seq_id
string
text
string
repo_name
string
sub_path
string
file_name
string
file_ext
string
file_size_in_byte
int64
program_lang
string
lang
string
doc_type
string
stars
int64
dataset
string
pt
string
api
list
127123857
'''Most common words used in a text file. I found this great snippet here: https://python-forum.io/Thread-Python-word-counter-and-ranker I added comments, ideas, PEP8. For more snippets: https://stevepython.wordpress.com/ This is similar, but better, than snippet 29. ''' from collect...
null
Python-code-snippets-001-100/048-most common used words in text.py
048-most common used words in text.py
py
828
python
en
code
null
code-starcoder2
66
[ { "api_name": "re.findall", "line_number": 21, "usage_type": "call" }, { "api_name": "collections.Counter", "line_number": 22, "usage_type": "call" } ]
376364173
#Dependencies import pandas as pd from bs4 import BeautifulSoup import requests import pymongo from splinter import Browser from webdriver_manager.chrome import ChromeDriverManager def scrape(): # Setup splinter executable_path = {'executable_path': ChromeDriverManager().install()} browser = Browser('chr...
null
Mission_to_Mars/scrape_mars.py
scrape_mars.py
py
2,299
python
en
code
null
code-starcoder2
66
[ { "api_name": "webdriver_manager.chrome.ChromeDriverManager", "line_number": 13, "usage_type": "call" }, { "api_name": "splinter.Browser", "line_number": 14, "usage_type": "call" }, { "api_name": "bs4.BeautifulSoup", "line_number": 20, "usage_type": "call" }, { "a...
401192285
from collections import deque def operations(opr): if opr[0]=="append": d.append(opr[1]) elif opr[0]=="appendleft": d.appendleft(opr[1]) elif opr[0]=="pop": d.pop() elif opr[0]=="popleft": d.popleft() else: pass if __name__ == "__main__": ...
null
Opr_deque.py
Opr_deque.py
py
567
python
en
code
null
code-starcoder2
66
[ { "api_name": "collections.deque", "line_number": 17, "usage_type": "call" } ]
281852320
''' Created on Jun. 18, 2019 @author: KJNETHER Gets the latest version from pypi and increments by 1 ''' import logging import os import re import requests import packaging.version import bcdc2bcdc import distlib.index pkg_name = bcdc2bcdc.name pkg_name = bcdc2bcdc.name.replace('_', '-') if ('PKG_TYPE' in os.env...
null
version.py
version.py
py
4,483
python
en
code
null
code-starcoder2
66
[ { "api_name": "bcdc2bcdc.name", "line_number": 18, "usage_type": "attribute" }, { "api_name": "bcdc2bcdc.name.replace", "line_number": 21, "usage_type": "call" }, { "api_name": "bcdc2bcdc.name", "line_number": 21, "usage_type": "attribute" }, { "api_name": "os.env...
474554008
#!/usr/bin/env python # -*- coding: utf-8 -*- from django.conf.urls import patterns, include, url urlpatterns = patterns('aluno.views', url(r'^novo/$', 'aluno_novo', name='aluno_novo'), url(r'^lista/$','aluno_lista', name='aluno_lista'), url(r'^editar/(?P<aluno_id>\d+)/$', 'aluno_editar', name='aluno_editar'), ur...
null
academia_app/aluno/urls.py
urls.py
py
481
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.conf.urls.patterns", "line_number": 6, "usage_type": "call" }, { "api_name": "django.conf.urls.url", "line_number": 7, "usage_type": "call" }, { "api_name": "django.conf.urls.url", "line_number": 8, "usage_type": "call" }, { "api_name": "djan...
628823670
import os,sys import utils import cv2 import numpy as np from common_flags import FLAGS from keras.utils import plot_model import cnn_models import math import tensorflow_probability as tfp tfd = tfp.distributions from keras import backend as K TEST_PHASE=0 def central_image_crop(img, crop_height,crop_width): """ ...
null
evaluate_UAVPatrolNet.py
evaluate_UAVPatrolNet.py
py
13,440
python
en
code
null
code-starcoder2
66
[ { "api_name": "tensorflow_probability.distributions", "line_number": 10, "usage_type": "attribute" }, { "api_name": "common_flags.FLAGS.img_mode", "line_number": 28, "usage_type": "attribute" }, { "api_name": "common_flags.FLAGS", "line_number": 28, "usage_type": "name" ...
12731654
# -*- coding: utf-8 -*- """ Created on Fri Aug 14 22:18:10 2020 @author: Bolivar Roman """ import pandas as pd import xlsxwriter save_path = 'artwork_data.pickle' df = pd.read_pickle(save_path) sub_df = df.iloc[49980:50519,:].copy() num_artistas = sub_df['artist'].value_counts() range_cell = 'B2:B{}'.format(len(nu...
null
03 - pandas/deber_grafico.py
deber_grafico.py
py
828
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_pickle", "line_number": 13, "usage_type": "call" }, { "api_name": "xlsxwriter.Workbook", "line_number": 19, "usage_type": "call" } ]
281434653
import typing from .implementation import CopyWriteMetadataKey, Key, sfn, copy_write_metadata_sfn def copy_sfn_event( source_bucket: str, source_key: str, destination_bucket: str, destination_key: str ) -> typing.MutableMapping[str, str]: """Returns the initial event object to start the s3-s3 cop...
null
dss/stepfunctions/s3copyclient/__init__.py
__init__.py
py
1,196
python
en
code
null
code-starcoder2
66
[ { "api_name": "implementation.Key.SOURCE_BUCKET", "line_number": 12, "usage_type": "attribute" }, { "api_name": "implementation.Key", "line_number": 12, "usage_type": "name" }, { "api_name": "implementation.Key.SOURCE_KEY", "line_number": 13, "usage_type": "attribute" }...
399986971
from __future__ import absolute_import import abc import logging import mimetypes import os import shutil import string import tempfile import zipfile from inspect import isclass import six import webob.exc from markupsafe import escape from galaxy import util from galaxy.datatypes.metadata import MetadataElement #...
null
lib/galaxy/datatypes/data.py
data.py
py
48,426
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 41, "usage_type": "call" }, { "api_name": "abc.ABCMeta", "line_number": 51, "usage_type": "attribute" }, { "api_name": "galaxy.datatypes.metadata.MetadataElement", "line_number": 90, "usage_type": "call" }, { "api_...
297810792
from __future__ import unicode_literals import csv import os from django.conf import settings from django.contrib.auth import models as admin_models from django.core.exceptions import ValidationError from django.db import models from django.db.models import Avg, F from django.utils import timezone from register.email...
null
register/models.py
models.py
py
11,142
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.join", "line_number": 46, "usage_type": "call" }, { "api_name": "os.path", "line_number": 46, "usage_type": "attribute" }, { "api_name": "django.conf.settings.BASE_DIR", "line_number": 46, "usage_type": "attribute" }, { "api_name": "django.c...
570813543
import os from six.moves import urllib import json import base64 import urllib.parse as parse import boto3 from botocore.exceptions import ClientError REPLYWORDS = [ 'help', 'error' ] BLOCK_REPLY_V2 = """ [ { "type": "section", "text": { "type": "mrkdwn", "text": "T...
null
lambda/lambda_function.py
lambda_function.py
py
11,009
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.environ", "line_number": 268, "usage_type": "attribute" }, { "api_name": "six.moves.urllib.parse.urlencode", "line_number": 270, "usage_type": "call" }, { "api_name": "six.moves.urllib.parse", "line_number": 270, "usage_type": "attribute" }, { "a...
501703121
from sklearn.preprocessing import StandardScaler def normalisation(trainData, testData, una): scaler = StandardScaler() if not isinstance(trainData[0], list): # encode each sample into a list trainData = [[d] for d in trainData] testData = [[d] for d in testData] unaDa...
null
examen_4/normalization_stuff.py
normalization_stuff.py
py
1,896
python
en
code
null
code-starcoder2
66
[ { "api_name": "sklearn.preprocessing.StandardScaler", "line_number": 5, "usage_type": "call" } ]
206206544
""" Pagination fields """ import warnings from collections import OrderedDict from rest_framework.pagination import LimitOffsetPagination, PageNumberPagination from rest_framework.utils.urls import remove_query_param, replace_query_param from rest_framework.views import Response class JsonApiPageNumberPagination(Pag...
null
rest_framework_json_api/pagination.py
pagination.py
py
5,815
python
en
code
null
code-starcoder2
66
[ { "api_name": "rest_framework.pagination.PageNumberPagination", "line_number": 12, "usage_type": "name" }, { "api_name": "rest_framework.utils.urls.replace_query_param", "line_number": 24, "usage_type": "call" }, { "api_name": "rest_framework.views.Response", "line_number": 3...
