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
538727202
# -*- coding: utf-8 -*- ''' Implements a correlated topic model, similar to that described by Blei but using the Bouchard product of sigmoid bounds instead of Laplace approximation. Created on 17 Jan 2014 @author: bryanfeeney ''' from math import log from math import pi from math import e import time from collecti...
null
sidetopics/model/ctm.py
ctm.py
py
23,421
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.float32", "line_number": 39, "usage_type": "attribute" }, { "api_name": "math.log", "line_number": 43, "usage_type": "call" }, { "api_name": "math.pi", "line_number": 43, "usage_type": "name" }, { "api_name": "math.log", "line_number": 44,...
500714832
"""`gen` tests under PEP 563.""" from __future__ import annotations from attr import define from cattr import GenConverter from cattr.gen import make_dict_structure_fn, make_dict_unstructure_fn # These need to be at the top level for `attr.resolve_types` to work. @define class Inner: a: int @define class Oute...
null
tests/test_gen_dict_563.py
test_gen_dict_563.py
py
897
python
en
code
null
code-starcoder2
76
[ { "api_name": "attr.define", "line_number": 11, "usage_type": "name" }, { "api_name": "attr.define", "line_number": 16, "usage_type": "name" }, { "api_name": "attr.define", "line_number": 21, "usage_type": "name" }, { "api_name": "attr.define", "line_number": ...
602165233
import cv2 import os import numpy as np import netCDF4 as nc from matplotlib import pyplot as plt import matplotlib from matplotlib import cm cdict = {'red': ((0.0, 0.0, 0.0), (0.1, 0.5, 0.5), (0.2, 0.0, 0.0), (0.4, 0.2, 0.2), (0.6, 0.0, 0...
null
head.py
head.py
py
6,930
python
en
code
null
code-starcoder2
76
[ { "api_name": "matplotlib.colors.LinearSegmentedColormap", "line_number": 31, "usage_type": "call" }, { "api_name": "matplotlib.colors", "line_number": 31, "usage_type": "attribute" }, { "api_name": "os.listdir", "line_number": 42, "usage_type": "call" }, { "api_n...
632842864
""" PPO: Proximal Policy Optimization Code used to load and test in an environment an already trained agent (Policy) Writen by David Alvarez Charris (david13.ing@gmail.com) """ import gym import numpy as np from gym import wrappers from policy import Policy from utils import Logger, Scaler import os import argparse ...
null
PPO_MTL_LunarLander/test.py
test.py
py
8,592
python
en
code
null
code-starcoder2
76
[ { "api_name": "gym.make", "line_number": 33, "usage_type": "call" }, { "api_name": "os.path.exists", "line_number": 59, "usage_type": "call" }, { "api_name": "os.path", "line_number": 59, "usage_type": "attribute" }, { "api_name": "os.makedirs", "line_number":...
570950428
import torch from models.mpcnn import MPCNN class MPCNNCompHorizAbsOnlyVertU1(MPCNN): def __init__(self, n_word_dim, n_holistic_filters, n_per_dim_filters, filter_widths, hidden_layer_units, num_classes, dropout, ext_feats, attention, wide_conv): super(MPCNNCompHorizAbsOnlyVertU1, self).__init__(n_word_...
null
models/mpcnn_comp_horiz_abs_only_vert_u1.py
mpcnn_comp_horiz_abs_only_vert_u1.py
py
1,812
python
en
code
null
code-starcoder2
76
[ { "api_name": "models.mpcnn.MPCNN", "line_number": 6, "usage_type": "name" }, { "api_name": "torch.cat", "line_number": 33, "usage_type": "call" } ]
507390853
import builtins import logging.config from pathlib import Path from flask import ( Flask, request ) from flask_admin import ( Admin, AdminIndexView, expose ) from flask_basicauth import BasicAuth ########################################################## # patch flask_admin, cause no support for pe...
null
webadmin/webadmin.py
webadmin.py
py
12,852
python
en
code
null
code-starcoder2
76
[ { "api_name": "peewee.Field.model_class", "line_number": 21, "usage_type": "attribute" }, { "api_name": "peewee.Field", "line_number": 21, "usage_type": "name" }, { "api_name": "pathlib.Path", "line_number": 27, "usage_type": "call" }, { "api_name": "core.utils.lo...
531635741
from django.contrib.gis.db import models from django.contrib.auth.models import User from django.db.models.signals import post_save def create_user_profile(sender, instance, created, **kwargs): if created: UserProfile.objects.create(user=instance) post_save.connect(create_user_profile, sender=User) # Cre...
null
miss/models.py
models.py
py
2,294
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.db.models.signals.post_save.connect", "line_number": 9, "usage_type": "call" }, { "api_name": "django.db.models.signals.post_save", "line_number": 9, "usage_type": "name" }, { "api_name": "django.contrib.auth.models.User", "line_number": 9, "usage_ty...
317742951
from copy import copy import json def runtime(key, default_value=None): with open('runtime.json', mode='r') as runtime_file: _runtime = copy(json.load(runtime_file)) if key not in _runtime: return default_value return _runtime[key] def set_runtime(key, value): with open...
null
runtime.py
runtime.py
py
568
python
en
code
null
code-starcoder2
76
[ { "api_name": "copy.copy", "line_number": 7, "usage_type": "call" }, { "api_name": "json.load", "line_number": 7, "usage_type": "call" }, { "api_name": "copy.copy", "line_number": 17, "usage_type": "call" }, { "api_name": "json.load", "line_number": 17, "u...
446153267
import pybullet as p import time import pybullet_data import numpy as np import sophus as sp import matplotlib.pyplot as plt from pybullet_utils import * from particle_filter import * from multiprocessing import Process, Value, Array, shared_memory from renderer import * def tau(x): return (1 - (x - 1) ** 4) ** (...
null
visual_servo_pybullet.py
visual_servo_pybullet.py
py
28,426
python
en
code
null
code-starcoder2
76
[ { "api_name": "pybullet.computeProjectionMatrixFOV", "line_number": 89, "usage_type": "call" }, { "api_name": "pybullet.connect", "line_number": 96, "usage_type": "call" }, { "api_name": "pybullet.GUI", "line_number": 96, "usage_type": "attribute" }, { "api_name":...
4359838
from collections import OrderedDict import json import io import csv import xlsxwriter def load_json(season): with io.open(season + ".json", 'r', encoding='utf8') as json_file: json_data = json.load(json_file, parse_int=True) return json_data def collect_credit_types(json_data): credit_type = []...
null
exporter.py
exporter.py
py
5,178
python
en
code
null
code-starcoder2
76
[ { "api_name": "io.open", "line_number": 9, "usage_type": "call" }, { "api_name": "json.load", "line_number": 10, "usage_type": "call" }, { "api_name": "collections.OrderedDict", "line_number": 32, "usage_type": "call" }, { "api_name": "io.open", "line_number":...
308024412
import time import pyodbc import requests import pandas as pd from io import BytesIO # # SRT_20020_종목별공매도잔고현황 # # 1. 목적 # - KRX 공매도 종합 포털 사이트 크롤링 # - 공매도 통계 -> 공매도 잔고 현황 -> 종목별 공매도 잔고 현황(기간: 2016.06.30-) # # 2. 코멘트 # 2.1 # # # 3. 개선해야될 사항 # 3.1 시장구분(mkt_dt) hard-coding # -> 시...
null
SRT_20020_종목별공매도잔고현황.py
SRT_20020_종목별공매도잔고현황.py
py
7,129
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.DataFrame", "line_number": 38, "usage_type": "call" }, { "api_name": "requests.get", "line_number": 64, "usage_type": "call" }, { "api_name": "requests.post", "line_number": 71, "usage_type": "call" }, { "api_name": "time.sleep", "line_nu...
35240400
# This file is part of sner4 project governed by MIT license, see the LICENSE.txt file. """ controller portmap """ from socket import getservbyport from flask import render_template, request from sqlalchemy import desc, func from sqlalchemy_filters import apply_filters from sner.server.auth.core import role_required...
null
sner/server/visuals/views/portmap.py
portmap.py
py
3,522
python
en
code
null
code-starcoder2
76
[ { "api_name": "sner.server.storage.models.Host", "line_number": 29, "usage_type": "argument" }, { "api_name": "sner.server.extensions.db.session.query", "line_number": 29, "usage_type": "call" }, { "api_name": "sner.server.extensions.db.session", "line_number": 29, "usage...
312144633
#views.py from flask import request, session, redirect, url_for, abort, \ render_template, json, Blueprint from app import app from cache import cached, cache from models import db, User, Article, like_table from security import ts, random_str v = Blueprint('views', __name__) #SYNC @v.route('/') def index(): ...
null
code/views.py
views.py
py
2,936
python
en
code
null
code-starcoder2
76
[ { "api_name": "flask.Blueprint", "line_number": 9, "usage_type": "call" }, { "api_name": "flask.redirect", "line_number": 14, "usage_type": "call" }, { "api_name": "flask.url_for", "line_number": 14, "usage_type": "call" }, { "api_name": "flask.session.get", "...
