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
276138230
import asyncio import sys import socket import os import time port = sys.argv[1] dirs = '/Users/mario/IdeaProjects/pythonLearn/pytest/file/p1/server/' if not os.path.exists(dirs): os.makedirs(dirs) async def echo(r, w): msg = await r.read(1024) addr = w.get_extra_info('peername') print("Received %r f...
null
pytest/pytest_echoserver.py
pytest_echoserver.py
py
1,187
python
en
code
null
code-starcoder2
83
[ { "api_name": "sys.argv", "line_number": 7, "usage_type": "attribute" }, { "api_name": "os.path.exists", "line_number": 9, "usage_type": "call" }, { "api_name": "os.path", "line_number": 9, "usage_type": "attribute" }, { "api_name": "os.makedirs", "line_number...
641150022
from django.contrib import admin from django.urls import path from . import views urlpatterns = [ path('<int:blog_id>',views.detail,name='detail'), path('edit/<int:blog_id>',views.edit, name="edit"), path('delete/<int:blog_id>',views.delete, name="delete"), path('newblog/', views.blogpost, name="newblog...
null
blog/urls.py
urls.py
py
436
python
en
code
null
code-starcoder2
83
[ { "api_name": "django.urls.path", "line_number": 5, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 6, "usage_type": "call" }, { "api_name": "django.urls.path", "line_number": 7, "usage_type": "call" }, { "api_name": "django.urls.path", ...
522417123
#!/usr/bin/env python3 from pydarknet import Detector, Image import argparse import cv2 import os if __name__ == "__main__": parser = argparse.ArgumentParser(description='Process an image.') parser.add_argument('path', metavar='image_path', type=str, help='Path to source image') parser.add_argument('output...
null
yolo_image.py
yolo_image.py
py
1,423
python
en
code
null
code-starcoder2
83
[ { "api_name": "argparse.ArgumentParser", "line_number": 8, "usage_type": "call" }, { "api_name": "os.environ", "line_number": 13, "usage_type": "attribute" }, { "api_name": "os.path.join", "line_number": 14, "usage_type": "call" }, { "api_name": "os.path", "li...
601122953
import logging from backbone_server.errors.missing_key_exception import MissingKeyException from backbone_server.errors.integrity_exception import IntegrityException from backbone_server.study.gets import StudiesGet from backbone_server.study.get import StudyGet from backbone_server.study.put import StudyPut from bac...
null
server/backbone_server/controllers/study_controller.py
study_controller.py
py
2,455
python
en
code
null
code-starcoder2
83
[ { "api_name": "backbone_server.controllers.base_controller.BaseController", "line_number": 15, "usage_type": "name" }, { "api_name": "backbone_server.study.gets.StudiesGet", "line_number": 29, "usage_type": "call" }, { "api_name": "backbone_server.study.get.StudyGet", "line_n...
386613464
import django_tables2 as tables from django.utils.safestring import mark_safe from website.models import Instancia, Estudiante class AsignaturasTable(tables.Table): nombre = tables.Column(empty_values=()) carrera = tables.Column(accessor='asignatura.malla.carrera.nombre', verbose_n...
null
website/tables.py
tables.py
py
2,420
python
en
code
null
code-starcoder2
83
[ { "api_name": "django_tables2.Table", "line_number": 6, "usage_type": "attribute" }, { "api_name": "django_tables2.Column", "line_number": 7, "usage_type": "call" }, { "api_name": "django_tables2.Column", "line_number": 8, "usage_type": "call" }, { "api_name": "dj...
3053519
import numpy as np from sklearn.datasets import load_boston #1 데이터 dataset = load_boston() x = dataset.data y = dataset.target # print(x.shape) # (506, 13) # print(y.shape) # (506,) # print('===================') # print(x[:5]) # print(y[:10]) # print(np.max(x), np.min(x)) # print(dataset.feature_names) # print(da...
null
keras/keras18_boston1.py
keras18_boston1.py
py
1,640
python
en
code
null
code-starcoder2
83
[ { "api_name": "sklearn.datasets.load_boston", "line_number": 6, "usage_type": "call" }, { "api_name": "sklearn.model_selection.train_test_split", "line_number": 19, "usage_type": "call" }, { "api_name": "tensorflow.keras.layers.Input", "line_number": 25, "usage_type": "ca...
465589001
import json import sys, urllib.request as url from html.parser import HTMLParser #https://www.youtube.com/watch?v=ulzlXMZa8ak #http://stackoverflow.com/questions/753052/strip-html-from-strings-in-python #answer submitted by stackoverflow user eloff class MLStripper(HTMLParser): def __init__(self): self.res...
null
Python/GetMapDirection.py
GetMapDirection.py
py
1,522
python
en
code
null
code-starcoder2
83
[ { "api_name": "html.parser.HTMLParser", "line_number": 8, "usage_type": "name" }, { "api_name": "html.parser", "line_number": 21, "usage_type": "argument" }, { "api_name": "urllib.request.urlopen", "line_number": 34, "usage_type": "call" }, { "api_name": "urllib.r...
111141535
import operator from flask import abort, jsonify from sqlalchemy.sql import func, case from . import bp from app import db from app.models import ( Acceptance, Author, Barrel, Batch, Boil, Btproduct, Container, Doctype, Document, Load, Lot, Manufacturer, Manufacturer...
null
web/app/api/routes.py
routes.py
py
6,422
python
en
code
null
code-starcoder2
83
[ { "api_name": "app.models.Batch.get_name_date_plant_by_id", "line_number": 31, "usage_type": "call" }, { "api_name": "app.models.Batch", "line_number": 31, "usage_type": "name" }, { "api_name": "app.models.Product", "line_number": 39, "usage_type": "argument" }, { ...
150331567
""" ???+ note "Child classes which are `functionality`-by-`feature` products." This could resemble template specialization in C++. """ from .functionality import ( BokehDataAnnotator, ) from .feature import BokehForText class BokehTextAnnotator(BokehDataAnnotator, BokehForText): """ ???+ note "The tex...
null
hover/core/explorer/specialization.py
specialization.py
py
910
python
en
code
null
code-starcoder2
83
[ { "api_name": "functionality.BokehDataAnnotator", "line_number": 11, "usage_type": "name" }, { "api_name": "feature.BokehForText", "line_number": 11, "usage_type": "name" }, { "api_name": "feature.BokehForText.TOOLTIP_KWARGS", "line_number": 16, "usage_type": "attribute" ...
418054407
#!/usr/bin/env python # -*- coding: utf-8 -*- # BabyNames python coding exercise. # Copyright 2010 Google Inc. # Licensed under the Apache License, Version 2.0 # http://www.apache.org/licenses/LICENSE-2.0 # Google's Python Class # http://code.google.com/edu/languages/google-python-class/ import sys import re import...
null
babynames.py
babynames.py
py
1,980
python
en
code
null
code-starcoder2
83
[ { "api_name": "re.findall", "line_number": 21, "usage_type": "call" }, { "api_name": "re.findall", "line_number": 26, "usage_type": "call" }, { "api_name": "argparse.ArgumentParser", "line_number": 42, "usage_type": "call" }, { "api_name": "sys.exit", "line_nu...
506055926
import random import json from websocket import create_connection import time import os import stomper from datetime import date import timeout_decorator import uuid mac_address = '_'.join(['{:02x}'.format((uuid.getnode() >> ele) & 0xff) for ele in range(0,8*6,8)][::-1]) print(mac_address) # import FakeRPi.GPIO as GP...
null
Scripts/ServiceScript.py
ServiceScript.py
py
6,779
python
en
code
null
code-starcoder2
83
[ { "api_name": "uuid.getnode", "line_number": 10, "usage_type": "call" }, { "api_name": "RPi.GPIO.setmode", "line_number": 16, "usage_type": "call" }, { "api_name": "RPi.GPIO", "line_number": 16, "usage_type": "name" }, { "api_name": "RPi.GPIO.BCM", "line_numbe...
434556586
from functools import partial import torch from torch import nn as nn from torch.nn import functional as F def conv3d(in_channels, out_channels, kernel_size, bias, padding): """ Create convolution layer Inputs: :param in_channels: :param out_channels: :param kernel_size: ...
null
model/layers.py
layers.py
py
11,548
python
en
code
null
code-starcoder2
83
[ { "api_name": "torch.nn.Conv3d", "line_number": 20, "usage_type": "call" }, { "api_name": "torch.nn", "line_number": 20, "usage_type": "name" }, { "api_name": "torch.nn.ReLU", "line_number": 51, "usage_type": "call" }, { "api_name": "torch.nn", "line_number": ...
258592833
#!/usr/bin/env python import pystache import os import json import codecs import HTMLParser API_DIR = "apis" OUT_DIR = "aws-sdk" def parse_operations(iterator_fn): operations = [] for op_name, operation in iterator_fn(): if operation.get("deprecated") is not True: doc = operation.get("do...
null
generate.py
generate.py
py
3,533
python
en
code
null
code-starcoder2
83
[ { "api_name": "os.listdir", "line_number": 85, "usage_type": "call" }, { "api_name": "json.load", "line_number": 88, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 88, "usage_type": "call" }, { "api_name": "os.path", "line_number": 88, ...
