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
258545811
import sklearn import json import re import numpy as np from sklearn import svm from sklearn.neighbors import KNeighborsClassifier from sklearn.ensemble import RandomForestClassifier import keras from keras.datasets import mnist from keras.models import Sequential from keras.layers import Dense, Dropout from keras.opti...
null
fitAndTestSVM.py
fitAndTestSVM.py
py
3,179
python
en
code
null
code-starcoder2
66
[ { "api_name": "re.search", "line_number": 18, "usage_type": "call" }, { "api_name": "re.search", "line_number": 22, "usage_type": "call" }, { "api_name": "argparse.ArgumentParser", "line_number": 26, "usage_type": "call" }, { "api_name": "json.load", "line_num...
457282094
from __future__ import print_function import datetime import ftplib import sys import time class GetGBMData(object): def __init__(self, trigger=None, daily=None): self.ftp = ftplib.FTP('legacy.gsfc.nasa.gov', 'anonymous', 'crap@gmail.com') if trigger is not None: self._type = 'trig...
null
gbmgeometry/getgbmdata.py
getgbmdata.py
py
6,194
python
en
code
null
code-starcoder2
66
[ { "api_name": "ftplib.FTP", "line_number": 12, "usage_type": "call" }, { "api_name": "ftplib.error_perm", "line_number": 37, "usage_type": "attribute" }, { "api_name": "time.time", "line_number": 185, "usage_type": "call" }, { "api_name": "sys.stdout.flush", "...
542466557
#!/usr/bin/env python3 import sys import os import re import yaml import pprint import time import datetime from scapy.all import wrpcap from scapy.utils import PcapWriter from pcraft.Plugins import * from pcraft.Functions import * def print_loading_plugins(plugin): print("Loading Plugin: %s" % plugin) variable...
null
pcraft.py
pcraft.py
py
8,257
python
en
code
null
code-starcoder2
66
[ { "api_name": "re.compile", "line_number": 19, "usage_type": "call" }, { "api_name": "sys.exit", "line_number": 30, "usage_type": "call" }, { "api_name": "re.compile", "line_number": 67, "usage_type": "call" }, { "api_name": "re.compile", "line_number": 71, ...
521258508
from enum import Enum, auto class TokenType(Enum): # Single character tokens LEFT_PAREN = auto() RIGHT_PAREN = auto() LEFT_BRACE = auto() RIGHT_BRACE = auto() COMMA = auto() DOT = auto() MINUS = auto() PLUS = auto() SEMICOLON = auto() SLASH = auto() STAR = auto() # ...
null
scanner.py
scanner.py
py
8,240
python
en
code
null
code-starcoder2
66
[ { "api_name": "enum.Enum", "line_number": 3, "usage_type": "name" }, { "api_name": "enum.auto", "line_number": 5, "usage_type": "call" }, { "api_name": "enum.auto", "line_number": 6, "usage_type": "call" }, { "api_name": "enum.auto", "line_number": 7, "usa...
165888573
import socket import json import time if __name__ == "__main__": ip_port = ("127.0.0.1", 2280) sock = socket.socket() sock.connect(ip_port) json_data = {"name":"test","type":"A","args":[1,2,3,4,5]} while True: buf = bytearray(json.dumps(json_data).encode()) buf.append(0) s...
null
tests/catserver/client.py
client.py
py
397
python
en
code
null
code-starcoder2
66
[ { "api_name": "socket.socket", "line_number": 7, "usage_type": "call" }, { "api_name": "json.dumps", "line_number": 13, "usage_type": "call" }, { "api_name": "time.sleep", "line_number": 17, "usage_type": "call" } ]
437801936
# Import modul yang dibutuhkan import cv2 from matplotlib import pyplot as plt # Import gambar yang ingin dibaca image = cv2.imread('image/5.jpg') # Mengubah gambar ke grayscale gray_image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY) # membuat histogram dari gambar grayscale # mengkalkulasikan warna dari gam...
null
Tugas 1/1_grayscale_histogram.py
1_grayscale_histogram.py
py
728
python
en
code
null
code-starcoder2
66
[ { "api_name": "cv2.imread", "line_number": 6, "usage_type": "call" }, { "api_name": "cv2.cvtColor", "line_number": 9, "usage_type": "call" }, { "api_name": "cv2.COLOR_BGR2GRAY", "line_number": 9, "usage_type": "attribute" }, { "api_name": "cv2.calcHist", "line...
30055262
# -*- coding: utf-8 -*- """ Created on Fri Mar 3 11:02:33 2017 @author: reyer """ # Whole Cell Simulation from IPython import get_ipython get_ipython().magic('reset -sf') import math import numpy as np import pylab as py import matplotlib as plt import random import time class Gillespie(): start = time.t...
null
whole_cell_sim.py
whole_cell_sim.py
py
12,995
python
en
code
null
code-starcoder2
66
[ { "api_name": "IPython.get_ipython", "line_number": 10, "usage_type": "call" }, { "api_name": "time.time", "line_number": 22, "usage_type": "call" }, { "api_name": "numpy.arange", "line_number": 52, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_nu...
327808334
import face_recognition as fr import os.path as pth from bootstrap import * class CompareFaces: def __init__(self,knownImage): self.__img1 = knownImage def compareImages(self,img2): # print(pth.isfile(self.__img1)) # # if not pth.exists(self.__img1) or not pth.exists(self...
null
src/face_recognition/compare_faces.py
compare_faces.py
py
922
python
en
code
null
code-starcoder2
66
[ { "api_name": "face_recognition.load_image_file", "line_number": 21, "usage_type": "call" }, { "api_name": "face_recognition.load_image_file", "line_number": 22, "usage_type": "call" }, { "api_name": "face_recognition.face_encodings", "line_number": 30, "usage_type": "cal...
267507000
import itertools import numpy as np import matplotlib.pyplot as plt from sklearn.metrics import precision_recall_curve from sklearn.metrics import average_precision_score from sklearn import svm, datasets from sklearn.model_selection import train_test_split from sklearn.metrics import confusion_matrix from sklearn.prep...
null
metrics.py
metrics.py
py
8,940
python
en
code
null
code-starcoder2
66
[ { "api_name": "matplotlib.pyplot.cm", "line_number": 17, "usage_type": "attribute" }, { "api_name": "matplotlib.pyplot", "line_number": 17, "usage_type": "name" }, { "api_name": "numpy.newaxis", "line_number": 19, "usage_type": "attribute" }, { "api_name": "matplo...
542809398
import discord from discord.ext import commands from config import settings from lexicon_bot import forbidden_words, lex_bot import random from asyncio import sleep from discord.utils import get import requests from bs4 import BeautifulSoup intents = discord.Intents.default() intents.members = True bot = commands.Bot...
null
joy_bot_disc.py
joy_bot_disc.py
py
7,158
python
en
code
null
code-starcoder2
66
[ { "api_name": "discord.Intents.default", "line_number": 12, "usage_type": "call" }, { "api_name": "discord.Intents", "line_number": 12, "usage_type": "attribute" }, { "api_name": "discord.ext.commands.Bot", "line_number": 14, "usage_type": "call" }, { "api_name": ...
348198309
# Flask. from flask import (Flask, render_template, url_for, request, redirect, flash, jsonify) from functools import wraps app = Flask(__name__) # SqlAlchemy. from sqlalchemy import create_engine from sqlalchemy.orm import sessionmaker from sqlalchemy import update # Database. from database_setup import Base, Restau...
null
DineExpress/app.py
app.py
py
12,828
python
en
code
null
code-starcoder2
66
[ { "api_name": "flask.Flask", "line_number": 4, "usage_type": "call" }, { "api_name": "sqlalchemy.create_engine", "line_number": 13, "usage_type": "call" }, { "api_name": "database_setup.Base.metadata", "line_number": 14, "usage_type": "attribute" }, { "api_name": ...
542567170
#!/usr/bin/env python # -*- coding: utf-8; tab-width: 4; indent-tabs-mode: t -*- # # NetProfile: Access module - Models # © Copyright 2013-2015 Alex 'Unik' Unigovsky # # This file is part of NetProfile. # NetProfile is free software: you can redistribute it and/or # modify it under the terms of the GNU Affero General P...
null
netprofile_access/netprofile_access/models.py
models.py
py
23,574
python
en
code
null
code-starcoder2
66
[ { "api_name": "pyramid.i18n.TranslationStringFactory", "line_number": 127, "usage_type": "call" }, { "api_name": "netprofile_entities.models.EntityType.add_symbol", "line_number": 129, "usage_type": "call" }, { "api_name": "netprofile_entities.models.EntityType", "line_number...