481511763
# import libraries import argparse import numpy as np import pandas as pd from sklearn.metrics.pairwise import cosine_similarity def mean_similarity(file): """ Computes the average cosine similarity in sparse vectors. Arguments: 'file' - sparse vectors computed from the "gendoc.py" script ...
null
simdoc.py
simdoc.py
py
2,158
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.read_csv", "line_number": 21, "usage_type": "call" }, { "api_name": "numpy.mean", "line_number": 31, "usage_type": "call" }, { "api_name": "sklearn.metrics.pairwise.cosine_similarity", "line_number": 31, "usage_type": "call" }, { "api_name": ...
573601525
import datetime import os import pytest import json import virtool.analyses.migrate from aiohttp.test_utils import make_mocked_coro @pytest.mark.parametrize("skip", [True, False]) async def test_add_subtractions_to_analyses(skip, dbi): """ Test that function assigns subtraction fields to analyses by checking ...
null
tests/analyses/test_migrate.py
test_migrate.py
py
11,145
python
en
code
null
code-starcoder2
76
[ { "api_name": "virtool.analyses.migrate.analyses.migrate.add_subtractions_to_analyses", "line_number": 78, "usage_type": "call" }, { "api_name": "virtool.analyses.migrate.analyses", "line_number": 78, "usage_type": "attribute" }, { "api_name": "virtool.analyses.migrate", "lin...
191671163
from urllib.parse import urlencode from bs4 import BeautifulSoup import grequests import requests # This is the maximum page size allowed. Don't change this page_size = 100 max_concurrent = 20 max_attempts = 5 # Generate url to search for papers def _get_search_url(term): query = urlencode(dict( db='pub...
null
fetch.py
fetch.py
py
2,588
python
en
code
null
code-starcoder2
76
[ { "api_name": "urllib.parse.urlencode", "line_number": 14, "usage_type": "call" }, { "api_name": "urllib.parse.urlencode", "line_number": 25, "usage_type": "call" }, { "api_name": "requests.get", "line_number": 50, "usage_type": "call" }, { "api_name": "bs4.Beauti...
467601692
import re from reportlab.lib.enums import TA_CENTER, TA_JUSTIFY, TA_LEFT, TA_RIGHT from reportlab.lib.styles import ParagraphStyle, StyleSheet1 from reportlab.lib.colors import toColorOrNone, Color from reportlab.lib.units import inch from reportlab.platypus import Paragraph, SimpleDocTemplate, Table, TableStyle from...
null
pdf/items.py
items.py
py
10,176
python
en
code
null
code-starcoder2
76
[ { "api_name": "reportlab.lib.colors.toColorOrNone", "line_number": 17, "usage_type": "call" }, { "api_name": "layout.models.TextStyle.Alignment", "line_number": 21, "usage_type": "attribute" }, { "api_name": "layout.models.TextStyle", "line_number": 21, "usage_type": "nam...
561940068
import gym import math import numpy as np import numpy.random as nprnd import matplotlib.pyplot as plt #bounds inputted x between (-1,1) def sigmoid(x): return ( 1/(1 + np.exp(-x)) ) #selects a random output, favoring the largest one def makeChoice(outputs): return int( outputs[1] > nprnd.random()*(outputs[1]...
null
polecart.py
polecart.py
py
4,038
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.exp", "line_number": 9, "usage_type": "call" }, { "api_name": "numpy.random.random", "line_number": 13, "usage_type": "call" }, { "api_name": "numpy.random", "line_number": 13, "usage_type": "name" }, { "api_name": "gym.make", "line_number...
407251117
# Copyright (c) 2018- Xilinx, Inc (Alessandro Pappalardo) # Copyright (c) 2016- Facebook, Inc (Adam Paszke) # Copyright (c) 2014- Facebook, Inc (Soumith Chintala) # Copyright (c) 2011-2014 Idiap Research Institute (Ronan Collobert) # Copyright (c) 2012-2014 Deepmind Techno...
null
src/brevitas/core/stats/stats_wrapper.py
stats_wrapper.py
py
6,668
python
en
code
null
code-starcoder2
76
[ { "api_name": "brevitas.jit", "line_number": 56, "usage_type": "attribute" }, { "api_name": "torch.nn.Module", "line_number": 61, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 61, "usage_type": "name" }, { "api_name": "typing.Tuple", "l...
473002950
import torch import torch.nn as nn import torch.nn.functional as F import torch.optim as optim import math import numpy as np import numpy.linalg as la from torch.autograd import Variable from sklearn.preprocessing import LabelBinarizer ## define all your models here so that they can be called/chosen by a simple f...
null
AIML_Game_updated/models/mymodel.py
mymodel.py
py
2,262
python
en
code
null
code-starcoder2
76
[ { "api_name": "torch.nn.Module", "line_number": 18, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 18, "usage_type": "name" }, { "api_name": "torch.nn.Linear", "line_number": 21, "usage_type": "call" }, { "api_name": "torch.nn", "line_nu...
618774783
""" --------------------------------------------- License regarding portions of the code below: get_params set_params _get_params _set_params _replace_estimator New BSD License Copyright (c) 2007–2019 The scikit-learn developers. All rights reserved. Redistribution and use in source and binary f...
null
leapy/dask/pipeline/FeaturePipeline.py
FeaturePipeline.py
py
6,008
python
en
code
null
code-starcoder2
76
[ { "api_name": "sklearn.utils.metaestimators._BaseComposition", "line_number": 50, "usage_type": "name" }, { "api_name": "sklearn.externals.six.iteritems", "line_number": 71, "usage_type": "call" }, { "api_name": "sklearn.externals.six", "line_number": 71, "usage_type": "n...
447812976
from alarm.business.alarm_ping import reset_pings from typing import List from django.db import transaction from alarm.use_cases.out_alarm import notify_alarm_status_factory from alarm.models import AlarmStatus, AlarmSchedule def alarm_status_changed(alarm_status: AlarmStatus, force=False): """ Call this met...
null
core/app/alarm/use_cases/alarm_status.py
alarm_status.py
py
3,813
python
en
code
null
code-starcoder2
76
[ { "api_name": "alarm.models.AlarmStatus", "line_number": 9, "usage_type": "name" }, { "api_name": "alarm.use_cases.out_alarm.notify_alarm_status_factory", "line_number": 21, "usage_type": "call" }, { "api_name": "typing.List", "line_number": 24, "usage_type": "name" }, ...
147509157
# coding: UTF-8 from __future__ import unicode_literals import os, re import requests from bs4 import BeautifulSoup class Scraper: '''Класс для скрапинга веб-страниц. Выделяет на странице: - заголовок по тегу <h1> либо <meta name="title"> - основной текст по тегам <p> у блоков <div> с указанн...
null
minread_mod.py
minread_mod.py
py
10,358
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.path.join", "line_number": 48, "usage_type": "call" }, { "api_name": "os.path", "line_number": 48, "usage_type": "attribute" }, { "api_name": "os.getcwd", "line_number": 48, "usage_type": "call" }, { "api_name": "os.path.exists", "line_number...
50846042
import os import json import time import click import parsers import pkgutil import threading import parsers import firebase_admin from datetime import datetime, timedelta from flask import Flask, Blueprint, render_template, request, redirect, abort, url_for from werkzeug.utils import secure_filename from flask_restful...
null
server.py
server.py
py
6,983
python
en
code
null
code-starcoder2
76
[ { "api_name": "flask.Flask", "line_number": 20, "usage_type": "call" }, { "api_name": "flask.Blueprint", "line_number": 21, "usage_type": "call" }, { "api_name": "flask.Blueprint", "line_number": 22, "usage_type": "call" }, { "api_name": "firebase_admin.credential...
344279600
import defineMagnets as magnets import readData as read import matplotlib.pyplot as pyplot import numpy as np import analysis_tools as tools import sys import fitFieldMap_v2 as fit import fieldManipulation as fieldManip import calculateField as field from matplotlib.backends.backend_pdf import PdfPages import polarMeas...
null
MakeSSUFromFittedFields.py
MakeSSUFromFittedFields.py
py
3,702
python
en
code
null
code-starcoder2
76
[ { "api_name": "readData.readFile", "line_number": 16, "usage_type": "call" }, { "api_name": "readData.readFile", "line_number": 17, "usage_type": "call" }, { "api_name": "readData.readFile", "line_number": 18, "usage_type": "call" }, { "api_name": "readData.readFi...