368755387
import numpy import os import shutil import av def load_video( path=os.path.expanduser('/data/lisatmp4/dejoieti/data_colo/polyp_video_frames'), crop=False, data_augment=False, split=[.5, .25], normalize=False, whiten=False, rng=None, nImg=None): im_...
null
utils/VideoReading.py
VideoReading.py
py
1,793
python
en
code
null
code-starcoder2
83
[ { "api_name": "os.path.expanduser", "line_number": 7, "usage_type": "call" }, { "api_name": "os.path", "line_number": 7, "usage_type": "attribute" }, { "api_name": "os.path.join", "line_number": 17, "usage_type": "call" }, { "api_name": "os.path", "line_number...
466058833
#!/usr/bin/python import urllib2 import xml.etree.ElementTree as ElementTree import re def refine_table(table): result = table result = re.sub(r"<td.*?>", "<td>", result) result = re.sub(r"<tr.*?>", "<tr>", result) result = re.sub(r"<a.*?>(.*?)</a>", "\\1", result) result = re.sub(r"<span.*?>(.*?)...
null
MMLanScan/Data/build_port_services_list.py
build_port_services_list.py
py
2,845
python
en
code
null
code-starcoder2
83
[ { "api_name": "re.sub", "line_number": 9, "usage_type": "call" }, { "api_name": "re.sub", "line_number": 10, "usage_type": "call" }, { "api_name": "re.sub", "line_number": 11, "usage_type": "call" }, { "api_name": "re.sub", "line_number": 12, "usage_type":...
413003560
from datetime import datetime, timedelta from decimal import Decimal from casexml.apps.stock.models import StockTransaction, StockReport from corehq.apps.commtrack.models import StockState from corehq.apps.locations.tests.util import make_loc from corehq.apps.products.models import SQLProduct, Product from corehq.app...
null
custom/ewsghana/tests/test_reminders.py
test_reminders.py
py
11,416
python
en
code
null
code-starcoder2
83
[ { "api_name": "datetime.datetime.utcnow", "line_number": 26, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 26, "usage_type": "name" }, { "api_name": "casexml.apps.stock.models.StockReport.objects.create", "line_number": 28, "usage_type": "call"...
32215700
# coding=utf-8 """Search SoundCloud playlists for audio.""" from __future__ import absolute_import import os import string import sys import requests import soundcloud from tqdm import tqdm def sanitize(s): valid = '-_.() {}{}'.format(string.ascii_letters, string.digits) return ''.join(c for c in s if c in ...
null
audioscrape/soundcloud.py
soundcloud.py
py
3,206
python
en
code
null
code-starcoder2
83
[ { "api_name": "string.ascii_letters", "line_number": 15, "usage_type": "attribute" }, { "api_name": "string.digits", "line_number": 15, "usage_type": "attribute" }, { "api_name": "os.environ", "line_number": 19, "usage_type": "attribute" }, { "api_name": "os.envir...
25071322
import os import kmeans from setuptools import setup from distutils.extension import Extension here = os.path.abspath(os.path.dirname(__file__)) ckmeans = Extension( 'lib', sources=['lib.c'], extra_compile_args=['-O3', '-std=c99'] ) def read(*filenames, **kwargs): encoding = kwargs.get('encoding', 'u...
null
setup.py
setup.py
py
1,413
python
en
code
null
code-starcoder2
83
[ { "api_name": "os.path.abspath", "line_number": 6, "usage_type": "call" }, { "api_name": "os.path", "line_number": 6, "usage_type": "attribute" }, { "api_name": "os.path.dirname", "line_number": 6, "usage_type": "call" }, { "api_name": "distutils.extension.Extensi...
574155818
from __future__ import print_function import sys from itertools import combinations __author__ = 'Joshua' def opendata(data): transfordata = [] input_data = data.readlines() for data_line in input_data: tmp = data_line.strip().split(',') transfordata.append(tmp) return transfordata # [['d', 'e', 'a'], ['d',...
null
Code2_Hash/bozhao_li_pcy.py
bozhao_li_pcy.py
py
3,059
python
en
code
null
code-starcoder2
83
[ { "api_name": "itertools.combinations", "line_number": 30, "usage_type": "call" }, { "api_name": "itertools.combinations", "line_number": 34, "usage_type": "call" } ]
425579551
# MODEL m15_4M_01 - NN CLASS import torch import torch.nn as nn import numpy as np import pandas as pd # artificial neural network class ANN(nn.Module): def __init__(self, input_size_swl, input_size, hidden_size, output_size, num_lstm_layers, bias = True): super(ANN, self).__init__() self.num_lstm_la...
null
m15_4M_01/m15_4M_01_03_nn_class.py
m15_4M_01_03_nn_class.py
py
1,537
python
en
code
null
code-starcoder2
83
[ { "api_name": "torch.nn.Module", "line_number": 9, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 9, "usage_type": "name" }, { "api_name": "torch.nn.LSTM", "line_number": 19, "usage_type": "call" }, { "api_name": "torch.nn", "line_number...
646526005
import argparse import csv from pathlib import Path def read_csv(src_file, output_file): with open(src_file) as file_object: reader = csv.reader(file_object) header_row = next(reader) if output_file: f = open(output_file, "w") for row in reader: f.wr...
null
modules/ex2.py
ex2.py
py
944
python
en
code
null
code-starcoder2
83
[ { "api_name": "csv.reader", "line_number": 8, "usage_type": "call" }, { "api_name": "argparse.ArgumentParser", "line_number": 20, "usage_type": "call" }, { "api_name": "pathlib.Path", "line_number": 21, "usage_type": "name" }, { "api_name": "pathlib.Path", "li...
415903220
#!/usr/bin/env python # -*- coding: utf-8 -*- """desc""" import torch.nn as nn import torch.nn.functional as F from .attention import MultiHeadedAttention from .utils import PositionwiseFeedForward class TransformerEncoderLayer(nn.Module): """ Bidirectional Encoder = Transformer (self-attention) Transfo...
null
bert_pytorch/model/transformer.py
transformer.py
py
1,805
python
en
code
null
code-starcoder2
83
[ { "api_name": "torch.nn.Module", "line_number": 12, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 12, "usage_type": "name" }, { "api_name": "attention.MultiHeadedAttention", "line_number": 32, "usage_type": "call" }, { "api_name": "utils.Po...
424472261
from configparser import ConfigParser def config(filename, section): parser = ConfigParser() parser.read(filename) configs = {} if parser.has_section(section): params = parser.items(section) for param in params: configs[param[0]] = param[1] else: raise Exception...
null
config.py
config.py
py
407
python
en
code
null
code-starcoder2
83
[ { "api_name": "configparser.ConfigParser", "line_number": 4, "usage_type": "call" } ]
629166725
##############################################################################80 # # # Raw-data Reader # # ...
null
libpy/rawdata.py
rawdata.py
py
9,915
python
en
code
null
code-starcoder2
83
[ { "api_name": "os.path.isdir", "line_number": 39, "usage_type": "call" }, { "api_name": "os.path", "line_number": 39, "usage_type": "attribute" }, { "api_name": "git.Repo", "line_number": 41, "usage_type": "call" }, { "api_name": "git.Repo.clone_from", "line_n...
366246319
from BugTracker.models import BugScreenShots, Bug from django.http import HttpResponse import logging import json import shutil from TeamTrack.settings import STATIC_URL log = logging.getLogger(__name__) def UpdateScreenshots(sender, instance, **kwargs): try: BugScreenShotsObj = BugScreenShots.objects.filt...
null
BugTracker/Signals.py
Signals.py
py
922
python
en
code
null
code-starcoder2
83
[ { "api_name": "logging.getLogger", "line_number": 7, "usage_type": "call" }, { "api_name": "BugTracker.models.BugScreenShots.objects.filter", "line_number": 11, "usage_type": "call" }, { "api_name": "BugTracker.models.BugScreenShots.objects", "line_number": 11, "usage_typ...
32506196
#!/usr/local/bin/python3 # coding: UTF-8 # Author: David # Email: youchen.du@gmail.com # Created: 2017-05-09 18:43 # Last modified: 2017-05-09 18:51 # Filename: subprocess_streams.py # Description: import asyncio import asyncio.subprocess import sys async def get_date(): code = 'import datetime; print(datetime.da...
null
Python/asyncio/subprocess_streams.py
subprocess_streams.py
py
874
python
en
code
null
code-starcoder2
83
[ { "api_name": "asyncio.create_subprocess_exec", "line_number": 17, "usage_type": "call" }, { "api_name": "sys.executable", "line_number": 17, "usage_type": "attribute" }, { "api_name": "asyncio.subprocess", "line_number": 18, "usage_type": "attribute" }, { "api_na...
