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
341655684
import math import os import random import pygame from pygame.locals import * # CONSTANTS TOTALS = 137 # 8 * 17 ROW = 8 COL = 17 TILE_ROW = 50 TILE_COL = 64 class Tile: def __init__(self, name, img): self.name = name self.img = img class Operation: def __init__(self, op_type, tile, list_po...
null
board.py
board.py
py
13,866
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.listdir", "line_number": 57, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 60, "usage_type": "call" }, { "api_name": "os.path", "line_number": 60, "usage_type": "attribute" }, { "api_name": "pygame.image.load", "line_nu...
87948513
from pyspark import SparkConf, SparkContext from pyspark.mllib.clustering import KMeans from settings import config from common import parse_word2vec def output_format(word_cluster): (word, cluster) = word_cluster return str.format('%s %s' % (str(word), cluster)) def main(): conf = SparkConf().setAppNam...
null
a2/k_means.py
k_means.py
py
761
python
en
code
null
code-starcoder2
66
[ { "api_name": "pyspark.SparkConf", "line_number": 13, "usage_type": "call" }, { "api_name": "pyspark.SparkContext", "line_number": 14, "usage_type": "call" }, { "api_name": "common.parse_word2vec", "line_number": 15, "usage_type": "argument" }, { "api_name": "sett...
406690917
import numpy as np import matplotlib.pyplot as plt def softmax(x, sum_axis=0): ''' softmax 实现 :param x: list or np.array (can be n*m table) :return: np.array of softmax ''' p = np.exp(x) total = np.sum(p, axis=sum_axis) return np.array(p/total) def task1(): # 简单的测试 score = [3.0...
null
homework/udacity_deeplearning/1_softmax.py
1_softmax.py
py
2,398
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.exp", "line_number": 10, "usage_type": "call" }, { "api_name": "numpy.sum", "line_number": 11, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 12, "usage_type": "call" }, { "api_name": "numpy.arange", "line_number": 21,...
291394109
"""product_catalog URL Configuration The `urlpatterns` list routes URLs to views. For more information please see: https://docs.djangoproject.com/en/3.1/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') Cla...
null
product_catalog/urls.py
urls.py
py
984
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.http.JsonResponse", "line_number": 21, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 26, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 27, "usage_type": "call" }, { "api_name": "django.con...
279059305
import mxnet as mx from mxnet import gluon from mxnet.gluon import HybridBlock from resuneta.nn.Units.resnet_units import * from resuneta.nn.Units.resnet_atrous_units import * from resuneta.nn.pooling.psp_pooling import * from resuneta.nn.layers.scale import * from resuneta.nn.layers.combine import * from resuneta...
null
models/resunet_d6_encoder.py
resunet_d6_encoder.py
py
4,237
python
en
code
null
code-starcoder2
66
[ { "api_name": "mxnet.gluon.HybridBlock", "line_number": 15, "usage_type": "name" }, { "api_name": "mxnet.gluon.HybridBlock.__init__", "line_number": 21, "usage_type": "call" }, { "api_name": "mxnet.gluon.HybridBlock", "line_number": 21, "usage_type": "name" } ]
52580706
import argparse from pathlib import Path parser = argparse.ArgumentParser(description='Train a Rubik\'s cube solver with Double Deep Q-networking') model = parser.add_argument_group('Model') model.add_argument('--model', '-M', required=False, type=Path, default=None, metavar="<MODEL_PATH>", help="The path to a model...
null
user_input.py
user_input.py
py
858
python
en
code
null
code-starcoder2
66
[ { "api_name": "argparse.ArgumentParser", "line_number": 5, "usage_type": "call" }, { "api_name": "pathlib.Path", "line_number": 8, "usage_type": "name" } ]
245955320
import pygame class Snake: def __init__(self,length, color, width=15, height=15): self.width = width self.height = height self.margin = 3 self.speed = self.width + self.margin self.x_speed = self.speed self.y_speed = 0 self.length = length self.color = color self.snake_body = [] self.snake = p...
null
snake.py
snake.py
py
1,387
python
en
code
null
code-starcoder2
66
[ { "api_name": "pygame.sprite.Group", "line_number": 17, "usage_type": "call" }, { "api_name": "pygame.sprite", "line_number": 17, "usage_type": "attribute" }, { "api_name": "pygame.sprite", "line_number": 53, "usage_type": "attribute" }, { "api_name": "pygame.Surf...
432131264
#! /usr/bin/env python #coding=utf-8 from uliweb import settings from PIL import Image,ImageDraw,ImageFont,ImageFilter import logging import random import string import os logger = logging.getLogger('generate_verification_code') def gene_code(username, size = settings.VERIFICATIONCODE.SIZE, number = se...
null
shapps/auth/verification_code/__init__.py
__init__.py
py
2,977
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 11, "usage_type": "call" }, { "api_name": "uliweb.settings.VERIFICATIONCODE", "line_number": 13, "usage_type": "attribute" }, { "api_name": "uliweb.settings", "line_number": 13, "usage_type": "name" }, { "api_name"...
155752905
from flask import Blueprint, request, Response import logging, json from flasgger import swag_from from flask_restful import Resource, Api from server.routes.prometheus import track_requests from userapp.server.domain.doaf_vaccine_order_optimizer import VaccineOrderOptimizer from userapp import reefer_consumer, invent...
null
server/api/optimize.py
optimize.py
py
2,084
python
en
code
null
code-starcoder2
66
[ { "api_name": "flask.Blueprint", "line_number": 14, "usage_type": "call" }, { "api_name": "flask_restful.Api", "line_number": 15, "usage_type": "call" }, { "api_name": "flask_restful.Resource", "line_number": 20, "usage_type": "name" }, { "api_name": "userapp.serv...
232753904
# coding: utf-8 import json, glob,codecs, re import xml.etree.ElementTree as ElementTree #~ source = open("bokaryov/out.xml","rt") source = open("dyer/out.xml","rt") root = ElementTree.parse(source) articles = [] index = {} c=0 for ar in root.findall("ar"): xml = ElementTree.tostring(ar, enc...
null
xdxf2json.py
xdxf2json.py
py
1,245
python
en
code
null
code-starcoder2
66
[ { "api_name": "xml.etree.ElementTree.parse", "line_number": 9, "usage_type": "call" }, { "api_name": "xml.etree.ElementTree", "line_number": 9, "usage_type": "name" }, { "api_name": "xml.etree.ElementTree", "line_number": 16, "usage_type": "name" }, { "api_name": ...
191780113
from functools import reduce import random from string import ascii_letters, digits import os import teca.filesystem as tecafs from six import next as _next import logging def _d(n, k): return reduce(lambda x, y: x*y, range(n-k+1, n+1), 1) def generateToken(list_of_tokens=None, lenght=7, alphabet=ascii_letters+di...
null
teca/generation.py
generation.py
py
2,138
python
en
code
null
code-starcoder2
66
[ { "api_name": "functools.reduce", "line_number": 10, "usage_type": "call" }, { "api_name": "string.ascii_letters", "line_number": 12, "usage_type": "name" }, { "api_name": "string.digits", "line_number": 12, "usage_type": "name" }, { "api_name": "random.sample", ...
647013990
# ============================================================================= # Get the ToA data from the .csv file and plot it # Defined as function for the "All_in_One.py" script # ============================================================================= import numpy as np import matplotlib.pyplot as plt import...
null
Functional/modules/ToA_func.py
ToA_func.py
py
2,657
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.path.insert", "line_number": 11, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 11, "usage_type": "attribute" }, { "api_name": "numpy.genfromtxt", "line_number": 23, "usage_type": "call" }, { "api_name": "csv.reader", "line...
465702518
import pytest, json from mobile import app from models.main import User from unittest.mock import patch from flask_jwt_extended import (create_access_token) from models.appendix import Memory import sys sys.path.append('..') from config import Config import sqlalchemy from sqlalchemy.orm import sessionmaker engine =...
null
tests/conftest.py
conftest.py
py
2,412
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.path.append", "line_number": 9, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 9, "usage_type": "attribute" }, { "api_name": "sqlalchemy.create_engine", "line_number": 15, "usage_type": "call" }, { "api_name": "config.Config.PO...
