operation, Network, Domain, Log, Obse...
8,263
false
0.152136
median
code
normalized
"""Stuff to parse AIFF-C and AIFF files. Unless explicitly stated otherwise, the description below is true both for AIFF-C files and AIFF files. An AIFF-C file has the following structure. +-----------------+ | FORM | +-----------------+ | <size> | +----+------------+ | | AIFC ...
8,371
false
0.116011
median
code
normalized
from unicorn import * from unicorn.x86_const import * from capstone import * from importlib import import_module from emulation.syscall import clean_stack import argparse import emulation.syscall as winsyscall import pefile import struct import sys import ast import os #TODO: Deal with SEH structure #TODO: Randomize T...
8,049
false
0.095237
median
code
normalized
#!/usr/bin/env python # # Electrum - lightweight Bitcoin client # Copyright (C) 2011 Thomas Voegtlin # # Permission is hereby granted, free of charge, to any person # obtaining a copy of this software and associated documentation files # (the "Software"), to deal in the Software without restriction, # including without...
8,105
false
0.078954
median
code
normalized
#!/usr/bin/env python3 import os import math from numbers import Number from cereal import car, log from common.numpy_fast import clip from common.realtime import sec_since_boot, config_realtime_process, Priority, Ratekeeper, DT_CTRL from common.profiler import Profiler from common.params import Params, put_nonblockin...
7,953
false
0.126116
median
code
normalized
#!/usr/bin/python # Imports import sys, os, re, time import argparse import pdb import pickle from itertools import * # Science import numpy as np import scipy.stats as stats import pandas as pd # Plotting import matplotlib matplotlib.use('Agg') import matplotlib.pyplot as plt from matplotlib import colors from mpl_to...
8,045
false
0.139948
median
code
normalized
import pytest from diofant import (I, Matrix, MutableDenseMatrix, MutableSparseMatrix, PurePoly, Rational, ShapeError, SparseMatrix, eye, ones, zeros) from diofant.abc import x, y, z __all__ = () def test_sparse_matrix(): def sparse_eye(n): return SparseMatrix....
8,219
false
0.074455
median
code
normalized
""" command line options, ini-file and conftest.py processing. """ from __future__ import absolute_import from __future__ import division from __future__ import print_function import argparse import copy import inspect import os import shlex import sys import types import warnings import py import six from pkg_resour...
8,072
false
0.083167
median
code
normalized
#!/usr/bin/env python # # Copyright 2007 Google Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law o...
8,367
false
0.126624
median
code
normalized
#!/usr/bin/env python3 """ Scripts to drive a donkey 2 car Usage: manage.py (drive) [--model=<model>] [--js] [--type=(linear|categorical)] [--camera=(single|stereo)] [--meta=<key:value> ...] [--myconfig=<filename>] manage.py (train) [--tubs=tubs] (--model=<model>) [--type=(linear|inferred|tensorrt_linear|tflit...
8,027
false
0.127687
median
code
normalized
# This file defines the back end of the Tetris game # # GameState is the base class of GameClient. # # GameClient.Run() will start two threads: # - _ProcessActions: Process the action list every x seconds # - _AutoDrop: Auto drops the current piece. # # GameClient: # - current piece # - held piece # - piece list...
8,377
false
0.087164
median
code
normalized
# SPDX-License-Identifier: BSD-3-Clause # Copyright Contributors to the OpenColorIO Project. """ *aces-dev* Reference Config Generator ===================================== Defines various objects related to the generation of the *aces-dev* reference *OpenColorIO* config: - :func:`opencolorio_config_aces.generate_c...
7,950
false
0.10804
median
code
normalized
# Copyright (C) 2019 Intel Corporation. All rights reserved. # # SPDX-License-Identifier: BSD-3-Clause # import scenario_cfg_lib import launch_cfg_lib import common import pt def is_nuc_whl_linux(names, vmid): uos_type = names['uos_types'][vmid] board_name = names['board_name'] if launch_cfg_lib.is_linu...