170462075
# -*- coding: utf-8 -*- # # This file is part of REANA. # Copyright (C) 2017, 2018, 2020, 2021 CERN. # # REANA is free software; you can redistribute it and/or modify it # under the terms of the MIT License; see LICENSE file for more details. """REANA client ping tests.""" from click.testing import CliRunner from moc...
null
tests/test_cli_ping.py
test_cli_ping.py
py
2,348
python
en
code
null
code-starcoder2
76
[ { "api_name": "click.testing.CliRunner", "line_number": 22, "usage_type": "call" }, { "api_name": "reana_client.cli.cli", "line_number": 23, "usage_type": "argument" }, { "api_name": "reana_client.config.ERROR_MESSAGES", "line_number": 24, "usage_type": "name" }, { ...
458524350
from typing import Text, Iterable, Callable, Dict, Tuple from django.db import connections from rest_framework import status as st from ..utils import BaseVstObject class BaseBackend(BaseVstObject): __slots__ = ('__health_methods',) def __init__(self): self.__health_methods = {} # typing: Dict ...
null
vstutils/api/health.py
health.py
py
2,274
python
en
code
null
code-starcoder2
76
[ { "api_name": "utils.BaseVstObject", "line_number": 7, "usage_type": "name" }, { "api_name": "typing.Callable", "line_number": 13, "usage_type": "name" }, { "api_name": "rest_framework.status.HTTP_200_OK", "line_number": 15, "usage_type": "attribute" }, { "api_nam...
414040597
from threading import Thread import socket import os, os.path import logging class VideoConversionUnixSocket(Thread) : logging.basicConfig(format='%(asctime)s - %(levelname)s: %(message)s', level=logging.DEBUG) def __init__(self): Thread.__init__(self) self.server = socket.socket(s...
null
back/videoconvunixsocket/videoconversionunixsocket.py
videoconversionunixsocket.py
py
1,887
python
en
code
null
code-starcoder2
76
[ { "api_name": "threading.Thread", "line_number": 6, "usage_type": "name" }, { "api_name": "logging.basicConfig", "line_number": 7, "usage_type": "call" }, { "api_name": "logging.DEBUG", "line_number": 7, "usage_type": "attribute" }, { "api_name": "threading.Thread...
478566429
import decimal from django.db.models import Avg from django.shortcuts import get_object_or_404, render, redirect from django.conf import settings from watson_developer_cloud import AlchemyLanguageV1 from collections import Counter from dishes.models import ( DishPost, Diner, Order, DishRequest, Chef, Bid, Ord...
null
django-project/dishes/views.py
views.py
py
26,586
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.conf.settings", "line_number": 26, "usage_type": "argument" }, { "api_name": "watson_developer_cloud.AlchemyLanguageV1", "line_number": 29, "usage_type": "call" }, { "api_name": "dishes.models.DishPost.objects.filter", "line_number": 32, "usage_type"...
134286775
import time import os import json def read_json(filename): """Returns the JSON string into memory only as READ obj (not for writing)""" with open(filename) as obj: data = json.load(obj) return data def write_json(data, filename): """Writes to the JSON File""" with open(filename, 'w') as ...
null
notecard_modules.py
notecard_modules.py
py
1,364
python
en
code
null
code-starcoder2
76
[ { "api_name": "json.load", "line_number": 9, "usage_type": "call" }, { "api_name": "json.dump", "line_number": 16, "usage_type": "call" }, { "api_name": "time.sleep", "line_number": 45, "usage_type": "call" }, { "api_name": "os.system", "line_number": 46, ...
366913405
#!/usr/bin/python # -*- coding: utf-8 -*- from kivy.app import App from kivy.uix.button import Button from kivy.app import App from kivy.uix.button import Button from kivy.uix.boxlayout import BoxLayout from kivy.uix.label import Label from kivy.uix.textinput import TextInput from kivy.clock import Clock...
null
speedRead.py
speedRead.py
py
1,289
python
en
code
null
code-starcoder2
76
[ { "api_name": "kivy.app.App", "line_number": 17, "usage_type": "name" }, { "api_name": "kivy.uix.boxlayout.BoxLayout", "line_number": 24, "usage_type": "call" }, { "api_name": "kivy.uix.button.Button", "line_number": 26, "usage_type": "call" }, { "api_name": "kivy...
429735545
import numpy as np import pdb A = [[0.6, 0.1, -0.3], [0.5, -0.4, 0,2], [1.0, -0.2, 1.1]] b = [[12], [10], [-1]] A, b = map(np.asarray, (A, b)) x = np.array(([1],[2],[3])) dp = A.dot(x) print(dp) while True: pdb.set_trace() print(np.dot(A, x)) break xn = np.add(np.dot(A,x), b)...
null
test.py
test.py
py
365
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.asarray", "line_number": 12, "usage_type": "attribute" }, { "api_name": "numpy.array", "line_number": 14, "usage_type": "call" }, { "api_name": "pdb.set_trace", "line_number": 20, "usage_type": "call" }, { "api_name": "numpy.dot", "line_nu...
123320836
import numpy as np import pandas as pd from sklearn.pipeline import make_pipeline from sklearn.discriminant_analysis import QuadraticDiscriminantAnalysis from sklearn.model_selection import RepeatedStratifiedKFold, cross_val_score from sklearn.preprocessing import StandardScaler from zipfile import ZipFile # Load Dat...
null
src/models/quadratic_discriminant_analysis.py
quadratic_discriminant_analysis.py
py
2,356
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.read_csv", "line_number": 10, "usage_type": "call" }, { "api_name": "zipfile.ZipFile", "line_number": 10, "usage_type": "call" }, { "api_name": "pandas.factorize", "line_number": 15, "usage_type": "call" }, { "api_name": "sklearn.model_select...
491352435
import numbers import numpy as np from itertools import groupby import torch import torch.nn as nn import torch.nn.functional as F from torch.nn.modules.utils import _pair from hyperseg.models.layers.meta_conv import MetaConv2d from hyperseg.models.layers.meta_sequential import MetaSequential class HyperGen(nn.Module...
null
models/hyperseg_v1_0_unify.py
hyperseg_v1_0_unify.py
py
31,622
python
en
code
null
code-starcoder2
76
[ { "api_name": "torch.nn.Module", "line_number": 12, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 12, "usage_type": "name" }, { "api_name": "torch.flip", "line_number": 55, "usage_type": "call" }, { "api_name": "torch.flip", "line_numbe...
125755822
from __future__ import print_function from future import standard_library standard_library.install_aliases() from builtins import map import csv import glob import os import re import smtplib import socket import sys import tempfile import urllib.request, urllib.parse, urllib.error from email.mime.text import MIMEText ...
null
fabfile.py
fabfile.py
py
21,409
python
en
code
null
code-starcoder2
76
[ { "api_name": "future.standard_library.install_aliases", "line_number": 3, "usage_type": "call" }, { "api_name": "future.standard_library", "line_number": 3, "usage_type": "name" }, { "api_name": "os.path.expanduser", "line_number": 27, "usage_type": "call" }, { "...
199659630
# fractal.py import taichi as ti import numpy as np from mpm_solver import MPMSolver ti.require_version(0, 5, 7) ti.init(arch=ti.x64) n = 320 m = 20 # pixels = ti.var(dt=ti.f32, shape=(n * 2, n)) pixels = ti.Vector(4, dt=ti.f32, shape=(n, n)) MAX_STEPS = 100 MAX_DIST = 100.0 SURF_DIST = 0.01 mpm = MPMSolver(res=(6...
null
SDFSphere.py
SDFSphere.py
py
4,932
python
en
code
null
code-starcoder2
76
[ { "api_name": "taichi.require_version", "line_number": 7, "usage_type": "call" }, { "api_name": "taichi.init", "line_number": 8, "usage_type": "call" }, { "api_name": "taichi.x64", "line_number": 8, "usage_type": "attribute" }, { "api_name": "taichi.Vector", "...
202789591
from functools import wraps from dagster import ( DependencyDefinition, InputDefinition, Output, OutputDefinition, PipelineDefinition, SolidDefinition, check, ) from .asset import Asset class Lakehouse: '''A Lakehouse is a scheme for storing and retrieving assets across heterogeneous...
null
python_modules/libraries/lakehouse/lakehouse/house.py
house.py
py
6,742
python
en
code
null
code-starcoder2
76
[ { "api_name": "asset.computation", "line_number": 95, "usage_type": "attribute" }, { "api_name": "asset.path", "line_number": 96, "usage_type": "attribute" }, { "api_name": "dagster.check.failed", "line_number": 98, "usage_type": "call" }, { "api_name": "dagster.c...