75617312
import sys sys.path.append('/Users/hsnu130427/BigdataCourse/Recommender/') import pandas as pd import numpy as np from datetime import datetime from sqlalchemy.sql import select from db_setting import db_connection from db_setting import data_config from db_setting import orm conn = db_connection.engine.connect() '...
null
BigdataCourse/RecommenderSystem/db_setting/data_resource.py
data_resource.py
py
2,832
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.path.append", "line_number": 2, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 2, "usage_type": "attribute" }, { "api_name": "db_setting.db_connection.engine.connect", "line_number": 13, "usage_type": "call" }, { "api_name": "d...
326713978
import logging import json import time import re import boto3 from AWSIoTPythonSDK.MQTTLib import AWSIoTMQTTClient from policy import myenforcer myclientID = "basicPubSub" host = "a357dlfn55njoi.iot.us-west-2.amazonaws.com" mode = "both" global client global myclient global client1 global groupLocation global subGrou...
null
SmartCarController.py
SmartCarController.py
py
13,108
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.basicConfig", "line_number": 24, "usage_type": "call" }, { "api_name": "logging.INFO", "line_number": 24, "usage_type": "attribute" }, { "api_name": "boto3.client", "line_number": 26, "usage_type": "call" }, { "api_name": "boto3.client", ...
340368739
"""proyectoweb URL Configuration The `urlpatterns` list routes URLs to views. For more information please see: https://docs.djangoproject.com/en/2.2/topics/http/urls/ Examples: Function views 1. Add an import: from my_app import views 2. Add a URL to urlpatterns: path('', views.home, name='home') Class-b...
null
AppDia/urls.py
urls.py
py
1,764
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.urls.path", "line_number": 23, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 24, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 25, "usage_type": "call" }, { "api_name": "django.urls.path",...
60421009
#!/usr/bin/env python # -*- coding: utf-8 -*- """ Create rank plots from best table json files. Author: Gertjan van den Burg Copyright (c) 2020 - The Alan Turing Institute License: See the LICENSE file. """ import argparse from labella.timeline import TimelineTex from labella.scale import LinearScale from rank_co...
null
analysis/scripts/rank_plots.py
rank_plots.py
py
3,817
python
en
code
null
code-starcoder2
66
[ { "api_name": "argparse.ArgumentParser", "line_number": 23, "usage_type": "call" }, { "api_name": "rank_common.compute_ranks", "line_number": 62, "usage_type": "call" }, { "api_name": "labella.scale.LinearScale", "line_number": 73, "usage_type": "call" }, { "api_n...
592320563
from matplotlib import pyplot import time start_time = time.time() from datetime import datetime from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer #from vaderSentiment_fr.vaderSentiment import SentimentIntensityAnalyzer import elasticsearch import matplotlib.pyplot as plt from elasticsearch import...
null
back_up_file/main.py
main.py
py
9,850
python
en
code
null
code-starcoder2
66
[ { "api_name": "time.time", "line_number": 3, "usage_type": "call" }, { "api_name": "twitter.Api", "line_number": 22, "usage_type": "call" }, { "api_name": "elasticsearch.Elasticsearch", "line_number": 28, "usage_type": "call" }, { "api_name": "twitter.error.Twitte...
41783896
import sys import os from pyspark.streaming.context import StreamingContext work_path = "/Users/Jason/Documents/Python/MyPython/Streaming" sys.path.append(work_path) # Spark session from pyspark.sql import SparkSession spark = SparkSession.builder.master("local[*]").appName("streaming_data").config("spark.sql.warehou...
null
Streaming/read_streamingdata.py
read_streamingdata.py
py
1,854
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.path.append", "line_number": 6, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 6, "usage_type": "attribute" }, { "api_name": "pyspark.sql.SparkSession.builder.master", "line_number": 10, "usage_type": "call" }, { "api_name": "p...
519974910
import jieba import torch import nlp.lang_translation.config as config from nlp.lang_translation.data_utils import get_lang_dict from nlp.lang_translation.seq2seq.models import EncoderRNN, AttDecoderRNN device = torch.device('cpu') def predict(input_tensor, words_len, encoder: EncoderRNN, decoder: AttDecoderRNN, ta...
null
nlp/lang_translation/evaluate.py
evaluate.py
py
3,379
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.device", "line_number": 8, "usage_type": "call" }, { "api_name": "nlp.lang_translation.seq2seq.models.EncoderRNN", "line_number": 11, "usage_type": "name" }, { "api_name": "nlp.lang_translation.seq2seq.models.AttDecoderRNN", "line_number": 11, "usage_...
192520978
from kivy.graphics.vertex_instructions import Rectangle from kivy.graphics import Color from kivy.uix.label import Label from kivy.core.window import Keyboard from src.core.screen import Screen from src.core.camera import OrthographicCamera import random class GameScreen(Screen): def __init__(self, **kwargs): ...
null
excellent-exorcists/src/screens/game_screen.py
game_screen.py
py
2,171
python
en
code
null
code-starcoder2
66
[ { "api_name": "src.core.screen.Screen", "line_number": 13, "usage_type": "name" }, { "api_name": "src.core.camera.OrthographicCamera", "line_number": 22, "usage_type": "call" }, { "api_name": "random.randint", "line_number": 23, "usage_type": "call" }, { "api_name...
87458555
''' Created on Nov 7, 2020 @author: Luis, carlos, yoshi, jack ''' import cv2 import time from face_detection import FaceDetector # from motion_tracking import MotionTracker # from multiprocessing import Process, Pipe import numpy as np from threading import Thread # __init__ and the __call__ are the only methods tha...
null
main/capture_image.py
capture_image.py
py
5,064
python
en
code
null
code-starcoder2
66
[ { "api_name": "face_detection.FaceDetector", "line_number": 19, "usage_type": "call" }, { "api_name": "cv2.VideoCapture", "line_number": 33, "usage_type": "call" }, { "api_name": "threading.Thread", "line_number": 37, "usage_type": "call" }, { "api_name": "time.sl...
332195789
#!/usr/bin/env python #-*- coding: utf-8 -*- """ .. topic:: post_analysis.py summary Module that implements functions that create graphical output given the standard stocatree outputs. :Code: mature :Documentation: mature :Author: Thomas Cokelaer <Thomas.Cokelaer@sophia.inria.fr> :Revision: $I...
null
src/openalea/stocatree/post_analysis.py
post_analysis.py
py
2,005
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.loadtxt", "line_number": 36, "usage_type": "call" }, { "api_name": "pylab.datestr2num", "line_number": 36, "usage_type": "attribute" }, { "api_name": "numpy.array", "line_number": 37, "usage_type": "call" }, { "api_name": "pylab.num2date", ...
389454215
from flask import Flask,jsonify, Response import math import hashlib #instantiate the Flask object app = Flask(__name__) @app.route("/") def index(): return "Welcome to the Project 5 API" # mb5 hash converter @app.route('/md5/<string:input>', methods=['GET']) def get_md5(input): res = hashlib.md5(input.encode()) ...
null
app.py
app.py
py
938
python
en
code
null
code-starcoder2
66
[ { "api_name": "flask.Flask", "line_number": 6, "usage_type": "call" }, { "api_name": "hashlib.md5", "line_number": 15, "usage_type": "call" }, { "api_name": "flask.jsonify", "line_number": 16, "usage_type": "call" }, { "api_name": "math.factorial", "line_numbe...
643209980
import torch from scipy.integrate import ode import numpy as np import matplotlib.pyplot as plt from matplotlib import cm class TwoLayerNet(torch.nn.Module): def __init__(self,D_in,H1): super(TwoLayerNet, self).__init__() # self.linear1 = torch.nn.Linear(D_in, H1) # self.linear2 = torch.nn....
null
test_4_10/nn_new_controller_symmetry.py
nn_new_controller_symmetry.py
py
27,338
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.nn", "line_number": 7, "usage_type": "attribute" }, { "api_name": "torch.nn.Linear", "line_number": 12, "usage_type": "call" }, { "api_name": "torch.nn", "line_number": 12, "usage_type": "attribute" }, { "api_name": "torch.nn.Linear", "lin...