182488865
from websocket import create_connection import threading import asyncio active = True server_message = '' #variables from server: #encounter_state (WAITING, IN_PROGRESS, ENDED_FAIL, ENDED_WIN, UDEAD) #boss_balance (integer - balance remaining) #num_musos (integer - how many musos are connected) #muso_list (list - fro...
null
Client/lib_chestral.py
lib_chestral.py
py
1,132
python
en
code
null
code-starcoder2
83
[ { "api_name": "websocket.create_connection", "line_number": 37, "usage_type": "call" }, { "api_name": "threading.Thread", "line_number": 42, "usage_type": "call" } ]
529343989
#!/usr/bin/env python # -*- coding: utf-8 -*- # # combinator.py # # Copyright 2017 Bruno S <bruno@oac.unc.edu.ar> # # This program is free software; you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation; either version 2 of the L...
null
properimage/combinator.py
combinator.py
py
4,312
python
en
code
null
code-starcoder2
83
[ { "api_name": "pyfftw.interfaces", "line_number": 48, "usage_type": "attribute" }, { "api_name": "pyfftw.interfaces", "line_number": 49, "usage_type": "attribute" }, { "api_name": "numpy.fft", "line_number": 51, "usage_type": "attribute" }, { "api_name": "numpy.ff...
227421340
import datetime from dateutil import parser months = {1: 'January', 2: 'February', 3: 'March', 4: 'April', 5: 'May', 6: 'June', 7: 'July', 8: 'August', 9: 'September', 10: 'October', 11: 'November', 12: 'December'} endings = {1: 'st', 2: 'nd', 3: 'rd'} def toDate(date): date = parser.parse(date) ending = "th"...
null
toDate.py
toDate.py
py
803
python
en
code
null
code-starcoder2
83
[ { "api_name": "dateutil.parser.parse", "line_number": 8, "usage_type": "call" }, { "api_name": "dateutil.parser", "line_number": 8, "usage_type": "name" }, { "api_name": "datetime.datetime.strptime", "line_number": 22, "usage_type": "call" }, { "api_name": "dateti...
309026448
#Import import cv2 import pdb import numpy as np import matplotlib.pyplot as plt #Function: def isColor(pixel, color): if pixel[0] != color[0]: return False if pixel[1] != color[1]: return False if pixel[2] != color[2]: return False return True def imgEdges(img, wri...
null
DetectWords/DetectLinesManyLines.py
DetectLinesManyLines.py
py
4,421
python
en
code
null
code-starcoder2
83
[ { "api_name": "cv2.cvtColor", "line_number": 19, "usage_type": "call" }, { "api_name": "cv2.COLOR_BGR2GRAY", "line_number": 19, "usage_type": "attribute" }, { "api_name": "cv2.Canny", "line_number": 20, "usage_type": "call" }, { "api_name": "cv2.HoughLinesP", ...
587584537
import copy from ..parser import ast from .definitions import Class from .definitions import Function from .utils import CompileError from .utils import GenericType from .utils import make_name from .utils import make_types_string_parts from .utils import mys_to_cpp_type_param from .utils import split_dict_mys_type ...
null
mys/transpiler/generics.py
generics.py
py
9,088
python
en
code
null
code-starcoder2
83
[ { "api_name": "utils.split_dict_mys_type", "line_number": 39, "usage_type": "call" }, { "api_name": "parser.ast.NodeTransformer", "line_number": 52, "usage_type": "attribute" }, { "api_name": "parser.ast", "line_number": 52, "usage_type": "name" }, { "api_name": "...
138964636
import os import datetime from collections import namedtuple SourceResult = namedtuple('SourceResult', ['path', 'size', 'modified']) """Named Tuple containing a sources path, size, and modified time.""" class Sources: """ File relationship manager for App instances. Source files must be registered, as well ...
null
pydgeot/app/sources.py
sources.py
py
12,939
python
en
code
null
code-starcoder2
83
[ { "api_name": "collections.namedtuple", "line_number": 6, "usage_type": "call" }, { "api_name": "datetime.datetime.fromtimestamp", "line_number": 68, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 68, "usage_type": "attribute" }, { "api_...
309736655
from __future__ import annotations import hashlib from neo3 import vm, contracts, settings from neo3.network import payloads from neo3.core import cryptography from neo3.contracts.interop import register from typing import cast, List def stackitem_to_hash_data(engine: contracts.ApplicationEngine, stack_item: vm.Stack...
null
neo3/contracts/interop/crypto.py
crypto.py
py
4,640
python
en
code
null
code-starcoder2
83
[ { "api_name": "neo3.contracts.ApplicationEngine", "line_number": 10, "usage_type": "attribute" }, { "api_name": "neo3.contracts", "line_number": 10, "usage_type": "name" }, { "api_name": "neo3.vm.StackItem", "line_number": 10, "usage_type": "attribute" }, { "api_n...
240252817
from . import ForecastMixin from datetime import timedelta, datetime import xml.etree.ElementTree as ET class Forecast(ForecastMixin): url = 'https://geoservices.atmosud.org/geoserver/ind_sudpaca/ows?service=WFS&version=1.1.0' fr_date_format = '%d-%m-%Y 00:00:00' @classmethod def params(cls, date, ins...
null
indice_pollution/regions/Sud.py
Sud.py
py
1,500
python
en
code
null
code-starcoder2
83
[ { "api_name": "datetime.datetime.strptime", "line_number": 11, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 11, "usage_type": "name" }, { "api_name": "datetime.timedelta", "line_number": 12, "usage_type": "call" }, { "api_name": "xml.e...
277185451
import numpy as np from sklearn.datasets import load_iris from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense dataset = load_iris() print(dataset.DESCR) print(dataset.feature_names) x = dataset.data y = dataset.target print(x.shape , y.shape) ''' from tensorflow.keras.utils impo...
null
ML/m01.py
m01.py
py
1,931
python
en
code
null
code-starcoder2
83
[ { "api_name": "sklearn.datasets.load_iris", "line_number": 5, "usage_type": "call" }, { "api_name": "sklearn.model_selection.train_test_split", "line_number": 22, "usage_type": "call" }, { "api_name": "sklearn.preprocessing.MinMaxScaler", "line_number": 26, "usage_type": ...
579980692
#!/usr/bin/python from pymatgen.util.testing import PymatgenTest from pymatgen.core.operations import SymmOp import numpy as np class SymmOpTestCase(PymatgenTest): def setUp(self): self.op = SymmOp.from_axis_angle_and_translation([0, 0, 1], 30, False, ...
null
pymatgen/core/tests/test_operations.py
test_operations.py
py
2,616
python
en
code
null
code-starcoder2
83
[ { "api_name": "pymatgen.util.testing.PymatgenTest", "line_number": 8, "usage_type": "name" }, { "api_name": "pymatgen.core.operations.SymmOp.from_axis_angle_and_translation", "line_number": 11, "usage_type": "call" }, { "api_name": "pymatgen.core.operations.SymmOp", "line_num...
114038595
from math import sqrt from scipy.stats import t from math_helper.mean import mean from math_helper.variance import variance def ttest(column,population_mean): """Calculates a two-way t-test Args: column: column to test population_mean: the mean to test agains Returns: A list of t...
null
src/analyses/ttest.py
ttest.py
py
916
python
en
code
null
code-starcoder2
83
[ { "api_name": "math_helper.mean.mean", "line_number": 21, "usage_type": "call" }, { "api_name": "math_helper.variance.variance", "line_number": 22, "usage_type": "call" }, { "api_name": "math.sqrt", "line_number": 24, "usage_type": "call" }, { "api_name": "scipy.s...
637120121
#!/usr/bin/python3 """ Sample usage: $ TEGAKI_API_KEY='xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx' python delete_request.py request_id """ import os import sys import requests TEGAKI_DELETE_REQUEST_ENDPOINT = ('delete', 'https://api.tegaki.ai/hwr/v2/request') MY_API_KEY = os.getenv('TEGAKI_API_KEY') # delete result...
null
delete_request.py
delete_request.py
py
820
python
en
code
null
code-starcoder2
83
[ { "api_name": "os.getenv", "line_number": 14, "usage_type": "call" }, { "api_name": "requests.request", "line_number": 24, "usage_type": "call" }, { "api_name": "sys.argv", "line_number": 30, "usage_type": "attribute" } ]
608133939
import pandas as pd import numpy as np from plotly.subplots import make_subplots import plotly.graph_objects as go def conversion(path): """ Converts a tij.dat file into a np.array. :param path: path of the tij.dat file :type path: str :return: np.array of the tij data :rtype: np.array ""...
null
tij.py
tij.py
py
14,440
python
en
code
null
code-starcoder2
83
[ { "api_name": "pandas.read_csv", "line_number": 16, "usage_type": "call" }, { "api_name": "numpy.unique", "line_number": 30, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 44, "usage_type": "call" }, { "api_name": "numpy.array", "line_numb...