280073159
import os from setuptools import setup from setuptools import find_packages README = open(os.path.join(os.path.dirname(__file__), 'README')).read() os.chdir(os.path.normpath(os.path.join(os.path.abspath(__file__), os.pardir))) setup( name = 'django-embed', version = '0.2.1', packages = find_packages(), ...
null
pypi_install_script/django-embed-0.2.1.tar/setup.py
setup.py
py
1,239
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.path.join", "line_number": 5, "usage_type": "call" }, { "api_name": "os.path", "line_number": 5, "usage_type": "attribute" }, { "api_name": "os.path.dirname", "line_number": 5, "usage_type": "call" }, { "api_name": "os.chdir", "line_number": ...
491140270
from selenium import webdriver import logging logging.basicConfig(filename='test1.log',level=logging.DEBUG,format='%(asctime)s:%(levelname)s:%(message)s') #class logtest: # driver = webdriver.Chrome() # driver.get("https://www.google.com/") # driver.maximize_window() # try: # driver.find_element_by...
null
Exception_Handling.py
Exception_Handling.py
py
1,414
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.basicConfig", "line_number": 4, "usage_type": "call" }, { "api_name": "logging.DEBUG", "line_number": 4, "usage_type": "attribute" }, { "api_name": "logging.debug", "line_number": 27, "usage_type": "call" }, { "api_name": "logging.debug", ...
306413989
import wirc_drp.wirc_object as wo from pathlib import Path import pickle def get_img_name(direc, number, style = 'wirc', img_type = ''): """Gets the image name in WIRC convention This function will take an image directory and number and gives the image name. Args: number (int): The image number. direc (str): ...
null
wirc_spec/io_utils.py
io_utils.py
py
6,050
python
en
code
null
code-starcoder2
76
[ { "api_name": "pathlib.Path", "line_number": 31, "usage_type": "call" }, { "api_name": "pathlib.Path", "line_number": 32, "usage_type": "call" }, { "api_name": "pathlib.Path", "line_number": 33, "usage_type": "call" }, { "api_name": "pathlib.Path", "line_numbe...
263396240
from __future__ import print_function import os import sys import pandas as pd import numpy as np import matplotlib.pyplot as plt import random import pickle import argparse import csv from PIL import Image from tqdm import tqdm import torch import torch.optim as optim import torch.nn as nn import torch.nn.functional a...
null
MNIST Experiment/f_div_peer.py
f_div_peer.py
py
8,459
python
en
code
null
code-starcoder2
76
[ { "api_name": "argparse.ArgumentParser", "line_number": 27, "usage_type": "call" }, { "api_name": "os.environ", "line_number": 39, "usage_type": "attribute" }, { "api_name": "torch.manual_seed", "line_number": 40, "usage_type": "call" }, { "api_name": "torchvision...
39556186
from collections import defaultdict class TrieNode(): def __init__(self): self.children = defaultdict(TrieNode) self.isWord = False class WordDictionary: def __init__(self): self.wordlist = defaultdict(list) def addWord(self, word: str) -> None: if word: sel...
null
solutions-to-leetcode/211_add_and_search_words_data_structure_design.py
211_add_and_search_words_data_structure_design.py
py
1,856
python
en
code
null
code-starcoder2
76
[ { "api_name": "collections.defaultdict", "line_number": 6, "usage_type": "call" }, { "api_name": "collections.defaultdict", "line_number": 13, "usage_type": "call" } ]
33968718
from openpyxl import Workbook from openpyxl import load_workbook from openpyxl.chart import ( AreaChart, Reference, Series, ) import datetime wb = load_workbook('d:/python-execl/log.xlsx') ws = wb.active #print(ws.max_row) #print(ws.max_column) #print(ws.cell(3,2).value) #for row in ws.rows: # for ce...
null
execl/log.py
log.py
py
952
python
en
code
null
code-starcoder2
76
[ { "api_name": "openpyxl.load_workbook", "line_number": 11, "usage_type": "call" }, { "api_name": "openpyxl.chart.AreaChart", "line_number": 31, "usage_type": "call" }, { "api_name": "openpyxl.chart.Reference", "line_number": 37, "usage_type": "call" }, { "api_name...
140576325
''' Created on 3.5.2019 @author: ttesip ''' import sys from db_classes import Common from db_classes import Postgres import numpy as np import math import matplotlib.pyplot as plt import json from sqlalchemy.engine.url import make_url c=Common() params = c.parse_parameters(sys.argv) ps_params = {} ps_params["host"]...
null
src/main/resources/static/python/dailytest.py
dailytest.py
py
2,060
python
en
code
null
code-starcoder2
76
[ { "api_name": "db_classes.Common", "line_number": 17, "usage_type": "call" }, { "api_name": "sys.argv", "line_number": 18, "usage_type": "attribute" }, { "api_name": "sqlalchemy.engine.url.make_url", "line_number": 22, "usage_type": "call" }, { "api_name": "db_cla...
540951463
""" Code from Modeling and Simulation in Python. Copyright 2020 Allen Downey MIT License: https://opensource.org/licenses/MIT """ import logging logger = logging.getLogger(name="modsim.py") # make sure we have Python 3.6 or better import sys if sys.version_info < (3, 6): logger.warning("modsim.py depends on P...
null
modsim/modsim.py
modsim.py
py
22,794
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.getLogger", "line_number": 11, "usage_type": "call" }, { "api_name": "sys.version_info", "line_number": 16, "usage_type": "attribute" }, { "api_name": "matplotlib.pyplot.rcParams", "line_number": 23, "usage_type": "attribute" }, { "api_name"...
640508906
"""Http related parsers and protocol.""" import asyncio import collections import http.server import string import sys import zlib from urllib.parse import SplitResult from wsgiref.handlers import format_date_time import yarl from multidict import CIMultiDict, istr import aiohttp from . import hdrs from .helpers im...
null
aiohttp/http_message.py
http_message.py
py
13,031
python
en
code
null
code-starcoder2
76
[ { "api_name": "string.printable", "line_number": 24, "usage_type": "attribute" }, { "api_name": "sys.version_info", "line_number": 26, "usage_type": "attribute" }, { "api_name": "aiohttp.__version__", "line_number": 26, "usage_type": "attribute" }, { "api_name": "...
360400634
#from slurm_info import info from .ws_info import info from infrastructure.configuration import configuration, param import collections import numpy as np from pathlib2 import Path params = collections.OrderedDict([ ("num_cpgs", param(385730, name = 'num_cpgs')), # 150254 ("kde_mask", param('siblings_mask', na...
null
src/configurations/config_down_GSE131752.py
config_down_GSE131752.py
py
4,249
python
en
code
null
code-starcoder2
76
[ { "api_name": "collections.OrderedDict", "line_number": 8, "usage_type": "call" }, { "api_name": "infrastructure.configuration.param", "line_number": 9, "usage_type": "call" }, { "api_name": "infrastructure.configuration.param", "line_number": 10, "usage_type": "call" }...
73424988
#!/usr/bin/env python3 # -*- coding: utf-8 -*- # @Filename : experiment_water_dgmp # @Date : 01/17/2019 15:57:28 # @Poject : DGMP # @Author : FEI, hfut_jf@aliyun.com # @Desc : use test feature from __future__ import print_function import os import sys sys.path.append(os.path.abspath('/network/rit/lab/c...
null
share/experiment_water_dgmp.py
experiment_water_dgmp.py
py
9,199
python
en
code
null
code-starcoder2
76
[ { "api_name": "sys.path.append", "line_number": 16, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 16, "usage_type": "attribute" }, { "api_name": "os.path.abspath", "line_number": 16, "usage_type": "call" }, { "api_name": "os.path", "line_num...
245948471
""" The Skeleton classes to support strictly defined structures: Structure, Field, StructureReference, ClassReference, TypedField """ from copy import deepcopy from collections import OrderedDict from inspect import Signature, Parameter import sys from typing import get_type_hints, Iterable def make_signature(names,...
null
typedpy/structures.py
structures.py
py
15,695
python
en
code
null
code-starcoder2
76
[ { "api_name": "collections.OrderedDict", "line_number": 24, "usage_type": "call" }, { "api_name": "inspect.Parameter", "line_number": 26, "usage_type": "call" }, { "api_name": "inspect.Parameter.POSITIONAL_OR_KEYWORD", "line_number": 26, "usage_type": "attribute" }, {...
205477525
##################################################################### # Utilities for file input/output and model loading ##################################################################### import numpy as np from sklearn import mixture import xarray as xr import joblib #############################################...
null
src/file_io.py
file_io.py
py
3,363
python
en
code
null
code-starcoder2
76
[ { "api_name": "xarray.open_dataset", "line_number": 23, "usage_type": "call" }, { "api_name": "numpy.loadtxt", "line_number": 35, "usage_type": "call" }, { "api_name": "xarray.open_dataset", "line_number": 45, "usage_type": "call" }, { "api_name": "joblib.dump", ...