109777272
import matplotlib.pyplot as plt import numpy as np import random as rnd def ca_1d(k,n,l, t, rule, cell_i): cell= cell_i data= [cell] for i in range(t): cell_next= [0 for i in range(l)] for j in range(l): #neighboringstate= cell[(j-1+l)%l]*4+cell[j]*2+cell[(j+1)%l] ne...
null
615-621/temp3.py
temp3.py
py
3,419
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.array", "line_number": 30, "usage_type": "call" }, { "api_name": "numpy.sum", "line_number": 31, "usage_type": "call" }, { "api_name": "numpy.log2", "line_number": 31, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 44,...
501535195
# -*- coding: utf-8 -*- from django.contrib import admin from django.utils.translation import ugettext_lazy as _ from django.contrib.auth import get_user_model from django.contrib.sites.models import get_current_site from django.contrib.admin import SimpleListFilter from django.core.files.images import get_image_dimens...
null
opps/images/admin.py
admin.py
py
4,031
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.contrib.auth.get_user_model", "line_number": 15, "usage_type": "call" }, { "api_name": "django.contrib.admin.SimpleListFilter", "line_number": 18, "usage_type": "name" }, { "api_name": "django.utils.translation.ugettext_lazy", "line_number": 21, "usa...
221439220
import os import os.path import logging import yaml import shutil from pprint import pformat from jinja2 import Environment, FileSystemLoader from markdown import markdown # set up logging. logging.basicConfig() log = logging.getLogger(__name__) def normalize_data_url(data_url): return data_url.replace('/', '_')[...
null
unyielding/core.py
core.py
py
3,964
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.basicConfig", "line_number": 11, "usage_type": "call" }, { "api_name": "logging.getLogger", "line_number": 12, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 21, "usage_type": "call" }, { "api_name": "os.path", "lin...
54951269
from functools import reduce l = map(lambda x: x+2, (1, 2, 3)) print(l) f = filter(lambda x: x%2==1, (2, 3, 4, 5)) print(f) a = reduce(lambda x, y: x+y, [1, 2, 3, 4]) # (((1+2)+3)+4)
null
note/python/map filter reduce/demo.py
demo.py
py
201
python
en
code
null
code-starcoder2
66
[ { "api_name": "functools.reduce", "line_number": 11, "usage_type": "call" } ]
422936238
import logging from behave import when, given logger = logging.getLogger('navigation') @given('the user waits {seconds:d} seconds for the "{element_name}" to be visible') @when('the user waits {seconds:d} seconds for the "{element_name}" to be visible') def when_wait_for_element(context, seconds, element_name): ...
null
veripy/steps/navigation/actions/wait_for_element.py
wait_for_element.py
py
605
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 4, "usage_type": "call" }, { "api_name": "behave.given", "line_number": 7, "usage_type": "call" }, { "api_name": "behave.when", "line_number": 8, "usage_type": "call" } ]
346163914
from itertools import zip_longest def grouper(n, iterable, fillvalue=None): "Collect data into fixed-length chunks or blocks" # grouper(3, 'ABCDEFG', 'x') --> ABC DEF Gxx args = [iter(iterable)] * n return zip_longest(fillvalue=fillvalue, *args) n = 80 with open('11-12-1p.txt') as f: for i, g in ...
null
NNData/New folder/splitFile.py
splitFile.py
py
465
python
en
code
null
code-starcoder2
66
[ { "api_name": "itertools.zip_longest", "line_number": 7, "usage_type": "call" } ]
252098148
import sys sys.path.append('..') import threading import time from multiprocessing import Queue import numpy as np from caffe2.python import workspace from loadgen.dlrm_datagen import DLRMDataGenerator from models.dlrm_queue import DLRMWrapper from loadgen.packet import ServiceResponse # import logging # logging.ba...
null
loadgen/Infer_engine.py
Infer_engine.py
py
5,657
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": "time.time", "line_number": 37, "usage_type": "call" }, { "api_name": "numpy.array", "line_number"...
107177108
from textwrap import dedent from django.views.generic.edit import FormView from django.views.generic import TemplateView from django.shortcuts import render from django.urls import reverse_lazy from django.contrib import messages from .forms import MealRequestForm, GroceryRequestForm from .models import MealRequest, G...
null
website/recipients/views.py
views.py
py
2,802
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.views.generic.TemplateView", "line_number": 12, "usage_type": "name" }, { "api_name": "django.views.generic.TemplateView", "line_number": 16, "usage_type": "name" }, { "api_name": "django.views.generic.edit.FormView", "line_number": 20, "usage_type":...
222023959
# This script is for detecting ssl schema # and every potential vulnerability related to it import sys import validators import socket import requests R = '\033[31m' # red G = '\033[32m' # green C = '\033[36m' # cyan W = '\033[0m' # white Y = '\033[33m' # yellow def good_netloc(netloc): tr...
null
site.py
site.py
py
8,060
python
en
code
null
code-starcoder2
66
[ { "api_name": "socket.gethostbyname", "line_number": 20, "usage_type": "call" }, { "api_name": "socket.inet_pton", "line_number": 28, "usage_type": "call" }, { "api_name": "socket.AF_INET", "line_number": 28, "usage_type": "attribute" }, { "api_name": "socket.inet...
426352483
import PySimpleGUI as sg import tkinter as tk sg.theme('DarkAmber') layout = [[sg.Text('hi')], [[sg.Text('Another row')], sg.InputText()], [sg.Button('ok'), sg.Button('cancel')] ] window = sg.Window('hi', layout) while True: event, values = window.read() if event == sg.WIN_CLOSED or event == 'cancel': ...
null
attempt_UI.py
attempt_UI.py
py
361
python
en
code
null
code-starcoder2
66
[ { "api_name": "PySimpleGUI.theme", "line_number": 3, "usage_type": "call" }, { "api_name": "PySimpleGUI.Text", "line_number": 5, "usage_type": "call" }, { "api_name": "PySimpleGUI.Text", "line_number": 6, "usage_type": "call" }, { "api_name": "PySimpleGUI.InputTex...
33553855
import numpy as np import sys from scipy.io import FortranFile import argparse parser = argparse.ArgumentParser(description='') parser.add_argument('--input_filename', type=str, required=True) parser.add_argument('--output_filename', type=str, required=True) args = parser.parse_args() print('Converting ASCII file to ...
null
python_tools/ascii_to_unformatted.py
ascii_to_unformatted.py
py
662
python
en
code
null
code-starcoder2
66
[ { "api_name": "argparse.ArgumentParser", "line_number": 6, "usage_type": "call" }, { "api_name": "numpy.genfromtxt", "line_number": 15, "usage_type": "call" }, { "api_name": "scipy.io.FortranFile", "line_number": 16, "usage_type": "call" }, { "api_name": "numpy.sh...
231148614
import numpy as np import cv2 import matplotlib.pyplot as plt import matplotlib.image as mpimg import glob # read in a set of calibr8n imgs imgs = glob.glob('camera_cal/calibration*.jpg') #mpimg.imsave('test.jpg',img) objpt = [] imgpt = [] xdim = 9 ydim = 6 # prep onj pts, e.g. (0,0,0), (1,0,0), ... objp = np.zeros...
null
save4sub/camcal.py
camcal.py
py
1,189
python
en
code
null
code-starcoder2
66
[ { "api_name": "glob.glob", "line_number": 8, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_number": 17, "usage_type": "call" }, { "api_name": "numpy.float32", "line_number": 17, "usage_type": "attribute" }, { "api_name": "numpy.mgrid", "line_numbe...
161633329
# -*- coding:UTF-8 -*- import os import time import unittest import retrying from selenium.common.exceptions import TimeoutException from base.basetest import BaseTestCase from util import browser, testcaseinfo, report, noteLog, formatconvert # from page import xxx # retry method def retry_if_timeout_exception(exc...
null
testcaseunit/login_moudel/oms106_login_by_phone.py
oms106_login_by_phone.py
py
4,217
python
en
code
null
code-starcoder2
66
[ { "api_name": "selenium.common.exceptions.TimeoutException", "line_number": 17, "usage_type": "argument" }, { "api_name": "base.basetest.BaseTestCase", "line_number": 20, "usage_type": "name" }, { "api_name": "util.formatconvert.FormatConvert", "line_number": 36, "usage_t...