152700703
from io import StringIO from wsgiref.util import FileWrapper from dicttoxml import dicttoxml import json, time from xml.dom.minidom import parseString import urllib from django.db import IntegrityError from django.core.paginator import Paginator, EmptyPage, PageNotAnInteger from django.http import HttpResponse from dj...
null
src/apps/websites/utils.py
utils.py
py
4,467
python
en
code
null
code-starcoder2
66
[ { "api_name": "models.Website", "line_number": 22, "usage_type": "call" }, { "api_name": "models.Page", "line_number": 23, "usage_type": "call" }, { "api_name": "lib.crabler.httpalm.make_proper_url", "line_number": 25, "usage_type": "call" }, { "api_name": "lib.cr...
28272029
import os import argparse import traceback from html.parser import HTMLParser from urllib.parse import urlparse, urljoin, urlunparse import requests root_site_name = '' root_path = '' registered_tag_handlers = {} processed = set() args = None class URL: def __init__(self, url): self.url = url.strip() ...
null
main.py
main.py
py
12,003
python
en
code
null
code-starcoder2
66
[ { "api_name": "urllib.parse.urlparse", "line_number": 21, "usage_type": "call" }, { "api_name": "os.path.split", "line_number": 51, "usage_type": "call" }, { "api_name": "os.path", "line_number": 51, "usage_type": "attribute" }, { "api_name": "os.path.splitext", ...
328837502
import os, math, random, engine,pyglet,time,interface from random import randint from pyglet.window import key,mouse from pyglet import font from game_objects import Player from game_objects import Display_input from game_objects import Game dictionary = open('dictionary.txt').read().splitlines() #to utilize...
null
ali/main.py
main.py
py
3,793
python
en
code
null
code-starcoder2
66
[ { "api_name": "interface.width", "line_number": 12, "usage_type": "attribute" }, { "api_name": "interface.height", "line_number": 12, "usage_type": "attribute" }, { "api_name": "pyglet.window.Window", "line_number": 15, "usage_type": "call" }, { "api_name": "pygle...
340410735
# -*- coding: utf-8 -*- import grokcore.viewlet as grok from grokui.base import IGrokUIPluginInfo, GrokUIView, GrokUILayer, IUIPanel from megrok.layout import Page from zope.component import getUtilitiesFor from zope.location import LocationProxy from zope.schema.fieldproperty import FieldProperty from zope.traversing...
null
grokui.base/branches/plugin-info/src/grokui/base/info.py
info.py
py
1,303
python
en
code
null
code-starcoder2
66
[ { "api_name": "grokcore.viewlet.templatedir", "line_number": 11, "usage_type": "call" }, { "api_name": "grokcore.viewlet", "line_number": 11, "usage_type": "name" }, { "api_name": "grokcore.viewlet.GlobalUtility", "line_number": 14, "usage_type": "attribute" }, { ...
193391371
from django.shortcuts import get_object_or_404 from rest_framework import status from rest_framework.response import Response from rest_framework.views import APIView from user_profile.models import UserProfile, DoctorProfile from user_profile.serializers import ( UserProfileSerializer, UserProfileSerializerUpd...
null
backend/user_profile/views/profile.py
profile.py
py
2,461
python
en
code
null
code-starcoder2
66
[ { "api_name": "rest_framework.views.APIView", "line_number": 16, "usage_type": "name" }, { "api_name": "user_profile.models.UserProfile.objects.all", "line_number": 24, "usage_type": "call" }, { "api_name": "user_profile.models.UserProfile.objects", "line_number": 24, "us...
261724525
import pyb from BME280 import BME280 import ujson bme = BME280() adcall = pyb.ADCAll(12, 0x70000) vref = adcall.read_vref() adc0 = pyb.ADC(pyb.Pin.board.A0) adc1 = pyb.ADC(pyb.Pin.board.A1) adc2 = pyb.ADC(pyb.Pin.board.A2) adc3 = pyb.ADC(pyb.Pin.board.A3) adc4 = pyb.ADC(pyb.Pin.board.A4) adc5 = pyb.ADC(pyb.Pin....
null
DAQ.py
DAQ.py
py
1,459
python
en
code
null
code-starcoder2
66
[ { "api_name": "BME280.BME280", "line_number": 5, "usage_type": "call" }, { "api_name": "pyb.ADCAll", "line_number": 7, "usage_type": "call" }, { "api_name": "pyb.ADC", "line_number": 10, "usage_type": "call" }, { "api_name": "pyb.Pin", "line_number": 10, "...
605353787
import sys import os import configparser current_path = os.path.dirname(os.path.abspath(__file__)) sys.path.append(os.path.join(current_path, '../')) config = configparser.ConfigParser() config.read(filenames=sys.argv[1]) for section in config.sections(): print() print('[' + section + ']') for key in con...
null
PNData/config.py
config.py
py
379
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.dirname", "line_number": 5, "usage_type": "call" }, { "api_name": "os.path", "line_number": 5, "usage_type": "attribute" }, { "api_name": "os.path.abspath", "line_number": 5, "usage_type": "call" }, { "api_name": "sys.path.append", "line...
536150293
import discord from discord.ext import commands # import json from __main__ import send_cmd_help from .cdtembed import CDTEmbed from .cdtpagesmenu import PagesMenu from .cdtdiagnostics import DIAGNOSTICS from .utils import chat_formatting as chat from .utils.dataIO import dataIO basepath = "https://raw.git...
null
mcocMaps/mcocMaps.py
mcocMaps.py
py
14,219
python
en
code
null
code-starcoder2
66
[ { "api_name": "cdtdiagnostics.DIAGNOSTICS", "line_number": 24, "usage_type": "call" }, { "api_name": "utils.dataIO.dataIO.load_json", "line_number": 25, "usage_type": "call" }, { "api_name": "utils.dataIO.dataIO", "line_number": 25, "usage_type": "name" }, { "api_...
654135331
"""Contains the code for dealing with and defining atomium data dictionaries.""" from copy import deepcopy from itertools import groupby from .file import File from ..models import * from ..models.data import CODES, BONDS def generate_higher_structures(models): """Takes a list of model dictionaries, and for each ...
null
atomium/files/data.py
data.py
py
8,126
python
en
code
null
code-starcoder2
66
[ { "api_name": "copy.deepcopy", "line_number": 21, "usage_type": "call" }, { "api_name": "copy.deepcopy", "line_number": 30, "usage_type": "call" }, { "api_name": "file.File", "line_number": 44, "usage_type": "call" }, { "api_name": "itertools.groupby", "line_n...
45187264
# -*- coding: utf-8 -*- """Get Wikidata xrefs. Run with python -m pyobo.xrefdb.sources.wikidata """ import logging from typing import Iterable, Tuple import click import pandas as pd import requests from ...cli_utils import verbose_option from ...registries.registries import CURATED_REGISTRY_DATABASE logger = log...
null
src/pyobo/xrefdb/sources/wikidata.py
wikidata.py
py
2,106
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 18, "usage_type": "call" }, { "api_name": "registries.registries.CURATED_REGISTRY_DATABASE.items", "line_number": 26, "usage_type": "call" }, { "api_name": "registries.registries.CURATED_REGISTRY_DATABASE", "line_number": 26, ...
197845845
import json import sys import gzip import matplotlib.pyplot as plt import numpy as np import math import statistics def mean_margin(data_list): n = 0 mean = 0.0 stdev = 0.0 zstar = 1.645 # for 90% -- 1.96 # for 95% margin = 0.0 n = len(data_list) if (n == 1): return data_list[0], 0 #end_if mean = st...
null
process/zoomgraph_throughput.py
zoomgraph_throughput.py
py
5,079
python
en
code
null
code-starcoder2
66
[ { "api_name": "statistics.mean", "line_number": 27, "usage_type": "call" }, { "api_name": "statistics.stdev", "line_number": 28, "usage_type": "call" }, { "api_name": "math.sqrt", "line_number": 29, "usage_type": "call" }, { "api_name": "gzip.open", "line_numb...
451285127
#!/usr/bin/env python3 __author__ = 'wlu' import sys print(sys.path) import subprocess import hailtop.batch as hb import argparse import hail as hl import logging from google.cloud import storage # from ccdg_qc.resources import * logging.basicConfig(format="%(levelname)s (%(name)s %(lineno)s): %(message)s") logger =...
null
scripts/final_subset/create_sample_subset.py
create_sample_subset.py
py
8,521
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.path", "line_number": 6, "usage_type": "attribute" }, { "api_name": "logging.basicConfig", "line_number": 15, "usage_type": "call" }, { "api_name": "logging.getLogger", "line_number": 16, "usage_type": "call" }, { "api_name": "logging.INFO", ...