375335507
#!/usr/bin/env python3 # # Cyrius: CYP2D6 genotyper # Copyright (c) 2019-2020 Illumina, Inc. # # Author: Xiao Chen <xchen2@illumina.com> # # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either ...
null
depth_calling/snp_count.py
snp_count.py
py
7,095
python
en
code
null
code-starcoder2
83
[ { "api_name": "collections.namedtuple", "line_number": 73, "usage_type": "call" }, { "api_name": "utilities.open_alignment_file", "line_number": 168, "usage_type": "call" }, { "api_name": "utilities.open_alignment_file", "line_number": 184, "usage_type": "call" } ]
482229088
# uncompyle6 version 3.7.4 # Python bytecode 2.7 (62211) # Decompiled from: Python 3.6.9 (default, Apr 18 2020, 01:56:04) # [GCC 8.4.0] # Embedded file name: /home/gyst/plonesocial.buildout/src/plonesocial.microblog/plonesocial/microblog/utils.py # Compiled at: 2014-01-17 08:56:06 import time from BTrees import LLBTre...
null
pycfiles/plonesocial.microblog-0.5.3/utils.py
utils.py
py
2,225
python
en
code
null
code-starcoder2
83
[ { "api_name": "interfaces.IMicroblogContext.providedBy", "line_number": 15, "usage_type": "call" }, { "api_name": "interfaces.IMicroblogContext", "line_number": 15, "usage_type": "name" }, { "api_name": "interfaces.IMicroblogContext.providedBy", "line_number": 23, "usage_...
446145063
import time from threading import Thread import json import requests from pprint import pprint def parse(json1): data = json1['data'] # data_id return data def gogo(page_idx, results): url = 'https://data.mafra.go.kr/opendata/data/open/getDataListPage.do' data = requests.post(url, data={ '...
null
ver.4/1_multithread_example_code.py
1_multithread_example_code.py
py
1,368
python
en
code
null
code-starcoder2
83
[ { "api_name": "requests.post", "line_number": 14, "usage_type": "call" }, { "api_name": "time.time", "line_number": 28, "usage_type": "call" }, { "api_name": "threading.Thread", "line_number": 31, "usage_type": "call" }, { "api_name": "time.time", "line_number...
308262569
from argparse import ArgumentParser import test_method1 as TM1 if __name__ == '__main__': parser = ArgumentParser() parser.add_argument('--addr', type=str, default='http://lando.sytes.net', help='Server domain name/ip address') parser.add_argument('--port', type=int, default=8888, help='Server port number...
null
client/server-benchmark.py
server-benchmark.py
py
1,166
python
en
code
null
code-starcoder2
83
[ { "api_name": "argparse.ArgumentParser", "line_number": 6, "usage_type": "call" }, { "api_name": "test_method1.test1", "line_number": 18, "usage_type": "call" }, { "api_name": "test_method1.test2", "line_number": 21, "usage_type": "call" } ]
385399490
from selenium import webdriver from selenium.webdriver.chrome.options import Options import logging import argparse import time def writeTofile(str, filename="novel.txt"): with open(filename, 'a') as f: f.write(str) f.write("\n\n") def log(logger): logger.setLevel(logging.DEBUG) fh = log...
null
novel/panlong.py
panlong.py
py
1,606
python
en
code
null
code-starcoder2
83
[ { "api_name": "logging.DEBUG", "line_number": 15, "usage_type": "attribute" }, { "api_name": "logging.StreamHandler", "line_number": 16, "usage_type": "call" }, { "api_name": "logging.DEBUG", "line_number": 17, "usage_type": "attribute" }, { "api_name": "logging.F...
291315932
#!/usr/bin/env python # -*- coding: iso-8859-1 -*- # # Copylefth (c) 2009, Grudejo: # Aline Grazielle Silva Reis # Julia Carmona Almeida Chaves # Luziany Maria de Oliveira # Joyce Karoline Dare # Prof. Douglas Machado Tavares # import pygame from pygame.constants import * class Ator(...
null
src/etapa_03/jogo_v03.py
jogo_v03.py
py
2,984
python
en
code
null
code-starcoder2
83
[ { "api_name": "pygame.sprite", "line_number": 17, "usage_type": "attribute" }, { "api_name": "pygame.sprite.Sprite.__init__", "line_number": 22, "usage_type": "call" }, { "api_name": "pygame.sprite", "line_number": 22, "usage_type": "attribute" }, { "api_name": "p...
141813354
import bpy # Comprimentos (x, y e z) do degrau superior length1 = 3 length2 = 2 length3 = 1 # Quantidade de degraus steps = 5 def criaDegrau(length1, length2, length3, times): if times == 0: return times # Replica o andar imediatamente superior e faz as translações necessárias para o degrau segu...
null
tower-recursion.py
tower-recursion.py
py
2,278
python
en
code
null
code-starcoder2
83
[ { "api_name": "bpy.ops.object.duplicate_move", "line_number": 16, "usage_type": "call" }, { "api_name": "bpy.ops", "line_number": 16, "usage_type": "attribute" }, { "api_name": "bpy.ops.transform.translate", "line_number": 17, "usage_type": "call" }, { "api_name":...
186141521
import argparse as arg parser = arg.ArgumentParser() parser.add_argument("--way", type=str, help="Имя/Путь файла для сортировки", default=None) args = parser.parse_args() def MergeSort(text:list)->None: """This function sorted something""" if len(text) > 1: half = len(text)//2 left_part = text[...
null
lab_2/17_lab_2_3.py
17_lab_2_3.py
py
999
python
en
code
null
code-starcoder2
83
[ { "api_name": "argparse.ArgumentParser", "line_number": 2, "usage_type": "call" } ]
397896335
# Copyright 2019 Regents of the University of Minnesota. # # 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 l...
null
python/tests/io/test_json.py
test_json.py
py
4,116
python
en
code
null
code-starcoder2
83
[ { "api_name": "mtap.events.Event", "line_number": 26, "usage_type": "call" }, { "api_name": "mtap.events.Document", "line_number": 28, "usage_type": "call" }, { "api_name": "mtap.GenericLabel", "line_number": 30, "usage_type": "call" }, { "api_name": "mtap.Generic...
464394400
from mpl_toolkits.basemap import Basemap, cm, shiftgrid,interp from netCDF4 import Dataset as NetCDFFile import numpy as N import matplotlib.pyplot as plt import glob import numpy.ma as ma from scipy.interpolate import griddata import scipy.stats from matplotlib.dates import DateFormatter import datetime country=NetC...
null
plot/detrend/mai_ann_globe_p3.py
mai_ann_globe_p3.py
py
3,013
python
en
code
null
code-starcoder2
83
[ { "api_name": "netCDF4.Dataset", "line_number": 13, "usage_type": "call" }, { "api_name": "netCDF4.Dataset", "line_number": 18, "usage_type": "call" }, { "api_name": "numpy.ma.masked_where", "line_number": 24, "usage_type": "call" }, { "api_name": "numpy.ma", ...
554968815
#!/usr/bin/env python # coding: utf-8 import argparse import json import os import random import cv2 import pandas as pd from tqdm import tqdm def parse_args(): parser = argparse.ArgumentParser() parser.add_argument("--deciding_only", action="store_true") parser.add_argument("--bandwidth", type=int, def...
null
python/correspondence_matching/draw_matchings.py
draw_matchings.py
py
2,810
python
en
code
null
code-starcoder2
83
[ { "api_name": "argparse.ArgumentParser", "line_number": 15, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 26, "usage_type": "call" }, { "api_name": "os.path", "line_number": 26, "usage_type": "attribute" }, { "api_name": "os.makedirs", "...
497243580
from datetime import datetime from GA import GA from Colorharmony import ColorHarmony import cv2 import numpy import PIL as PIL from PIL import ImageDraw,Image from skimage.color import lab2rgb import numpy as np from sklearn.cluster import MeanShift, estimate_bandwidth import time class Solver: ##ganti nama ja...
null
Solver.py
Solver.py
py
5,526
python
en
code
null
code-starcoder2
83
[ { "api_name": "PIL.Image.open", "line_number": 19, "usage_type": "call" }, { "api_name": "PIL.Image", "line_number": 19, "usage_type": "attribute" }, { "api_name": "time.time", "line_number": 23, "usage_type": "call" }, { "api_name": "numpy.reshape", "line_num...