8,071
false
0.130151
median
code
normalized
import sys import traceback import uuid import os import importlib import yaml import subprocess import cProfile import io import pstats import logging import asyncio import appdaemon.utils as utils from appdaemon.appdaemon import AppDaemon class AppManagement: def __init__(self, ad: AppDaemon, config): ...
8,382
false
0.121196
median
code
normalized
"""Model Predictive Control with a Gaussian Process model. Based on: * L. Hewing, J. Kabzan and M. N. Zeilinger, "Cautious Model Predictive Control Using Gaussian Process Regression," in IEEE Transactions on Control Systems Technology, vol. 28, no. 6, pp. 2736-2743, Nov. 2020, doi: 10.1109/TCST.2019.2949757. ...
8,115
false
0.094991
median
code
normalized
# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not u...
8,418
false
0.104803
median
code
normalized
import os import re import glob import subprocess from collections import OrderedDict # We need to define our own `Action` method to control the verbosity of output # and whenever we need to run those commands in a subprocess on some platforms. from SCons.Script import Action from SCons import Node from SCons.Script i...
8,095
false
0.046995
median
code
normalized
DEFAULT_CONFIG = "Windows10SystemLog.txt" class Windows10SystemLogger: """ Windows10SystemLogger writes error messages to the Windows10 System log file for every rule in the Windows10 STIG that is violated. """ def __init__(self, filename=DEFAULT_CONFIG): self.filename = f...
8,251
true
0.24656
median
code
normalized
# -*- coding: utf-8 -*- """ Functions for model training and evaluation (single-partner and multi-partner cases) """ import operator import os from abc import ABC, abstractmethod from copy import deepcopy from timeit import default_timer as timer import numpy as np import random import tensorflow as tf from loguru im...
8,345
false
0.146936
median
code
normalized
#!/usr/bin/env python3 ########################################## # Duino-Coin Python AVR Miner (v2.5.7) # https://github.com/revoxhere/duino-coin # Distributed under MIT license # © Duino-Coin Community 2019-2021 ########################################## # Import libraries import sys from configparser import ConfigPa...
8,214
false
0.1071
median
code
normalized
from sympy.core.function import expand_mul from sympy.core.numbers import (I, Rational) from sympy.core.singleton import S from sympy.core.symbol import (Symbol, symbols) from sympy.core.sympify import sympify from sympy.simplify.simplify import simplify from sympy.matrices.matrices import (ShapeError, NonSquareMatrixE...
7,955
false
0.09122
median
code
normalized
import time from enum import Enum from functools import reduce import contextlib import numpy as np import torch from torch import nn from torch.nn import functional as F import torchplus from second.pytorch.core import box_torch_ops from second.pytorch.core.losses import (WeightedSigmoidClassificationLoss, ...
8,024
false
0.083346
median
code
normalized
from future.backports.urllib.parse import urlencode from future.moves.urllib.parse import parse_qs from past.builtins import basestring import copy import json import logging from collections import MutableMapping import six from jwkest import as_unicode from jwkest import b64d from jwkest import jwe from jwkest impo...
8,111
false
0.089334
median
code
normalized
# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not u...
8,295
false
0.148344
median
code
normalized
# Copyright 2019 The Meson development team # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to ...
8,095
false
0.087799
median
code
normalized
"""Redis transport.""" from __future__ import absolute_import, unicode_literals import numbers import socket from bisect import bisect from collections import namedtuple from contextlib import contextmanager from time import time from vine import promise from kombu.exceptions import InconsistencyError, VersionMisma...
8,403
false
0.102245
median
code
normalized
import torch, torchvision import torch.nn as nn import torch.nn.functional as F from torchvision.models.resnet import Bottleneck, conv1x1, conv3x3 import numpy as np from functools import partial from itertools import product, chain from math import sqrt from typing import List, Tuple use_torch2trt = False use_jit = ...
8,068
false
0.060496
median
code
normalized
#!/usr/bin/env python # Copyright 2014-2018 The PySCF Developers. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # U...