242050212
import logging _logger = logging.getLogger(__name__) class Subfsm(object): SUB_EVENT_STOP = 0 SUB_EVENT_START = 1 SUB_EVENT_CONNECTED = 2 SUB_EVENT_DISCONNECTED = 3 SUB_STATE_WAITSTART = 0 SUB_STATE_CONNECTTING = 1 SUB_STATE_WORKING = 2 SUB_STATE_WAITSTOP = 3 SUB...
null
libs/mickey/subfsm.py
subfsm.py
py
2,917
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.getLogger", "line_number": 3, "usage_type": "call" } ]
3834102
from __future__ import print_function, division, absolute_import import warnings from collections import namedtuple import numba from numba import ir, ir_utils, types from numba import compiler as numba_compiler from numba.targets.registry import CPUDispatcher from numba.ir_utils import (mk_unique_var, replace_vars_i...
null
hpat/hiframes.py
hiframes.py
py
94,454
python
en
code
null
code-starcoder2
76
[ { "api_name": "numba.targets.registry.CPUDispatcher", "line_number": 49, "usage_type": "argument" }, { "api_name": "numba.stencilparfor", "line_number": 50, "usage_type": "attribute" }, { "api_name": "numba.ir_utils.remove_call_handlers.append", "line_number": 80, "usage_...
88046075
import pandas as pd import numpy as np from sklearn.metrics import mean_squared_error import lightgbm as lgb from sklearn.model_selection import KFold, StratifiedKFold, GroupKFold from tqdm import tqdm import joblib # defining global variable feature_path = "D:/Deployment/feature.csv" label_path = "D:/Deploy...
null
Deployment_Code/train.py
train.py
py
2,616
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.read_csv", "line_number": 28, "usage_type": "call" }, { "api_name": "sklearn.model_selection.KFold", "line_number": 32, "usage_type": "call" }, { "api_name": "lightgbm.Dataset", "line_number": 41, "usage_type": "call" }, { "api_name": "lightg...
461093282
import sys import keras from keras.callbacks import ModelCheckpoint from keras.utils import plot_model from keras_model_robertawithdrmm import build_keras_model from load_data_robertawithdrmm import * from loss_function import * import numpy as np import os # make sure the argument is good (0 = the python file, 1+ th...
null
Classifer_Roberta_DRMM/run_model_robertawithdrmm.py
run_model_robertawithdrmm.py
py
1,679
python
en
code
null
code-starcoder2
76
[ { "api_name": "sys.argv", "line_number": 13, "usage_type": "attribute" }, { "api_name": "sys.argv", "line_number": 17, "usage_type": "attribute" }, { "api_name": "sys.argv", "line_number": 18, "usage_type": "attribute" }, { "api_name": "sys.argv", "line_number...
291276805
import pymongo from flask import Flask, render_template, request, redirect, url_for app = Flask(__name__) def queryArtistName(name, artists): artist_list = list() for i, artist in enumerate(artists.find({'name':name}).sort('rating.count', -1)): artist_info = artist artist_list.append(artist_in...
null
katsumata/chapter07/knock69.py
knock69.py
py
1,870
python
en
code
null
code-starcoder2
76
[ { "api_name": "flask.Flask", "line_number": 4, "usage_type": "call" }, { "api_name": "flask.render_template", "line_number": 35, "usage_type": "call" }, { "api_name": "flask.request.method", "line_number": 39, "usage_type": "attribute" }, { "api_name": "flask.requ...
371722513
import os import gspread from collections import OrderedDict from oauth2client.service_account import ServiceAccountCredentials lkp_col_name_to_md_name = OrderedDict([ ('Map Service URL', u'map_service'), ('Title', u'title'), ('Technical ...
null
utilities/google_sheet.py
google_sheet.py
py
3,548
python
en
code
null
code-starcoder2
76
[ { "api_name": "collections.OrderedDict", "line_number": 6, "usage_type": "call" }, { "api_name": "os.path.abspath", "line_number": 39, "usage_type": "call" }, { "api_name": "os.path", "line_number": 39, "usage_type": "attribute" }, { "api_name": "os.path.join", ...
462103086
from kombu.mixins import ConsumerMixin from kombu import Exchange, Queue, Connection class Worker(ConsumerMixin): def __init__(self, connection, queues): self.connection = connection # queues 消费哪些队列的消息 self.queues = queues def on_message(self, body, message): # 收到消息后的处理逻辑 ...
null
API_CALLER/Kombu_/demo02.py
demo02.py
py
986
python
en
code
null
code-starcoder2
76
[ { "api_name": "kombu.mixins.ConsumerMixin", "line_number": 5, "usage_type": "name" }, { "api_name": "kombu.Exchange", "line_number": 27, "usage_type": "call" }, { "api_name": "kombu.Queue", "line_number": 28, "usage_type": "call" }, { "api_name": "kombu.Connection...
378144326
import os import glob import sys import numpy as np sys.path.remove('/opt/ros/kinetic/lib/python2.7/dist-packages') import cv2 sys.path.append('/opt/ros/kinetic/lib/python2.7/dist-packages') from math import cos, sin, atan2, degrees, sqrt path = '/home/varunharis/Desktop/Computer Vision/Project 1/FDDB-folds/' pathToI...
null
Face-Detection/Face detection using Adaboost and haar feature extractio/dataset_preparation.py
dataset_preparation.py
py
4,896
python
en
code
null
code-starcoder2
76
[ { "api_name": "sys.path.remove", "line_number": 5, "usage_type": "call" }, { "api_name": "sys.path", "line_number": 5, "usage_type": "attribute" }, { "api_name": "sys.path.append", "line_number": 7, "usage_type": "call" }, { "api_name": "sys.path", "line_numbe...
170251204
import hazelcast client = hazelcast.HazelcastClient( cluster_name="dev", cluster_members=[ "127.0.0.1:5701", "127.0.0.1:5702", "127.0.0.1:5703", ] ) my_map = client.get_map("lab3_8dfddedrf") key = '1' my_map.put_if_absent(key, 0) print('starting') for i in range(10): while True:...
null
optimistic_locking.py
optimistic_locking.py
py
600
python
en
code
null
code-starcoder2
76
[ { "api_name": "hazelcast.HazelcastClient", "line_number": 3, "usage_type": "call" } ]
472360427
# -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import models, migrations import image_cropping.fields class Migration(migrations.Migration): dependencies = [ ('sito', '0009_auto_20150518_1458'), ] operations = [ migrations.AddField( model_name...
null
sito/migrations/0010_auto_20150519_0947.py
0010_auto_20150519_0947.py
py
1,399
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.db.migrations.Migration", "line_number": 8, "usage_type": "attribute" }, { "api_name": "django.db.migrations", "line_number": 8, "usage_type": "name" }, { "api_name": "django.db.migrations.AddField", "line_number": 15, "usage_type": "call" }, { ...
309397803
#!/usr/bin/env python # -*- coding: utf-8 -*- """ Fraunhofer Lines ================ Defines objects for the homemade spectroscope spectrum images of Fraunhofer lines analysis. References ========== .. [1] http://en.wikipedia.org/wiki/Fraunhofer_lines """ from __future__ import division, unicode_literals import bi...
null
colour_spectroscope/fraunhofer_lines.py
fraunhofer_lines.py
py
6,119
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.path.join", "line_number": 47, "usage_type": "call" }, { "api_name": "os.path", "line_number": 47, "usage_type": "attribute" }, { "api_name": "os.path.dirname", "line_number": 47, "usage_type": "call" }, { "api_name": "os.path.join", "line_nu...
448221453
#-*- coding:utf-8 -*- """ get and send mails via POP3 and SMTP. """ from poplib import POP3, POP3_SSL from smtplib import SMTP, SMTP_SSL import logging import sched import time import json import argparse from sys import argv def get_key(d: dict, keys: list, default=None): for key in keys: if key in d: ...
null
tinymail/client.py
client.py
py
5,632
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.debug", "line_number": 28, "usage_type": "call" }, { "api_name": "poplib.POP3_SSL", "line_number": 29, "usage_type": "call" }, { "api_name": "poplib.POP3", "line_number": 29, "usage_type": "call" }, { "api_name": "logging.debug", "line_n...
281151099
from flask import Flask,url_for,redirect,render_template import config # 从flask这个框架中导入Falsk这个类 # 初始化一个Falsk对象 # Flask()需要传递一个参数__name__ # 1.方便flask框架去寻找资源 # 2.方便flask插件比如(Flask-Sqlalchemy)出现错误时,好去寻找问题所在 app = Flask(__name__) app.config.from_object(config) #装饰器(@开头,在函数上面) # 作用:做一个url与视图函数的映射 # 127.0.0.1:5000/ -->去请求h...
null
flask/1_views_templates/first_project/first_project.py
first_project.py
py
2,584
python
en
code
null
code-starcoder2
76
[ { "api_name": "flask.Flask", "line_number": 9, "usage_type": "call" }, { "api_name": "flask.render_template", "line_number": 49, "usage_type": "call" }, { "api_name": "flask.render_template", "line_number": 51, "usage_type": "call" }, { "api_name": "flask.render_t...