8599063
#! python3 import openpyxl, smtplib, sys wb = openpyxl.load_workbook('duesRecords.xlsx') sheet = wb.get_sheet_by_name('Sheet1') lastCol = sheet.get_highest_column() latestMonth = sheet.cell(row=1, column=lastCol).value for r in range(2, sheet.get_highest_row() + 1): payment = sheet.cell(row=r, column=lastCol).val...
null
Automatetheboringstuff/email.py
email.py
py
1,010
python
en
code
null
code-starcoder2
83
[ { "api_name": "openpyxl.load_workbook", "line_number": 5, "usage_type": "call" }, { "api_name": "smtplib.SMTP", "line_number": 20, "usage_type": "call" }, { "api_name": "sys.argv", "line_number": 22, "usage_type": "attribute" } ]
284830231
from django.shortcuts import render, redirect from django.http import HttpResponse from street_biter_app.models import Street_biter from django.contrib.auth.decorators import login_required @login_required def home(request): if request.method == 'POST': form = Street_biter(request.POST) else: r...
null
street_biter_app/views.py
views.py
py
1,668
python
en
code
null
code-starcoder2
83
[ { "api_name": "street_biter_app.models.Street_biter", "line_number": 9, "usage_type": "call" }, { "api_name": "django.shortcuts.render", "line_number": 11, "usage_type": "call" }, { "api_name": "django.contrib.auth.decorators.login_required", "line_number": 6, "usage_type...
213842796
import sys, os import pandas as pd os.environ.setdefault("DJANGO_SETTINGS_MODULE", "tfn.settings") import django django.setup() from review.models import Whiskey,Distillery def load_from_csv(row_of_csv): whiskey=Whiskey() whiskey.id=row_of_csv[0] whiskey.distillery=Distillery.objects.get(id=row_of_csv[...
null
load_whiskey_base.py
load_whiskey_base.py
py
742
python
en
code
null
code-starcoder2
83
[ { "api_name": "os.environ.setdefault", "line_number": 4, "usage_type": "call" }, { "api_name": "os.environ", "line_number": 4, "usage_type": "attribute" }, { "api_name": "django.setup", "line_number": 7, "usage_type": "call" }, { "api_name": "review.models.Whiskey...
524017942
import json from collections import Counter import requests from bs4 import BeautifulSoup GOOGLE_SCHOLAR = 'Google scholar' HTTPS_SCHOLAR_GOOGLE_RU = 'https://scholar.google.ru' EMPLOYERS_JSON = 'employers.json' HTML_PARSER = 'html.parser' JSON_INDENT = 2 LINKS = 'Ссылки' def parse_scholar_articles(): with open...
null
parse_scholar_articles.py
parse_scholar_articles.py
py
2,417
python
en
code
null
code-starcoder2
83
[ { "api_name": "json.load", "line_number": 17, "usage_type": "call" }, { "api_name": "requests.get", "line_number": 27, "usage_type": "call" }, { "api_name": "bs4.BeautifulSoup", "line_number": 28, "usage_type": "call" }, { "api_name": "collections.Counter", "l...
621016804
import requests from bs4 import BeautifulSoup from tqdm import tqdm to_process = [] with open("errors.txt", "r") as infile: to_process = [int(l.strip()) for l in infile.read().splitlines()] for i in tqdm(to_process): # latest document as of Feb 2 2018 # try: tqdm.write("Processing document #" + str(i...
null
website/static/css/scrape.py
scrape.py
py
963
python
en
code
null
code-starcoder2
83
[ { "api_name": "tqdm.tqdm", "line_number": 10, "usage_type": "call" }, { "api_name": "tqdm.tqdm.write", "line_number": 12, "usage_type": "call" }, { "api_name": "tqdm.tqdm", "line_number": 12, "usage_type": "name" }, { "api_name": "requests.get", "line_number":...
653602125
import discord from discord.ext import commands, tasks from transformers import AutoModelForCausalLM, AutoTokenizer, BigBirdForQuestionAnswering, BigBirdTokenizer import torch token = '' client = commands.Bot(command_prefix='>') channel = client.get_channel() # GPT MODEL #tokenizer = AutoTokenizer.from_pretrained("Pol...
null
Argo.py
Argo.py
py
2,230
python
en
code
null
code-starcoder2
83
[ { "api_name": "discord.ext.commands.Bot", "line_number": 7, "usage_type": "call" }, { "api_name": "discord.ext.commands", "line_number": 7, "usage_type": "name" }, { "api_name": "transformers.BigBirdTokenizer.from_pretrained", "line_number": 14, "usage_type": "call" }, ...
151796368
''' Created on Jul 21, 2020 @author: vladislavkargin ''' import numpy as np from scipy import linalg as la import matplotlib.pyplot as plt import os import rgs.pmaps.OrderedTree as ot import rgs.mndrpy.Pairing as pg import rgs.mndrpy.Meander as mr import rgs.mndrpy.DyckPaths as dp import rgs.mndrpy.Combinatorics as c...
null
rgs/mndrpy/Utility.py
Utility.py
py
10,004
python
en
code
null
code-starcoder2
83
[ { "api_name": "numpy.cumsum", "line_number": 40, "usage_type": "call" }, { "api_name": "numpy.array", "line_number": 40, "usage_type": "call" }, { "api_name": "numpy.min", "line_number": 41, "usage_type": "call" }, { "api_name": "numpy.where", "line_number": 4...
115812409
import pytest from ptera import BaseOverlay, Overlay, Recurrence, select, tag, tooled from ptera.core import Capture, Tap from ptera.selector import Element, parse from ptera.selfless import default from ptera.tools import every from .common import one_test_per_assert @tooled def brie(x, y) -> tag.Fromage: """B...
null
tests/test_core.py
test_core.py
py
16,697
python
en
code
null
code-starcoder2
83
[ { "api_name": "ptera.tag.Bouffe", "line_number": 15, "usage_type": "attribute" }, { "api_name": "ptera.tag", "line_number": 15, "usage_type": "name" }, { "api_name": "ptera.tooled", "line_number": 12, "usage_type": "name" }, { "api_name": "ptera.tag.Fromage", ...
279687301
#!/usr/bin/env python import time import numpy as np from mujoco_py import load_model_from_xml, MjSim, MjViewer XML = ''' <mujoco> <worldbody> <geom name='floor' pos='0 0 0' size='5 5 .125' type='plane' condim='3'/> <body name='ball' pos='0 0 1'> <joint type='free'/> <geom ...
null
spinup/algos/ddpg_n_step/change_gravity_on_the_fly.py
change_gravity_on_the_fly.py
py
685
python
en
code
null
code-starcoder2
83
[ { "api_name": "mujoco_py.load_model_from_xml", "line_number": 20, "usage_type": "call" }, { "api_name": "mujoco_py.MjSim", "line_number": 21, "usage_type": "call" }, { "api_name": "mujoco_py.MjViewer", "line_number": 22, "usage_type": "call" }, { "api_name": "pdb....
29648438
from datetime import datetime from sqlalchemy.ext.declarative import declarative_base from sqlalchemy import Table, Column, Integer, String, DateTime, Sequence, ForeignKey, UniqueConstraint from sqlalchemy.orm import relationship, backref from sqlalchemy import event from sqlalchemy import DDL from ev_site import EVSit...
null
erovideo/old/models.012013/old/ev_actress.010913.py
ev_actress.010913.py
py
5,524
python
en
code
null
code-starcoder2
83
[ { "api_name": "sqlalchemy.ext.declarative.declarative_base", "line_number": 9, "usage_type": "call" }, { "api_name": "sqlalchemy.Column", "line_number": 15, "usage_type": "call" }, { "api_name": "sqlalchemy.Integer", "line_number": 15, "usage_type": "argument" }, { ...
293415917
from gensim.models import KeyedVectors import pandas as pd from sklearn.manifold import TSNE import numpy as np import matplotlib.pyplot as plt def show_words(words_list,lang_type): #词标签,词向量 # 加载转换文件 model = KeyedVectors.load_word2vec_format("./Word2Vec/%s_word2vec.txt"%lang_type, binary=False) # 输出词向量 ...
null
data/token_embed/visualization.py
visualization.py
py
3,285
python
en
code
null
code-starcoder2
83
[ { "api_name": "gensim.models.KeyedVectors.load_word2vec_format", "line_number": 10, "usage_type": "call" }, { "api_name": "gensim.models.KeyedVectors", "line_number": 10, "usage_type": "name" }, { "api_name": "sklearn.manifold.TSNE", "line_number": 17, "usage_type": "call...
247955028
# load projection and helper functions import numpy as np import skymapper as skm import matplotlib.pylab as plt class Point: def __init__(self,x,y): self.x = x self.y = y def __getitem__(self, i): if i == 0: return self.x elif i == 1: return self.y ...
null
examples/example1.py
example1.py
py
4,929
python
en
code
null
code-starcoder2
83
[ { "api_name": "numpy.random.normal", "line_number": 20, "usage_type": "call" }, { "api_name": "numpy.random", "line_number": 20, "usage_type": "attribute" }, { "api_name": "numpy.sqrt", "line_number": 21, "usage_type": "call" }, { "api_name": "numpy.arccos", "...