390486499
import multiprocessing as mp import threading as td def job1(a,d): print("aaa") def job2(a,b): for i in range(9999999): i = i + 0 print(i) if __name__ == '__main__': pool = mp.Pool() p2 = pool.map(job2, args=(1,2)) p2.start() p2.join() p1 = pool.map(job1, args=(1,2)) ...
null
test.py
test.py
py
347
python
en
code
null
code-starcoder2
66
[ { "api_name": "multiprocessing.Pool", "line_number": 13, "usage_type": "call" } ]
347002941
import asyncio from selenium import webdriver from selenium.webdriver.chrome.options import Options from selenium.webdriver.common.keys import Keys import discord from discord.ext import commands import os # imported from redbot utils from .utils.dataIO import dataIO # imported from cdt installations from...
null
cdtscreenshot/cdtscreenshot.py
cdtscreenshot.py
py
4,751
python
en
code
null
code-starcoder2
66
[ { "api_name": "cdtdiagnostics.DIAGNOSTICS", "line_number": 27, "usage_type": "call" }, { "api_name": "utils.dataIO.dataIO.load_json", "line_number": 31, "usage_type": "call" }, { "api_name": "utils.dataIO.dataIO", "line_number": 31, "usage_type": "name" }, { "api_...
371456799
import time import random import functools class Solution: # @param {string} num1 # @param {string} num2 # @return {string} ############################################################ ## Thinking 1 : Using Python big number system automatically ################################################...
null
043-Multiply-Strings_20150713.py
043-Multiply-Strings_20150713.py
py
3,559
python
en
code
null
code-starcoder2
66
[ { "api_name": "functools.reduce", "line_number": 49, "usage_type": "call" }, { "api_name": "time.time", "line_number": 101, "usage_type": "call" }, { "api_name": "random.randint", "line_number": 106, "usage_type": "call" }, { "api_name": "random.randint", "lin...
362922814
from django.http import HttpResponse from django.conf.urls import url, include from rest_framework import routers, serializers, viewsets from rest_framework.decorators import api_view from rest_framework.response import Response from io import BytesIO from rest_framework.parsers import JSONParser import json import psy...
null
polosysBooks/masters/items.py
items.py
py
6,255
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.path.append", "line_number": 12, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 12, "usage_type": "attribute" }, { "api_name": "io.BytesIO", "line_number": 21, "usage_type": "call" }, { "api_name": "rest_framework.parsers.JSONP...
351885278
""" This module manages persisting data from a message into the RDS Resource. """ # the postgresql connection module import os from psycopg2 import connect from psycopg2 import OperationalError, DataError, IntegrityError # project specific configuration parameters. from .config import CONFIG # allows for logging in...
null
src/rds.py
rds.py
py
2,228
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.getenv", "line_number": 17, "usage_type": "call" }, { "api_name": "logging.ERROR", "line_number": 17, "usage_type": "attribute" }, { "api_name": "logging.getLogger", "line_number": 18, "usage_type": "call" }, { "api_name": "config.CONFIG", "l...
355878654
# -*-- coding: utf-8 -*-- from django.shortcuts import render from django.conf import settings from blog.models import * from django.core.paginator import Paginator, InvalidPage, EmptyPage, PageNotAnInteger import logging logger = logging.getLogger('blog.views') def global_setting(request): return{'SITE_NAME':...
null
blog/views.py
views.py
py
1,181
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 10, "usage_type": "call" }, { "api_name": "django.conf.settings.SITE_NAME", "line_number": 13, "usage_type": "attribute" }, { "api_name": "django.conf.settings", "line_number": 13, "usage_type": "name" }, { "api_na...
523420919
import cv2 import numpy as np frame = cv2.imread('/home/pi/DeepPiCar/driver/data/road1_240x320.png') hsv = cv2.cvtColor(frame, cv2.COLOR_BGR2HSV) lower_blue = np.array([60, 40, 40]) upper_blue = np.array([150, 255, 255]) mask = cv2.inRange(hsv, lower_blue, upper_blue) edges = cv2.Canny(mask, 200, 400) def detect_ed...
null
lineFind.py
lineFind.py
py
1,099
python
en
code
null
code-starcoder2
66
[ { "api_name": "cv2.imread", "line_number": 4, "usage_type": "call" }, { "api_name": "cv2.cvtColor", "line_number": 5, "usage_type": "call" }, { "api_name": "cv2.COLOR_BGR2HSV", "line_number": 5, "usage_type": "attribute" }, { "api_name": "numpy.array", "line_n...
223019832
import time import threading from synapse.compat import queue import synapse.common as s_common import synapse.threads as s_threads import synapse.eventbus as s_eventbus class AsyncError(Exception):pass class JobTimedOut(AsyncError):pass class JobHasNoTask(AsyncError):pass class BossShutDown(AsyncError):pass class B...
null
synapse/async.py
async.py
py
9,201
python
en
code
null
code-starcoder2
66
[ { "api_name": "synapse.eventbus.EventBus", "line_number": 16, "usage_type": "attribute" }, { "api_name": "synapse.eventbus", "line_number": 16, "usage_type": "name" }, { "api_name": "synapse.eventbus.EventBus.__init__", "line_number": 21, "usage_type": "call" }, { ...
17587641
#!/usr/bin/env python # -*- coding: utf-8 -*- __version__ = "1.0.1" __maintainer__ = "Jonas Lussi" __email__ = "jlussi@ethz.ch" """Brief: Loads a csv File with input Vectors X and corresponding outputs y. Performs Ridge Regression with different regularization parameters on 10 Fold-split of the data. Reports average...
null
Jonas/Task1/task1a/submission/main.py
main.py
py
2,097
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_csv", "line_number": 22, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 22, "usage_type": "call" }, { "api_name": "os.path", "line_number": 22, "usage_type": "attribute" }, { "api_name": "sklearn.model_selection.KFo...
142280862
from django.urls import path from . import views app_name = 'store' urlpatterns = [ path('', views.BooksListView.as_view(), name='main'), path('manage/book/', views.ManageBooksList.as_view(), name='manage_list'), path('manage/book/<int:pk>/', views.manage_update, name='manage_upd...
null
store/urls.py
urls.py
py
409
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.urls.path", "line_number": 9, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 10, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 11, "usage_type": "call" }, { "api_name": "django.urls.path", ...
531824825
""" Support for UPnP/IGD Sensors. For more details about this platform, please refer to the documentation at https://home-assistant.io/components/sensor.upnp/ """ from datetime import datetime import logging from homeassistant.core import callback from homeassistant.helpers.dispatcher import async_dispatcher_connect ...
null
homeassistant/components/sensor/upnp.py
upnp.py
py
8,131
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 17, "usage_type": "call" }, { "api_name": "homeassistant.core.callback", "line_number": 59, "usage_type": "name" }, { "api_name": "homeassistant.components.upnp.const.DOMAIN", "line_number": 77, "usage_type": "name" }, ...
254733083
import json from collections import OrderedDict from ingest import ingest_xml_body from housepy import config, log, strings, util, net def parse(request): log.info("beacon_spot.parse") content = ingest_xml_body(request) if content is None: return content, "Could not parse" # print(request.head...
null
ingest/beacon_spot.py
beacon_spot.py
py
1,549
python
en
code
null
code-starcoder2
66
[ { "api_name": "housepy.log.info", "line_number": 7, "usage_type": "call" }, { "api_name": "housepy.log", "line_number": 7, "usage_type": "name" }, { "api_name": "ingest.ingest_xml_body", "line_number": 8, "usage_type": "call" }, { "api_name": "collections.OrderedD...
27765593
import numpy as np import pickle import collections import scipy.io import time import datetime import copy import albumentations as A import cv2 from data_pre_processing import * def augment_image(transform, image): """ """ new_image = copy.deepcopy(image) new_image = transform(image=new_im...
null
Scripts/data_augmentation.py
data_augmentation.py
py
3,013
python
en
code
null
code-starcoder2
66
[ { "api_name": "copy.deepcopy", "line_number": 22, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_number": 35, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_number": 59, "usage_type": "call" }, { "api_name": "numpy.uint8", "line_number"...
651420319
import numpy as np import pandas as pd import os import sys import numpy import matplotlib.pyplot as plt import pandas import math import sklearn import tensorflow as tf #from tensorflow import keras from keras.models import Sequential from keras.layers import Dense from keras.layers import LSTM from keras.layers impo...
null
MachLearnApp/testRNN3.py
testRNN3.py
py
4,050
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.array", "line_number": 25, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 28, "usage_type": "attribute" }, { "api_name": "pandas.read_csv", "line_number": 30, "usage_type": "call" }, { "api_name": "pandas.read_csv", "line...