8,042
false
0.083316
median
code
normalized
# Copyright Contributors to the Packit project. # SPDX-License-Identifier: MIT import json import pytest import requests from celery.canvas import Signature from flexmock import flexmock from ogr.abstract import CommitStatus from ogr.services.github import GithubProject from ogr.utils import RequestResponse from pack...
8,143
true
0.222314
median
code
normalized
# -*- coding: utf-8 -*- """The SleuthKit (TSK) file entry implementation.""" import copy import decimal from dfdatetime import definitions as dfdatetime_definitions from dfdatetime import factory as dfdatetime_factory from dfdatetime import interface as dfdatetime_interface import pytsk3 from dfvfs.lib import defin...
8,447
false
0.137628
median
code
normalized
# Copyright 2018 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # https://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, ...
7,976
false
0.127847
median
code
normalized
import numpy as np import collections import time from pymoab import types from pymoab import topo_util from PyTrilinos import Epetra, AztecOO, ML class StructuredUpscalingMethods: """Defines a structured upscaling mesh representation Parameters ---------- coarse_ratio: List or array of integers ...
8,441
false
0.102188
median
code
normalized
import platform from datetime import datetime, timezone import pytest import jsii from json import loads from jsii_calc import ( AbstractClassReturner, Add, AllTypes, AllTypesEnum, AmbiguousParameters, AsyncVirtualMethods, Bell, Calculator, ClassWithPrivateConstructorAndAutomati...
8,176
false
0.124799
median
code
normalized
""" pygments.formatters.html ~~~~~~~~~~~~~~~~~~~~~~~~ Formatter for HTML output. :copyright: Copyright 2006-2021 by the Pygments team, see AUTHORS. :license: BSD, see LICENSE for details. """ import functools import os import sys import os.path from io import StringIO from pygments.formatter imp...
8,228
false
0.087299
median
code
normalized
from __future__ import print_function from builtins import range, object import inspect import six class _ConfigureComponent(object): """Denotes a class that can be used by the Processes class""" def _isTaskComponent(self): return False class PrintOptions(object): def __init__(self, indent = 0, de...
8,386
false
0.076048
median
code
normalized
# coding: utf-8 from __future__ import unicode_literals import base64 import re import struct from ..compat import (compat_etree_fromstring, compat_HTTPError, compat_parse_qs, compat_urllib_parse_urlparse, compat_urlparse, compat_xml_parse_error) from ..utils import (Extrac...
8,384
false
0.08745
median
code
normalized
#!/usr/bin/env python3 # Copyright 2015-2020 Arm Limited # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable ...
8,077
false
0.088421
median
code
normalized
input = """ c num blocks = 1 c num vars = 150 c minblockids[0] = 1 c maxblockids[0] = 150 p cnf 150 677 138 149 113 0 122 -73 -7 0 108 33 145 0 -21 -138 134 0 80 63 -59 0 -24 98 129 0 57 -135 -148 0 -35 -20 106 0 -127 106 148 0 -28 -29 66 0 -147 57 89 0 -19 3 -47 0 112 43 70 0 138 2 -134 0 -72 122 -119 0 91 76 -79 0 11...
8,394
true
0.385736
median
code
normalized
import numpy as np import pytest from pandas import DataFrame, Float64Index, Index, Int64Index, RangeIndex, Series import pandas._testing as tm class TestFloatIndexers: def check(self, result, original, indexer, getitem): """ comparator for results we need to take care if we are indexing ...
8,059
false
0.14875
median
code
normalized
# coding=utf-8 # -------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # Code generated by Microsoft (R) AutoRest Code Generator. # Changes may ...
7,985
true
0.301771
median
code
normalized
"""Painting domain, which allows for two different grasps on an object (side or top). Side grasping allows for placing into the shelf, and top grasping allows for placing into the box. The box has a lid which may need to be opened; this lid is NOT modeled by any of the given predicates. """ from typing import Any, Cl...