308161621
import logging import os import os.path import sys import unittest from test.data import TEST_DATA_DIR from typing import ClassVar from urllib.request import url2pathname, urlopen from rdflib import RDF, RDFS, BNode, Graph, Literal, Namespace, URIRef from rdflib.exceptions import ParserError from rdflib.plugins.parser...
null
test/test_w3c_spec/test_rdfxml_w3c.py
test_rdfxml_w3c.py
py
8,229
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 15, "usage_type": "call" }, { "api_name": "rdflib.Graph", "line_number": 24, "usage_type": "name" }, { "api_name": "rdflib.BNode", "line_number": 33, "usage_type": "argument" }, { "api_name": "rdflib.Namespace", ...
102186473
# descriptive statistics # Groupby # correlations # statistical corrlelations: pearsons, heatmaps import seaborn as sns import matplotlib.pyplot as plt import scipy.stats as stats import pandas as pd # value_counts # fwd 120 # rwd 76 # 4wd 9 def descriptive_statistics(df): dr...
null
Exploratory_data_analysis.py
Exploratory_data_analysis.py
py
2,777
python
en
code
null
code-starcoder2
66
[ { "api_name": "seaborn.boxplot", "line_number": 25, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.show", "line_number": 26, "usage_type": "call" }, { "api_name": "matplotlib.pyplot", "line_number": 26, "usage_type": "name" }, { "api_name": "seaborn.boxp...
160344732
import sys import numpy as np import pandas as pd from sympy.stats import variance, Die, covariance, correlation, density p = 1 / 36 XZ_joint = { (1, 1): p, (1, 2): p, (1, 3): p, (1, 4): p, (1, 5): p, (1, 6): p, (2, 1): p, (2, 2): p, (2, 3): p, (2, 4): p, (2, 5): p, (2, 6): p, (3, 1): p, (3, 2): p, (3, 3):...
null
estimation/causal_inference/causal_inference_in_statistics/adding_discrete_rv.py
adding_discrete_rv.py
py
6,969
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.abs", "line_number": 72, "usage_type": "call" }, { "api_name": "numpy.sqrt", "line_number": 107, "usage_type": "call" }, { "api_name": "pandas.DataFrame", "line_number": 138, "usage_type": "call" }, { "api_name": "sympy.stats.Die", "line_n...
632449381
import psycopg2 as pg import yaml """ port labeling function by using pandas cut similar idea as to bucketizer but with no parallel processing slower than bucketizer method, only for benchmarking """ def label_ports(rang): """ labels trips with starting and ending port names automatically reads datafram...
null
tools/label_pandas.py
label_pandas.py
py
2,467
python
en
code
null
code-starcoder2
66
[ { "api_name": "yaml.load", "line_number": 19, "usage_type": "call" }, { "api_name": "psycopg2.connect", "line_number": 20, "usage_type": "call" } ]
253080116
""" This file demonstrates writing tests using the unittest module. These will pass when you run "manage.py test". Replace this with more appropriate tests for your application. """ from django.test import TestCase from mock import patch from .models import * from .views import * import hashlib MSG_TYPES_STANDARD =...
null
irc/tests.py
tests.py
py
14,750
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.test.TestCase", "line_number": 26, "usage_type": "name" }, { "api_name": "mock.patch", "line_number": 61, "usage_type": "call" }, { "api_name": "hashlib.sha224", "line_number": 61, "usage_type": "call" }, { "api_name": "mock.patch", "line...
135879318
# Unit: SIT384 - Cyber Security Analytics # Task: Pass Task 7.1p # Author: Justin Bland # Date: 04/05/2020 # Imports Required import numpy as np import matplotlib.pyplot as plt from sklearn.datasets import make_blobs from sklearn.cluster import KMeans from scipy.cluster.hierarchy import ...
null
SIT384 - Data Analytics for Cyber Security/Task7-1P/7-1p.py
7-1p.py
py
2,462
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.random.seed", "line_number": 16, "usage_type": "call" }, { "api_name": "numpy.random", "line_number": 16, "usage_type": "attribute" }, { "api_name": "sklearn.datasets.make_blobs", "line_number": 21, "usage_type": "call" }, { "api_name": "sklea...
342851901
#!/usr/bin/env python # coding: utf-8 # # Aligning Data to Darwin Core # ## Creating event core with an occurrence and extended measurement or fact extension using Python # # *Caution:* This notebook was created for the [IOOS DMAC Code Sprint](https://www.glos.us/code-sprint/) Biological Data Session. # The data in ...
null
_build/jupyter_execute/content/Code Gallery/data_management_notebooks/2020-12-08-DataToDwC.py
2020-12-08-DataToDwC.py
py
14,140
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_csv", "line_number": 33, "usage_type": "call" }, { "api_name": "uuid.uuid4", "line_number": 58, "usage_type": "call" }, { "api_name": "pandas.to_datetime", "line_number": 95, "usage_type": "call" }, { "api_name": "numpy.where", "line...
562558818
import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim from torchvision import datasets, transforms batch_size = 200 learning_rate = 0.01 epochs = 10 # 训练数据 train_db = datasets.MNIST('../data', train=True, download=True, transform=transforms.Compose([ ...
null
pytorch/long/lesson32-Train-Val-Test-交叉验证/main.py
main.py
py
3,649
python
en
code
null
code-starcoder2
66
[ { "api_name": "torchvision.datasets.MNIST", "line_number": 12, "usage_type": "call" }, { "api_name": "torchvision.datasets", "line_number": 12, "usage_type": "name" }, { "api_name": "torchvision.transforms.Compose", "line_number": 13, "usage_type": "call" }, { "ap...
576593843
from django.urls import path from . import views urlpatterns = [ path("", views.index, name="index"), path("wiki/<str:title>", views.render_entry, name="entry"), path("search", views.search, name="search"), path("create_page", views.create_page, name="create_page"), path("edit_page", views.edit_p...
null
Web 50 Wiki/encyclopedia/urls.py
urls.py
py
400
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.urls.path", "line_number": 7, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 8, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 9, "usage_type": "call" }, { "api_name": "django.urls.path", ...
407507560
# -------------------------------------------------------- # # PYTHON PROGRAM DEFINITION # # The knowledge a computer has of Python can be specified in 3 levels: # (1) Prelude knowledge --> The computer has it by default. # (2) Borrowed knowledge --> The computer gets this knowledge from 3rd party libraries defined by ...
null
Big_Data/L15-25_Spark_Environment/Workspace/2_Spark_SQL/1_Creation_Operations/p04_DataFrame_to_RDD.py
p04_DataFrame_to_RDD.py
py
5,675
python
en
code
null
code-starcoder2
66
[ { "api_name": "pyspark.sql.types.StructType", "line_number": 27, "usage_type": "call" }, { "api_name": "pyspark.sql", "line_number": 27, "usage_type": "attribute" }, { "api_name": "pyspark.sql.types.StructField", "line_number": 27, "usage_type": "call" }, { "api_n...
639781051
""" Project Euler Problem 32 We shall say that an n-digit number is pandigital if it makes use of all the digits 1 to n exactly once; for example, the 5-digit number, 15234, is 1 through 5 pandigital. The product 7254 is unusual, as the identity, 39 × 186 = 7254, containing multiplicand, multiplier, and product is ...
null
Python Scripts/32.py
32.py
py
4,578
python
en
code
null
code-starcoder2
66
[ { "api_name": "re.match", "line_number": 57, "usage_type": "call" }, { "api_name": "itertools.permutations", "line_number": 106, "usage_type": "call" }, { "api_name": "itertools.permutations", "line_number": 113, "usage_type": "call" }, { "api_name": "timer.timer"...
522185796
# Copyright 2022 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writ...
null
batch/list/list_tasks.py
list_tasks.py
py
1,455
python
en
code
null
code-starcoder2
66
[ { "api_name": "google.cloud.batch_v1.BatchServiceClient", "line_number": 38, "usage_type": "call" }, { "api_name": "google.cloud.batch_v1", "line_number": 38, "usage_type": "name" }, { "api_name": "collections.abc.Iterable", "line_number": 25, "usage_type": "name" }, ...
353684998
import os import cv2 import numpy as np import tensorflow as tf from utils import label_map_util from tracker import * NUMBER_OF_LEFT_MOTORS = 0 NUMBER_OF_LEFT_CARS = 0 NUMBER_OF_LEFT_BUSES = 0 NUMBER_OF_RIGHT_MOTORS = 0 NUMBER_OF_RIGHT_CARS = 0 NUMBER_OF_RIGHT_BUSES = 0 LIST_COUNTED = [] NUM_CLASSES = 3 labels_path ...
null
main.py
main.py
py
6,767
python
en
code
null
code-starcoder2
66
[ { "api_name": "utils.label_map_util.load_labelmap", "line_number": 21, "usage_type": "call" }, { "api_name": "utils.label_map_util", "line_number": 21, "usage_type": "name" }, { "api_name": "utils.label_map_util.convert_label_map_to_categories", "line_number": 22, "usage_...