324891819
""" WSGI config for _1327 project. It exposes the WSGI callable as a module-level variable named ``application``. For more information on this file, see https://docs.djangoproject.com/en/1.6/howto/deployment/wsgi/ """ import os import sys from django.core.wsgi import get_wsgi_application sys.stderr = sys.stdout p...
null
_1327/wsgi.py
wsgi.py
py
566
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.stderr", "line_number": 15, "usage_type": "attribute" }, { "api_name": "sys.stdout", "line_number": 15, "usage_type": "attribute" }, { "api_name": "os.path.dirname", "line_number": 17, "usage_type": "call" }, { "api_name": "os.path", "line_n...
536410463
# -*- coding: UTF-8 -*- from __future__ import absolute_import, unicode_literals import feedparser from .news_finder import NewsFinder from celery import shared_task, task from .twitter_reader import TwitterReader from celery.utils.log import get_task_logger from requests import ConnectionError logger = get_task_logg...
null
bori/tasks.py
tasks.py
py
1,418
python
en
code
null
code-starcoder2
66
[ { "api_name": "celery.utils.log.get_task_logger", "line_number": 11, "usage_type": "call" }, { "api_name": "celery.task", "line_number": 14, "usage_type": "call" }, { "api_name": "twitter_reader.TwitterReader", "line_number": 23, "usage_type": "call" }, { "api_nam...
82211135
# Copyright (c) 2017-present, Facebook, Inc. # All rights reserved. # # This source code is licensed under the license found in the LICENSE file in # the root directory of this source tree. An additional grant of patent rights # can be found in the PATENTS file in the same directory. import logging import os import to...
null
fairseq/tasks/audio_finetuning.py
audio_finetuning.py
py
34,603
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 32, "usage_type": "call" }, { "api_name": "fairseq.tasks.audio_pretraining.AudioPretrainingConfig", "line_number": 51, "usage_type": "name" }, { "api_name": "dataclasses.field", "line_number": 54, "usage_type": "call" },...
355536594
#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Thu Aug 8 10:57:27 2019 @author: zhangqiang """ import numpy as np import pandas as pd import datetime import xgboost as xgb from xgboost.sklearn import XGBRegressor from sklearn.model_selection import GridSearchCV X_train = pd.read_csv('../data/X_train_...
null
xgboost_allFeature.py
xgboost_allFeature.py
py
3,999
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_csv", "line_number": 16, "usage_type": "call" }, { "api_name": "pandas.read_csv", "line_number": 17, "usage_type": "call" }, { "api_name": "pandas.read_csv", "line_number": 18, "usage_type": "call" }, { "api_name": "pandas.read_csv", ...
474341989
import torch import numpy as np from scipy import integrate from score_sampling import get_score_fn from sbi.vi.first_second_order_helpers import jacobian_in_batch from utils import * def get_random_vec(shape, type="gaussian"): if type.lower() == "gaussian": return torch.randn(shape) elif type.lower(...
null
pck1/sbi/score/score_log_prob.py
score_log_prob.py
py
4,803
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.randn", "line_number": 12, "usage_type": "call" }, { "api_name": "torch.randint", "line_number": 14, "usage_type": "call" }, { "api_name": "torch.enable_grad", "line_number": 23, "usage_type": "call" }, { "api_name": "torch.sum", "line_num...
487293736
from .vision import VisionDataset # from ..utils.box_utils import center_form_to_corner_form import torch from PIL import Image import os import os.path import logging import numpy as np import cv2 class CocoDetection(VisionDataset): """`MS Coco Detection <http://mscoco.org/dataset/#detections-challenge2016>`_ Data...
null
vision/datasets/coco_dataset.py
coco_dataset.py
py
10,820
python
en
code
null
code-starcoder2
66
[ { "api_name": "vision.VisionDataset", "line_number": 10, "usage_type": "name" }, { "api_name": "pycocotools.coco.COCO", "line_number": 24, "usage_type": "call" }, { "api_name": "os.path.isfile", "line_number": 29, "usage_type": "call" }, { "api_name": "os.path", ...
273703581
import tensorflow as tf from tensorflow import keras from tensorflow.keras.callbacks import TensorBoard, ReduceLROnPlateau import ssl from tensorflow.keras.preprocessing.image import ImageDataGenerator from sklearn.metrics import confusion_matrix from sklearn.metrics import classification_report from sklearn.metrics im...
null
baseline_model.py
baseline_model.py
py
2,500
python
en
code
null
code-starcoder2
66
[ { "api_name": "ssl._create_default_https_context", "line_number": 18, "usage_type": "attribute" }, { "api_name": "ssl._create_unverified_context", "line_number": 18, "usage_type": "attribute" }, { "api_name": "tensorflow.keras.applications.ResNet50", "line_number": 19, "u...
420958497
#!/usr/bin/env python # coding=utf-8 import os import shutil import numpy as np def MODULATION(delta, fileNumber): for i in range(0, fileNumber): displace = float(i * delta) filename = 'modulation-' + str(displace) conf = 'modulation-' + str(displace) + '.conf' f = open(conf, 'w') ...
null
phonon/modulation.py
modulation.py
py
3,278
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.system", "line_number": 22, "usage_type": "call" }, { "api_name": "os.system", "line_number": 23, "usage_type": "call" }, { "api_name": "os.system", "line_number": 24, "usage_type": "call" }, { "api_name": "os.path.exists", "line_number": 29,...
315788326
import sys import yfinance as yf import matplotlib.pyplot as plt import pandas as pd import numpy as np import hashlib from os import path import json import threading import time import math import random pd.set_option('display.max_columns', None) pd.set_option('display.expand_frame_repr', False) pd.set_option('...
null
mk1/sim02.py
sim02.py
py
45,060
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.set_option", "line_number": 17, "usage_type": "call" }, { "api_name": "pandas.set_option", "line_number": 18, "usage_type": "call" }, { "api_name": "pandas.set_option", "line_number": 19, "usage_type": "call" }, { "api_name": "pandas.read_csv...
568253634
from io import BytesIO import requests from PIL import Image import math import random def to_ll(ll): if type(ll[0]) == float: return f"{ll[0]},{ll[1]}" else: return ll def from_ll(ll): ll = ll.split(",") return [float(ll[0]), float(ll[1])] def full_adress(json): return json["r...
null
geocoder.py
geocoder.py
py
2,899
python
en
code
null
code-starcoder2
66
[ { "api_name": "PIL.Image.open", "line_number": 40, "usage_type": "call" }, { "api_name": "PIL.Image", "line_number": 40, "usage_type": "name" }, { "api_name": "io.BytesIO", "line_number": 40, "usage_type": "call" }, { "api_name": "requests.get", "line_number":...
228461749
import numpy as np from scipy import optimize def is_valid_density_band(P_min, P_max, dx): return ( dx > 0.0 and all(np.sum(P_min, 1) * dx <= 1) and all(np.sum(P_max, 1) * dx >= 1) and np.all(P_min >= 0) and np.all(P_min <= P_max) ) def get_pos_root(func, x_max_guess...
null
Helper_Functions/robust_detection_helpers.py
robust_detection_helpers.py
py
1,308
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.sum", "line_number": 9, "usage_type": "call" }, { "api_name": "numpy.sum", "line_number": 10, "usage_type": "call" }, { "api_name": "numpy.all", "line_number": 11, "usage_type": "call" }, { "api_name": "numpy.all", "line_number": 12, "...
206967786
#{ # "data": [ # {"timestamp":1466640000,"value":0.27589941523037853}, # {"timestamp":1466640900,"value":0.4059699097648263}, # {...} , # {"timestamp":1466641800,"value":0.8376112426631153} # ], # "forecast_to":1458136800, # "callback": "http://your.domain/yourcallback" #} import json impo...
null
timeseries/Child Death Data/timeseries data/by region/num of neonatal deaths/clean.py
clean.py
py
1,068
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.argv", "line_number": 22, "usage_type": "attribute" }, { "api_name": "json.load", "line_number": 23, "usage_type": "call" }, { "api_name": "datetime.datetime.timestamp", "line_number": 31, "usage_type": "call" }, { "api_name": "datetime.datetime...