8,148
false
0.121931
median
code
normalized
""" The Salt loader is the core to Salt's plugin system, the loader scans directories for python loadable code and organizes the code into the plugin interfaces used by Salt. """ import contextlib import logging import os import re import time import types import salt.config import salt.defaults.events import salt.de...
8,242
false
0.114622
median
code
normalized
# Copyright (c) 2010-2021 openpyxl import pytest import datetime from io import BytesIO from lxml.etree import iterparse, fromstring from openpyxl.xml.constants import SHEET_MAIN_NS from openpyxl.utils.indexed_list import IndexedList from openpyxl.packaging.relationship import Relationship, RelationshipList from op...
8,440
false
0.119572
median
code
normalized
#! /usr/bin/env python # encoding: utf-8 # WARNING! Do not edit! https://waf.io/book/index.html#_obtaining_the_waf_file import os,sys,re,traceback from waflib import Utils,Logs,Options,Errors from waflib.TaskGen import after_method,feature from waflib.Configure import conf from waflib.Tools import ccroot,c,cxx,ar g_ms...
8,034
false
0.074963
median
code
normalized
#!/usr/bin/env python3 ########################################## # Duino-Coin Python AVR Miner (v2.5) # https://github.com/revoxhere/duino-coin # Distributed under MIT license # © Duino-Coin Community 2019-2021 ########################################## # Import libraries import sys from configparser import ConfigPars...
8,045
false
0.116693
median
code
normalized
# coding=utf-8 # -------------------------------------------------------------------------------------------- # Copyright (c) Microsoft Corporation. All rights reserved. # Licensed under the MIT License. See License.txt in the project root for license information. # -----------------------------------------------------...
8,210
false
0.158723
median
code
normalized
from EXOSIMS.SurveySimulation.tieredScheduler_SLSQP import tieredScheduler_SLSQP import EXOSIMS, os import astropy.units as u import astropy.constants as const import numpy as np import itertools from scipy import interpolate try: import cPickle as pickle except: import pickle import time import copy from EXOSI...
7,999
false
0.110895
median
code
normalized
from __future__ import unicode_literals from distutils.version import StrictVersion from itertools import chain import io import os import socket import sys import threading import warnings try: import ssl ssl_available = True except ImportError: ssl_available = False from redis._compat import (xrange, im...
8,398
false
0.069737
median
code
normalized
import logging import pandas as pd from typing import List import unittest from decimal import Decimal from math import floor, ceil from nose.plugins.attrib import attr from hummingbot.core.clock import Clock, ClockMode from hummingbot.core.data_type.limit_order import LimitOrder from hummingbot.core.data_type.order_...
8,242
false
0.153263
median
code
normalized
# -*- coding: utf-8 -*- # This file is part of beets. # Copyright 2016, Adrian Sampson. # # Permission is hereby granted, free of charge, to any person obtaining # a copy of this software and associated documentation files (the # "Software"), to deal in the Software without restriction, including # without limitation t...
8,031
false
0.067989
median
code
normalized
# Copyright 2018 Jonathan Xia # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # Unless required by applicable law or agreed to in writing, sof...
8,141
false
0.131924
median
code
normalized
import glob import re import sys import os import logging import warnings from traitlets.config import LoggingConfigurable, Config, get_config from traitlets import Instance, Enum, Unicode, observe from ..coursedir import CourseDirectory from ..converters import GenerateAssignment, Autograde, GenerateFeedback, Genera...
8,143
false
0.145549
median
code
normalized
# -*- coding: utf-8 -*- """Python's built-in :mod:`functools` module builds several useful utilities on top of Python's first-class function support. ``funcutils`` generally stays in the same vein, adding to and correcting Python's standard metaprogramming facilities. """ from __future__ import print_function import s...
8,115
false
0.064611
median
code
normalized
# -*- coding: utf-8 -*- """Sample controller with all its actions protected.""" from tg import expose, flash, redirect, request from tg.i18n import lazy_ugettext as l_ from molgears.model import DBSession, Tags, LCompound, LPurity, Names from molgears.model import Compound, User, Projects from molgears.model.auth impor...