418785973
# # Copyright (c) 2017-2021, The Storage Networking Industry Association. # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # Redistributions of source code must retain the above copyright notice, # this list of conditi...
null
api_emulator/redfish/fa_ports_api.py
fa_ports_api.py
py
9,153
python
en
code
null
code-starcoder2
83
[ { "api_name": "flask_restful.Resource", "line_number": 53, "usage_type": "name" }, { "api_name": "logging.info", "line_number": 55, "usage_type": "call" }, { "api_name": "api_emulator.utils.create_path", "line_number": 63, "usage_type": "call" }, { "api_name": "ap...
217053346
import json import time from itertools import product from random import randint from pprint import pprint import multiprocessing def build_machines(m=3): # Create machines A = [] for i in range(m): A.append([]) return A def generate_jobs(n=10, min_time=1, max_time=10): # Generate a list of random jobs J =...
null
main.py
main.py
py
3,551
python
en
code
null
code-starcoder2
83
[ { "api_name": "random.randint", "line_number": 22, "usage_type": "call" }, { "api_name": "itertools.product", "line_number": 69, "usage_type": "call" }, { "api_name": "itertools.product", "line_number": 73, "usage_type": "call" }, { "api_name": "multiprocessing.Po...
10072179
import tkinter as tk from tkinter import * from tkinter import messagebox from tkinter.filedialog import askopenfilename from keras.models import model_from_json import cv2 import numpy as np from PIL import Image, ImageTk top = tk.Tk() top.minsize(100,100) top.geometry('500x500') top.maxsize(600,600) top.configure(...
null
Cat_and_Dog_Classifier.py
Cat_and_Dog_Classifier.py
py
1,770
python
en
code
null
code-starcoder2
83
[ { "api_name": "tkinter.Tk", "line_number": 12, "usage_type": "call" }, { "api_name": "tkinter.filedialog.askopenfilename", "line_number": 20, "usage_type": "call" }, { "api_name": "keras.models.model_from_json", "line_number": 29, "usage_type": "call" }, { "api_na...
288256488
import numpy as np import regreg.api as rr import pandas as pd import selection.api as sel from selection.tests.instance import gaussian_instance from selection.algorithms.lasso import lasso import selection.tests.reports as reports from selection.tests.flags import SMALL_SAMPLES, SET_SEED from selection.tests.decorato...
null
selection/randomized/tests/test_naive.py
test_naive.py
py
6,088
python
en
code
null
code-starcoder2
83
[ { "api_name": "numpy.zeros", "line_number": 19, "usage_type": "call" }, { "api_name": "numpy.zeros", "line_number": 20, "usage_type": "call" }, { "api_name": "selection.tests.instance.gaussian_instance", "line_number": 24, "usage_type": "call" }, { "api_name": "nu...
149849138
import numpy from datetime import datetime import random from scipy.spatial import distance as scipy_dist class HierarchicalClustering(): """This class will create an object with which has the necessary attributes and functions to perform bottom-up agglomerative hierarchical clustering on a set of provided ligand ...
null
clusters/algs.py
algs.py
py
15,992
python
en
code
null
code-starcoder2
83
[ { "api_name": "numpy.zeros", "line_number": 22, "usage_type": "call" }, { "api_name": "numpy.full", "line_number": 33, "usage_type": "call" }, { "api_name": "numpy.unique", "line_number": 45, "usage_type": "call" }, { "api_name": "numpy.where", "line_number": ...
327779012
from flask import Blueprint, request, jsonify, make_response from app import db from dotenv import load_dotenv from app.models.card import Card from app.models.board import Board load_dotenv() cards_bp = Blueprint('cards', __name__) boards_bp = Blueprint('boards', __name__) @boards_bp.route('/') def root(): retu...
null
app/routes.py
routes.py
py
3,857
python
en
code
null
code-starcoder2
83
[ { "api_name": "dotenv.load_dotenv", "line_number": 7, "usage_type": "call" }, { "api_name": "flask.Blueprint", "line_number": 9, "usage_type": "call" }, { "api_name": "flask.Blueprint", "line_number": 10, "usage_type": "call" }, { "api_name": "flask.request.method...
392552580
from rest_framework.viewsets import ModelViewSet from api import permissions class BaseModelViewSet(ModelViewSet): http_method_names = ('get', 'post', 'put', 'delete') lookup_field = 'id' authentication_required = True default_serializer_class = None action_serializers = dict() default_permissi...
null
api/base_viewset.py
base_viewset.py
py
2,217
python
en
code
null
code-starcoder2
83
[ { "api_name": "rest_framework.viewsets.ModelViewSet", "line_number": 4, "usage_type": "name" }, { "api_name": "api.permissions.IsLoggedIn", "line_number": 37, "usage_type": "attribute" }, { "api_name": "api.permissions", "line_number": 37, "usage_type": "name" } ]
277816006
"""PASCAL DOTA dataset.""" import os import xml.etree.ElementTree import tensorflow as tf import tensorflow_datasets.public_api as tfds _VOC_CITATION = """\ @misc{ding2021object, title={Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges}, author={Jian Ding and Nan Xue and Gui-Song Xia and Xia...
null
dota_voc.py
dota_voc.py
py
5,371
python
en
code
null
code-starcoder2
83
[ { "api_name": "tensorflow.io.gfile.GFile", "line_number": 49, "usage_type": "call" }, { "api_name": "tensorflow.io", "line_number": 49, "usage_type": "attribute" }, { "api_name": "xml.etree.ElementTree.etree.ElementTree.parse", "line_number": 50, "usage_type": "call" },...
214823890
from __future__ import print_function, division from argparse import ArgumentParser import yaml import logging import copy import sys import os import time from subprocess import call from marmot.experiment.import_utils import call_for_each_element, build_object, build_objects, mk_tmp_dir from marmot.experiment.prepr...
null
marmot/experiment/crf_experiment.py
crf_experiment.py
py
12,883
python
en
code
null
code-starcoder2
83
[ { "api_name": "logging.basicConfig", "line_number": 21, "usage_type": "call" }, { "api_name": "logging.INFO", "line_number": 21, "usage_type": "attribute" }, { "api_name": "logging.getLogger", "line_number": 22, "usage_type": "call" }, { "api_name": "marmot.experi...
142165523
#!/usr/bin/env python3 # -*- coding: utf-8 -*- """ Created on Fri Apr 10 16:06:16 2020 @author: js """ import torch import torch.nn as nn from utils_down_resol import DownResolFunction, DownResolModule, DynamicDownResolModule, calcScale num_bits = 8 class BasicBlock(nn.Module): def __init__(self, in_plan...
null
srcs/model_quant.py
model_quant.py
py
7,804
python
en
code
null
code-starcoder2
83
[ { "api_name": "torch.nn.Module", "line_number": 17, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 17, "usage_type": "name" }, { "api_name": "torch.nn.Conv2d", "line_number": 24, "usage_type": "call" }, { "api_name": "torch.nn", "line_nu...
139691351
# -*- coding: utf-8 -*- #!/usr/bin/python3 import sys import argparse class NewickTree(object): """Newick Tree.""" def __init__(self): self.root = None self.node_dict = {} def add_node(self, parent_name, node_name): # First input as root if not self.root: if nod...
null
team_D1_zxu_ehuang/problem2.B.py
problem2.B.py
py
7,492
python
en
code
null
code-starcoder2
83
[ { "api_name": "sys.stderr", "line_number": 16, "usage_type": "attribute" }, { "api_name": "sys.stderr", "line_number": 25, "usage_type": "attribute" }, { "api_name": "sys.stderr", "line_number": 28, "usage_type": "attribute" }, { "api_name": "sys.stderr", "lin...
573264646
import pytest from pyscipopt import Model, quicksum from pyscipopt.scip import Expr, ExprCons def test_string(): PI = 3.141592653589793238462643 NWIRES = 11 DIAMETERS = [0.207, 0.225, 0.244, 0.263, 0.283, 0.307, 0.331, 0.362, 0.394, 0.4375, 0.500] PRELOAD = 300.0 MAXWORKLOAD = 1000.0 MAXDEFLEC...
null
tests/test_nonlinear.py
test_nonlinear.py
py
1,907
python
en
code
null
code-starcoder2
83
[ { "api_name": "pyscipopt.Model", "line_number": 19, "usage_type": "call" }, { "api_name": "pyscipopt.quicksum", "line_number": 51, "usage_type": "call" }, { "api_name": "pyscipopt.quicksum", "line_number": 53, "usage_type": "call" } ]
69503971
from django.conf import settings from django.test import Client from django.test import LiveServerTestCase from selenium import webdriver from . import utils from .pop import goalsPage from .pop import indexPage from .pop import rolesPage from .pop import todosPage from .pop import navbar class InterfaceTests(LiveServ...
null
weekPlaner/calendarManager/tests/tests_interface.py
tests_interface.py
py
1,597
python
en
code
null
code-starcoder2
83
[ { "api_name": "django.test.LiveServerTestCase", "line_number": 12, "usage_type": "name" }, { "api_name": "pop.goalsPage.goalsPage", "line_number": 17, "usage_type": "call" }, { "api_name": "pop.goalsPage", "line_number": 17, "usage_type": "name" }, { "api_name": "...