651480199
#!/usr/bin/env python # -*- coding: utf-8 -*- import sys import cv2 as cv import argparse import quantizer as qnt from helpers import psnr def read_args(): parser = argparse.ArgumentParser( description='Performs image color quantization.') parser.add_argument('-i', dest='input', type=str, ...
null
main.py
main.py
py
1,489
python
en
code
null
code-starcoder2
66
[ { "api_name": "argparse.ArgumentParser", "line_number": 12, "usage_type": "call" }, { "api_name": "cv2.imread", "line_number": 31, "usage_type": "call" }, { "api_name": "quantizer.simple", "line_number": 34, "usage_type": "call" }, { "api_name": "quantizer.uniform...
396773478
# Import future. from __future__ import annotations # Import typing. from typing import Any from typing import Tuple as MultiReturn from typing import List, Union, Dict, Tuple # Import dependencies. import sys import os import re import token # Add development library to path. if (os.path.basename(os....
null
doc/main.py
main.py
py
111,019
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.basename", "line_number": 16, "usage_type": "call" }, { "api_name": "os.path", "line_number": 16, "usage_type": "attribute" }, { "api_name": "os.getcwd", "line_number": 16, "usage_type": "call" }, { "api_name": "sys.path.append", "line_n...
231239972
#!/usr/bin/env python from __future__ import division import argparse import collections import os.path as osp import matplotlib matplotlib.use('Agg') # NOQA import matplotlib.pyplot as plt import pandas as pd import seaborn as sns def learning_curve(json_file): df = pd.read_json(json_file) colors = sns...
null
scripts/learning_curve.py
learning_curve.py
py
3,753
python
en
code
null
code-starcoder2
66
[ { "api_name": "matplotlib.use", "line_number": 11, "usage_type": "call" }, { "api_name": "pandas.read_json", "line_number": 18, "usage_type": "call" }, { "api_name": "seaborn.husl_palette", "line_number": 20, "usage_type": "call" }, { "api_name": "matplotlib.pyplo...
202529912
import numpy as np import pandas as pd import recorder as rd import visualize as vz import sounddevice as sd import matplotlib.pyplot as plt import os import python_speech_features as psf from play import listFile defaultLen = 44100 particle = 100 def getWave_fixedLen (signal, pivot = 0, step=500, thresh...
null
standardize.py
standardize.py
py
3,173
python
en
code
null
code-starcoder2
66
[ { "api_name": "visualize.clamp", "line_number": 18, "usage_type": "call" }, { "api_name": "visualize.clamp", "line_number": 28, "usage_type": "call" }, { "api_name": "visualize.clamp", "line_number": 35, "usage_type": "call" }, { "api_name": "visualize.clamp", ...
527705719
# -*- coding: utf-8 -*- import scrapy import logging from scrapy import signals from scrapy.xlib.pydispatch import dispatcher from scrapy import Request from msic.proxy.proxy_pool import proxy_pool from msic.proxy.proxy import Proxy from scrapy_splash import SplashRequest from spiders.free_proxy_list_lua_source import ...
null
ip_pool/spiders/ip_pool.py
ip_pool.py
py
3,044
python
en
code
null
code-starcoder2
66
[ { "api_name": "scrapy.Spider", "line_number": 14, "usage_type": "attribute" }, { "api_name": "scrapy.xlib.pydispatch.dispatcher.connect", "line_number": 28, "usage_type": "call" }, { "api_name": "scrapy.xlib.pydispatch.dispatcher", "line_number": 28, "usage_type": "name" ...
463653066
""" Default URL patterns for the :py:mod:`ui` application are provided by the :py:mod:`.urls` module. You can use the default mapping by adding the following to your global ``urlpatterns``: .. code:: from django.urls import path, include urlpatterns = [ # ... path('', include('ui.urls')), ...
null
ui/urls.py
urls.py
py
1,790
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.join", "line_number": 27, "usage_type": "call" }, { "api_name": "os.path", "line_number": 27, "usage_type": "attribute" }, { "api_name": "django.conf.settings.BASE_DIR", "line_number": 27, "usage_type": "attribute" }, { "api_name": "django.c...
514348901
import requests import json from django.http import JsonResponse from zxy11.models import User from django.core.exceptions import ValidationError, ObjectDoesNotExist import random def GetOpenid(code): Response = requests.get( "https://api.weixin.qq.com/sns/jscode2session?appid=wx90f7357f9e5fb100&secret=3...
null
购物系统/zxy00/zxy11/Login.py
Login.py
py
1,431
python
en
code
null
code-starcoder2
66
[ { "api_name": "requests.get", "line_number": 11, "usage_type": "call" }, { "api_name": "json.loads", "line_number": 13, "usage_type": "call" }, { "api_name": "django.http.JsonResponse", "line_number": 29, "usage_type": "call" }, { "api_name": "zxy11.models.User.ob...
325516754
from flask import Flask from werkzeug.routing import BaseConverter from werkzeug.wrappers import Response,Request app = Flask(__name__) # 视图传参:<> # url的<>中传入的参数,必须传入视图函数中 # <>里默认是unicode字符串,兼容数值 # 数值之间不兼容 # /区分路径?&#= 锚点 # http://127.0.0.1:5000/abc/e1234/asdf # Rule类:存储了所有的url规则 # Map类:存储了所有的Rule类对象 # MapAdapter类:负责匹配u...
null
learn_flask/day2/demo_args.py
demo_args.py
py
752
python
en
code
null
code-starcoder2
66
[ { "api_name": "flask.Flask", "line_number": 4, "usage_type": "call" } ]
91563063
import cv2 def minimumBoxFilter(n, path_to_image): img = cv2.imread(path_to_image) # Creates the shape of the kernel size = (n, n) shape = cv2.MORPH_RECT kernel = cv2.getStructuringElement(shape, size) # Applies the minimum filter with kernel NxN imgResult = cv2.erode(img, kernel) # Shows the result...
null
report4/6-5 maximum_filter.py
6-5 maximum_filter.py
py
1,456
python
en
code
null
code-starcoder2
66
[ { "api_name": "cv2.imread", "line_number": 4, "usage_type": "call" }, { "api_name": "cv2.MORPH_RECT", "line_number": 8, "usage_type": "attribute" }, { "api_name": "cv2.getStructuringElement", "line_number": 9, "usage_type": "call" }, { "api_name": "cv2.erode", ...
10693341
import mimetypes from asyncio import ensure_future, get_event_loop from os import mkdir, path from signal import SIGINT, SIGTERM from whalesong import Whalesong from whalesong.driver_chromium import WhalesongDriver from whalesong.managers.message import LocationMessage, MediaFrameMixin, MediaMixin, StickerMessage, Tex...
null
examples/getmessages-chromium.py
getmessages-chromium.py
py
5,499
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.join", "line_number": 11, "usage_type": "call" }, { "api_name": "os.path", "line_number": 11, "usage_type": "name" }, { "api_name": "os.path.dirname", "line_number": 11, "usage_type": "call" }, { "api_name": "whalesong.Whalesong", "line_...
362456976
# Name: platforms.py # Purpose: Handles the platforms that the player will stand on. This module dictates all methods/attributes associated with the platforms # Version: 2.1 # Date: 5 June 2020 # Author(s): Khoa Hoang, Matt Innaurato # Dependencies: pygame, settings, and random modules import pygame as pg from settin...
null
src/platforms.py
platforms.py
py
4,547
python
en
code
null
code-starcoder2
66
[ { "api_name": "random.randint", "line_number": 22, "usage_type": "call" }, { "api_name": "random.randint", "line_number": 32, "usage_type": "call" }, { "api_name": "random.randint", "line_number": 33, "usage_type": "call" }, { "api_name": "random.choice", "lin...
58072055
import argparse parser = argparse.ArgumentParser() parser.add_argument("-g", "--gpu", metavar="gpuid", type=int, default=-1, help="GPU device ID (CPU if negative)") parser.add_argument("-o", "--out", metavar="outfilename", type=str, default="ram", help="prefix of output filenames...
null
train_ram.py
train_ram.py
py
4,511
python
en
code
null
code-starcoder2
66
[ { "api_name": "argparse.ArgumentParser", "line_number": 2, "usage_type": "call" }, { "api_name": "numpy.random.seed", "line_number": 15, "usage_type": "call" }, { "api_name": "numpy.random", "line_number": 15, "usage_type": "attribute" }, { "api_name": "sklearn.da...