324046158
import torch import cupy as cp import numpy as np import math from .CustomKernel import CustomKernel from ..util import get_absolute_path class Top1SelectCuda(CustomKernel): """ tpb: threads per block, needs to be a power of 2 between 32 and 1024 queue_capacity: capacity of thread queue buffer_size: num...
null
torchpq/kernels/Top1SelectCuda.py
Top1SelectCuda.py
py
3,132
python
en
code
null
code-starcoder2
66
[ { "api_name": "CustomKernel.CustomKernel", "line_number": 9, "usage_type": "name" }, { "api_name": "util.get_absolute_path", "line_number": 31, "usage_type": "call" }, { "api_name": "cupy.RawKernel", "line_number": 41, "usage_type": "call" }, { "api_name": "cupy.R...
326492884
import torch import torch.nn as nn import torch.nn.functional as F import torch __all__ = ['SparseConv2d', 'SparseLinear'] def reshape_tensor(matrix, m): if matrix.shape[1] % m > 0: # padding 0 mat = torch.cuda.FloatTensor(matrix.shape[0], matrix.shape[1] + (m - matrix.shape...
null
src/vai_quantizer/vai_q_pytorch/pytorch_binding/pytorch_nndct/nn/modules/sparse_ops.py
sparse_ops.py
py
4,440
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.cuda.FloatTensor", "line_number": 11, "usage_type": "call" }, { "api_name": "torch.cuda", "line_number": 11, "usage_type": "attribute" }, { "api_name": "torch.zeros_like", "line_number": 22, "usage_type": "call" }, { "api_name": "torch.min", ...
363538941
import torch import torch.nn as nn from copy import deepcopy # from ..cell_operations import ResNetBasicblock # from .search_cells import NAS201SearchCell as SearchCell # from .genotypes import Structure from cell_operations import OPS,ResNetBasicblock,NAS_BENCH_201 class NAS201SearchCell(nn.Module): d...
null
search_cnn_nasbench_progressive/models.py
models.py
py
4,506
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.nn.Module", "line_number": 9, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 9, "usage_type": "name" }, { "api_name": "copy.deepcopy", "line_number": 14, "usage_type": "call" }, { "api_name": "torch.nn.ModuleDict", "...
89076789
#!/usr/bin/env python from easydict import EasyDict as edict import os,sys,pickle from os import path as osp def inspect_config(config): print("--") for config_key,config_value in config.items(): if type(config_value) is edict or type(config_value) is dict: print(config_key) fo...
null
tools/fresh_analyze.py
fresh_analyze.py
py
1,304
python
en
code
null
code-starcoder2
66
[ { "api_name": "easydict.EasyDict", "line_number": 10, "usage_type": "name" }, { "api_name": "sys.argv", "line_number": 21, "usage_type": "attribute" }, { "api_name": "pickle.load", "line_number": 25, "usage_type": "call" } ]
320298800
from django import forms from .models import ImageRecord, MeasurementRecord, StrengthRecord, CardioRecord class ImageRecordForm(forms.ModelForm): class Meta: model = ImageRecord fields = [ 'front_img', 'side_img', 'back_img', ]...
null
training/forms.py
forms.py
py
3,695
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.forms.ModelForm", "line_number": 4, "usage_type": "attribute" }, { "api_name": "django.forms", "line_number": 4, "usage_type": "name" }, { "api_name": "models.ImageRecord", "line_number": 6, "usage_type": "name" }, { "api_name": "django.forms...
470425367
# -*- coding: utf-8 -*- """ This module contains various component features used by HOD-style models of the galaxy-halo connection. For example, the `~halotools.empirical_models.Kravtsov04Cens` class governs the occupation statistics of a centrals-like population, and so has a ``mean_occupation`` method. A common...
null
halotools/empirical_models/hod_components.py
hod_components.py
py
27,586
python
en
code
null
code-starcoder2
66
[ { "api_name": "occupation_helpers.enforce_required_haloprops", "line_number": 47, "usage_type": "call" }, { "api_name": "occupation_helpers.count_haloprops", "line_number": 50, "usage_type": "call" }, { "api_name": "abc.abstractmethod", "line_number": 59, "usage_type": "n...
3300671
import scrapy from ..items import Website class DmozSpider(scrapy.Spider): name = "dmoz" allowed_domains = ["dmoz.org"] start_urls = [ "http://www.dmoz.org/Computers/Programming/Languages/Python/Books/", "http://www.dmoz.org/Computers/Programming/Languages/Python/Resources/", ] d...
null
dirbot/spiders/dmoz.py
dmoz.py
py
1,124
python
en
code
null
code-starcoder2
66
[ { "api_name": "scrapy.Spider", "line_number": 6, "usage_type": "attribute" }, { "api_name": "items.Website", "line_number": 25, "usage_type": "call" } ]
176923333
#!/usr/bin/env python # coding: utf-8 # In[ ]: import requests from bs4 import BeautifulSoup import pandas as pd import numpy as np data =[] for i in range(159): proj = requests.get(f'https://surp-iitb.herokuapp.com/project.php?param={i+2101}') soup = BeautifulSoup(proj.content, 'html.parser') proj_id =...
null
Small projects/Scraped-surp-main/scrapedSURP.py
scrapedSURP.py
py
1,185
python
en
code
null
code-starcoder2
66
[ { "api_name": "requests.get", "line_number": 14, "usage_type": "call" }, { "api_name": "bs4.BeautifulSoup", "line_number": 15, "usage_type": "call" }, { "api_name": "pandas.DataFrame", "line_number": 49, "usage_type": "call" } ]
294187356
import json from database_sanitizer.session import hash_text_to_ints LETTERS = 'ABCDEFGHIJKLMNOPQRSTUVWXYZ' DIGITS = '0123456789' N_LETTERS = len(LETTERS) N_DIGITS = len(DIGITS) def sanitize_registration_number(value): if not value: return value normalized = value.replace('-', '').replace(' ', '')....
null
sanitizers/parkkihubi.py
parkkihubi.py
py
1,083
python
en
code
null
code-starcoder2
66
[ { "api_name": "database_sanitizer.session.hash_text_to_ints", "line_number": 22, "usage_type": "call" }, { "api_name": "json.loads", "line_number": 33, "usage_type": "call" }, { "api_name": "json.dumps", "line_number": 37, "usage_type": "call" } ]
267467329
import requests from os import path import csv import time ## def getsubinfo(): helper = {'STOPID':'https://api.umd.io/v1/bus/stops/', 'ROUTES':'https://api.umd.io/v1/bus/routes/', 'TIMES':'https://api.umd.io/v1/bus/routes/'} for i in helper.keys(): print(i) inner = input...
null
server_files/other/fulldata/subdata.py
subdata.py
py
2,268
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.exists", "line_number": 15, "usage_type": "call" }, { "api_name": "os.path", "line_number": 15, "usage_type": "name" }, { "api_name": "requests.get", "line_number": 41, "usage_type": "call" }, { "api_name": "requests.get", "line_number":...
96817741
#coding=utf-8 import requests from retrying import retry from lxml import etree import json from queue import Queue import threading class QiuBai: def __init__(self): self.temp_url = "https://www.qiushibaike.com/8hr/page/{}/" self.headers = {"User-Agent":"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_1...
null
ch4/code/qiubai_queue.py
qiubai_queue.py
py
3,790
python
en
code
null
code-starcoder2
66
[ { "api_name": "queue.Queue", "line_number": 13, "usage_type": "call" }, { "api_name": "queue.Queue", "line_number": 14, "usage_type": "call" }, { "api_name": "queue.Queue", "line_number": 15, "usage_type": "call" }, { "api_name": "requests.get", "line_number":...
405503906
from itertools import permutations # global ans_arr=[] ## gcd def gcd(a, b): if a < b: a, b = b, a y = a % b if y == 0: return b else: a, b = b, y return gcd(a,b) # prime for j in range(int(input(""))): group_arr = [] num_arr=[] ipt=input("") ipt_ar...
null
b573.排列組合、最大公因數.py
b573.排列組合、最大公因數.py
py
763
python
en
code
null
code-starcoder2
66
[ { "api_name": "itertools.permutations", "line_number": 29, "usage_type": "call" } ]
545593063
#!/usr/bin/env python """ Usage: salt-state-graph <inputfile> <outputfile> A tool that ingests the YAML representing the Salt (show)lowstate (or show_low_sls) for a single minion and produces a program written in DOT. The tool is useful for visualising the dependency graph of a Salt states. """ from pydot import...
null
salt-state-graph.py
salt-state-graph.py
py
4,894
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.stderr.write", "line_number": 18, "usage_type": "call" }, { "api_name": "sys.stderr", "line_number": 18, "usage_type": "attribute" }, { "api_name": "sys.exit", "line_number": 19, "usage_type": "call" }, { "api_name": "collections.defaultdict", ...