8,378
false
0.122737
median
code
normalized
from __future__ import division, print_function, absolute_import import numpy as np from scipy.misc import factorial from scipy.lib.six.moves import xrange __all__ = ["KroghInterpolator", "krogh_interpolate", "BarycentricInterpolator", "barycentric_interpolate", "PiecewisePolynomial", "piecewise_polynomial_interpola...
8,150
false
0.133994
median
code
normalized
#!/usr/bin/python -u # -*- coding: latin-1 -*- # # Utilities and (decompositions of) global constraints in Z3. # # Here I have collected some useful (or perhaps not that useful) methods for z3py. # These where added mostly for simplifying the porting of my "traditional" # constraint programming models. # # ############...
8,052
false
0.123279
median
code
normalized
#!/usr/bin/python3 ''' SPDX-License-Identifier: Apache-2.0 Copyright 2017 Massachusetts Institute of Technology. NOTE: This unittest is being used as a procedural test. The tests must be run in-order and CANNOT be parallelized! Tests all but two RESTful interfaces: * agent's POST /v2/keys/vkey - Done by C...
8,040
false
0.15785
median
code
normalized
import numpy as np from PyQt5 import QtCore, QtGui, QtWidgets from sscanss.config import path_for, settings from sscanss.core.math import Plane, Matrix33, Vector3, clamp, map_range, trunc, VECTOR_EPS from sscanss.core.geometry import mesh_plane_intersection from sscanss.core.util import Primitives, DockFlag, StrainComp...
8,392
false
0.092019
median
code
normalized
import os import requests import pymysql import pytest from flask import url_for from solarforecastarbiter.datamodel import QualityFlagFilter as QFF from sfa_dash import create_app BASE_URL = 'http://localhost' resample_threshold = QFF.resample_threshold_percentage @pytest.fixture(scope='session') def auth_toke...
8,225
false
0.106692
median
code
normalized
# -*- coding: utf-8 -*- # Generated by the protocol buffer compiler. DO NOT EDIT! # source: google/ads/googleads/v6/resources/ad_group.proto """Generated protocol buffer code.""" from google.protobuf import descriptor as _descriptor from google.protobuf import message as _message from google.protobuf import reflection...
8,167
false
0.153852
median
code
normalized
import hashlib import os import sys import shutil import tempfile import filecmp import datetime import stat import time import urllib from util.util import * import functools # FancyURLopener is incorrectly documented; this working handler was # copied from # https://mail.python.org/pipermail/python-bugs-list/2006-F...
8,141
false
0.066776
median
code
normalized
# -*- coding: ISO-8859-15 -*- # ============================================================================= # Copyright (c) 2009 Tom Kralidis # # Authors : Tom Kralidis <tomkralidis@gmail.com> # Angelos Tzotsos <tzotsos@gmail.com> # # Contact email: tomkralidis@gmail.com # ================================...
8,144
false
0.135525
median
code
normalized
# Copyright (C) 2016 Nippon Telegraph and Telephone Corporation. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicab...
7,975
false
0.110801
median
code
normalized
# Copyright Contributors to the Pyro project. # SPDX-License-Identifier: Apache-2.0 import math import warnings import weakref import numpy as np from jax import lax, ops, tree_flatten, tree_map, vmap from jax.flatten_util import ravel_pytree from jax.nn import softplus import jax.numpy as jnp from jax.scipy.linalg ...
8,038
false
0.153113
median
code
normalized
import numpy as np import pytest from scipy import sparse from scipy.sparse import random as sparse_random from sklearn.utils._testing import assert_array_almost_equal from numpy.testing import assert_allclose, assert_array_equal from scipy.interpolate import BSpline from sklearn.linear_model import LinearRegression f...
7,990
false
0.097784
median
code
normalized
import os from collections import defaultdict import sys import hashlib import json import time import string import random import uuid from metaflow.exception import MetaflowException, MetaflowInternalError from metaflow.plugins import ResourcesDecorator, BatchDecorator, RetryDecorator from metaflow.parameters import...