375217330
import numpy as np from scipy.ndimage import gaussian_filter # Histogram related constants DEFAULT_QUANTILES_CUTOFF_SUV = (0, 0.999) DEFAULT_QUANTILES_CUTOFF_HU = (0, 0.999) class Preprocessor(): def __init__(self, smooth_sigma_mm={'PET': 2.0, 'CT': 0.0}, normalization_method=...
null
datautils/preprocessing.py
preprocessing.py
py
4,285
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.loadtxt", "line_number": 32, "usage_type": "call" }, { "api_name": "scipy.ndimage.gaussian_filter", "line_number": 48, "usage_type": "call" }, { "api_name": "numpy.clip", "line_number": 64, "usage_type": "call" }, { "api_name": "numpy.float32"...
102253229
# # Copyright (C) University College London, 2007-2012, all rights reserved. # # This file is part of HemeLB and is CONFIDENTIAL. You may not work # with, install, use, duplicate, modify, redistribute or share this # file, or any part thereof, other than as allowed by any agreement # specifically made by you with Un...
null
Tools/steering/python/hemelb_steering/remote_hemelb.py
remote_hemelb.py
py
3,380
python
en
code
null
code-starcoder2
66
[ { "api_name": "paged_socket.PagedSocket", "line_number": 27, "usage_type": "call" }, { "api_name": "steered_parameter.initialise_in_instance", "line_number": 34, "usage_type": "call" }, { "api_name": "config.config", "line_number": 34, "usage_type": "name" }, { "a...
45509984
# Copyright (C) 2020 Google Inc. # Licensed under http://www.apache.org/licenses/LICENSE-2.0 <see LICENSE file> """Tests for extra views.""" import json import ddt import sqlalchemy as sa from ggrc.models.relationship import Relationship from integration.ggrc import TestCase from integration.ggrc.models import facto...
null
test/integration/ggrc/views/test_views.py
test_views.py
py
4,888
python
en
code
null
code-starcoder2
66
[ { "api_name": "integration.ggrc.TestCase", "line_number": 16, "usage_type": "name" }, { "api_name": "json.dumps", "line_number": 40, "usage_type": "call" }, { "api_name": "json.dumps", "line_number": 62, "usage_type": "call" }, { "api_name": "json.loads", "lin...
40404360
# -*- coding: utf-8 -*- from urllib.request import urlopen, Request import urllib import bs4 import lxml location = '인천광역시 미추홀구 도화동' enc_location = urllib.parse.quote(location + '+날씨') url = 'https://search.naver.com/search.naver?ie=utf8&query='+ enc_location req = Request(url) page = urlopen(req) html = page.read()...
null
Edith/Edith_GUI ( PyQt )/weather.py
weather.py
py
1,290
python
en
code
null
code-starcoder2
66
[ { "api_name": "urllib.parse.quote", "line_number": 8, "usage_type": "call" }, { "api_name": "urllib.parse", "line_number": 8, "usage_type": "attribute" }, { "api_name": "urllib.request.Request", "line_number": 12, "usage_type": "call" }, { "api_name": "urllib.requ...
412401510
import jaconv import MeCab tagger = MeCab.Tagger() with open("A01F0055/A01F0055.trn", encoding="shift-jis") as trn: for row in trn: if row.split()[0].isalpha(): line = jaconv.kata2hira(''.join(row.split()[2:])) print(tagger.parse(line))
null
grad_resarch/perceptron/gettext.py
gettext.py
py
275
python
en
code
null
code-starcoder2
66
[ { "api_name": "MeCab.Tagger", "line_number": 4, "usage_type": "call" }, { "api_name": "jaconv.kata2hira", "line_number": 9, "usage_type": "call" } ]
127519750
#!/usr/bin/env python # coding: utf-8 # In[ ]: import os import cv2 import numpy as np from time import sleep N_split = np.int(os.environ['N_SPLITS']) cap = cv2.VideoCapture(2) while(True): # Capture frame-by-frame ret, frame = cap.read() img = cv2.cvtColor(frame, cv2.COLOR_BGR2HSV) row = np.arra...
null
color_detector.py
color_detector.py
py
2,222
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.int", "line_number": 13, "usage_type": "call" }, { "api_name": "os.environ", "line_number": 13, "usage_type": "attribute" }, { "api_name": "cv2.VideoCapture", "line_number": 15, "usage_type": "call" }, { "api_name": "cv2.cvtColor", "line_n...
68465278
# -*- coding: utf-8 -*- #------------------------------------------------------------------------------ # This file is part of the Tango SPEC device server # # Copyright (c) 2014, European Synchrotron Radiation Facility. # Distributed under the GNU Lesser General Public License. # See LICENSE.txt for more info. #-----...
null
setup.py
setup.py
py
1,064
python
en
code
null
code-starcoder2
66
[ { "api_name": "sphinx.setup_command.BuildDoc", "line_number": 20, "usage_type": "name" }, { "api_name": "sys.path.insert", "line_number": 24, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 24, "usage_type": "attribute" }, { "api_name": "os.path.d...
642039916
# coding: utf-8 # In[3]: import sys import pandas as pd import matplotlib.pyplot as plt filename1 = sys.argv[1] filename2 = sys.argv[2] df1 = pd.read_table(filename1, sep=' ', header=None, index_col=1, names=['lang', 'page', 'views', 'bytes']) df2 = pd.read_table(filename2, sep=' ', header=None, index_col...
null
Assignment 2 - Plotting and Linear Regression/create_plots.py
create_plots.py
py
1,035
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.argv", "line_number": 11, "usage_type": "attribute" }, { "api_name": "sys.argv", "line_number": 12, "usage_type": "attribute" }, { "api_name": "pandas.read_table", "line_number": 14, "usage_type": "call" }, { "api_name": "pandas.read_table", ...
647508491
''' Created on 25 Oct 2015 @author: jayre ''' # Learn about API authentication here: https://plot.ly/python/getting-started # Find your api_key here: https://plot.ly/settings/api import plotly.plotly as py import plotly.graph_objs as go import numpy as np from matplotlib import pyplot as plt names = ['P...
null
Thesis/Python/Pyplot_Graphs/scale4.py
scale4.py
py
1,768
python
en
code
null
code-starcoder2
66
[ { "api_name": "plotly.graph_objs.Bar", "line_number": 20, "usage_type": "call" }, { "api_name": "plotly.graph_objs", "line_number": 20, "usage_type": "name" }, { "api_name": "plotly.graph_objs.Layout", "line_number": 29, "usage_type": "call" }, { "api_name": "plot...
254131750
import time as Time import numpy as np import pandas as pd from multiprocessing import Pool from scipy.stats import kurtosis, skew, iqr, trim_mean from scipy.signal import hilbert from .base import Component from .simple import DataGenerator np.warnings.filterwarnings('ignore') # # abs_min == 0 # avg -> mean # sum =...
null
smth/kaggle/earthquake_prediction/components/representer.py
representer.py
py
8,779
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.warnings.filterwarnings", "line_number": 11, "usage_type": "call" }, { "api_name": "numpy.warnings", "line_number": 11, "usage_type": "attribute" }, { "api_name": "base.Component", "line_number": 25, "usage_type": "name" }, { "api_name": "nump...
305652093
import requests import json class HttpRequest: def __init__(self, endpoint, headers={"content-type": "application/json"}): self.endpoint = endpoint self.headers = headers pass def get(self, payload): res = requests.get(self.endpoint, headers=self.headers, params=payload) ...
null
src/infrastructure/rest/http_request.py
http_request.py
py
949
python
en
code
null
code-starcoder2
66
[ { "api_name": "requests.get", "line_number": 12, "usage_type": "call" }, { "api_name": "requests.post", "line_number": 16, "usage_type": "call" }, { "api_name": "json.dumps", "line_number": 16, "usage_type": "call" } ]
221897773
import numpy as np from math import atan2 import os, sys from scipy.spatial import distance import matplotlib.pyplot as plt from mpl_toolkits.mplot3d import Axes3D from scipy.spatial.transform import Rotation as Kabsch # home_path = "/home/boittier/Documents/AdjustReference-System/" # # home_path = "/home/eric/Document...
null
ARS.py
ARS.py
py
18,800
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.array", "line_number": 23, "usage_type": "call" }, { "api_name": "numpy.sqrt", "line_number": 25, "usage_type": "call" }, { "api_name": "numpy.einsum", "line_number": 25, "usage_type": "call" }, { "api_name": "numpy.linalg.norm", "line_num...