411785869
from sklearn.feature_extraction.text import CountVectorizer import jieba #给出文档集,放在字符串列表中 corpus = [ "我是中国人,我爱中国", "我是上海人", "我住在上海松江大学城" ] split_corpus = [] #初始化存储jieba分词后的列表 #循环为corpus中的每个字符串分词 for c in corpus: #jieba分词后的字符串列表拼接为一个字符串,元素之间用空格分割 s = " ".join(jieba.lcut(c)) #将分词得到的列表 split_c...
null
数据科学课本资料/例题源程序-学生/6-textbow.py
6-textbow.py
py
1,154
python
en
code
null
code-starcoder2
66
[ { "api_name": "jieba.lcut", "line_number": 15, "usage_type": "call" }, { "api_name": "sklearn.feature_extraction.text.CountVectorizer", "line_number": 20, "usage_type": "call" }, { "api_name": "sklearn.feature_extraction.text.TfidfTransformer", "line_number": 30, "usage_t...
574764873
import random import pymysql class CommonUtility: @staticmethod def get_random_phone(): """返回一个标准手机号的字符串""" second = [3, 4, 5, 7, 8][random.randint(0, 4)] third = { 3: random.randint(0, 9), 4: [5, 7, 9][random.randint(0, 2)], 5: [i for i in range(10)...
null
utility/common.py
common.py
py
9,709
python
en
code
null
code-starcoder2
66
[ { "api_name": "random.randint", "line_number": 9, "usage_type": "call" }, { "api_name": "random.randint", "line_number": 11, "usage_type": "call" }, { "api_name": "random.randint", "line_number": 12, "usage_type": "call" }, { "api_name": "random.randint", "lin...
459291710
from google.cloud import vision import os import requests from dotenv import load_dotenv load_dotenv() GOOGLE_API_KEY = os.getenv("GOOGLE_API_KEY") # os.environ["GOOGLE_APPLICATION_CREDENTIALS"]="env/key.json" # image_uri = 'gs://cloud-samples-data/vision/using_curl/shanghai.jpeg' # client = vision.ImageAnnotatorClien...
null
app.py
app.py
py
1,912
python
en
code
null
code-starcoder2
66
[ { "api_name": "dotenv.load_dotenv", "line_number": 5, "usage_type": "call" }, { "api_name": "os.getenv", "line_number": 6, "usage_type": "call" }, { "api_name": "requests.post", "line_number": 30, "usage_type": "call" } ]
173714272
# This Source Code Form is subject to the terms of the Mozilla Public # License, v. 2.0. If a copy of the MPL was not distributed with this file, # You can obtain one at http://mozilla.org/MPL/2.0/. import time import logging import psutil import mozcrash from mozprocess import ProcessHandler from threading import Eve...
null
talos/talos_process.py
talos_process.py
py
4,092
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.debug", "line_number": 29, "usage_type": "call" }, { "api_name": "psutil.TimeoutExpired", "line_number": 33, "usage_type": "attribute" }, { "api_name": "logging.debug", "line_number": 52, "usage_type": "call" }, { "api_name": "time.time", ...
282935415
#!/usr/bin/env python3 # SPDX-License-Identifier: Apache-2.0 """Test A&AI VNF module.""" from unittest import mock import pytest from onapsdk.aai.business import ServiceInstance, VnfInstance from onapsdk.so.deletion import VnfDeletionRequest from onapsdk.so.instantiation import VfModuleInstantiation from onapsdk.exc...
null
tests/test_aai_vnf.py
test_aai_vnf.py
py
11,022
python
en
code
null
code-starcoder2
66
[ { "api_name": "onapsdk.aai.business.ServiceInstance", "line_number": 185, "usage_type": "call" }, { "api_name": "onapsdk.aai.business.VnfInstance", "line_number": 187, "usage_type": "call" }, { "api_name": "unittest.mock.patch.object", "line_number": 183, "usage_type": "c...
498938054
''' AI Fashion Coordinator (Baseline For Fashion-How Challenge) MIT License Copyright (C) 2021, Integrated Intelligence Research Section, ETRI 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 wit...
null
requirement.py
requirement.py
py
4,875
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.nn.Module", "line_number": 35, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 35, "usage_type": "name" }, { "api_name": "torch.nn.Parameter", "line_number": 52, "usage_type": "call" }, { "api_name": "torch.nn", "line...
618950321
import time import argparse import numpy as np import sys import os from threading import Thread import multiprocessing import glob import sounddevice as sd import soundfile as sf import pyrealsense2 as rs import cv2 import json import pdb parser = argparse.ArgumentParser(description="") parser.add_argument('--room...
null
record_video_audio_UM.py
record_video_audio_UM.py
py
6,755
python
en
code
null
code-starcoder2
66
[ { "api_name": "argparse.ArgumentParser", "line_number": 18, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 30, "usage_type": "call" }, { "api_name": "os.path", "line_number": 30, "usage_type": "attribute" }, { "api_name": "threading.Thread", ...
104871832
#!/usr/bin/env python # -*- coding: utf-8 -*- # #Edited from python-telegram-bot sample echo.py import logging import telegram from telegram.error import NetworkError, Unauthorized from time import sleep import datetime import time import json import sys import os def printWithTimeStamp(s): ms=int(datetime.dateti...
null
yaowan.py
yaowan.py
py
7,398
python
en
code
null
code-starcoder2
66
[ { "api_name": "datetime.datetime.now", "line_number": 17, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 17, "usage_type": "attribute" }, { "api_name": "time.strftime", "line_number": 20, "usage_type": "call" }, { "api_name": "time.local...
51654432
from sense_hat import SenseHat from datetime import datetime import pytz import os import csv import os from dateutil.relativedelta import relativedelta from data_types import Schedule def main(): filename = get_data_file() data = load_file(filename) sense = SenseHat() local_tz = pytz.timezone('Americ...
null
program.py
program.py
py
1,792
python
en
code
null
code-starcoder2
66
[ { "api_name": "sense_hat.SenseHat", "line_number": 14, "usage_type": "call" }, { "api_name": "pytz.timezone", "line_number": 15, "usage_type": "call" }, { "api_name": "pytz.utc.localize", "line_number": 16, "usage_type": "call" }, { "api_name": "pytz.utc", "li...
346213854
from sqlalchemy import create_engine, select from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.sql.expression import null from sqlalchemy.sql.schema import Column, ForeignKey, Sequence from sqlalchemy.sql.sqltypes import DateTime, Integer, String from sqlalchemy.sql import func from sqlalchemy.orm...
null
selenium/beebom_selenium_scroll.py
beebom_selenium_scroll.py
py
8,745
python
en
code
null
code-starcoder2
66
[ { "api_name": "sqlalchemy.orm.sessionmaker", "line_number": 27, "usage_type": "call" }, { "api_name": "connection.engine", "line_number": 27, "usage_type": "name" }, { "api_name": "selenium.webdriver.chrome.options.Options", "line_number": 44, "usage_type": "call" }, ...
24575371
import pygame from pytmx.util_pygame import load_pygame size = 16 pygame.init() class Map(object): def __init__(self,filename): self.filename = None self.data = None self.tile_size = (0,0) self.right = [] self.left = [] self.events = [] self.catchable = {} self.prevlevel = [] self.nextlevel = [] ...
null
maps.py
maps.py
py
7,842
python
en
code
null
code-starcoder2
66
[ { "api_name": "pygame.init", "line_number": 5, "usage_type": "call" }, { "api_name": "pytmx.util_pygame.load_pygame", "line_number": 40, "usage_type": "call" }, { "api_name": "pytmx.util_pygame.load_pygame", "line_number": 154, "usage_type": "call" } ]
409850933
import math import defs import pyglet import queue from api_handler import APIHandlerThread from helper import cube_vertices, normalize, sectorize from pyglet.window import key, mouse from pyglet.gl import * from model import Model class Window(pyglet.window.Window): def __init__(self, *args, **kwargs): ...
null
src/core/window.py
window.py
py
16,232
python
en
code
null
code-starcoder2
66
[ { "api_name": "pyglet.window", "line_number": 12, "usage_type": "attribute" }, { "api_name": "defs.BRICK", "line_number": 53, "usage_type": "attribute" }, { "api_name": "defs.GRASS", "line_number": 53, "usage_type": "attribute" }, { "api_name": "defs.SAND", "l...