615815679
#!/usr/bin/python import cherrypy import wrapper import json from py2neo.neo4j import Direction jsonContentType = [('Content-Type', 'application/json')] class Api(object): wrapper = wrapper.Wrapper() @cherrypy.expose def tag(self, *path, **args): if self.wrapper.hasItemGotTag(int(args['item']), int(args['tag'...
null
api/server.py
server.py
py
3,113
python
en
code
null
code-starcoder2
76
[ { "api_name": "wrapper.Wrapper", "line_number": 12, "usage_type": "call" }, { "api_name": "cherrypy.expose", "line_number": 14, "usage_type": "attribute" }, { "api_name": "cherrypy.expose", "line_number": 21, "usage_type": "attribute" }, { "api_name": "cherrypy.re...
303600543
from PIL import Image import numpy as np import cv2 import matplotlib.pyplot as plt import argparse import os import shutil import projectMethod as pm import sys import csv def createFileList(myDir, format='.png'): fileList = [] print(myDir) for root, dirs, files in os.walk(myDir, topdown=F...
null
genunknownFile.py
genunknownFile.py
py
1,913
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.walk", "line_number": 16, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 19, "usage_type": "call" }, { "api_name": "os.path", "line_number": 19, "usage_type": "attribute" }, { "api_name": "cv2.imread", "line_number": 26,...
302147766
from flask import Flask, render_template, request, redirect, session, flash app = Flask(__name__) app.secret_key = 'ThisIsSecret' @app.route('/') def index(): return render_template('index.html', one=10, two=5) @app.route('/survey', methods=['POST']) def create(): errors = [] if not len(request.form['nam...
null
flask_answersheets/surveyFormValidations/server.py
server.py
py
1,032
python
en
code
null
code-starcoder2
76
[ { "api_name": "flask.Flask", "line_number": 3, "usage_type": "call" }, { "api_name": "flask.render_template", "line_number": 8, "usage_type": "call" }, { "api_name": "flask.request.form", "line_number": 13, "usage_type": "attribute" }, { "api_name": "flask.request...
154799001
#!/usr/bin/env python # std imports, import subprocess import sys import os # 3rd-party import setuptools import setuptools.command.develop import setuptools.command.test here = os.path.dirname(__file__) class SetupDevelop(setuptools.command.develop.develop): def run(self): # ensure a virtualenv is load...
null
setup.py
setup.py
py
2,607
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.path.dirname", "line_number": 12, "usage_type": "call" }, { "api_name": "os.path", "line_number": 12, "usage_type": "attribute" }, { "api_name": "setuptools.command", "line_number": 15, "usage_type": "attribute" }, { "api_name": "os.getenv", ...
599896213
# -*- coding: utf-8 -*- from __future__ import unicode_literals from django.db import migrations, models class Migration(migrations.Migration): dependencies = [ ('records', '0019_auto_20160404_2235'), ] operations = [ migrations.AlterField( model_name='point', na...
null
apps/records/migrations/0020_auto_20160411_2250.py
0020_auto_20160411_2250.py
py
632
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.db.migrations.Migration", "line_number": 7, "usage_type": "attribute" }, { "api_name": "django.db.migrations", "line_number": 7, "usage_type": "name" }, { "api_name": "django.db.migrations.AlterField", "line_number": 14, "usage_type": "call" }, {...
412492811
import cgi, os.path from sklearn.externals import joblib pklfile=os.path.dirname(__file__)+"/freq.pkl" clf=joblib.load(pklfile) def show_form(text,msg=""): print("Content-Type: text/jtml; charset=utf-8") print("") print(""" <html><body><form> <textarea name="text" rows="8" cols="40">{0}</textarea>...
null
jjm_machineweb.py
jjm_machineweb.py
py
447
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.path.path.dirname", "line_number": 4, "usage_type": "call" }, { "api_name": "os.path.path", "line_number": 4, "usage_type": "attribute" }, { "api_name": "os.path", "line_number": 4, "usage_type": "name" }, { "api_name": "sklearn.externals.joblib....
97688745
from .gpt import GPT import json import torch import random import os MAX_LEN = 64 def utts_to_tokens(utts: list, w2i: dict, last_sep=True, cls=True): # 太多依赖了,不要该CLS和SEQ的标识 result = [] if cls: result.append(w2i["[CLS]"]) for utt in utts: temp = [] for char in list(utt): ...
null
nn/bi_model.py
bi_model.py
py
5,779
python
en
code
null
code-starcoder2
76
[ { "api_name": "torch.tensor", "line_number": 31, "usage_type": "call" }, { "api_name": "os.path.join", "line_number": 73, "usage_type": "call" }, { "api_name": "os.path", "line_number": 73, "usage_type": "attribute" }, { "api_name": "json.load", "line_number":...
226105575
# -*- coding: utf-8 -*- # Author: HaiNT # https://leetcode.com/problems/reorder-list/ from typing import Optional, Tuple from collections import deque # Definition for singly-linked list. class ListNode: def __init__(self, val=0, next=None): self.val = val self.next = next class Solution: de...
null
linkedList/143_reorder_list.py
143_reorder_list.py
py
2,842
python
en
code
null
code-starcoder2
76
[ { "api_name": "typing.Tuple", "line_number": 25, "usage_type": "name" }, { "api_name": "typing.Optional", "line_number": 25, "usage_type": "name" }, { "api_name": "typing.Optional", "line_number": 43, "usage_type": "name" } ]
53133080
import pandas as pd from sqlalchemy import create_engine import os def execute_dc_query(reference_id): # Creating database connection engine = create_engine('mysql+mysqldb://cmauser:cma#2k16@150.236.10.40/cmadb_1_1') # Fetching data from table select_data_query = """select * from deviation_...
null
generate_dev_count.py
generate_dev_count.py
py
1,418
python
en
code
null
code-starcoder2
76
[ { "api_name": "sqlalchemy.create_engine", "line_number": 9, "usage_type": "call" }, { "api_name": "pandas.read_sql_query", "line_number": 12, "usage_type": "call" }, { "api_name": "pandas.read_sql_query", "line_number": 34, "usage_type": "call" }, { "api_name": "o...
599370847
# Std libs import glob import logging import os from io import StringIO # third party import pandas as pd import requests from Bio import SeqIO, pairwise2 from Bio.Seq import Seq from Bio.Data import CodonTable from bs4 import BeautifulSoup # from gspread_pandas import Spread, Client # module level from .settings im...
null
src/sadie/reference/imgt.py
imgt.py
py
27,553
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.getLogger", "line_number": 27, "usage_type": "call" }, { "api_name": "Bio.Data.CodonTable.standard_dna_table", "line_number": 28, "usage_type": "attribute" }, { "api_name": "Bio.Data.CodonTable", "line_number": 28, "usage_type": "name" }, { ...
19227338
# Прочитайте содержимое файла moby_clean.txt, полученного в упражнении 10.3. # Используйте словарь для подсчета вхождений каждого слова, # выведите первые 5 самых частых и самых редких слов. def read_file(file): try: with open(file, 'r') as file: content = file.read() return content ...
null
lesson_10/moby_stat.py
moby_stat.py
py
834
python
en
code
null
code-starcoder2
76
[ { "api_name": "collections.Counter", "line_number": 24, "usage_type": "call" }, { "api_name": "collections.Counter", "line_number": 25, "usage_type": "call" } ]
77419548
# vim: tabstop=4 shiftwidth=4 softtabstop=4 # Copyright 2016 Lenovo # # 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 ...
null
confluent_server/confluent/networking/macmap.py
macmap.py
py
9,511
python
en
code
null
code-starcoder2
76
[ { "api_name": "re.compile", "line_number": 48, "usage_type": "call" }, { "api_name": "re.compile", "line_number": 50, "usage_type": "call" }, { "api_name": "re.compile", "line_number": 54, "usage_type": "call" }, { "api_name": "re.compile", "line_number": 55, ...
152739262
""" Produce metadata/content from an URL """ import bz2 import lzma import zlib import mimetypes import urllib.request as urlreq from io import BytesIO, StringIO from re import findall from urllib.error import HTTPError from openpipe.pipeline.engine import ActionRuntime from os.path import splitext from .file_ import A...
null
openpipe/actions/read/from/url_.py
url_.py
py
3,171
python
en
code
null
code-starcoder2
76
[ { "api_name": "openpipe.pipeline.engine.ActionRuntime", "line_number": 17, "usage_type": "name" }, { "api_name": "file_.Action", "line_number": 40, "usage_type": "call" }, { "api_name": "mimetypes.guess_type", "line_number": 45, "usage_type": "call" }, { "api_name...