646801435
# coding=utf-8 import re import codecs from config import PROJECT_ROOT import os def flat_line(line): return re.sub('(\r\n|\n)', '', line).encode('UTF-8') def rubbish_extract(): path = os.path.join(PROJECT_ROOT, 'data') OUTFN = codecs.open(path + '/proj_content_bad_kw_sum.txt', 'w', 'utf-8') fn = c...
null
util/str_util.py
str_util.py
py
6,248
python
en
code
null
code-starcoder2
66
[ { "api_name": "re.sub", "line_number": 10, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 14, "usage_type": "call" }, { "api_name": "config.PROJECT_ROOT", "line_number": 14, "usage_type": "argument" }, { "api_name": "os.path", "line_numbe...
563935807
""" control.py The Grid Control System Hooks together the hardware interface, pattern modules, people tracking, and an HTTP API for remote control. """ import sys import time try: from queue import Empty except ImportError: from Queue import Empty import signal import logging from multiprocessing import Mana...
null
control/thegrid/control.py
control.py
py
5,529
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.basicConfig", "line_number": 20, "usage_type": "call" }, { "api_name": "logging.INFO", "line_number": 21, "usage_type": "attribute" }, { "api_name": "logging.getLogger", "line_number": 31, "usage_type": "call" }, { "api_name": "multiprocessi...
453474629
from django.shortcuts import render from django.shortcuts import HttpResponse from Models import models import json '''创建工单''' def edit(request): if request.method == 'GET': return render(request,'WorkOrder/edit.html') else: action = request.POST.get('action') user_id = request.session.get("Login_UserId") if...
null
WorkOrder/views.py
views.py
py
10,591
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.shortcuts.render", "line_number": 9, "usage_type": "call" }, { "api_name": "Models.models.Base.objects.values", "line_number": 14, "usage_type": "call" }, { "api_name": "Models.models.Base", "line_number": 14, "usage_type": "attribute" }, { "...
584888847
import os import json import zipfile import re import glob from elifetools import parseJATS as parser import provider.s3lib as s3lib from provider.article_structure import ArticleInfo from provider.storage_provider import storage_context from provider import article_processing from provider.ftp import FTP from activity...
null
activity/activity_PMCDeposit.py
activity_PMCDeposit.py
py
11,523
python
en
code
null
code-starcoder2
66
[ { "api_name": "activity.objects.Activity", "line_number": 15, "usage_type": "name" }, { "api_name": "os.sep", "line_number": 32, "usage_type": "attribute" }, { "api_name": "os.sep", "line_number": 33, "usage_type": "attribute" }, { "api_name": "os.sep", "line_...
25911614
import cv2 as cv import numpy as np import matplotlib.pyplot as plt PATH = 'D:\Projects\Oh\data\images\marker\\' OUT_DIR = 'D:\Projects\Oh\data\images\marker\\result\\' file_name = f'{PATH}IMG_5891-753374.jpg' filter_area = True area_min = 50; area_max = 1000 filter_circularity = True circularity_min = 0.5; circulari...
null
detection/marker_detection.py
marker_detection.py
py
2,650
python
en
code
null
code-starcoder2
66
[ { "api_name": "cv2.imread", "line_number": 19, "usage_type": "call" }, { "api_name": "cv2.cvtColor", "line_number": 20, "usage_type": "call" }, { "api_name": "cv2.COLOR_BGR2GRAY", "line_number": 20, "usage_type": "attribute" }, { "api_name": "cv2.medianBlur", ...
159056724
import argparse import h5py import numpy as np import time from LinearHM import LinearHM from inference_strategies import * from sklearn.metrics import r2_score start_time = time.time() ################################ # PARSE COMMAND LINE ARGUMENTS # ################################ parser = argparse.ArgumentPars...
null
experiments/inference_script.py
inference_script.py
py
5,506
python
en
code
null
code-starcoder2
66
[ { "api_name": "time.time", "line_number": 10, "usage_type": "call" }, { "api_name": "argparse.ArgumentParser", "line_number": 16, "usage_type": "call" }, { "api_name": "LinearHM.LinearHM", "line_number": 63, "usage_type": "call" }, { "api_name": "LinearHM.LinearHM...
81050456
import json import os import networkx as nx import numpy as np import scipy.sparse as sp import torch def encode_onehot(labels): classes = set(labels) classes_dict = {c: np.identity(len(classes))[i, :] for i, c in enumerate(classes)} labels_onehot = np.array(list(map(classes_dict.get,...
null
pygcn/utils.py
utils.py
py
5,749
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.identity", "line_number": 12, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 14, "usage_type": "call" }, { "api_name": "numpy.int32", "line_number": 15, "usage_type": "attribute" }, { "api_name": "numpy.genfromtxt", "l...
525438828
# -*- coding: utf-8 -*- import io, sys sys.stdout = io.TextIOWrapper(sys.stdout.buffer, encoding='utf-8') if __name__ == '__main__': col1 =[] col2 =[] result = '' with open('col1.txt', mode='r', encoding='utf-8') as f: col1.extend(f.readlines()) with open('col2.txt', mode='r', encoding='utf...
null
main4.py
main4.py
py
547
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.stdout", "line_number": 3, "usage_type": "attribute" }, { "api_name": "io.TextIOWrapper", "line_number": 3, "usage_type": "call" } ]
232124313
# coding: utf-8 import time import random import sys from matplotlib import pyplot as plt import logging FORMAT = "%(asctime)-15s - %(message)s" logging.basicConfig(format=FORMAT,filename='tp.log',level=logging.DEBUG) def log(val): logging.debug(val) dump(val) def performance(vector, algoritmo): inicio =...
null
helpers.py
helpers.py
py
3,317
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.basicConfig", "line_number": 9, "usage_type": "call" }, { "api_name": "logging.DEBUG", "line_number": 9, "usage_type": "attribute" }, { "api_name": "logging.debug", "line_number": 12, "usage_type": "call" }, { "api_name": "time.time", "l...
314550945
MAX_XGB_ROUNDS = 2175 OPTIMIZE_XGB_ROUNDS = True XGB_LEARNING_RATE = 0.03 XGB_EARLY_STOPPING_ROUNDS = 100 import numpy as np import pandas as pd from xgboost import XGBClassifier from sklearn.model_selection import train_test_split from sklearn.model_selection import KFold from sklearn.preprocessing import LabelEncod...
null
statoil/code/get_best_the1ow_xgb.py
get_best_the1ow_xgb.py
py
8,204
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.read_json", "line_number": 41, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 45, "usage_type": "call" }, { "api_name": "numpy.float32", "line_number": 45, "usage_type": "attribute" }, { "api_name": "numpy.array", "li...
773448
# Homepage and license: https://github.com/gima/znc_msg2unix # ZNC module that writes incoming messages on #channels to UNIX domain socket as JSON. import os import stat import sys import znc import json import socket from datetime import datetime, timezone def write(bytes, path): with socket.socket(socket.AF_UNIX,...
null
msg2unix.py
msg2unix.py
py
2,010
python
en
code
null
code-starcoder2
66
[ { "api_name": "socket.socket", "line_number": 13, "usage_type": "call" }, { "api_name": "socket.AF_UNIX", "line_number": 13, "usage_type": "attribute" }, { "api_name": "socket.SOCK_STREAM", "line_number": 13, "usage_type": "attribute" }, { "api_name": "znc.Module"...
489643487
# np.median # sys.getsizeof(data), time.perf_counter() import numpy as np from astropy.io import fits import time,sys def median_fits(files): start = time.perf_counter() list=[] for i in range(len(files)): list.append(fits.open(files[i])[0].data) data=np.stack(list) median=np.median(data,axis=0) seconds...
null
DDA/W1/Median_cost.py
Median_cost.py
py
894
python
en
code
null
code-starcoder2
66
[ { "api_name": "time.perf_counter", "line_number": 7, "usage_type": "call" }, { "api_name": "astropy.io.fits.open", "line_number": 10, "usage_type": "call" }, { "api_name": "astropy.io.fits", "line_number": 10, "usage_type": "name" }, { "api_name": "numpy.stack", ...