221909108
#from KerasRFCN.Model.ResNet_dilated import ResNet_dilated #cpu mode for test code ''' import tensorflow as tf import keras.backend.tensorflow_backend as KTF KTF.set_session(tf.Session(config=tf.ConfigProto(device_count={'cpu':0}))) ''' import keras.backend as K import numpy as np import tensorflow as tf from keras imp...
null
KerasRFCN/Model/RFCN.py
RFCN.py
py
14,367
python
en
code
null
code-starcoder2
66
[ { "api_name": "keras.layers.Input", "line_number": 24, "usage_type": "call" }, { "api_name": "keras.layers", "line_number": 24, "usage_type": "name" }, { "api_name": "keras.layers.Conv2D", "line_number": 26, "usage_type": "call" }, { "api_name": "keras.layers", ...
307265328
import numpy as np from keras_xlnet.backend import keras from keras_xlnet import PretrainedList, get_pretrained_paths from keras_xlnet import Tokenizer from sklearn.model_selection import train_test_split from dataloader import load_data, get_X_array from model import get_xlnet_model from model_eval import model_eva...
null
src/xlnet/train_early_access.py
train_early_access.py
py
1,229
python
en
code
null
code-starcoder2
66
[ { "api_name": "keras_xlnet.get_pretrained_paths", "line_number": 19, "usage_type": "call" }, { "api_name": "keras_xlnet.PretrainedList.en_cased_base", "line_number": 19, "usage_type": "attribute" }, { "api_name": "keras_xlnet.PretrainedList", "line_number": 19, "usage_typ...
589524444
import logging import os from nameko import config from nameko.extensions import DependencyProvider from sendgrid import Mail, SendGridAPIClient path = os.path.dirname(__file__) """ Currently this dependency uses HTML rather than templates but its pretty trivial to add template support instead. (Templates are the t...
null
backend/dependencies/send_grid/provider.py
provider.py
py
1,748
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.dirname", "line_number": 9, "usage_type": "call" }, { "api_name": "os.path", "line_number": 9, "usage_type": "attribute" }, { "api_name": "logging.getLogger", "line_number": 17, "usage_type": "call" }, { "api_name": "sendgrid.SendGridAPIClie...
442976449
from PyQt5 import QtCore, QtGui, QtWidgets #pylint: disable=no-name-in-module from PyQt5.QtCore import QObject, pyqtSlot from LogInService import LogInService from LogInDialog import Ui_LogInDialog from StudentController import StudentController from TeacherController import TeacherController from SysAdminController im...
null
LogInController.py
LogInController.py
py
1,563
python
en
code
null
code-starcoder2
66
[ { "api_name": "LogInDialog.Ui_LogInDialog", "line_number": 11, "usage_type": "name" }, { "api_name": "LogInService.LogInService", "line_number": 14, "usage_type": "call" }, { "api_name": "PyQt5.QtWidgets.QMainWindow", "line_number": 35, "usage_type": "call" }, { "...
201599042
"""Set up for XBlock SDK""" from __future__ import absolute_import import os import os.path from setuptools import setup def find_package_data(pkg, data_paths): """Generic function to find package_data for `pkg` under `root`.""" data = [] for data_path in data_paths: package_dir = pkg.replace("....
null
setup.py
setup.py
py
4,267
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.walk", "line_number": 15, "usage_type": "call" }, { "api_name": "os.path.relpath", "line_number": 17, "usage_type": "call" }, { "api_name": "os.path", "line_number": 17, "usage_type": "attribute" }, { "api_name": "os.path.join", "line_number"...
61751367
#!/usr/bin/env python # coding=utf-8 import datetime import connections import models __author__ = u'Ahmed Şeref GÜNEYSU' def mongo_filler(): posts = connections.mongo.get_collection("post") posts.remove() for _ in xrange(100): posts.insert_one(dict( title=models.faker.sentence(), ...
null
helpers/__init__.py
__init__.py
py
699
python
en
code
null
code-starcoder2
66
[ { "api_name": "connections.mongo.get_collection", "line_number": 12, "usage_type": "call" }, { "api_name": "connections.mongo", "line_number": 12, "usage_type": "attribute" }, { "api_name": "models.faker.sentence", "line_number": 16, "usage_type": "call" }, { "api...
137544098
# This sample tests the assignment of callables # that include type variables in the parameter and # return types. from typing import Any, Callable, Iterable, Sequence, TypeVar _T = TypeVar("_T") def my_min(__iterable: Iterable[_T]) -> _T: ... a: Callable[[Sequence[float]], float] = my_min b: Callable[[Seque...
null
packages/pyright-internal/src/tests/samples/callable2.py
callable2.py
py
622
python
en
code
null
code-starcoder2
66
[ { "api_name": "typing.TypeVar", "line_number": 8, "usage_type": "call" }, { "api_name": "typing.Iterable", "line_number": 11, "usage_type": "name" }, { "api_name": "typing.Callable", "line_number": 15, "usage_type": "name" }, { "api_name": "typing.Sequence", "...
257214447
from scipy.integrate import dblquad import math import numpy as np from scipy.interpolate import interp1d """ Integration linear and analytical integration (x*sin(x)) """ p = [] for i in range(len(ang)-1): slope = (relInt[i+1]-relInt[i])/(ang[i+1]-ang[i]) b = relInt[i]-slope*ang[i] p.append((ang[i],ang[i+1],slop...
null
uvled/ledCustomIntegrate.py
ledCustomIntegrate.py
py
1,395
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.array", "line_number": 22, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 23, "usage_type": "call" }, { "api_name": "math.pi", "line_number": 24, "usage_type": "attribute" }, { "api_name": "scipy.interpolate.interp1d", ...
261978938
''' Copyright (C) 2016 CEDRIC LEPILLER pitiwazou@gmail.com Created by CEDRIC LEPILLER This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at...
null
All_In_One/addons/speedsculpt/__init__.py
__init__.py
py
9,626
python
en
code
null
code-starcoder2
66
[ { "api_name": "importlib.reload", "line_number": 44, "usage_type": "call" }, { "api_name": "bpy.utils.unregister_class", "line_number": 56, "usage_type": "call" }, { "api_name": "bpy.utils", "line_number": 56, "usage_type": "attribute" }, { "api_name": "bpy.utils....
481402930
#!/usr/bin/env python3 """ 通过生成几个像素大小的图片理解图片在numpy数组中的存储 """ import numpy as np import cv2 from matplotlib import pyplot as plt #填充4个3通道图片,大小为8x5像素 img1 = np.zeros((8, 5, 3), dtype='uint8') img2 = np.zeros((8, 5, 3), dtype='uint8') img3 = np.zeros((8, 5, 3), dtype='uint8') img4 = np.zeros((8, 5, 3), dtype='uint8') i...
null
opencv/sample.py
sample.py
py
1,807
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.zeros", "line_number": 12, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_number": 13, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_number": 14, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_number": ...
54708847
from sklearn import svm import numpy as np import math #from scipy.special import beta, betainc from fns import load_sentiment_dataset ###########################################CARS DATASET: 398 obs. of 11 variables: def compute_lppd(probs): #probs is an array of shape data_size X no_samples (sampled parameter ...
null
test_WAIC_ovo.py
test_WAIC_ovo.py
py
20,217
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.empty", "line_number": 13, "usage_type": "call" }, { "api_name": "numpy.sum", "line_number": 16, "usage_type": "call" }, { "api_name": "numpy.log", "line_number": 19, "usage_type": "call" }, { "api_name": "numpy.sum", "line_number": 21, ...
258966882
from .forms import Images from django.shortcuts import render, redirect from django.http import HttpResponse import requests def homepage(request): if request.method == "POST": form = Images(request.POST) if form.is_valid(): form.save() return redirect('home') ...
null
new/views.py
views.py
py
765
python
en
code
null
code-starcoder2
66
[ { "api_name": "forms.Images", "line_number": 10, "usage_type": "call" }, { "api_name": "django.shortcuts.redirect", "line_number": 13, "usage_type": "call" }, { "api_name": "forms.Images", "line_number": 15, "usage_type": "call" }, { "api_name": "django.shortcuts....
556023067
#! /usr/bin/python -B ############################################################### ######## birdWatcher.py ######## ######## Made by Thomas Roberts ######## ######## 01/03/2016 ######## #######################################...
null
birdWater.py
birdWater.py
py
2,033
python
en
code
null
code-starcoder2
66
[ { "api_name": "datetime.datetime.now", "line_number": 29, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 29, "usage_type": "attribute" }, { "api_name": "os.path.abspath", "line_number": 30, "usage_type": "call" }, { "api_name": "os.path"...