40642366
import time import tweepy as twitter import os superhour = time.localtime().tm_hour hour = superhour % 12 if hour == 0: hour = 12 sentence = "Tenho %d lágrima%s no canto do mostrador, %s nos Açores%s" if superhour >= 12: if hour == 1: sentence = sentence % (hour, "", "12 lágrimas", "") else: sentence = sente...
null
bonga.py
bonga.py
py
876
python
en
code
null
code-starcoder2
83
[ { "api_name": "time.localtime", "line_number": 5, "usage_type": "call" }, { "api_name": "os.getenv", "line_number": 23, "usage_type": "call" }, { "api_name": "os.getenv", "line_number": 24, "usage_type": "call" }, { "api_name": "os.getenv", "line_number": 25, ...
194858390
__author__ = 'daniel' import matplotlib.pyplot as plt from scipy import ndimage import numpy as np import time import threading import random global my_data path = "/home/daniel/bt-img/test1/" img = ["ball-1.jpg", "ball-2.jpg", "ball-3.jpg", "ball-4.jpg", "ball-5.jpg"] my_data = ndimage.imread(path + random.choice...
null
code/img_handler/matplotlib_show_subplots.py
matplotlib_show_subplots.py
py
1,678
python
en
code
null
code-starcoder2
83
[ { "api_name": "scipy.ndimage.imread", "line_number": 16, "usage_type": "call" }, { "api_name": "scipy.ndimage", "line_number": 16, "usage_type": "name" }, { "api_name": "random.choice", "line_number": 16, "usage_type": "call" }, { "api_name": "threading.Thread", ...
596805772
import os import sys lib_dir = os.path.expanduser('~/proj/ml_lib/') sys.path.append(lib_dir) import numpy as np import matplotlib.pyplot as plt from kernel.kernel_ridge import KernelRidge from kernel.kernels import gaussian_kernel N = 1000 sigma_noise = 0.1 X = np.linspace(0, 2 * np.pi, N).reshape(-1, 1) y = np.sin...
null
demo/kernel_ridge_demo.py
kernel_ridge_demo.py
py
592
python
en
code
null
code-starcoder2
83
[ { "api_name": "os.path.expanduser", "line_number": 4, "usage_type": "call" }, { "api_name": "os.path", "line_number": 4, "usage_type": "attribute" }, { "api_name": "sys.path.append", "line_number": 5, "usage_type": "call" }, { "api_name": "sys.path", "line_num...
192561299
from flask import Flask, render_template, request #from nocache import nocache import ast, requests, boto3, os from datetime import datetime import csv # import plots,copy,random,string # access_key_id = 'ASIA37PBWIRNEDGEMZO2' # secret_access_key = "+QT0v4mCGOxm7" # session_token = '+dP/EIgDIcZgOUcuzlLHRY9glf+/SYI6CBvn...
null
app.py
app.py
py
14,965
python
en
code
null
code-starcoder2
83
[ { "api_name": "flask.Flask", "line_number": 11, "usage_type": "call" }, { "api_name": "boto3.resource", "line_number": 31, "usage_type": "call" }, { "api_name": "flask.request.method", "line_number": 153, "usage_type": "attribute" }, { "api_name": "flask.request",...
179634356
import matplotlib.image as mpimg import matplotlib.pyplot as plt import numpy as np import cv2 import glob import pickle from sklearn.model_selection import train_test_split import dataProcess as dp from sklearn.preprocessing import StandardScaler from sklearn.svm import LinearSVC from sklearn.externals import joblib c...
null
code/training.py
training.py
py
2,033
python
en
code
null
code-starcoder2
83
[ { "api_name": "dataProcess.dataRead", "line_number": 23, "usage_type": "call" }, { "api_name": "dataProcess.extract_features", "line_number": 25, "usage_type": "call" }, { "api_name": "dataProcess.extract_features", "line_number": 30, "usage_type": "call" }, { "ap...
186711611
from django import forms from contactos.models import Pozo, Pertenece, Area, Atiende, Calificacion from contactos.models import Nota, Recordatorio, Llamada from contactos.models import NumeroTelefonico, TipoNumeroTelefonico from empresas.models import Cliente from principal.models import Vendedor class PozoForm(forms....
null
claand/contactos/forms.py
forms.py
py
4,140
python
en
code
null
code-starcoder2
83
[ { "api_name": "django.forms.ModelForm", "line_number": 8, "usage_type": "attribute" }, { "api_name": "django.forms", "line_number": 8, "usage_type": "name" }, { "api_name": "django.forms.CharField", "line_number": 9, "usage_type": "call" }, { "api_name": "django.f...
566790456
import os import numpy as np import pandas as pd import pickle import quandl import time from datetime import datetime import plotly.offline as py import plotly.graph_objs as go import plotly.figure_factory as ff def get_quandl_data(quandl_id): '''Download and cache Quandl dataseries''' cache_path = '{}.pkl'....
null
DataScience/crypto-currency/PriceTracking.py
PriceTracking.py
py
5,637
python
en
code
null
code-starcoder2
83
[ { "api_name": "pickle.load", "line_number": 18, "usage_type": "call" }, { "api_name": "quandl.get", "line_number": 23, "usage_type": "call" }, { "api_name": "pandas.DataFrame", "line_number": 48, "usage_type": "call" }, { "api_name": "plotly.graph_objs.Layout", ...
100791602
import torch import torch.nn as nn import torchvision from . import resnet, resnext, mobilenet, hrnet from lib.nn import SynchronizedBatchNorm2d BatchNorm2d = SynchronizedBatchNorm2d import math class SegmentationModuleBase(nn.Module): def __init__(self): super(SegmentationModuleBase, self).__init__() ...
null
models/models.py
models.py
py
13,391
python
en
code
null
code-starcoder2
83
[ { "api_name": "lib.nn.SynchronizedBatchNorm2d", "line_number": 6, "usage_type": "name" }, { "api_name": "torch.nn.Module", "line_number": 9, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 9, "usage_type": "name" }, { "api_name": "torch.max",...
199128348
import numpy as np from keras.models import Sequential from keras.layers.core import Dense, Dropout, Activation, Flatten from keras.layers.convolutional import Convolution2D, MaxPooling2D from keras.optimizers import SGD from load import DataLoader from scipy.stats import itemfreq loader = DataLoader() loader.load_tr...
null
keras_cnn.py
keras_cnn.py
py
1,640
python
en
code
null
code-starcoder2
83
[ { "api_name": "load.DataLoader", "line_number": 10, "usage_type": "call" }, { "api_name": "numpy.mean", "line_number": 15, "usage_type": "call" }, { "api_name": "keras.models.Sequential", "line_number": 22, "usage_type": "call" }, { "api_name": "keras.layers.convo...
257560395
from django.urls import path from . import views urlpatterns = [ path('', views.principal, name='cliente'), path('crear_cliente/', views.crear), path('modificar_cliente/', views.modificar), path('borrar_cliente/', views.borrar), path('cuentas_cliente/', views.cuentas), path(r'crear_cuenta/(?P...
null
cooperativa2019/ape/modelo/urls.py
urls.py
py
693
python
en
code
null
code-starcoder2
83
[ { "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", ...
508325791
from discord.ext.commands import Bot as BotBase from discord.ext import commands import os PRIFIX = "~" class Bot(BotBase): def __init__(self): self.PRIFIX = PRIFIX super().__init__(command_prefix=PRIFIX) def setup(self): for filename in os.listdir("./lib/cogs"): if filen...
null
lib/bot/__init__.py
__init__.py
py
974
python
en
code
null
code-starcoder2
83
[ { "api_name": "discord.ext.commands.Bot", "line_number": 7, "usage_type": "name" }, { "api_name": "os.listdir", "line_number": 14, "usage_type": "call" } ]
482993743
import itertools as it def erat3( ): D = { 9: 3, 25: 5 } yield 2 yield 3 yield 5 MASK= 1, 0, 1, 1, 0, 1, 1, 0, 1, 0, 0, 1, 1, 0, 0, MODULOS= frozenset( (1, 7, 11, 13, 17, 19, 23, 29) ) for q in it.compress( it.islice(it.count(7), 0, None, 2), it.cycle(MASK)): ...
null
Problems 31 - 40/problem 35/problem 35.py
problem 35.py
py
1,908
python
en
code
null
code-starcoder2
83
[ { "api_name": "itertools.compress", "line_number": 11, "usage_type": "call" }, { "api_name": "itertools.islice", "line_number": 12, "usage_type": "call" }, { "api_name": "itertools.count", "line_number": 12, "usage_type": "call" }, { "api_name": "itertools.cycle",...
