neulab/odex huggingface dataset:
# get all the elements except strings from the list 'lst'.
def f_37004138(lst):
	return [element for element in lst if not isinstance(element, str)]

def check(candidate):
    lst = [1, "hello", "string", 2, 4.46]
    assert candidate(lst) == [1, 2, 4.46]

    lst = ["hello", "string"]
    assert candidate(lst) == []
# Sort a list of dictionaries `list_to_be_sorted` by the value of the dictionary key `name`
def f_72899(list_to_be_sorted):
	return sorted(list_to_be_sorted, key=lambda k: k['name'])

def check(candidate):
    list_to_be_sorted = [{'name': 'Homer', 'age': 39}, {'name': 'Bart', 'age': 10}]
    assert candidate(list_to_be_sorted) == [{'name': 'Bart', 'age': 10}, {'name': 'Homer', 'age': 39}]

    list_to_be_sorted = [{'name': 'ABCD'}, {'name': 'AABCD'}]
    assert candidate(list_to_be_sorted) == [{'name': 'AABCD'}, {'name': 'ABCD'}]
# sort a list of dictionaries `l` by values in key `name` in descending order
def f_72899(l):
	return sorted(l, key=itemgetter('name'), reverse=True)

from operator import itemgetter

def check(candidate):
    list_to_be_sorted = [{'name': 'Homer', 'age': 39}, {'name': 'Bart', 'age': 10}]
    assert candidate(list_to_be_sorted) == [{'name': 'Homer', 'age': 39}, {'name': 'Bart', 'age': 10}]

    list_to_be_sorted = [{'name': 'ABCD'}, {'name': 'AABCD'}]
    assert candidate(list_to_be_sorted) == [{'name': 'ABCD'}, {'name': 'AABCD'}]
# sort a list of dictionaries `list_of_dicts` by `name` values of the dictionary
def f_72899(list_of_dicts):
	list_of_dicts.sort(key=operator.itemgetter('name'))
	return list_of_dicts

import operator

def check(candidate):
    list_to_be_sorted = [{'name': 'Homer', 'age': 39}, {'name': 'Bart', 'age': 10}]
    assert candidate(list_to_be_sorted) == [{'name': 'Bart', 'age': 10}, {'name': 'Homer', 'age': 39}]

    list_to_be_sorted = [{'name': 'ABCD'}, {'name': 'AABCD'}]
    assert candidate(list_to_be_sorted) == [{'name': 'AABCD'}, {'name': 'ABCD'}]
# sort a list of dictionaries `list_of_dicts` by `age` values of the dictionary
def f_72899(list_of_dicts):
	list_of_dicts.sort(key=operator.itemgetter('age'))
	return list_of_dicts

import operator

def check(candidate):
    list_to_be_sorted = [{'name': 'Homer', 'age': 39}, {'name': 'Bart', 'age': 10}]
    assert candidate(list_to_be_sorted) == [{'name': 'Bart', 'age': 10}, {'name': 'Homer', 'age': 39}]

    list_to_be_sorted = [{'name': 'ABCD', 'age': 10}, {'name': 'AABCD', 'age': 9}]
    assert candidate(list_to_be_sorted) == [{'name': 'AABCD', 'age': 9}, {'name': 'ABCD', 'age': 10}]
# sort a Dataframe `df` by the total ocurrences in a column 'scores' group by 'prots'
def f_36402748(df):
	return df.groupby('prots').sum().sort_values('scores', ascending=False)

import pandas as pd 

def check(candidate):
    COLUMN_NAMES = ["chemicals", "prots", "scores"]
    data = [["chemical1", "prot1", 100],["chemical2", "prot2", 50],["chemical3", "prot1", 120]]
    df = pd.DataFrame(data, columns = COLUMN_NAMES)
    assert candidate(df).to_dict() == {'scores': {'prot1': 220, 'prot2': 50}}
# join together with "," elements inside a list indexed with 'category' within a dictionary `trans`
def f_29881993(trans):
	return """,""".join(trans['category'])

def check(candidate):
    trans = {'category':["hello", "world","test"], 'dummy_key':["dummy_val"]}
    assert candidate(trans) == "hello,world,test"
# concatenate array of strings `['A', 'B', 'C', 'D']` into a string
def f_34158494():
	return """""".join(['A', 'B', 'C', 'D'])

def check(candidate):
    assert candidate() == 'ABCD'
# Remove all strings from a list a strings `sents` where the values starts with `@$\t` or `#`
def f_12666897(sents):
	return [x for x in sents if not x.startswith('@$\t') and not x.startswith('#')]

def check(candidate):
    sents = ["@$	abcd", "#453923", "abcd", "hello", "1"]
    assert candidate(sents) == ["abcd", "hello", "1"]