457793463
import cv2 from PIL import Image import threading from http.server import BaseHTTPRequestHandler, HTTPServer from socketserver import ThreadingMixIn from io import StringIO, BytesIO import time capture=None class CamHandler(BaseHTTPRequestHandler): def do_GET(self): if self.path.endswith('.mjpg'): se...
null
VideoHTTPStream.py
VideoHTTPStream.py
py
2,069
python
en
code
null
code-starcoder2
66
[ { "api_name": "http.server.BaseHTTPRequestHandler", "line_number": 10, "usage_type": "name" }, { "api_name": "cv2.cvtColor", "line_number": 22, "usage_type": "call" }, { "api_name": "cv2.COLOR_BGR2RGB", "line_number": 22, "usage_type": "attribute" }, { "api_name":...
418841999
#!/usr/bin/python3 # -*- coding: utf-8 -*- # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - # OS : GNU/Linux Ubuntu 16.04 or later # LANGUAGE : Python 3.5.2 or later # AUTHOR : Klim V. O. # DATE : 17.06.2020 # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -...
null
espnet2/text/text_preparation/numbers_to_words_en.py
numbers_to_words_en.py
py
3,247
python
en
code
null
code-starcoder2
66
[ { "api_name": "inflect.engine", "line_number": 19, "usage_type": "call" }, { "api_name": "re.compile", "line_number": 20, "usage_type": "call" }, { "api_name": "re.compile", "line_number": 21, "usage_type": "call" }, { "api_name": "re.compile", "line_number": ...
167950144
import torch import torch.nn as nn from torch.utils.data import DataLoader import torch.optim as optim import argparse from tensorboardX import SummaryWriter import sys import os currentdir = os.path.dirname(os.path.realpath(__file__)) parentdir = os.path.dirname(os.path.dirname(currentdir)) sys.path.appe...
null
train/Empirical/train_trs.py
train_trs.py
py
6,072
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.dirname", "line_number": 11, "usage_type": "call" }, { "api_name": "os.path", "line_number": 11, "usage_type": "attribute" }, { "api_name": "os.path.realpath", "line_number": 11, "usage_type": "call" }, { "api_name": "os.path.dirname", "...
248726205
from angular_flask.models import CategorySource, CategoryDocument from operator import itemgetter from mongoengine import connect import simplejson import json from campaign_competion_vw_golf_mercedes_a_class import get_specific_document_for_category_source_and_document_name, \ get_specific_information_of_category...
null
old/angular-flask/db_queries/newspaper_mileu_connection.py
newspaper_mileu_connection.py
py
4,869
python
en
code
null
code-starcoder2
66
[ { "api_name": "mongoengine.connect", "line_number": 10, "usage_type": "call" }, { "api_name": "angular_flask.models.CategorySource.objects", "line_number": 19, "usage_type": "attribute" }, { "api_name": "angular_flask.models.CategorySource", "line_number": 19, "usage_type...
406817088
import logging logger = logging.getLogger(__name__) from django.db import models from audited_models.models import AuditedModel from django.utils.translation import ugettext_lazy as _ class ApprovedCategoryManager(models.Manager): """Custom category manager that shows only approved records.""" def get_query_...
null
django_project/changes/models/category.py
category.py
py
1,872
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 2, "usage_type": "call" }, { "api_name": "django.db.models.Manager", "line_number": 8, "usage_type": "attribute" }, { "api_name": "django.db.models", "line_number": 8, "usage_type": "name" }, { "api_name": "django....
240659642
''' 灰度图也有3通道,将1通道转为3通道 其他两个通道为0 彩图也有4通道,将4通道转为3通达 多了alpha通道 ''' import tqdm import imghdr import os from PIL import Image # 通道转换 def change_image_channels(image, image_path): # 4通道转3通道 if image.mode == 'RGBA': print('image:',image,'image_path:',image_path) r, g, b, a = image.split() ...
null
1-》3,4-》3/1-3,4-3.py
1-3,4-3.py
py
1,388
python
en
code
null
code-starcoder2
66
[ { "api_name": "PIL.Image.merge", "line_number": 16, "usage_type": "call" }, { "api_name": "PIL.Image", "line_number": 16, "usage_type": "name" }, { "api_name": "os.remove", "line_number": 22, "usage_type": "call" }, { "api_name": "os.walk", "line_number": 27, ...
463981612
# -*- coding: utf-8 -*- """ Created on Mon Dec 21 18:01:00 2020 @author: ink """ from __future__ import print_function import os,json import fiona import cv2 import numpy as np import pandas as pd import rasterio import rasterio.features from affine import Affine from shapely.geometry import shape from shapely.geomet...
null
utils/maskimage.py
maskimage.py
py
26,445
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.seterr", "line_number": 27, "usage_type": "call" }, { "api_name": "fiona.open", "line_number": 34, "usage_type": "call" }, { "api_name": "ogr.GetDriverByName", "line_number": 45, "usage_type": "call" }, { "api_name": "json.loads", "line_nu...
182830648
#!/usr/bin/env python3 import logging, logging.handlers, platform import sys import io import os def send_syslog(syslogserver,port,level, source_host, message): logger = logging.getLogger(source_host) syslog = logging.handlers.SysLogHandler(address=(syslogserver,port)) logger.addHa...
null
syslog_handler.py
syslog_handler.py
py
986
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 10, "usage_type": "call" }, { "api_name": "logging.handlers.SysLogHandler", "line_number": 11, "usage_type": "call" }, { "api_name": "logging.handlers", "line_number": 11, "usage_type": "attribute" } ]
532706425
from functools import partial from django.contrib import messages as django_messages import jinja2 from jingo import env """ This file was created because AMO wants to have multi-line messages including a title and some content. Django's messages framework only takes a single string. Importing this file should beha...
null
apps/amo/messages.py
messages.py
py
2,100
python
en
code
null
code-starcoder2
66
[ { "api_name": "jingo.env.get_template", "line_number": 20, "usage_type": "call" }, { "api_name": "jingo.env", "line_number": 20, "usage_type": "name" }, { "api_name": "jinja2.Markup", "line_number": 21, "usage_type": "call" }, { "api_name": "django.contrib.message...
407103951
from django.core.exceptions import ValidationError import os def validate_file_extension(value): ext=os.path.splitext(value.name)[1] valid_extension=[".pdf"] valid_size= 5*1024*1024 if not ext.lower() in valid_extension: raise ValidationError("Must be a pdf file.") if value.s...
null
week_4/docucment_manager/doc_manage/validators.py
validators.py
py
439
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.splitext", "line_number": 6, "usage_type": "call" }, { "api_name": "os.path", "line_number": 6, "usage_type": "attribute" }, { "api_name": "django.core.exceptions.ValidationError", "line_number": 11, "usage_type": "call" }, { "api_name": "dj...
241352527
import pickle from keras.models import load_model from keras.preprocessing.sequence import pad_sequences from preprocessor import * import numpy as np import random class ScorePrediction: def __init__(self): self.MAX_SEQUENCE_LENGTH = 500 def predict_aspect(self, review, aspect): ...
null
AspectScorePrediction/ScorePrediction.py
ScorePrediction.py
py
1,456
python
en
code
null
code-starcoder2
66
[ { "api_name": "pickle.load", "line_number": 19, "usage_type": "call" }, { "api_name": "keras.models.load_model", "line_number": 20, "usage_type": "call" }, { "api_name": "keras.preprocessing.sequence.pad_sequences", "line_number": 25, "usage_type": "call" }, { "ap...
177634533
import numpy as np import pickle import fasttext from collections import Counter import re from countryinfo import CountryInfo import torchvision.transforms as transforms from torchvision import models import torch.utils.data as data import torch.nn.functional as F import torch.nn as nn import torch import pycountry im...
null
geography_based.py
geography_based.py
py
8,646
python
en
code
null
code-starcoder2
66
[ { "api_name": "pycountry.countries.search_fuzzy", "line_number": 32, "usage_type": "call" }, { "api_name": "pycountry.countries", "line_number": 32, "usage_type": "attribute" }, { "api_name": "torch.utils.data", "line_number": 43, "usage_type": "name" }, { "api_na...
107023457
# -*- coding: utf-8 -*- from ..main import register_blueprint from flask import Blueprint, request from functools import wraps BLUEPRINT = Blueprint('auth', __name__) register_blueprint(BLUEPRINT) def checkcaptcha(func): @wraps(func) def _checkcaptcha(*args, **kwargs): response = request.form['g...
null
app/auth/core.py
core.py
py
759
python
en
code
null
code-starcoder2
66
[ { "api_name": "flask.Blueprint", "line_number": 9, "usage_type": "call" }, { "api_name": "main.register_blueprint", "line_number": 11, "usage_type": "call" }, { "api_name": "flask.request.form", "line_number": 18, "usage_type": "attribute" }, { "api_name": "flask....