639532633
#!/usr/bin/python3 import os import time from state import SharedState from testutil import yellowprint, add_to_faillist, add_to_savefile, redprint from util import IDError import urlutil import config import requests import json from pyquery import PyQuery as pq # used as the data folder name task_name = "PlayDownl...
null
task_download_googleplay_userreview.py
task_download_googleplay_userreview.py
py
4,733
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.path.join", "line_number": 18, "usage_type": "call" }, { "api_name": "os.path", "line_number": 18, "usage_type": "attribute" }, { "api_name": "config.here", "line_number": 18, "usage_type": "attribute" }, { "api_name": "os.path.join", "line_n...
199223283
import cv2 import numpy as np import tkinter from tkinter import * from tkinter import filedialog def select_image(): path = filedialog.askopenfilename() if len(path) > 0: img = cv2.imread(path) img = cv2.resize(img, None, fx=0.4, fy=0.4) height, width, channels = img.shape ...
null
Shreyanshi Singh/Image.py
Image.py
py
2,662
python
en
code
null
code-starcoder2
66
[ { "api_name": "tkinter.filedialog.askopenfilename", "line_number": 8, "usage_type": "call" }, { "api_name": "tkinter.filedialog", "line_number": 8, "usage_type": "name" }, { "api_name": "cv2.imread", "line_number": 10, "usage_type": "call" }, { "api_name": "cv2.re...
87063769
import datetime from dataLayer.database_connection import Base, engine, Session from dataLayer.entities.neural_network import NeuralNetwork class NeuralNetworkRepository(): def get_all_not_completed(self): Base.metadata.create_all(engine) session = Session() requests = session.query(Neur...
null
FaceRecognition/dataLayer/repositories/neural_network_repository.py
neural_network_repository.py
py
1,493
python
en
code
null
code-starcoder2
66
[ { "api_name": "dataLayer.database_connection.Base.metadata.create_all", "line_number": 10, "usage_type": "call" }, { "api_name": "dataLayer.database_connection.engine", "line_number": 10, "usage_type": "argument" }, { "api_name": "dataLayer.database_connection.Base.metadata", ...
568693244
import gym from gym import spaces import numpy as np from os import path import math class FenceEscapeEnv(gym.Env): metadata = { 'render.modes' : ['human', 'rgb_array'], 'video.frames_per_second' : 30 } def __init__(self): self.dt = 0.01 self.action_space = spaces.Box(-1, ...
null
gym/envs/classic_control/fence_escape.py
fence_escape.py
py
2,204
python
en
code
null
code-starcoder2
66
[ { "api_name": "gym.Env", "line_number": 7, "usage_type": "attribute" }, { "api_name": "gym.spaces.Box", "line_number": 16, "usage_type": "call" }, { "api_name": "gym.spaces", "line_number": 16, "usage_type": "name" }, { "api_name": "gym.spaces.Box", "line_numb...
587899793
# give a graph graph from __future__ import print_function import sys import cplex from cplex.exceptions import CplexError import networkx # max weight stable set # return a list of stable set of nodes with maximum weight def weighted_stable_set(graph): # LP Model: ## nodes graph_obj=[] graph_ub=[] ...
null
cplex_stableset/stablesetmip.py
stablesetmip.py
py
2,770
python
en
code
null
code-starcoder2
66
[ { "api_name": "cplex.Cplex", "line_number": 42, "usage_type": "call" }, { "api_name": "cplex.exceptions.CplexError", "line_number": 53, "usage_type": "name" } ]
181533248
#! /usr/bin/env python # -*- coding: utf-8 -*- import importlib import datetime import operator import os import re try: import simplejson as json except ImportError: import json import sys import xbmc import xbmcaddon import xbmcgui from utils import kodiRPC from utils import log from utils import stringtofi...
null
default.py
default.py
py
15,513
python
en
code
null
code-starcoder2
66
[ { "api_name": "xbmcaddon.Addon", "line_number": 26, "usage_type": "call" }, { "api_name": "xbmc.translatePath", "line_number": 28, "usage_type": "call" }, { "api_name": "xbmc.translatePath", "line_number": 29, "usage_type": "call" }, { "api_name": "xbmc.translateP...
124496588
# -*- coding: utf-8 -* import sys import signal # signal 安全退出 from modules.BoardList import main as ModBoardList # Modules Board List from modules.BoardSearch import main as ModBoardSearch # Modules Board Search from modules.dcl import main as DCL # Modules RUN DCL ! from sty import fg, bg, ef, rs,Style, RgbFg # Font c...
null
main.py
main.py
py
1,862
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.argv", "line_number": 19, "usage_type": "attribute" }, { "api_name": "sys.exit", "line_number": 25, "usage_type": "call" }, { "api_name": "signal.signal", "line_number": 26, "usage_type": "call" }, { "api_name": "signal.SIGINT", "line_number...
102778707
# Copyright 2018 Deep Learning Service of Huawei Cloud. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required...
null
src/main/python/manifest.py
manifest.py
py
8,305
python
en
code
null
code-starcoder2
66
[ { "api_name": "field_name.single_lable", "line_number": 33, "usage_type": "attribute" }, { "api_name": "field_name.multi_lable", "line_number": 41, "usage_type": "attribute" }, { "api_name": "field_name.image_classification", "line_number": 46, "usage_type": "attribute" ...
99070519
import pandas as pd import matplotlib.pyplot as plt import seaborn as sns def create_trend_bar_age(ty_2016, ty_2017, export_figure=False): c_1620=pd.concat((ty_2016, ty_2017), axis=0, ignore_index=True) index_labels = {0: 'total youth', 1: 'opportunity youth', 2: 'work...
null
src/visualizations/graphs.py
graphs.py
py
3,962
python
en
code
null
code-starcoder2
66
[ { "api_name": "pandas.concat", "line_number": 7, "usage_type": "call" }, { "api_name": "seaborn.set", "line_number": 28, "usage_type": "call" }, { "api_name": "seaborn.catplot", "line_number": 29, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.savefig", ...
641148402
from datetime import datetime, timedelta import pytz TZ_IRKUTSK = pytz.timezone('Asia/Irkutsk') def find_week(): now = datetime.now(TZ_IRKUTSK) sep = datetime(now.year if now.month >= 9 else now.year - 1, 9, 1, tzinfo=TZ_IRKUTSK) d1 = sep - timedelta(days=sep.weekday()) d2 = now - timedelta(days=no...
null
tg_bot/functions/find_week.py
find_week.py
py
411
python
en
code
null
code-starcoder2
66
[ { "api_name": "pytz.timezone", "line_number": 4, "usage_type": "call" }, { "api_name": "datetime.datetime.now", "line_number": 8, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 8, "usage_type": "name" }, { "api_name": "datetime.datetime"...
7610803
#!/usr/bin/python import urllib2 import csv from datetime import datetime from bs4 import BeautifulSoup XML_URL = 'http://www.capitalbikeshare.com/data/stations/bikeStations.xml' def parse_and_save(xml, csv_writer): now = datetime.now() data_soup = BeautifulSoup(xml, 'xml') for station in data_soup.findA...
null
Databases/DataCollection/cron_job.py
cron_job.py
py
785
python
en
code
null
code-starcoder2
66
[ { "api_name": "datetime.datetime.now", "line_number": 10, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 10, "usage_type": "name" }, { "api_name": "bs4.BeautifulSoup", "line_number": 11, "usage_type": "call" }, { "api_name": "urllib2.url...
22117472
""" a) Loads Image b) Detect Keypoints & Descriptor c) Matches """ import cv2 cv2.ocl.setUseOpenCL(False) import numpy as np import time from pathlib import Path # # Load Images rootPath = str(Path('../../').resolve()) im1 = cv2.imread(rootPath + '/images/5b0ea48b621ceba8a4c9f9b6_before.jpeg') im2 = cv2...
null
test_script.py
test_script.py
py
2,041
python
en
code
null
code-starcoder2
66
[ { "api_name": "cv2.ocl.setUseOpenCL", "line_number": 8, "usage_type": "call" }, { "api_name": "cv2.ocl", "line_number": 8, "usage_type": "attribute" }, { "api_name": "pathlib.Path", "line_number": 16, "usage_type": "call" }, { "api_name": "cv2.imread", "line_n...
575760669
import numpy as np import cv2 import math def cropImage(base,filename,filetype): openfile=base+"/"+filename+"."+filetype # Load an color image in grayscale og_image = cv2.imread(openfile,0) #cv2.imshow('Original sudoku',og_image) #cv2.waitKey(0) #cv2.destroyAllWindows() blank_image = np...
null
sudoku/solver_logic/crop_sudoku.py
crop_sudoku.py
py
10,618
python
en
code
null
code-starcoder2
66
[ { "api_name": "cv2.imread", "line_number": 9, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_number": 14, "usage_type": "call" }, { "api_name": "numpy.uint8", "line_number": 14, "usage_type": "attribute" }, { "api_name": "cv2.GaussianBlur", "line_n...