451141708
__author__ = 'matthew' import numpy as np from collections import defaultdict from parse import * def calc_rel(dwell_time): if dwell_time < 50: return 0 elif dwell_time < 400: return 1 else: return 2 def get_rel_map(eval_file): f = open(eval_file) fr = FileReader(f) ...
null
evaluation.py
evaluation.py
py
3,144
python
en
code
null
code-starcoder2
76
[ { "api_name": "collections.defaultdict", "line_number": 22, "usage_type": "call" }, { "api_name": "numpy.log2", "line_number": 85, "usage_type": "call" }, { "api_name": "numpy.mean", "line_number": 113, "usage_type": "call" } ]
236643084
"""The process responsible for activating the espresso grinder.""" import argparse import RPi.GPIO as GPIO import six import txaio from autobahn.wamp.exception import ApplicationError from autobahn.twisted.wamp import ApplicationSession from autobahn.twisted.wamp import ApplicationRunner from twisted.internet impor...
null
pybob/elektra/espresso_actuator.py
espresso_actuator.py
py
5,034
python
en
code
null
code-starcoder2
76
[ { "api_name": "RPi.GPIO.BCM", "line_number": 17, "usage_type": "attribute" }, { "api_name": "RPi.GPIO", "line_number": 17, "usage_type": "name" }, { "api_name": "autobahn.twisted.wamp.ApplicationSession", "line_number": 27, "usage_type": "name" }, { "api_name": "R...
475385513
# coding: utf-8 from inverse_k import inverse_k from numpy import matrix from mpl_toolkits.mplot3d import axes3d import numpy as np import matplotlib.pyplot as plt from matplotlib import animation def k_phi(R): """ Takes a 3x3 rotation matrix and returns a 3x3 skew-symmetric K rotation matrix and a rotati...
null
test.py
test.py
py
2,636
python
en
code
null
code-starcoder2
76
[ { "api_name": "numpy.arccos", "line_number": 13, "usage_type": "call" }, { "api_name": "numpy.trace", "line_number": 13, "usage_type": "call" }, { "api_name": "numpy.sin", "line_number": 14, "usage_type": "call" }, { "api_name": "numpy.matrix", "line_number": ...
627436650
import urllib import csv import pandas as pd from bs4 import BeautifulSoup def get_letter_pages(): base_url = 'https://www.baseball-reference.com/players/' urls = [] letters = ['a/', 'b/', 'c/', 'd/', 'e/', 'f/', 'g/', 'h/', 'i/', 'j/', 'k/', 'l/', 'm/', 'n/', 'o/', 'p/', 'q/', 'r/', 's/', ...
null
build_datasets.py
build_datasets.py
py
5,810
python
en
code
null
code-starcoder2
76
[ { "api_name": "urllib.request.urlopen", "line_number": 20, "usage_type": "call" }, { "api_name": "urllib.request", "line_number": 20, "usage_type": "attribute" }, { "api_name": "bs4.BeautifulSoup", "line_number": 21, "usage_type": "call" }, { "api_name": "urllib.r...
460250807
#Import the required libraries import altair as alt import pandas as pd import streamlit as st import folium from streamlit_folium import folium_static from shapely.geometry import Point, Polygon from geopy.geocoders import Nominatim from geopy.extra.rate_limiter import RateLimiter import json from urllib.request imp...
null
app.py
app.py
py
7,709
python
en
code
null
code-starcoder2
76
[ { "api_name": "urllib.request.urlopen", "line_number": 16, "usage_type": "call" }, { "api_name": "json.load", "line_number": 17, "usage_type": "call" }, { "api_name": "pandas.read_csv", "line_number": 43, "usage_type": "call" }, { "api_name": "pandas.read_csv", ...
318910237
import argparse import gc import json import os import pickle import pprint import sys import time from datetime import datetime from timeit import default_timer as timer from pathlib import Path from pdb import set_trace as TT from random import randint import cv2 from typing import Tuple import gym import matplotli...
null
evolve.py
evolve.py
py
139,628
python
en
code
null
code-starcoder2
76
[ { "api_name": "warnings.warn", "line_number": 112, "usage_type": "call" }, { "api_name": "graphviz.Digraph", "line_number": 131, "usage_type": "call" }, { "api_name": "copy.copy", "line_number": 154, "usage_type": "call" }, { "api_name": "copy.copy", "line_num...
366956154
# -*- coding: utf-8 -*- from __future__ import unicode_literals from django.shortcuts import render, redirect from discounts_cart.utils import control_promo_codes, recalculation_payment def payment(request): if request.method == 'POST': # Recalculation of payment result = recalculation_payment...
null
examples/payments/views.py
views.py
py
570
python
en
code
null
code-starcoder2
76
[ { "api_name": "discounts_cart.utils.recalculation_payment", "line_number": 14, "usage_type": "call" }, { "api_name": "discounts_cart.utils.control_promo_codes", "line_number": 20, "usage_type": "call" }, { "api_name": "django.shortcuts.redirect", "line_number": 22, "usage...
136300265
from django.conf.urls import patterns, include, url from django.contrib import admin from django.contrib.staticfiles.urls import staticfiles_urlpatterns urlpatterns = patterns('', url(r'^index/', 'core.views.home_page_view', name='homepage'), url(r'^contact/', 'core.views.contact_view', name='contact'), ...
null
PipingScopeApplication/urls.py
urls.py
py
695
python
en
code
null
code-starcoder2
76
[ { "api_name": "django.conf.urls.patterns", "line_number": 6, "usage_type": "call" }, { "api_name": "django.conf.urls.url", "line_number": 7, "usage_type": "call" }, { "api_name": "django.conf.urls.url", "line_number": 8, "usage_type": "call" }, { "api_name": "djan...
327767441
import torch.nn as nn class HorizontalMaxPool2d(nn.Module): def __init__(self): super(HorizontalMaxPool2d, self).__init__() # params@x:输入x实际是经特征提取得到的特征图feature map def forward(self, x): inp_size = x.size() # 水平特征的长度为特征图的宽winp_size[3],其高度为1 # 输出y y = nn.functional.max_pool2...
null
aligned/HorizontalMaxPool2D.py
HorizontalMaxPool2D.py
py
807
python
en
code
null
code-starcoder2
76
[ { "api_name": "torch.nn.Module", "line_number": 3, "usage_type": "attribute" }, { "api_name": "torch.nn", "line_number": 3, "usage_type": "name" }, { "api_name": "torch.nn.functional.max_pool2d", "line_number": 13, "usage_type": "call" }, { "api_name": "torch.nn.f...
327786383
import pybliometrics from pybliometrics.scopus import ScopusSearch from pybliometrics.scopus.exception import Scopus429Error import pandas as pd import numpy as np from sklearn.utils import shuffle import os import multiprocessing from os import system, name import json import time from tqdm import trange from IPython....
null
modules/corpus_generation.py
corpus_generation.py
py
17,542
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.read_excel", "line_number": 40, "usage_type": "call" }, { "api_name": "sklearn.utils.shuffle", "line_number": 46, "usage_type": "call" }, { "api_name": "os.system", "line_number": 148, "usage_type": "call" }, { "api_name": "os.name", "lin...
89868060
"""Data Models module This module declares Marshmallow Data Models of User and Group Resources, as well as Query String Parameters. ma, an instance of Marshmallow from Flask-Marshmallow is declared here and is initialized in Application Factory function. group_schema object provides serialization (dump), deserializa...
null
appusers/models.py
models.py
py
12,462
python
en
code
null
code-starcoder2
76
[ { "api_name": "flask_marshmallow.Marshmallow", "line_number": 49, "usage_type": "call" }, { "api_name": "marshmallow.Schema", "line_number": 51, "usage_type": "name" }, { "api_name": "marshmallow.fields.Integer", "line_number": 53, "usage_type": "call" }, { "api_n...
44271692
from sqlalchemy import ( Table, MetaData, Column, Integer, String, Date, ForeignKey, Float, UniqueConstraint ) from sqlalchemy.orm import mapper, relationship from src.people.domain_models.models import Timezone, Coordinates, Location, \ Person, ContactInfo, PersonalId, Nat, User, LoginInfo metadata = Met...
null
src/people/repository/orm.py
orm.py
py
4,052
python
en
code
null
code-starcoder2
76
[ { "api_name": "sqlalchemy.MetaData", "line_number": 10, "usage_type": "call" }, { "api_name": "sqlalchemy.Table", "line_number": 12, "usage_type": "call" }, { "api_name": "sqlalchemy.Column", "line_number": 14, "usage_type": "call" }, { "api_name": "sqlalchemy.Int...