550148238
# -*- coding: utf-8 -*- # Copyright 2013 Mirantis, 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 requi...
null
nailgun/nailgun/test/unit/test_utils.py
test_utils.py
py
18,921
python
en
code
null
code-starcoder2
66
[ { "api_name": "nailgun.test.base.BaseIntegrationTest", "line_number": 38, "usage_type": "attribute" }, { "api_name": "nailgun.test.base", "line_number": 38, "usage_type": "name" }, { "api_name": "nailgun.utils.dict_merge", "line_number": 48, "usage_type": "call" }, { ...
634571318
import urllib.request import json body = {'network': 'InceptionV1', 'layer': 'mixed4c', 'channel':511} myurl = "http://localhost:5001/v1/jobs/" req = urllib.request.Request(myurl) req.add_header('Content-Type', 'application/json; charset=utf-8') jsondata = json.dumps(body) jsondataasbytes = jsondata.encode('utf-8')...
null
test_send.py
test_send.py
py
502
python
en
code
null
code-starcoder2
66
[ { "api_name": "urllib.request.request.Request", "line_number": 8, "usage_type": "call" }, { "api_name": "urllib.request.request", "line_number": 8, "usage_type": "attribute" }, { "api_name": "urllib.request", "line_number": 8, "usage_type": "name" }, { "api_name":...
587745580
import F_FinalPreprocess import numpy as np import cv2 import matplotlib.pyplot as plt from scipy.spatial import ConvexHull import glob def MakeSharp(img): clahe = cv2.createCLAHE(clipLimit=5, tileGridSize=(1,1)) lab = cv2.cvtColor(img, cv2.COLOR_BGR2LAB) l, a, b = cv2.split(lab) ...
null
Experiments/AI Mridul/D_Split.py
D_Split.py
py
3,555
python
en
code
null
code-starcoder2
66
[ { "api_name": "cv2.createCLAHE", "line_number": 11, "usage_type": "call" }, { "api_name": "cv2.cvtColor", "line_number": 13, "usage_type": "call" }, { "api_name": "cv2.COLOR_BGR2LAB", "line_number": 13, "usage_type": "attribute" }, { "api_name": "cv2.split", "...
571238164
# -*- coding=utf-8 -*- # configparser 主要用来操作解析配置文件的模块 import configparser config = configparser.ConfigParser() # 注意大小写 # 一,初始化实例 config.read('myconfig.ini') # 配置文件的路径 # ["config.ini"] # 或者直接初始化字典, parser = configparser.ConfigParser() dictobj = {'section1':{'key1':'value1'},'section2':{'key2':'value2'},} parser.re...
null
configparse.py
configparse.py
py
1,500
python
en
code
null
code-starcoder2
66
[ { "api_name": "configparser.ConfigParser", "line_number": 5, "usage_type": "call" }, { "api_name": "configparser.ConfigParser", "line_number": 11, "usage_type": "call" } ]
11122548
import json import boto3 from collections import Counter from random import randrange client = boto3.client('lambda') def lambda_handler(event, context): if "operation" in event: operation = event['operation'] else: data = json.loads(event['body']) operation = data['operation'] ...
null
Assignment3/Assignment3-Worker-1.py
Assignment3-Worker-1.py
py
2,373
python
en
code
null
code-starcoder2
66
[ { "api_name": "boto3.client", "line_number": 6, "usage_type": "call" }, { "api_name": "json.loads", "line_number": 12, "usage_type": "call" }, { "api_name": "json.loads", "line_number": 18, "usage_type": "call" }, { "api_name": "json.dumps", "line_number": 24,...
568673736
""" Created on Sun Feb 14 11:15:19 2021 @author: mm18acd """ def label_unlabelled(test_df_filename, out_filename,text_col, label_col, max_len, tokenizer, model, metrics, description): # filename is th ename of the file to write to import pandas as pd import numpy as np from prepare_data impo...
null
label_unlabelled.py
label_unlabelled.py
py
4,264
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_csv", "line_number": 19, "usage_type": "call" }, { "api_name": "torch.device", "line_number": 28, "usage_type": "call" }, { "api_name": "prepare_data.prepare_data", "line_number": 31, "usage_type": "call" }, { "api_name": "torch.utils.da...
615948534
from django.urls import path from .views import (Login, Logout, user_follow, my_followers, update_profile, Signup, home, history_events, profile_page, detail_event, book_event, my_events, booked_events, public_events, no_access, create_event, update_event, delete_event) from django.conf import settings from django.conf...
null
events/urls.py
urls.py
py
1,472
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.urls.path", "line_number": 7, "usage_type": "call" }, { "api_name": "views.home", "line_number": 7, "usage_type": "argument" }, { "api_name": "django.urls.path", "line_number": 8, "usage_type": "call" }, { "api_name": "views.my_events", "...
484288923
from typing import Dict from .logger import AbstractLogger, PrintLogger from .file_logger import FileLogger from .wandb_logger import WandBLogger known_loggers: Dict[str, AbstractLogger.__class__] = { PrintLogger.name: PrintLogger, WandBLogger.name: WandBLogger, FileLogger.name: FileLogger } def create_...
null
logger/__init__.py
__init__.py
py
660
python
en
code
null
code-starcoder2
66
[ { "api_name": "typing.Dict", "line_number": 7, "usage_type": "name" }, { "api_name": "logger.AbstractLogger.__class__", "line_number": 7, "usage_type": "attribute" }, { "api_name": "logger.AbstractLogger", "line_number": 7, "usage_type": "name" }, { "api_name": "l...
233684292
""" Sanity testing of report and dwh installation """ import pytest from art.test_handler.tools import polarion from art.unittest_lib import ( testflow, tier2, ) from logging_base import LoggingTest import config @tier2 class TestApplicationSettings(LoggingTest): """ Test application setting of dwh...
null
art/tests/rhevmtests/integration/reports/logging/test_settings.py
test_settings.py
py
1,550
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging_base.LoggingTest", "line_number": 18, "usage_type": "name" }, { "api_name": "art.unittest_lib.testflow.teardown", "line_number": 27, "usage_type": "call" }, { "api_name": "art.unittest_lib.testflow", "line_number": 27, "usage_type": "name" }, { ...
541931775
#!/usr/bin/env python """ Script Header $Id: cmPROV23974_3pcc_Macro_handling_of_firmware Copyright (c) 2016-2017 Cisco Systems, Inc. Name: cmPROV23974_3pcc_Macro_handling_of_firmware.py Purpose: Check upgrade is successful with conditional Macro expression. Author: Yashashwini M B(ymuddena@cisco.com) ...
null
common/CFD/Provisioning/cmPROV23974_3pcc_Macro_handling_of_firmware.py
cmPROV23974_3pcc_Macro_handling_of_firmware.py
py
2,904
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 61, "usage_type": "call" }, { "api_name": "tng_sl.contrib.setup_helper.SetupHelpersTestCase", "line_number": 64, "usage_type": "name" }, { "api_name": "tng.api", "line_number": 64, "usage_type": "attribute" }, { "a...
261343240
import os,sys from django.core.wsgi import get_wsgi_application os.environ['DJANGO_SETTINGS_MODULE'] = 'RbiCloud.settings' application = get_wsgi_application() import traceback import sys import datetime from mpmath.calculus.optimization import Newton from cloud import models class Newton: X = [] Y = [] ...
null
cloud/regularverification/interpolation.py
interpolation.py
py
19,738
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.environ", "line_number": 4, "usage_type": "attribute" }, { "api_name": "django.core.wsgi.get_wsgi_application", "line_number": 5, "usage_type": "call" }, { "api_name": "cloud.models.RwAssessment.objects.filter", "line_number": 231, "usage_type": "call" ...
190120587
# To set seed random number in order to reproducable results in keras from numpy.random import seed seed(4) import tensorflow tensorflow.random.set_seed(1234) ######################################## import pandas as pd from pandas import * import numpy as np import random import matplotlib.pyplot as plt imp...
null
NN_onehot.py
NN_onehot.py
py
6,522
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.random.seed", "line_number": 3, "usage_type": "call" }, { "api_name": "tensorflow.random.set_seed", "line_number": 5, "usage_type": "call" }, { "api_name": "tensorflow.random", "line_number": 5, "usage_type": "attribute" }, { "api_name": "skle...