604176886
from django import forms from .models import Post from .widgets import TuiEditorWidget,CounterTextInput class PostForm(forms.ModelForm): class Meta: model = Post fields = ['title', 'text', 'photo', 'tags'] widgets = { 'title': CounterTextInput, 'text' : TuiEditorWidg...
null
blog/forms.py
forms.py
py
333
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.Post", "line_number": 7, "usage_type": "name" }, { "api_name": "widgets.CounterText...
439701694
# vim: sw=4:ts=4:et:cc=120 import os, os.path import datetime import threading import saq from saq.collectors.hunter import HunterCollector, HuntManager, Hunt, open_hunt_db from saq.collectors.test import CollectorBaseTestCase from saq.constants import * from saq.service import * from saq.test import * from saq.util ...
null
lib/saq/collectors/test_hunter.py
test_hunter.py
py
6,947
python
en
code
null
code-starcoder2
66
[ { "api_name": "saq.collectors.hunter.Hunt", "line_number": 15, "usage_type": "name" }, { "api_name": "saq.collectors.hunter.HunterCollector", "line_number": 28, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 33, "usage_type": "call" }, { "api...
142611852
import sys sys.path.append('/home/grad3/hongyi/rfcn_occ_tf/ivc_rfcn_occ') from nets import net_factory from train import train from gibson import gibson_preprocess import time import os import argparse parser = argparse.ArgumentParser(description='Training args') parser.add_argument('--resume', type=int, help='resum...
null
gibson/gibson_train.py
gibson_train.py
py
2,560
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": "argparse.ArgumentParser", "line_number": 12, "usage_type": "call" }, { "api_name": "os.environ", ...
572264040
# -*- coding: utf-8 -*- # 当前 webapp 的应用骨架 import logging; logging.basicConfig(level=logging.INFO) from asyncio import get_event_loop from aiohttp import web async def index(request): return web.Response(body=b'<h1>welcome WebApp !</h1>', content_type='text/html') async def init(loop): app = web.Application(l...
null
www/app.py
app.py
py
715
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.basicConfig", "line_number": 4, "usage_type": "call" }, { "api_name": "logging.INFO", "line_number": 4, "usage_type": "attribute" }, { "api_name": "aiohttp.web.Response", "line_number": 12, "usage_type": "call" }, { "api_name": "aiohttp.web"...
36649388
""" Input pipeline for Emotion Classifier. Load precomputed embeddings and labels for training, development and testing sets. Then, build dataset API and provide dataset initialization for different modes. """ import tensorflow as tf import numpy as np import sys sys.path.extend(['..']) from utils.utils import get_...
null
data_generators/generator_emotion_classifier.py
generator_emotion_classifier.py
py
5,524
python
en
code
null
code-starcoder2
66
[ { "api_name": "sys.path.extend", "line_number": 13, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 13, "usage_type": "attribute" }, { "api_name": "numpy.load", "line_number": 24, "usage_type": "call" }, { "api_name": "numpy.load", "line_numbe...
458690470
import pytest from tests.helpers.kubernetes.utils import run_k8s_monitors_test from tests.helpers.util import get_monitor_dims_from_selfdescribe, get_monitor_metrics_from_selfdescribe pytestmark = [pytest.mark.collectd, pytest.mark.docker, pytest.mark.monitor_without_endpoints] @pytest.mark.kubernetes def test_dock...
null
tests/monitors/docker/docker_test.py
docker_test.py
py
831
python
en
code
null
code-starcoder2
66
[ { "api_name": "pytest.mark", "line_number": 6, "usage_type": "attribute" }, { "api_name": "tests.helpers.kubernetes.utils.run_k8s_monitors_test", "line_number": 12, "usage_type": "call" }, { "api_name": "tests.helpers.util.get_monitor_metrics_from_selfdescribe", "line_number"...
91450825
# coding:utf-8 import numpy as np #from homework import conf_hw import conf_hw from sklearn.decomposition import PCA import time def loess(test_point, x_mat, y_mat): m, n = x_mat.shape weight_mat = np.mat(np.eye(m)) # tri-cube weight function dists = [] for i in range(m): diff_mat = test_p...
null
homework/loess.py
loess.py
py
2,469
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.mat", "line_number": 11, "usage_type": "call" }, { "api_name": "numpy.eye", "line_number": 11, "usage_type": "call" }, { "api_name": "numpy.linalg.pinv", "line_number": 23, "usage_type": "call" }, { "api_name": "numpy.linalg", "line_number...
493970145
# -*- coding: utf-8 -*- import os import random import string import sphinx from sphinx.errors import SphinxError from docutils import nodes from docutils.parsers.rst import directives from pkg_resources import parse_version from sphinx.roles import XRefRole from sphinxcontrib.needs.directives.need import Need, NeedD...
null
sphinxcontrib/needs/needs.py
needs.py
py
15,708
python
en
code
null
code-starcoder2
66
[ { "api_name": "sphinx.__version__", "line_number": 32, "usage_type": "attribute" }, { "api_name": "pkg_resources.parse_version", "line_number": 33, "usage_type": "call" }, { "api_name": "logging.basicConfig", "line_number": 38, "usage_type": "call" }, { "api_name"...
22895540
from pyquery import PyQuery # useful for scraping the HTML dom. import json import re itemDB = json.load( open('items.json') ) #print(items) def loopList(L, mobLevel, mobId, mobName): drops = [] totalEarn = 0 rateTotal=0 for item in L: if False: print(' ') for field,val in item.items(): ...
null
trawl/parseData.py
parseData.py
py
10,247
python
en
code
null
code-starcoder2
66
[ { "api_name": "json.load", "line_number": 6, "usage_type": "call" }, { "api_name": "json.loads", "line_number": 106, "usage_type": "call" }, { "api_name": "pyquery.PyQuery", "line_number": 123, "usage_type": "call" }, { "api_name": "re.sub", "line_number": 218...
13022530
import pytest from fastapi import status from app.core.config import API_V1_STR @pytest.mark.parametrize( "api_method_name, api_function_name", [ ("mx_records", "get_mx_response"), ("a_records", "get_a_response"), ("aaaa_records", "get_aaaa_response"), ], ) def test_get_records_wi...
null
app/api/api_v1/endpoints/test_dns_researcher.py
test_dns_researcher.py
py
1,049
python
en
code
null
code-starcoder2
66
[ { "api_name": "app.core.config.API_V1_STR", "line_number": 23, "usage_type": "name" }, { "api_name": "fastapi.status.HTTP_200_OK", "line_number": 25, "usage_type": "attribute" }, { "api_name": "fastapi.status", "line_number": 25, "usage_type": "name" }, { "api_nam...
33333966
import math import collections GoalPosition = collections.namedtuple('PositionsTuple', ['goal_x', 'goal_y']) goal_positions_array = [ GoalPosition(3, 2), GoalPosition(0, 0), GoalPosition(1, 0), GoalPosition(2, 0), GoalPosition(3, 0), GoalPosition(0, 1), ...
null
Heuristics/Heuristics.py
Heuristics.py
py
986
python
en
code
null
code-starcoder2
66
[ { "api_name": "collections.namedtuple", "line_number": 4, "usage_type": "call" }, { "api_name": "math.floor", "line_number": 27, "usage_type": "call" }, { "api_name": "math.sqrt", "line_number": 28, "usage_type": "call" } ]
458420405
import multiprocessing import time import threading def run(name): print('hello world! %s'%name) t= threading.Thread(target=thread_run,) t.start() def thread_runinside(name): print('你好! %s'%name) def thread_run(): for i in range( 2 ): t = threading.Thread( target=thread_runinside, arg...
null
Week10/多进程.py
多进程.py
py
560
python
en
code
null
code-starcoder2
66
[ { "api_name": "threading.Thread", "line_number": 9, "usage_type": "call" }, { "api_name": "threading.Thread", "line_number": 19, "usage_type": "call" }, { "api_name": "threading.get_ident", "line_number": 22, "usage_type": "call" }, { "api_name": "multiprocessing....
415968300
from django.conf.urls import patterns, url from hangers import views urlpatterns = patterns('', # /hangers/ url(r'^$', views.index, name='index'), url(r'^systems/(?P<system_id>\d+)/$', views.system, name='system'), url(r'^addsystem/$', views.add_system, name='add_system'), # add a new system url(r'^deletesystem/(...
null
evelogistics/hangers/urls.py
urls.py
py
1,340
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.conf.urls.patterns", "line_number": 4, "usage_type": "call" }, { "api_name": "django.conf.urls.url", "line_number": 6, "usage_type": "call" }, { "api_name": "hangers.views.index", "line_number": 6, "usage_type": "attribute" }, { "api_name": "...