448704397
# Import libraries import numpy as np import keras import keras.backend as K from keras.models import Model # Activation and Regularization from keras.regularizers import l2 from keras.activations import softmax # Keras layers from keras.layers.convolutional import Conv2D, Conv2DTranspose from keras.layers import Dense...
null
models/new_distances/elu_resnet_2d_distances.py
elu_resnet_2d_distances.py
py
6,209
python
en
code
null
code-starcoder2
66
[ { "api_name": "keras.activations.softmax", "line_number": 17, "usage_type": "call" }, { "api_name": "keras.backend.variable", "line_number": 33, "usage_type": "call" }, { "api_name": "keras.backend", "line_number": 33, "usage_type": "name" }, { "api_name": "keras....
21088481
#!/usr/bin/env python """The setup script.""" from setuptools import setup, find_packages with open('README.rst') as readme_file: readme = readme_file.read() with open('HISTORY.rst') as history_file: history = history_file.read() requirements = [ "Click>=7.0", "Flask==1.1.2", "authlib==0.15.3",...
null
setup.py
setup.py
py
1,903
python
en
code
null
code-starcoder2
66
[ { "api_name": "setuptools.setup", "line_number": 35, "usage_type": "call" }, { "api_name": "setuptools.find_packages", "line_number": 62, "usage_type": "call" } ]
494852567
#!/usr/bin/python3 import sys, argparse from http.server import HTTPServer, BaseHTTPRequestHandler def parseArgs(): parser = argparse.ArgumentParser(description='For test API Client, webhook, ... ') parser.add_argument('-p', '--port', help='Port to listen', dest='port', type=int, required=True) parser.add...
null
HttpListener.py
HttpListener.py
py
1,941
python
en
code
null
code-starcoder2
66
[ { "api_name": "argparse.ArgumentParser", "line_number": 7, "usage_type": "call" }, { "api_name": "http.server.BaseHTTPRequestHandler", "line_number": 36, "usage_type": "name" }, { "api_name": "http.server.HTTPServer", "line_number": 59, "usage_type": "call" }, { "...
239226954
import arcade import Const from Button import MenuButton from Food import Food class Menu: def __init__(self, main): self.elements = [] self.text_menu = None self.main = main self.center = 0 self.high = 0 """For instruction""" self.is_instruction = False ...
null
out/production/Snake/Menu.py
Menu.py
py
4,096
python
en
code
null
code-starcoder2
66
[ { "api_name": "Const.GAME_WIDTH", "line_number": 20, "usage_type": "attribute" }, { "api_name": "Const.GAME_HEIGHT", "line_number": 21, "usage_type": "attribute" }, { "api_name": "arcade.draw_text", "line_number": 22, "usage_type": "call" }, { "api_name": "arcade....
566218472
import time import threading import PyQt6 from PyQt6 import QtCore from PyQt6.QtCore import Qt from PyQt6.QtWidgets import QMessageBox from pcr.hid_action import TxAction, RxAction from pcr.hid_ctrl import Hid_manager from pcr.constant import Command, State, State_Oper, DeviceConstant import pcr.protocol as Protoco...
null
pcr/task.py
task.py
py
9,608
python
en
code
null
code-starcoder2
66
[ { "api_name": "pcr.constant.State.READY", "line_number": 39, "usage_type": "attribute" }, { "api_name": "pcr.constant.State", "line_number": 39, "usage_type": "name" }, { "api_name": "pcr.constant.Command.NOP", "line_number": 40, "usage_type": "attribute" }, { "ap...
369294348
#! /usr/bin/env python3 import os, sys namvi_mi_root = os.getcwd()+'/../..' sys.path.append(namvi_mi_root) from namv_mi.cost_model.cost_model import * from namv_mi.utils import process_sim_results as sim from namv_mi.utils.plot_templates import sub_dim import glob import pandas as pd import numpy as np import matplotli...
null
namv_mi/cost_analysis/deployment_scenarios_ytd.py
deployment_scenarios_ytd.py
py
6,444
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.getcwd", "line_number": 3, "usage_type": "call" }, { "api_name": "sys.path.append", "line_number": 4, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 4, "usage_type": "attribute" }, { "api_name": "namv_mi.utils.plot_templates.sub...
459442402
import pandas as pd import os.path import matplotlib.pyplot as plt # configure pyplot plt.style.use('ggplot') # directory with data files DIR = 'data' class Crypto(object): '''class for accessing hitorical market data''' def __init__(self, symbol): '''object constructor''' self.symbol = symb...
null
180927_python_crypto/crypto.py
crypto.py
py
1,884
python
en
code
null
code-starcoder2
66
[ { "api_name": "matplotlib.pyplot.style.use", "line_number": 6, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.style", "line_number": 6, "usage_type": "attribute" }, { "api_name": "matplotlib.pyplot", "line_number": 6, "usage_type": "name" }, { "api_name"...
417178919
import json class Team: def __init__(self, date, ranking, duration, level, members): self.date = date self.ranking = ranking self.duration = duration self.level = level self.members = members @classmethod def fromAdaptor(cls, team: 'dict', model: 'dict') ...
null
GroupFinder/teamFinder.py
teamFinder.py
py
3,299
python
en
code
null
code-starcoder2
66
[ { "api_name": "json.dump", "line_number": 64, "usage_type": "call" }, { "api_name": "json.load", "line_number": 73, "usage_type": "call" }, { "api_name": "json.dump", "line_number": 80, "usage_type": "call" } ]
365261083
import pymysql from contextlib import contextmanager from sqlalchemy import event, create_engine from sqlalchemy.exc import DisconnectionError from sqlalchemy.orm import sessionmaker from simple_profile.connectors.access import AccessDAO class RawPyMySQL(object): def __init__(self, access_dao): self.acces...
null
simple_profile/connectors/dao.py
dao.py
py
3,712
python
en
code
null
code-starcoder2
66
[ { "api_name": "pymysql.connect", "line_number": 14, "usage_type": "call" }, { "api_name": "pymysql.cursors", "line_number": 16, "usage_type": "attribute" }, { "api_name": "sqlalchemy.create_engine", "line_number": 38, "usage_type": "call" }, { "api_name": "sqlalch...
505283778
# coding=utf-8 from PyQt5 import QtCore, QtGui, QtWidgets import cv2 import os import face import sys import facegui import time as timer import facenet import align.detect_face import numpy import pickle from scipy import misc import tensorflow as tf import numpy as np from PIL import Image, ImageDraw, ImageFont sys....
null
src/main.py
main.py
py
15,878
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.path.append", "line_number": 18, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 18, "usage_type": "attribute" }, { "api_name": "os.path.join", "line_number": 18, "usage_type": "call" }, { "api_name": "os.path", "line_number...
204689851
""" Program for computing satellite crossovers from ascending and descending orbits using linear or cubic interpolation. The program takes as input two files separated into asc. and des. orbits with a minimum number of variables: orbit number, lon ,lat, time and height. The user can provide three extra variables ...
null
utils/xover_deprecated.py
xover_deprecated.py
py
30,768
python
en
code
null
code-starcoder2
66
[ { "api_name": "warnings.filterwarnings", "line_number": 57, "usage_type": "call" }, { "api_name": "argparse.ArgumentParser", "line_number": 61, "usage_type": "call" }, { "api_name": "numpy.column_stack", "line_number": 132, "usage_type": "call" }, { "api_name": "n...
642892560
import tempfile import os from patsy.commands.checksum import Command, get_checksum from patsy.core.load import Load from argparse import Namespace from tests import clear_database def setUp(obj, gateway): obj.gateway = gateway # Arguments passed to checksum.Command obj.checksum_command = Command() o...
null
tests/test_checksum.py
test_checksum.py
py
6,142
python
en
code
null
code-starcoder2
66
[ { "api_name": "patsy.commands.checksum.Command", "line_number": 13, "usage_type": "call" }, { "api_name": "argparse.Namespace", "line_number": 14, "usage_type": "call" }, { "api_name": "patsy.core.load.Load", "line_number": 19, "usage_type": "call" }, { "api_name"...