    sents = ["@$	abcd", "@$t453923", "abcd", "hello", "1"]
    assert candidate(sents) == ["@$t453923", "abcd", "hello", "1"]

    sents = ["#tabcd", "##453923", "abcd", "hello", "1"]
    assert candidate(sents) == ["abcd", "hello", "1"]
# sort a list of dictionary `list` first by key `points` and then by `time`
def f_5944630(list):
	list.sort(key=lambda item: (item['points'], item['time']))
	return list

def check(candidate):
    list = [
        {'name':'JOHN', 'points' : 30, 'time' : '0:02:2'},
        {'name':'KARL','points':50,'time': '0:03:00'},
        {'name':'TEST','points':20,'time': '0:03:00'}
    ]
    assert candidate(list) == [
        {'name':'TEST','points':20,'time': '0:03:00'}, 
        {'name':'JOHN', 'points' : 30, 'time' : '0:02:2'},
        {'name':'KARL','points':50,'time': '0:03:00'}
    ]

    list = [
        {'name':'JOHN', 'points' : 30, 'time' : '0:02:2'},
        {'name':'KARL','points':30,'time': '0:03:00'},
        {'name':'TEST','points':30,'time': '0:01:01'}
    ]
    assert candidate(list) == [
        {'name':'TEST','points':30,'time': '0:01:01'},
        {'name':'JOHN', 'points' : 30, 'time' : '0:02:2'},
        {'name':'KARL','points':30,'time': '0:03:00'}
    ]
# convert datetime object `(1970, 1, 1)` to seconds
def f_7852855():
	return datetime.datetime(1970, 1, 1).second

import time
import datetime

def check(candidate):
    assert candidate() == 0
# insert `_suff` before the file extension in `long.file.name.jpg` or replace `_a` with `suff` if it precedes the extension.
def f_2763750():
	return re.sub('(\\_a)?\\.([^\\.]*)$', '_suff.\\2', 'long.file.name.jpg')

import re 

def check(candidate):
    assert candidate() == 'long.file.name_suff.jpg'
# reload a module `module`
def f_6420361(module):
	imp.reload(module)
	return 

import imp
from unittest.mock import Mock

def check(candidate):
    imp.reload = Mock()
    try:
        candidate('ads')
        assert True
    except:
        assert False
# Convert integer `number` into an unassigned integer
def f_19546911(number):
	return struct.unpack('H', struct.pack('h', number))

import struct 

def check(candidate):
    assert candidate(3) == (3,)
# convert int values in list `numlist` to float
def f_9746522(numlist):
	numlist = [float(x) for x in numlist]
	return numlist

def check(candidate):
    assert candidate([3, 4]) == [3.0, 4.0]
# write dataframe `df`, excluding index, to a csv file `filename`
def f_20107570(df, filename):
	df.to_csv(filename, index=False)
	return 

import pandas as pd

def check(candidate):
    file_name = 'a.csv'
    df = pd.DataFrame([1, 2, 3], columns = ['Vals'])
    candidate(df, file_name)
    with open (file_name, 'r') as f:
        lines = f.readlines()
    assert len(lines) == 4
# convert a urllib unquoted string `unescaped` to a json data `json_data`
def f_8740353(unescaped):
	json_data = json.loads(unescaped)
	return json_data

import json 

def check(candidate):
    x = """{
    "Name": "Jennifer Smith",
    "Contact Number": 7867567898,
    "Email": "jen123@gmail.com",
    "Hobbies":["Reading", "Sketching", "Horse Riding"]
    }"""
    assert candidate(x) == {'Hobbies': ['Reading', 'Sketching', 'Horse Riding'], 'Name': 'Jennifer Smith', 'Email': 'jen123@gmail.com', 'Contact Number': 7867567898}
# Create a list containing all ascii characters as its elements
def f_5891453():
	return [chr(i) for i in range(127)]

def check(candidate):
    chars = candidate()
    assert len(chars) == 127
    assert chars == [chr(i) for i in range(127)]
# write `newFileBytes` to a binary file `newFile`
def f_18367007(newFileBytes, newFile):
	newFile.write(struct.pack('5B', *newFileBytes))
	return 

import struct 

def check(candidate):
    newFileBytes = [123, 3, 123, 100, 99]
    file_name = 'f.txt'
    newFile = open(file_name, 'wb')
    candidate(newFileBytes, newFile)
    newFile.close()
    with open (file_name, 'rb') as f:
        lines = f.readlines()
        assert lines == [b'{{dc']
# python regex - check for a capital letter with a following lowercase in string `string`
def f_21805490(string):
	return re.sub('^[A-Z0-9]*(?![a-z])', '', string)

import re 

def check(candidate):
    assert candidate("AASKH317298DIUANFProgramming is fun") == "Programming is fun"
# get the last key of dictionary `dict`
def f_16125229(dict):
	return list(dict.keys())[-1]