320227378
import csv import logging from django.core.management.base import BaseCommand from django.db import transaction from ...models import Question QUESTION = 'question' ANSWER = 'answer' DISTRACTOR = 'distractors' logger = logging.getLogger(__name__) class Command(BaseCommand): help = 'Parse and load data into d...
null
assessments/management/commands/parse_data.py
parse_data.py
py
2,571
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 14, "usage_type": "call" }, { "api_name": "django.core.management.base.BaseCommand", "line_number": 17, "usage_type": "name" }, { "api_name": "csv.DictReader", "line_number": 42, "usage_type": "call" }, { "api_name...
97404044
"""Translate phabricator macro names into unfurl-able URLs Wants these environment variables: PHAB_HOST -- the hostname where your phabricator lives PHAB_API_TOKEN -- a valid api token for some phabricator bot account PHAB_FILE_HOST -- hostname for instance of https://github.com/emarschner/phabricator-file-proxy ...
null
limbo/plugins/phab_macros.py
phab_macros.py
py
3,043
python
en
code
null
code-starcoder2
66
[ { "api_name": "os.environ", "line_number": 14, "usage_type": "attribute" }, { "api_name": "os.environ", "line_number": 17, "usage_type": "attribute" }, { "api_name": "os.environ", "line_number": 18, "usage_type": "attribute" }, { "api_name": "phabricator.Phabricat...
218376119
from PIL import Image, ImageFilter try: original = Image.open("lelna.png") img_filtromedia = original.filter(ImageFilter.BLUR) original.show() img_filtromedia.show() img_filtromedia.save("lena_filromedia.png") except: print ("Não foi possível carregar a imagem selecionada.")
null
filtros/filtros_pillow/media.py
media.py
py
306
python
en
code
null
code-starcoder2
66
[ { "api_name": "PIL.Image.open", "line_number": 4, "usage_type": "call" }, { "api_name": "PIL.Image", "line_number": 4, "usage_type": "name" }, { "api_name": "PIL.ImageFilter.BLUR", "line_number": 6, "usage_type": "attribute" }, { "api_name": "PIL.ImageFilter", ...
571265745
"""Treadmill trace CLI.""" from __future__ import absolute_import import json import logging import socket import sys import urllib import websocket as ws_client import click from treadmill import cli from treadmill import context from treadmill import restclient from treadmill.apptrace import (events, printer) ...
null
lib/python/treadmill/cli/trace.py
trace.py
py
4,061
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 21, "usage_type": "call" }, { "api_name": "treadmill.context.GLOBAL.state_api", "line_number": 63, "usage_type": "call" }, { "api_name": "treadmill.context.GLOBAL", "line_number": 63, "usage_type": "attribute" }, { ...
437966806
"""Rate limiting primitives.""" import asyncio import fractions import functools import re from collections import deque from time import time from typing import Callable, Coroutine, Generator RATE_MASK = re.compile('([0-9]+)/([0-9]*)([A-Za-z]+)') TIME_QUANTITIES = ( # time quantities in the base unit ('s', 1), ...
null
aiothrottles/throttles.py
throttles.py
py
8,197
python
en
code
null
code-starcoder2
66
[ { "api_name": "re.compile", "line_number": 10, "usage_type": "call" }, { "api_name": "typing.Generator", "line_number": 60, "usage_type": "name" }, { "api_name": "typing.Coroutine", "line_number": 60, "usage_type": "name" }, { "api_name": "typing.Callable", "l...
108911978
#!/usr/bin/env python3 # -*- coding: utf-8 -*- # @Time : 2019/11/4 # @Anthor : phantomDai """ 传统的蜕变测试技术:随机选择测试用例随机选择蜕变关系 """ from myutl.Utl import Utl from measure.F_time import Ftime from measure.F2_time import F2time from measure.F_Measure import F from measure.F2_Measure import F2 from execute.utl.Utl import e...
null
AMT/experiment/scripts/grep_test_scripts-master/execute/AMT_MAPT_Plus_Random.py
AMT_MAPT_Plus_Random.py
py
17,141
python
en
code
null
code-starcoder2
66
[ { "api_name": "myutl.Utl.Utl", "line_number": 30, "usage_type": "call" }, { "api_name": "execute.utl.Utl.execute_utl", "line_number": 31, "usage_type": "call" }, { "api_name": "partition.allocation_testcases_4_partitions.get_partition_map", "line_number": 40, "usage_type"...
140698049
# Definition for a binary tree node. # class TreeNode: # def __init__(self, x): # self.val = x # self.left = None # self.right = None from statistics import mean class Solution: def averageOfLevels(self, root): """ :type root: TreeNode :rtype: List[float] ...
null
637/solution.py
solution.py
py
507
python
en
code
null
code-starcoder2
66
[ { "api_name": "statistics.mean", "line_number": 17, "usage_type": "call" } ]
582840698
from django.conf.urls import url from graph import views as graph_views urlpatterns = [ url(r'^$', graph_views.IndexView.as_view()), url(r'^privacy/$', graph_views.PrivacyView.as_view(), name="privacy"), url(r'^facebook/posts/$', graph_views.PostListView.as_view(), name="facebook_posts"), url(r'^faceb...
null
graph/urls.py
urls.py
py
1,063
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.conf.urls.url", "line_number": 6, "usage_type": "call" }, { "api_name": "graph.views.IndexView.as_view", "line_number": 6, "usage_type": "call" }, { "api_name": "graph.views.IndexView", "line_number": 6, "usage_type": "attribute" }, { "api_na...
607601533
import numpy as np from numpy.random import choice import torch from torch import nn as nn from rlkit.policies.base import ExplorationPolicy, Policy from rlkit.torch.distributions import ReparamTanhMultivariateNormal from rlkit.torch.distributions import ReparamMultivariateNormalDiag from rlkit.torch.networks import ...
null
rlkit/torch/adapt_bc/policies.py
policies.py
py
5,751
python
en
code
null
code-starcoder2
66
[ { "api_name": "rlkit.policies.base.Policy", "line_number": 19, "usage_type": "name" }, { "api_name": "rlkit.torch.networks.Mlp", "line_number": 44, "usage_type": "name" }, { "api_name": "rlkit.policies.base.ExplorationPolicy", "line_number": 44, "usage_type": "name" }, ...
32012810
#-------------------------------------------------------- # Tip #-------------------------------------------------------- #Road coordinate : any point which is just on a road. #Vehicle coordinate : Vehicle Back axle #Calibration coordinate : Vehicle Front axle #----------------------------------------------------...
null
Python/PerspectiveProjection/FreshmenHomeworks/shin.py
shin.py
py
9,457
python
en
code
null
code-starcoder2
66
[ { "api_name": "lxml.etree.parse", "line_number": 93, "usage_type": "call" }, { "api_name": "lxml.etree", "line_number": 93, "usage_type": "name" }, { "api_name": "math.radians", "line_number": 100, "usage_type": "call" }, { "api_name": "math.cos", "line_number...
223723477
# -*- coding: utf-8 -*- from web import RequestHandler, set_path from tornado import gen import datetime from translation import _T import redisutils TEXT_FMT_NO_USERS = _T("{message}") TEXT_FMT = _T("{message} Chúc mừng {users}") USERS_FMT = _T("<font color='#FFFF00'>{username}</font> thắng <...
null
app/gameserver/messagehandler.py
messagehandler.py
py
5,084
python
en
code
null
code-starcoder2
66
[ { "api_name": "translation._T", "line_number": 9, "usage_type": "call" }, { "api_name": "translation._T", "line_number": 10, "usage_type": "call" }, { "api_name": "translation._T", "line_number": 11, "usage_type": "call" }, { "api_name": "web.RequestHandler", ...
646830238
""" This module is used to run experiments for reproduction of the results in the dissertation. """ from collections import defaultdict from functools import partial import intent.commands.enrich from intent.commands.extraction import extract_from_xigt from intent.commands.filter import filter_corpus from intent.comma...
null
intent/reproduction.py
reproduction.py
py
19,664
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.addLevelName", "line_number": 22, "usage_type": "call" }, { "api_name": "logging.basicConfig", "line_number": 23, "usage_type": "call" }, { "api_name": "logging.getLogger", "line_number": 24, "usage_type": "call" }, { "api_name": "intent.int...