8,236
false
0.097405
median
code
normalized
import copy import datetime import logging import traceback import warnings from pathlib import Path from typing import Any, Dict, Iterable, List, Optional, Tuple, Union from urllib.parse import urlparse from great_expectations._version import get_versions # isort:skip __version__ = get_versions()["version"] # isor...
8,023
false
0.076313
median
code
normalized
import operator import uuid from unittest import mock from django import forms from django.core import serializers from django.core.exceptions import ValidationError from django.core.serializers.json import DjangoJSONEncoder from django.db import ( DataError, IntegrityError, NotSupportedError, OperationalError, co...
8,078
false
0.138807
median
code
normalized
#! /usr/bin/env python from __future__ import division, print_function import argparse import collections import logging import os import random import threading import numpy as np import pandas as pd from itertools import cycle, islice import keras from keras import backend as K from keras import optimizers from ...
8,233
false
0.083456
median
code
normalized
import datetime import os import pipes import signal import time from gppylib.mainUtils import * from gppylib.utils import checkNotNone from gppylib.db import dbconn from gppylib import gparray, gplog from gppylib.commands import unix from gppylib.commands import gp from gppylib.commands import base from gppylib.gpar...
8,049
false
0.093512
median
code
normalized
# (c) Continuum Analytics, Inc. / http://continuum.io # All Rights Reserved # # conda is distributed under the terms of the BSD 3-clause license. # Consult LICENSE.txt or http://opensource.org/licenses/BSD-3-Clause. from __future__ import absolute_import, division, print_function from collections import OrderedDict, ...
8,174
false
0.073185
median
code
normalized
import functools import itertools import logging from collections import defaultdict from typing import TYPE_CHECKING, Dict, List, Optional, Tuple, Union import numpy import pandas from pydantic import Field, root_validator, validator from scipy.optimize import linear_sum_assignment from typing_extensions import Liter...
8,195
false
0.139112
median
code
normalized
# 导入必要的模块 from PyQt5 import QtCore, QtGui from PyQt5.QtWidgets import QApplication, QWidget, QMessageBox, QInputDialog from PyQt5.QtGui import QImage, QIcon, QPixmap from PyQt5.QtCore import QTimer, QDateTime, QCoreApplication, QThread import sys, os import cv2, imutils # 导入UI主界面 import main # 导入信息采集框界面 impor...
8,200
false
0.106534
median
code
normalized
import sys sys.path = ['.'] + sys.path from test.test_support import verbose, run_unittest import re from sre import Scanner import sys, os, traceback # Misc tests from Tim Peters' re.doc # WARNING: Don't change details in these tests if you don't know # what you're doing. Some of these tests were carefuly modeled t...
7,938
false
0.096503
median
code
normalized
""" .. codeauthor:: Tsuyoshi Hombashi <tsuyoshi.hombashi@gmail.com> """ import datetime from decimal import Decimal import pytest from typepy import DateTime, RealNumber, String, Typecode from dataproperty import ( Align, DataPropertyExtractor, Format, LineBreakHandling, MatrixFormatting, Pre...
7,973
false
0.14954
median
code
normalized
# Copyright 2013 Openstack Foundation # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless requ...
8,324
false
0.114381
median
code
normalized
# coding=utf-8 # Copyright 2019 The Open AI Team Authors and The HuggingFace Inc. team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # ...
8,275
false
0.07282
median
code
normalized
from chain.core.api import Resource, ResourceField, CollectionField, \ MetadataCollectionField from chain.core.api import full_reverse, render_error from chain.core.api import CHAIN_CURIES from chain.core.api import BadRequestException, HTTP_STATUS_BAD_REQUEST from chain.core.api import register_resource from chain...
8,273
false
0.118486
median
code
normalized
"""Contains the base scenario class.""" from flow.core.params import InitialConfig from flow.core.params import TrafficLightParams from flow.core.params import SumoCarFollowingParams from flow.core.params import SumoLaneChangeParams import time import xml.etree.ElementTree as ElementTree from lxml import etree from co...