101461556
# imports import os import mlflow import argparse import pandas as pd import matplotlib.pyplot as plt from sklearn.linear_model import LinearRegression from sklearn.model_selection import train_test_split # define functions def main(args): # enable auto logging mlflow.autolog() # setup parameters pa...
null
cli/jobs/single-step/scikit-learn/diabetes/src/main.py
main.py
py
1,859
python
en
code
null
code-starcoder2
76
[ { "api_name": "mlflow.autolog", "line_number": 15, "usage_type": "call" }, { "api_name": "pandas.read_csv", "line_number": 25, "usage_type": "call" }, { "api_name": "sklearn.model_selection.train_test_split", "line_number": 40, "usage_type": "call" }, { "api_name"...
163078506
import pandas as pd from common import config from common.exception import UnsupportedFileFormatError log = config.get_logger(__name__) def readReviewData(filename: str) -> tuple: """ Read raw review data in CSV format. :param filename: :return: tuple of (reviews, posneg). """ fileExtension ...
null
BizrateDotCom/data_reader.py
data_reader.py
py
1,028
python
en
code
null
code-starcoder2
76
[ { "api_name": "common.config.get_logger", "line_number": 5, "usage_type": "call" }, { "api_name": "common.config", "line_number": 5, "usage_type": "name" }, { "api_name": "common.exception.UnsupportedFileFormatError", "line_number": 18, "usage_type": "call" }, { "...
290059063
import pandas as pd import matplotlib.pyplot as plt import numpy as np data2013 = pd.read_excel("2013 - Election results all districts.xls", skiprows=90) data2017 = pd.read_excel("2017 - Election results all districts.xls", skiprows=138) data2013=data2013[1:17] data2013=data2013.drop(data2013.columns[[1, 2,3,4,6,7,8,...
null
DataScience/LastAssignment/plot.py
plot.py
py
1,572
python
en
code
null
code-starcoder2
76
[ { "api_name": "pandas.read_excel", "line_number": 5, "usage_type": "call" }, { "api_name": "pandas.read_excel", "line_number": 6, "usage_type": "call" }, { "api_name": "matplotlib.pyplot.subplots", "line_number": 24, "usage_type": "call" }, { "api_name": "matplotl...
488670466
#!/usr/bin/python # Authors: Gaetano Carlucci # Giuseppe Cofano from .Monitor import MonitorThread from .Controller import ControllerThread from .ClosedLoopActuator import ClosedLoopActuator from argparse import ArgumentParser from multiprocessing import Process, cpu_count from pyvirtualdisplay import Display...
null
cpu_loader/CPULoadGenerator.py
CPULoadGenerator.py
py
1,918
python
en
code
null
code-starcoder2
76
[ { "api_name": "Monitor.MonitorThread", "line_number": 14, "usage_type": "call" }, { "api_name": "Controller.ControllerThread", "line_number": 17, "usage_type": "call" }, { "api_name": "ClosedLoopActuator.ClosedLoopActuator", "line_number": 20, "usage_type": "call" }, ...
35729629
import numpy as np from mpi4py import MPI import shutil comm = MPI.COMM_WORLD size = comm.Get_size() rank = comm.Get_rank() from utility import Utility class Particle: def __init__(self, pars, temps): self.dim = pars.get_dim() self.tempdim = temps.get_dim() self.pos = np.random.uniform(0....
null
include/automated/particle.py
particle.py
py
2,735
python
en
code
null
code-starcoder2
76
[ { "api_name": "mpi4py.MPI.COMM_WORLD", "line_number": 5, "usage_type": "attribute" }, { "api_name": "mpi4py.MPI", "line_number": 5, "usage_type": "name" }, { "api_name": "numpy.random.uniform", "line_number": 15, "usage_type": "call" }, { "api_name": "numpy.random...
460652155
# -*- coding: utf-8 -*- """ Created on July 2016 @author: Jake Gale 2016 """ from PIL import Image, ImageFilter import pandas as pd import random as rn import math, os, json from tkinter import Tk from tkinter.filedialog import askopenfilename # # # -------------- # HERE WE CAN DEFINE WHETHER WE WANT TO BLUR THE IM...
null
python/previous_code.py
previous_code.py
py
18,868
python
en
code
null
code-starcoder2
76
[ { "api_name": "tkinter.Tk", "line_number": 29, "usage_type": "call" }, { "api_name": "tkinter.filedialog.askopenfilename", "line_number": 30, "usage_type": "call" }, { "api_name": "os.getcwd", "line_number": 30, "usage_type": "call" }, { "api_name": "os.path.isdir...
593368788
from django.contrib.auth.models import User, Group from django.core.exceptions import ObjectDoesNotExist from django.http import HttpResponseBadRequest from rest_framework import viewsets, permissions, status from rest_framework.decorators import detail_route from rest_framework.response import Response from oauth2_pr...
null
api/views.py
views.py
py
4,841
python
en
code
null
code-starcoder2
76
[ { "api_name": "rest_framework.viewsets.ModelViewSet", "line_number": 17, "usage_type": "attribute" }, { "api_name": "rest_framework.viewsets", "line_number": 17, "usage_type": "name" }, { "api_name": "rest_framework.permissions.IsAuthenticated", "line_number": 18, "usage_...
329468853
import codecs import datetime import random speciesURL = "uca_species.html" refURL = "uca_references.html" refsumURL = "uca_refsummary.html" systURL = "uca_systematics.html" commonURL = "uca_common_names.html" photoURL = "uca_photos.html" videoURL = "uca_videos.html" mapURL = "uca_ranges.html" lifeCycleURL = "uca_lif...
null
Old Version/CreatePages.py
CreatePages.py
py
166,936
python
en
code
null
code-starcoder2
76
[ { "api_name": "random.randint", "line_number": 26, "usage_type": "call" }, { "api_name": "codecs.open", "line_number": 630, "usage_type": "call" }, { "api_name": "codecs.open", "line_number": 657, "usage_type": "call" }, { "api_name": "codecs.open", "line_numb...
534673217
#!/usr/bin/python import subprocess import logging import shlex import fcntl import select import sys import os def start_process(child): logging.info('launching %s' % child['name']) child['popen'] = subprocess.Popen(shlex.split(child['cli']), stdout=child['stdout'], stderr=subprocess.PIPE) ...
null
scripts-fik1/launcher.py
launcher.py
py
1,900
python
en
code
null
code-starcoder2
76
[ { "api_name": "logging.info", "line_number": 13, "usage_type": "call" }, { "api_name": "subprocess.Popen", "line_number": 14, "usage_type": "call" }, { "api_name": "shlex.split", "line_number": 14, "usage_type": "call" }, { "api_name": "subprocess.PIPE", "line...
166462388
#!/usr/bin/env python3 import argparse from LogLine import LogLine from tasks import FiveUsersMaxRequest, FiveUsersMaxData, InfectedRequests, UsernameRegularRequests, IpRegularRequests, \ FiveNGram __author__ = 'Trofimov Igor' def error_exit(*args, **kwargs) -> None: """ Функция печатает сообщение об ош...
null
launcher.py
launcher.py
py
4,029
python
en
code
null
code-starcoder2
76
[ { "api_name": "argparse.ArgumentParser", "line_number": 27, "usage_type": "call" }, { "api_name": "tasks.FiveUsersMaxRequest", "line_number": 51, "usage_type": "name" }, { "api_name": "tasks.FiveUsersMaxData", "line_number": 52, "usage_type": "name" }, { "api_name...
275354748
import logging import os import sys import click if os.environ.get("BRS_DEBUG"): LEVEL = logging.DEBUG else: level_name = os.environ.get("BRS_LOG_LEVEL", "INFO") LEVEL = logging._nameToLevel.get(level_name, logging.INFO) logging.basicConfig(format="%(asctime)s - %(levelname)s - %(name)s - %(message)s", le...
null
src/brs/__main__.py
__main__.py
py
666
python
en
code
null
code-starcoder2
76
[ { "api_name": "os.environ.get", "line_number": 6, "usage_type": "call" }, { "api_name": "os.environ", "line_number": 6, "usage_type": "attribute" }, { "api_name": "logging.DEBUG", "line_number": 7, "usage_type": "attribute" }, { "api_name": "os.environ.get", "...
474258555
# -*- coding: utf-8 -*- # python爬取百度资讯, 字符为GBK ''' out字段: public_no bigint 20 编号 topic varchar 50 话题 sensitive_word varchar 50 敏感词 source varchar 10 来源 type varchar 10 类型 theme varchar 50 主题 content text 0 详细内容 public_time datetime 6 发布时间 is_publish tinyint ...
null
app/craw/Spider/topTen.py
topTen.py
py
5,926
python
en
code
null
code-starcoder2
76
[ { "api_name": "datetime.datetime.now", "line_number": 40, "usage_type": "call" }, { "api_name": "datetime.datetime", "line_number": 40, "usage_type": "name" }, { "api_name": "datetime.timedelta", "line_number": 40, "usage_type": "call" }, { "api_name": "datetime.d...