316806470
#PROMYS Q2 A/B import matplotlib.pyplot as graph sequence = input("Iterate Sequence X or Y? ") #Iterating Sequence x (2A) def iterX(): while True: StartingConds = input("Give Xn and Xn-1, real positive numbers, separated by a comma. ") userRange = int(input("Give the number of iterations to iterate the ...
null
PROMYS2.py
PROMYS2.py
py
2,724
python
en
code
null
code-starcoder2
66
[ { "api_name": "matplotlib.pyplot.figure", "line_number": 92, "usage_type": "call" }, { "api_name": "matplotlib.pyplot", "line_number": 92, "usage_type": "name" }, { "api_name": "matplotlib.pyplot.plot", "line_number": 93, "usage_type": "call" }, { "api_name": "mat...
212641947
import redis import numpy as np import pdb import json import os import sys import operator import logging from datetime import datetime import pickle from scipy.spatial import distance from sklearn.metrics.pairwise import euclidean_distances from scipy.stats import entropy from sklearn.preprocessing import normaliz...
null
src/16sigir-neuir/olderwork/simwordnormalize.py
simwordnormalize.py
py
2,614
python
en
code
null
code-starcoder2
66
[ { "api_name": "json.loaded", "line_number": 36, "usage_type": "call" }, { "api_name": "operator.itemgetter", "line_number": 45, "usage_type": "call" }, { "api_name": "json.dumps", "line_number": 48, "usage_type": "call" }, { "api_name": "logging.Formatter", "l...
504255867
import vk_api from vk_api import VkApi import random import requests from vk_api.upload import VkUpload from vk_api.utils import get_random_id from vk_api.longpoll import VkLongPoll, VkEventType from io import BytesIO from vk_api.keyboard import VkKeyboard, VkKeyboardColor def write_msg(user_id, message, random_id): ...
null
vk/app.py
app.py
py
3,884
python
en
code
null
code-starcoder2
66
[ { "api_name": "random.randint", "line_number": 16, "usage_type": "call" }, { "api_name": "vk_api.VkApi", "line_number": 23, "usage_type": "call" }, { "api_name": "vk_api.longpoll.VkLongPoll", "line_number": 26, "usage_type": "call" }, { "api_name": "requests.get",...
321311760
import numpy as np from matplotlib import pyplot as plt plt.rcParams['font.sans-serif']=['SimHei'] plt.rcParams['axes.unicode_minus'] = False X = np.linspace(1, 10,endpoint=True) Y1=1/X plt.plot(X, Y1) plt.xticks([]) # 去掉横坐标值 plt.yticks([]) # 去掉纵坐标值 plt.xlabel("人数",fontsize=15) plt.ylabel("效度",fontsize=15) plt.sho...
null
Yimiao.py
Yimiao.py
py
355
python
en
code
null
code-starcoder2
66
[ { "api_name": "matplotlib.pyplot.rcParams", "line_number": 4, "usage_type": "attribute" }, { "api_name": "matplotlib.pyplot", "line_number": 4, "usage_type": "name" }, { "api_name": "matplotlib.pyplot.rcParams", "line_number": 5, "usage_type": "attribute" }, { "ap...
457604731
# coding: utf-8 from django import template from django.conf import settings from django.core.paginator import Paginator, PageNotAnInteger, EmptyPage from codetrap.comments.forms import PostForm from codetrap.comments.models import Thread register = template.Library() @register.inclusion_tag('comments/paginate.html'...
null
codetrap/comments/templatetags/comments.py
comments.py
py
1,113
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.template.Library", "line_number": 9, "usage_type": "call" }, { "api_name": "django.template", "line_number": 9, "usage_type": "name" }, { "api_name": "django.conf.settings.COMMENTS_PAGINATION", "line_number": 12, "usage_type": "attribute" }, { ...
342544049
from pyspark.sql import SparkSession from pyspark.sql import Row from pyspark.sql.types import TimestampType from pyspark.sql.functions import window, unix_timestamp, col from pyspark.sql.functions import monotonically_increasing_id #Create a spark session spark = SparkSession.builder .master("local[4]") .appN...
null
Sessionize_code.py
Sessionize_code.py
py
5,265
python
en
code
null
code-starcoder2
66
[ { "api_name": "pyspark.sql.SparkSession.builder.master", "line_number": 8, "usage_type": "call" }, { "api_name": "pyspark.sql.SparkSession.builder", "line_number": 8, "usage_type": "attribute" }, { "api_name": "pyspark.sql.SparkSession", "line_number": 8, "usage_type": "n...
377157409
import logging from PIL import Image, ImageGrab import cv2 import numpy as np import matplotlib.pyplot as plt logger = logging.getLogger(__name__) class ImageTest(object): ''' classdocs ''' def __init__(self): ''' Constructor ''' pass def test(s...
null
aigame/utils/image.py
image.py
py
3,821
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 7, "usage_type": "call" }, { "api_name": "PIL.ImageGrab.grab", "line_number": 21, "usage_type": "call" }, { "api_name": "PIL.ImageGrab", "line_number": 21, "usage_type": "name" }, { "api_name": "cv2.imread", "l...
577870969
import datetime import calendar from twython import Twython import pandas as pd import json import credentials import sentimentModel import azureDBconnections def min(s,low): if (low < s): return low else: return s def refreshDB(i): CONSUMER_KEY= credentials.CONSUMER_KEY CON...
null
Twitter program/script.py
script.py
py
2,401
python
en
code
null
code-starcoder2
66
[ { "api_name": "credentials.CONSUMER_KEY", "line_number": 18, "usage_type": "attribute" }, { "api_name": "credentials.CONSUMER_SECRET", "line_number": 19, "usage_type": "attribute" }, { "api_name": "twython.Twython", "line_number": 20, "usage_type": "call" }, { "ap...
149685053
#!/usr/bin/env python from __future__ import print_function import time import io import logging import os import sys import gphoto2 as gp def main(): logging.basicConfig(format='%(levelname)s: %(name)s: %(message)s', level=logging.ERROR) gp.check_result(gp.use_python_logging()) camera = gp.check_result...
null
src/camera/camera-preview.py
camera-preview.py
py
2,178
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.basicConfig", "line_number": 14, "usage_type": "call" }, { "api_name": "logging.ERROR", "line_number": 14, "usage_type": "attribute" }, { "api_name": "gphoto2.check_result", "line_number": 15, "usage_type": "call" }, { "api_name": "gphoto2.u...
515720672
#!/usr/bin/env python # # __init__.py - fslpy tests # # Author: Paul McCarthy <pauldmccarthy@gmail.com> # """Unit tests for ``fslpy``. """ import os import sys import glob import shutil import tempfile import logging import con...
null
tests/__init__.py
__init__.py
py
8,012
python
en
code
null
code-starcoder2
66
[ { "api_name": "logging.getLogger", "line_number": 27, "usage_type": "call" }, { "api_name": "logging.WARNING", "line_number": 27, "usage_type": "attribute" }, { "api_name": "tempfile.mkdtemp", "line_number": 37, "usage_type": "call" }, { "api_name": "os.getcwd", ...
141348859
import numpy as np import matplotlib.pyplot as plt x = np.array([1, 3, 5, 7], dtype = float) y = np.array([-1, 4, -7, 9], dtype = float) g = lambda x: x**3 discrete_l1 = np.dot(g(x), g(x)) discrete_l2 = np.dot(y, g(x)) alpha = discrete_l2/discrete_l1 plt.scatter(x,y, marker='o', color='r') x_linspace = np.linspac...
null
interpolation/least_squares.py
least_squares.py
py
388
python
en
code
null
code-starcoder2
66
[ { "api_name": "numpy.array", "line_number": 4, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 5, "usage_type": "call" }, { "api_name": "numpy.dot", "line_number": 9, "usage_type": "call" }, { "api_name": "numpy.dot", "line_number": 10, ...
542710319
# -*- coding: cp1252 -*- # Import the package `numpy` under the abbreviated name `np`. # NumPy provides class `ndarray` http://docs.scipy.org/doc/numpy/reference/arrays.ndarray.html # which we use for vectors and matrices. import numpy as np # Import `linalg` from package `scipy`. # `linalg` provides optimized algori...
null
python/buendelblock_2.py
buendelblock_2.py
py
59,522
python
en
code
null
code-starcoder2
66
[ { "api_name": "oriental.adjust.log.setLogFileName", "line_number": 57, "usage_type": "call" }, { "api_name": "oriental.adjust.log", "line_number": 57, "usage_type": "attribute" }, { "api_name": "oriental.adjust", "line_number": 57, "usage_type": "name" }, { "api_n...