7,938
false
0.111065
median
code
normalized
# -*- coding: utf-8 -*- # # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the #...
8,201
false
0.068259
median
code
normalized
# Python standard libraries import argparse import glob import json import logging import logging.config import os import sys # Non-standard includes import numpy as np import tensorflow as tf # Maybe import tqdm show_progress = False try: import tqdm show_progress = True except ImportError: pass try: ...
8,106
false
0.070305
median
code
normalized
# # Licensed to the Apache Software Foundation (ASF) under one or more # contributor license agreements. See the NOTICE file distributed with # this work for additional information regarding copyright ownership. # The ASF licenses this file to You under the Apache License, Version 2.0 # (the "License"); you may not us...
8,443
false
0.066843
median
code
normalized
# Copyright The PyTorch Lightning team. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to i...
8,090
false
0.116335
median
code
normalized
# -*- encoding: utf-8 -*- from __future__ import unicode_literals import io import os import re import shutil import time import warnings from unittest import SkipTest, skipUnless from django.conf import settings from django.core import management from django.core.management import execute_from_command_line from djan...
8,121
false
0.12244
median
code
normalized
# 定义全局变量和方法 import numpy as np import math # import process.process_finger_data as pfd # 目前选用的图片尺寸 cur_pic_size = [640, 400] # cur_pic_size = [1280, 800] # 相机索引对应相机名称 camera_index_to_name = ['A', 'B', 'C', 'D', 'E', 'F'] # 6个相机的外参 camera_a_outer_para = np.mat([[0.574322111, 0.771054881, 0.275006333, 0.93847817], ...
8,055
false
0.12715
median
code
normalized
# Copyright (c) 2014-2016, NVIDIA CORPORATION. All rights reserved. # BSD 3-clause license from __future__ import absolute_import from __future__ import print_function import math from six.moves import range # Find the best implementation available from aetros.utils.pilutil import imresize try: from cStringIO i...
8,366
false
0.075817
median
code
normalized
# # ReportConverter: A graphical report generator for DRace # # Copyright 2019 Siemens AG # # Authors: # <Philip Harr> <philip.harr@siemens.com> # # SPDX-License-Identifier: MIT # ## \package ReportConverter ## \brief Python XML to HTML report converter for the better visualization of drace result data import...
8,028
false
0.078628
median
code
normalized
from __future__ import absolute_import, division from . import msa_numerics from pydca.fasta_reader import fasta_reader import logging import numpy as np """This module implements Direc Coupling Analysis (DCA) of residue coevolution for protein and RNA sequences using the mean-field algorithm. The final coevolution sc...
8,004
false
0.092506
median
code
normalized
# -*- coding: ISO-8859-15 -*- # ============================================================================= # Copyright (c) 2009 Tom Kralidis # # Authors : Tom Kralidis <tomkralidis@gmail.com> # # Contact email: tomkralidis@gmail.com # ============================================================================= """...
7,954
false
0.126627
median
code
normalized
#!/usr/bin/env python # # Author: Qiming Sun <osirpt.sun@gmail.com> # import ctypes import numpy from pyscf import lib libcgto = lib.load_library('libcgto') ANG_OF = 1 NPRIM_OF = 2 NCTR_OF = 3 KAPPA_OF = 4 PTR_EXP = 5 PTR_COEFF = 6 BAS_SLOTS = 8 def getints(intor_name, atm, bas, env, shls_slice=None...
8,252
false
0.115694
median
code
normalized
""" This file is licensed under the terms of the Apache License, Version 2.0. See the LICENSE file in the root of this repository for complete details. """ # ----------------------------------------------------------------------- # FILTER MANIFEST # -------------------------------------------...
8,123
false
0.148445
median
code
normalized
#!/usr/bin/env python # -*- coding: utf-8 -*- # # PTF Main framework look and feel # # main module imports from src.core import * import sys import readline import os import time import getpass try: import pexpect pexpect_check = 1 except: print("[!] python-pexpect not installed, gitlab will not work") ...
8,097
false
0.120164
median
code
normalized