391603773
from flask import Blueprint, session, abort, request, current_app, jsonify from flask_login import LoginManager, login_required, current_user, logout_user, login_user from dunder_funk import db login_manager = LoginManager() login_manager.login_view = 'authentication.login' auth_blueprint = Blueprint('authentication...
null
dunder_funk/server/routes/auth.py
auth.py
py
2,562
python
en
code
null
code-starcoder2
83
[ { "api_name": "flask_login.LoginManager", "line_number": 6, "usage_type": "call" }, { "api_name": "flask.Blueprint", "line_number": 9, "usage_type": "call" }, { "api_name": "dunder_funk.db.get_client_by_id", "line_number": 14, "usage_type": "call" }, { "api_name":...
314833730
from rodan.models.workflow import Workflow from rest_framework import serializers from rodan.serializers.page import MinimalPageSerializer from rodan.serializers.workflowjob import WorkflowJobSerializer from rodan.serializers.workflowrun import WorkflowRunSerializer class WorkflowSerializer(serializers.HyperlinkedMod...
null
rodan/serializers/workflow.py
workflow.py
py
1,837
python
en
code
null
code-starcoder2
83
[ { "api_name": "rest_framework.serializers.HyperlinkedModelSerializer", "line_number": 8, "usage_type": "attribute" }, { "api_name": "rest_framework.serializers", "line_number": 8, "usage_type": "name" }, { "api_name": "rest_framework.serializers.HyperlinkedRelatedField", "lin...
18581393
import unittest import torch import numpy as np from nl2prog.nn.nl2code import Predictor, ActionSequenceReader from nl2prog.nn.utils import rnn class TestPredictor(unittest.TestCase): def test_parameters(self): reader = ActionSequenceReader(1, 1, 1, 2, 3) predictor = Predictor(reader, 1, 2, 3, 5)...
null
test/nn/nl2code/test_predictor.py
test_predictor.py
py
1,932
python
en
code
null
code-starcoder2
83
[ { "api_name": "unittest.TestCase", "line_number": 9, "usage_type": "attribute" }, { "api_name": "nl2prog.nn.nl2code.ActionSequenceReader", "line_number": 11, "usage_type": "call" }, { "api_name": "nl2prog.nn.nl2code.Predictor", "line_number": 12, "usage_type": "call" },...
34997065
# -*- coding: utf-8 -*- from scrapy.linkextractors import LinkExtractor from scrapy.http import TextResponse from scrapy.loader import XPathItemLoader from scrapy.loader.processors import TakeFirst from scrapy.selector import HtmlXPathSelector from scrapy.spiders import CrawlSpider from scrapy.spiders import Rule from...
null
malaysia/Spiders/scrapy_Qatar2.py
scrapy_Qatar2.py
py
2,827
python
en
code
null
code-starcoder2
83
[ { "api_name": "scrapy.loader.XPathItemLoader", "line_number": 12, "usage_type": "name" }, { "api_name": "scrapy.loader.processors.TakeFirst", "line_number": 13, "usage_type": "call" }, { "api_name": "scrapy.spiders.CrawlSpider", "line_number": 15, "usage_type": "name" }...
339893920
import requests from projects.golem_api.pages.utils import url, headers DELETE_SUITE_ENDPOINT = '/suite/delete' DUPLICATE_SUITE_ENDPOINT = '/suite/duplicate' RENAME_SUITE_ENDPOINT = '/suite/rename' RUN_SUITE_ENDPOINT = '/suite/run' SAVE_SUITE_ENDPOINT = '/suite/save' RENAME_SUITE_DIRECTORY_ENDPOINT = '/suite/directo...
null
projects/golem_api/pages/suite.py
suite.py
py
2,383
python
en
code
null
code-starcoder2
83
[ { "api_name": "requests.delete", "line_number": 16, "usage_type": "call" }, { "api_name": "projects.golem_api.pages.utils.url", "line_number": 16, "usage_type": "call" }, { "api_name": "projects.golem_api.pages.utils.headers", "line_number": 16, "usage_type": "call" }, ...
340182951
# coding: utf-8 from __future__ import absolute_import from datetime import date, datetime # noqa: F401 from typing import List, Dict # noqa: F401 from openapi_server.models.base_model_ import Model from openapi_server.models.currency_stats import CurrencyStats from openapi_server.models.stats_note import StatsNot...
null
openapi_server/models/stats.py
stats.py
py
5,245
python
en
code
null
code-starcoder2
83
[ { "api_name": "openapi_server.models.base_model_.Model", "line_number": 22, "usage_type": "name" }, { "api_name": "typing.List", "line_number": 43, "usage_type": "name" }, { "api_name": "openapi_server.models.currency_stats.CurrencyStats", "line_number": 43, "usage_type":...
532889033
#!/usr/bin/env python3 ''' The MIT License (MIT) Copyright (c) 2017, 2018 Erik Perillo <erik.perillo@gmail.com> Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the 'Software'), to deal in the Software without restriction, including wit...
null
deeppeek-train-infer/code/train.py
train.py
py
8,439
python
en
code
null
code-starcoder2
83
[ { "api_name": "random.seed", "line_number": 31, "usage_type": "call" }, { "api_name": "config.train", "line_number": 31, "usage_type": "name" }, { "api_name": "numpy.random.seed", "line_number": 32, "usage_type": "call" }, { "api_name": "numpy.random", "line_n...
508799213
#!/usr/bin/env python # -*- coding:utf-8 -*- #生成二维码 from PIL import Image import qrcode def create_qr_code(data, version=7, box_size=10, border=4): """ 参数 version 表示生成二维码的尺寸大小,取值范围是 1 至 40, 最小尺寸 1 会生成 21 * 21 的二维码,version 每增加 1,生成的二维码就会添加 4 尺寸, 例如 version 是 2,则生成 25 * 25 的二维码。 参数 error_correctio...
null
qr_code.py
qr_code.py
py
2,376
python
en
code
null
code-starcoder2
83
[ { "api_name": "qrcode.QRCode", "line_number": 27, "usage_type": "call" }, { "api_name": "qrcode.constants", "line_number": 29, "usage_type": "attribute" }, { "api_name": "qrcode.QRCode", "line_number": 46, "usage_type": "call" }, { "api_name": "qrcode.constants", ...
467828372
# coding=utf-8 import math import logging import getopt import sys logger = logging.getLogger() def convert_axes(qax, qay, qaz, pa, ra, yaw_control=False): """ Axes: Convert the acceleration in g's to earth coordinates, then integrate to convert to speeds in earth's X and Y axes meters per second. M...
null
py/car/nodes/components/accel/qc/utils.py
utils.py
py
11,237
python
en
code
null
code-starcoder2
83
[ { "api_name": "logging.getLogger", "line_number": 7, "usage_type": "call" }, { "api_name": "math.cos", "line_number": 36, "usage_type": "call" }, { "api_name": "math.sin", "line_number": 36, "usage_type": "call" }, { "api_name": "math.cos", "line_number": 37, ...
447965413
import torch import torch.nn as nn import torch.optim as optim from torch.autograd import Variable import numpy as np import json from tqdm import tqdm, trange from utils import TensorboardWriter from network import AE def save_checkpoint(epoch, model, optimizer, path): state = { 'Epoch': epoch, '...
null
original/autoencoder/solver.py
solver.py
py
5,434
python
en
code
null
code-starcoder2
83
[ { "api_name": "torch.save", "line_number": 18, "usage_type": "call" }, { "api_name": "torch.load", "line_number": 22, "usage_type": "call" }, { "api_name": "torch.nn.Linear", "line_number": 35, "usage_type": "call" }, { "api_name": "torch.nn", "line_number": 3...
289919892
#!/home/daniel/anaconda3/bin/python # -*- coding: utf-8 -*- """ ================================================ main_process_trt_data.py ================================================ This program processes TRT data obtaining plots of time series of parameters over the TRT cell trajectory """ # Author: fvj # Lic...
null
src/pyrad_proc/pyrad/EGG-INFO/scripts/main_process_trt_data.py
main_process_trt_data.py
py
10,006
python
en
code
null
code-starcoder2
83
[ { "api_name": "argparse.ArgumentParser", "line_number": 39, "usage_type": "call" }, { "api_name": "datetime.datetime.utcnow", "line_number": 68, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 68, "usage_type": "attribute" }, { "api_name"...
480854253
from django.contrib import admin from users.models import FoodPreference, UserFoodPreference class FoodPreferenceAdmin(admin.ModelAdmin): list_display = ('slug', 'name') class UserFoodPreferenceAdmin(admin.ModelAdmin): list_display = ('user_id', 'preference_id') # Register your models here. admin.site.reg...
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users/admin.py
admin.py
py
428
python
en
code
null
code-starcoder2
83
[ { "api_name": "django.contrib.admin.ModelAdmin", "line_number": 5, "usage_type": "attribute" }, { "api_name": "django.contrib.admin", "line_number": 5, "usage_type": "name" }, { "api_name": "django.contrib.admin.ModelAdmin", "line_number": 9, "usage_type": "attribute" }...