357394847
from django.shortcuts import render, redirect, reverse from django.contrib import messages from django.contrib.auth.decorators import login_required from .forms import UserLoginForm, UserRegisterForm, UserUpdateForm, ProfileUpdateForm from django.contrib.auth.forms import UserCreationForm from django.contrib.auth impor...
null
src/users/views.py
views.py
py
1,750
python
en
code
null
code-starcoder2
66
[ { "api_name": "forms.UserRegisterForm", "line_number": 9, "usage_type": "call" }, { "api_name": "forms.UserRegisterForm", "line_number": 13, "usage_type": "call" }, { "api_name": "django.contrib.messages.success", "line_number": 16, "usage_type": "call" }, { "api_...
510109423
import pandas as pd import os from sklearn.preprocessing import MinMaxScaler import tensorflow as tf print(tf.__version__) # 1.15.0 # Turn off TensorFlow warning messages in program output os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2' # load dataset training_data_df = pd.read_csv("dataset/sales_data_training.csv", dtype=...
null
model.py
model.py
py
4,619
python
en
code
null
code-starcoder2
66
[ { "api_name": "tensorflow.__version__", "line_number": 6, "usage_type": "attribute" }, { "api_name": "os.environ", "line_number": 9, "usage_type": "attribute" }, { "api_name": "pandas.read_csv", "line_number": 12, "usage_type": "call" }, { "api_name": "pandas.read...
511452991
def should_buy(cur_price, last_price_ns, cur_vol, avg_vol_nd, params={}): """ INPUT: cur_price: float cur_price last_price_ns: price for the past n seconds cur_vol: float current volume avg_vol_nd: average volume per second for the past n days RETURN: True: should buy. False: should not...
null
model/model_v0.py
model_v0.py
py
8,244
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.nansum", "line_number": 79, "usage_type": "call" }, { "api_name": "numpy.nanmax", "line_number": 79, "usage_type": "call" }, { "api_name": "numpy.nanmin", "line_number": 79, "usage_type": "call" }, { "api_name": "numpy.nanmean", "line_numb...
299723095
from flask import Flask, render_template, jsonify, request from pymongo import MongoClient app = Flask(__name__) client = MongoClient('mongodb://test:test@localhost', 27017) # client = MongoClient('localhost', 27017) db = client.dbmaking # HTML 화면 표시 @app.route('/') def init(): return render_template('index.htm...
null
app.py
app.py
py
4,338
python
en
code
null
code-starcoder2
66
[ { "api_name": "flask.Flask", "line_number": 4, "usage_type": "call" }, { "api_name": "pymongo.MongoClient", "line_number": 6, "usage_type": "call" }, { "api_name": "flask.render_template", "line_number": 14, "usage_type": "call" }, { "api_name": "flask.render_temp...
298787865
import torch import numpy as np def iou_torch(bboxes_a, bboxes_b, bbox_type="x1y1x2y2", iou_type='IoU'): if bbox_type is "x1y1x2y2": i_tl = torch.max(bboxes_a[:, None, :2], bboxes_b[:, :2])#交集左上角坐标 i_br = torch.min(bboxes_a[:, None, 2:], bboxes_b[:, 2:])#交集右下角坐标 c_tl = torch.min(bboxes_a[:,...
null
yolov4_utils/iou_torch.py
iou_torch.py
py
3,027
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.max", "line_number": 6, "usage_type": "call" }, { "api_name": "torch.min", "line_number": 7, "usage_type": "call" }, { "api_name": "torch.min", "line_number": 8, "usage_type": "call" }, { "api_name": "torch.max", "line_number": 9, "usa...
116609725
import torch class DataLoader(object): def __init__(self, train, test, batch_size=128): self.train_loader, self.test_loader = self.data_loader(train, test, batch_size) def data_loader(self, train, test, batch_size=128, num_workers=4): SEED = 1 # CUDA? cuda = torch.cuda.is_ava...
null
utils/dataloader.py
dataloader.py
py
971
python
en
code
null
code-starcoder2
66
[ { "api_name": "torch.cuda.is_available", "line_number": 11, "usage_type": "call" }, { "api_name": "torch.cuda", "line_number": 11, "usage_type": "attribute" }, { "api_name": "torch.manual_seed", "line_number": 15, "usage_type": "call" }, { "api_name": "torch.cuda....
382299854
import datetime from django import template from django.contrib.auth import get_user_model UserModel = get_user_model() register = template.Library() today = datetime.date.today() one_day_ago = datetime.datetime.now() - datetime.timedelta(days=1) @register.simple_tag def get_birthday_list(): ""...
null
tango_user/templatetags/user_tags.py
user_tags.py
py
1,093
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.contrib.auth.get_user_model", "line_number": 6, "usage_type": "call" }, { "api_name": "django.template.Library", "line_number": 8, "usage_type": "call" }, { "api_name": "django.template", "line_number": 8, "usage_type": "name" }, { "api_name"...
287116591
from django import forms from .models import ContactUs, Feedback class ContactForm(forms.ModelForm): class Meta: model = ContactUs fields = ["first_name", "last_name", "email", "contact_no"] class FeedbackForm(forms.ModelForm): class Meta: model = Feedback fields = ['name', '...
null
blog/forms.py
forms.py
py
565
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.forms.ModelForm", "line_number": 5, "usage_type": "attribute" }, { "api_name": "django.forms", "line_number": 5, "usage_type": "name" }, { "api_name": "models.ContactUs", "line_number": 7, "usage_type": "name" }, { "api_name": "django.forms.M...
326998069
import tensorflow as tf import tensorflow.contrib.slim as slim from tensorflow.python.training import moving_averages import numpy as np from keras import layers from keras.layers.merge import add,multiply from keras.layers import Lambda, Input, Conv2D, Conv2DTranspose, MaxPooling2D, UpSampling2D, Cropping2D, cor...
null
TensorFlow_utils.py
TensorFlow_utils.py
py
16,482
python
en
code
null
code-starcoder2
66
[ { "api_name": "tensorflow.variable_scope", "line_number": 20, "usage_type": "call" }, { "api_name": "tensorflow.get_variable", "line_number": 21, "usage_type": "call" }, { "api_name": "tensorflow.float32", "line_number": 22, "usage_type": "attribute" }, { "api_nam...
606894102
#!/usr/bin/env python # -*- coding: utf-8 -*- """ Builds and pickles a data structure to use for decoding verses with a specified vocabulary. Any vocab words not in the pronouncing dictionary are ignored. """ from __future__ import print_function from os import path from vocab import VerseVocab def main(in_voca...
null
verse-vocab/make_verse_vocab.py
make_verse_vocab.py
py
1,495
python
en
code
null
code-starcoder2
66
[ { "api_name": "vocab.VerseVocab", "line_number": 21, "usage_type": "call" }, { "api_name": "vocab.build", "line_number": 23, "usage_type": "call" }, { "api_name": "vocab.save", "line_number": 24, "usage_type": "call" }, { "api_name": "argparse.ArgumentParser", ...
580468512
__author__ = 'vigor' import pygame import random import math from constants import * from characters import * GRAD = math.pi / 180 # 2 * pi / 360 # math module needs Radiant instead of Grad class bullet: """ a big projectile fired by the tank's main cannon""" side = 15 # long side of bullet rectangle ve...
null
projectiles.py
projectiles.py
py
2,506
python
en
code
null
code-starcoder2
66
[ { "api_name": "math.pi", "line_number": 8, "usage_type": "attribute" }, { "api_name": "pygame.image.load", "line_number": 20, "usage_type": "call" }, { "api_name": "pygame.image", "line_number": 20, "usage_type": "attribute" }, { "api_name": "pygame.transform.rota...
194618048
# -*- coding: utf-8 -*- import torch.nn as nn import os import pandas as pd from PIL import Image from torch.utils.data import Dataset class clsLogging(): @staticmethod def writeline(filename, line): with open(filename, 'a+') as hFile: hFile.write(line + '\n') hFile.close() @...
null
facenet_utils.py
facenet_utils.py
py
3,536
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.DataFrame", "line_number": 19, "usage_type": "call" }, { "api_name": "torch.nn.Module", "line_number": 22, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 22, "usage_type": "name" }, { "api_name": "torch.nn.PairwiseDista...