489507697
# !/usr/bin/python # encoding:utf-8 ''' 解析Vedio to image ''' import cv2 import uuid import os def parsingVedio(vedioPath, imgStorePath): cap = cv2.VideoCapture(vedioPath) print('vedio Open:', cap.isOpened()) frame_count = 1 wid = int(cap.get(3)) hei = int(cap.get(4)) framerate = int(cap.get(...
null
mobileNet/parsingVideo.py
parsingVideo.py
py
1,278
python
en
code
null
code-starcoder2
66
[ { "api_name": "cv2.VideoCapture", "line_number": 14, "usage_type": "call" }, { "api_name": "uuid.uuid4", "line_number": 23, "usage_type": "call" }, { "api_name": "cv2.imwrite", "line_number": 39, "usage_type": "call" }, { "api_name": "os.path.join", "line_numb...
165827686
# Create your views here. from django.template import Context, loader from django.http import HttpResponse from django.shortcuts import get_object_or_404 from shop.models import * def changeitemstock(request,itemID): #myItem = Item.objects.get(id=itemID) myItem = get_object_or_404(Item, id=itemID) myItem...
null
shopping-lists/shop/views/item.py
item.py
py
717
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.shortcuts.get_object_or_404", "line_number": 10, "usage_type": "call" }, { "api_name": "django.template.loader.get_template", "line_number": 19, "usage_type": "call" }, { "api_name": "django.template.loader", "line_number": 19, "usage_type": "name" ...
500276648
# Copyright 2018 The KaiJIN Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable ...
null
tw/transform/augmenter/colorspace.py
colorspace.py
py
3,600
python
en
code
null
code-starcoder2
66
[ { "api_name": "cv2.cvtColor", "line_number": 26, "usage_type": "call" }, { "api_name": "imgaug.augmenters.Augmenter", "line_number": 35, "usage_type": "attribute" }, { "api_name": "imgaug.augmenters", "line_number": 35, "usage_type": "name" }, { "api_name": "numpy...
407468631
import openpyxl from openpyxl import cell from openpyxl.styles import Alignment, PatternFill,Border , Side wb = openpyxl.Workbook() ws = wb.worksheets[0] style_set= {'mediumDashDot', 'slantDashDot', 'dotted', 'dashDotDot', 'hair', 'medium', 'dashed', 'mediumDashDotDot', 'thick', 'double', 'thin', 'dashDot...
null
excel_text.py
excel_text.py
py
553
python
en
code
null
code-starcoder2
66
[ { "api_name": "openpyxl.Workbook", "line_number": 5, "usage_type": "call" }, { "api_name": "openpyxl.styles.Side", "line_number": 12, "usage_type": "call" } ]
187488196
from django.conf.urls import url from django.contrib.auth.views import login from . import views urlpatterns = [ url(r'^register/$', views.RegisterView.as_view(), name='register'), url(r'^login/$', login, name='login'), url(r'^profile/$', views.UserAccountView.as_view(), name='profile'), url(r'^(?P<sl...
null
stendarr/apps/account/urls.py
urls.py
py
480
python
en
code
null
code-starcoder2
66
[ { "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": "django.contrib.auth.views.login", "line_number": 8, "usage_type": "argument" }, { "api_na...
350510144
import boto3 import base64 from botocore.exceptions import ClientError def lambda_handler(event, context): authToken = event['authorizationToken'] secret_name = "snsmgmt/snsmgmtkey" region_name = "us-east-1" # Create a Secrets Manager client session = boto3.session.Session() client = ses...
null
Lambda/snsMgmtAuth.py
snsMgmtAuth.py
py
3,042
python
en
code
null
code-starcoder2
66
[ { "api_name": "boto3.session.Session", "line_number": 12, "usage_type": "call" }, { "api_name": "boto3.session", "line_number": 12, "usage_type": "attribute" }, { "api_name": "botocore.exceptions.ClientError", "line_number": 21, "usage_type": "name" }, { "api_name...
276120594
from django.shortcuts import render from django.http import HttpResponse, HttpResponseRedirect from django.template import loader from django.shortcuts import render, get_object_or_404,redirect from django.core.urlresolvers import reverse from django.views import generic from recruitPy.models import Candidate, Knowl...
null
recruitPy/views.py
views.py
py
2,573
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.shortcuts.render", "line_number": 25, "usage_type": "call" }, { "api_name": "recruitPy.models.Knowledge.objects.all", "line_number": 31, "usage_type": "call" }, { "api_name": "recruitPy.models.Knowledge.objects", "line_number": 31, "usage_type": "att...
360914115
# Copyright (c) 2013 Huawei Technologies Co., Ltd. # Copyright (c) 2012 OpenStack Foundation # All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http:/...
null
Cinder/Juno-eol/ssh_client.py
ssh_client.py
py
95,658
python
en
code
null
code-starcoder2
66
[ { "api_name": "kmc.kmc.kmc.API", "line_number": 46, "usage_type": "call" }, { "api_name": "kmc.kmc.kmc", "line_number": 46, "usage_type": "attribute" }, { "api_name": "kmc.kmc", "line_number": 46, "usage_type": "name" }, { "api_name": "kmc.kmc.kmc", "line_numb...
593152942
import yaml from sqlalchemy import create_engine from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.orm import scoped_session, sessionmaker def load_config(): config = {} with open('config.yaml', 'r') as f: config = yaml.safe_load(f) return config config = load_config() engin...
null
reflection/database.py
database.py
py
2,028
python
en
code
null
code-starcoder2
66
[ { "api_name": "yaml.safe_load", "line_number": 9, "usage_type": "call" }, { "api_name": "sqlalchemy.create_engine", "line_number": 14, "usage_type": "call" }, { "api_name": "sqlalchemy.orm.scoped_session", "line_number": 15, "usage_type": "call" }, { "api_name": "...
188645424
from django.urls import path from .views import SignInView, SignUpView, BlankPageView app_name = "observe_login" urlpatterns = [ path('signin/', SignInView.as_view(), name='signin'), path('signup/', SignUpView.as_view(), name='signup'), path('blank_page/', BlankPageView.as_view(), name='blank_page') ]
null
database_session_sample/observe_login/urls.py
urls.py
py
317
python
en
code
null
code-starcoder2
66
[ { "api_name": "django.urls.path", "line_number": 7, "usage_type": "call" }, { "api_name": "views.SignInView.as_view", "line_number": 7, "usage_type": "call" }, { "api_name": "views.SignInView", "line_number": 7, "usage_type": "name" }, { "api_name": "django.urls.p...
421543822
from datetime import datetime import pymysql,random,time # ALTER TABLE f_i1_iwala_trade_user PARTITION BY RANGE COLUMNS(stime) # ( # PARTITION p20200326 VALUES LESS THAN ('2020-03-27'), # PARTITION p20200327 VALUES LESS THAN ('2020-03-28') # ); # pre = 'ALTER TABLE `f_i1_iwala_trade_user` PARTITION BY RANGE COLUMNS(`...
null
addPartion.py
addPartion.py
py
4,006
python
en
code
null
code-starcoder2
66
[ { "api_name": "pymysql.connect", "line_number": 50, "usage_type": "call" }, { "api_name": "random.randint", "line_number": 84, "usage_type": "call" }, { "api_name": "datetime.datetime.fromtimestamp", "line_number": 85, "usage_type": "call" }, { "api_name": "dateti...
69055168
""" Introduction: Apply a multi task machine learning fro pre-trained BERT model Author: Chend """ import numpy as np import torch import torch.nn as nn import torch.utils.data as Data import random import sys import argparse import time import os from sklearn import metrics import sklearn.ensemble as ensembl...
null
lhx/res/10.7-1/files/ChenDdon/AGBTcode/acd9706/agbt_pro&multi_task_old_version.py
agbt_pro&multi_task_old_version.py
py
23,801
python
en
code
null
code-starcoder2
66
[ { "api_name": "argparse.ArgumentParser", "line_number": 28, "usage_type": "call" }, { "api_name": "fairseq.models.roberta.RobertaModel.from_pretrained", "line_number": 93, "usage_type": "call" }, { "api_name": "fairseq.models.roberta.RobertaModel", "line_number": 93, "usa...
50917891
from datetime import timedelta import os import sys PROJECT_HOME = os.path.dirname(__file__) DEBUG = False JS_DEBUG = False SECRET_KEY = '' VERIFY_CERT = True # verify SSL certs during web service calls by requests, can be a path to a cert bundle COLLECT_STATIC_ROOT = 'static/' # directory where static files shoul...
null
config.py
config.py
py
3,441
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": "datetime.timedelta", "line_number": 29, "usage_type": "call" }, { "api_name": "os.path.join", "lin...