def check(candidate):
    assert candidate({'t': 1, 'r': 2}) == 'r'

    assert candidate({'c': 1, 'b': 2, 'a': 1}) == 'a'
# write line "hi there" to file `f`
def f_6159900(f):
	return print('hi there', file=f)

def check(candidate):
    file_name = 'a.txt'
    f = open(file_name, 'w')
    candidate(f)
    f.close()
    with open (file_name, 'r') as f:
        lines = f.readlines()
        assert lines[0] == 'hi there\n'
# write line "hi there" to file `myfile`
def f_6159900(myfile):
	
	f = open(myfile, 'w')
	f.write("hi there\n")
	f.close()

	return 

def check(candidate):
    file_name = 'myfile'
    candidate(file_name)
    with open (file_name, 'r') as f:
        lines = f.readlines()
        assert lines[0] == 'hi there\n'
# write line "Hello" to file `somefile.txt`
def f_6159900():
	
	with open('somefile.txt', 'a') as the_file: 
		the_file.write('Hello\n')

	return 

def check(candidate):
    file_name = 'somefile.txt'
    candidate()
    with open (file_name, 'r') as f:
        lines = f.readlines()
        assert lines[0] == 'Hello\n'
# convert unicode string `s` to ascii
def f_19527279(s):
	return s.encode('iso-8859-15')

def check(candidate):
    assert candidate('table') == b'table'

    assert candidate('hello world!') == b'hello world!'
# Find all numbers and dots from a string `text` using regex
def f_356483(text):
	return re.findall('Test([0-9.]*[0-9]+)', text)

import re 

def check(candidate):
    assert candidate('Test0.9ssd') == ['0.9']

    assert candidate('Test0.0 ..2ssd') == ['0.0']
# execute script 'script.ps1' using 'powershell.exe' shell
def f_38081866():
	return os.system('powershell.exe', 'script.ps1')

import os
from unittest.mock import Mock

def check(candidate):
    os.system = Mock()
    try:
        candidate()
        assert True
    except:
        assert False
# Sort a list of tuples `b` by third item in the tuple
def f_7349646(b):
	b.sort(key=lambda x: x[2])
	return b

def check(candidate):
    b = [(1,2,3), (4,5,6), (7,8,0)]
    assert candidate(b) == [(7,8,0), (1,2,3), (4,5,6)]

    b = [(1,2,'a'), (4,5,'c'), (7,8,'A')]
    assert candidate(b) == [(7,8,'A'), (1,2,'a'), (4,5,'c')]
# create a datetime with the current date & time
def f_10607688():
	return datetime.datetime.now()

import datetime

def check(candidate):
    y = candidate()
    assert y.year >= 2022
# get the index of an integer `1` from a list `lst` if the list also contains boolean items
def f_30843103(lst):
	return next(i for i, x in enumerate(lst) if not isinstance(x, bool) and x == 1)

def check(candidate):
    lst = [True, False, 1, 3]
    assert candidate(lst) == 2
# subtract 13 from every number in a list `a`
def f_4918425(a):
	a[:] = [(x - 13) for x in a]
	return a

def check(candidate):
    a = [14, 15]
    candidate(a)
    assert a == [1, 2]

    a = [float(x) for x in range(13, 20)]
    candidate(a)
    assert a == [0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
# get the highest element in absolute value in a numpy matrix `x`
def f_17794266(x):
	return max(x.min(), x.max(), key=abs)

import numpy as np 

def check(candidate):
    x = np.matrix([[1, 1], [2, -3]])
    assert candidate(x) == -3
# Get all urls within text `s`
def f_30551576(s):
	return re.findall(r'"(http.*?)"', s, re.MULTILINE | re.DOTALL)

import re

def check(candidate):
    s = (
      '     [irrelevant javascript code here]'
      '     sources:[{file:"http://url.com/folder1/v.html",label:"label1"},'
      '     {file:"http://url.com/folder2/v.html",label:"label2"},'
      '     {file:"http://url.com/folder3/v.html",label:"label3"}],'
      '     [irrelevant javascript code here]'
    )
    assert candidate(s) == ['http://url.com/folder1/v.html', 'http://url.com/folder2/v.html', 'http://url.com/folder3/v.html']

    s = (
      '     [irrelevant javascript code here]'
      '     [irrelevant python code here]'
    )
    assert candidate(s) == []
# split a string `mystring` considering the spaces ' '
def f_113534(mystring):
	return mystring.replace(' ', '! !').split('!')

def check(candidate):
    assert candidate("This is the string I want to split") ==       ['This',' ','is',' ','the',' ','string',' ','I',' ','want',' ','to',' ','split']
# open file `path` with mode 'r'
def f_5838735(path):
	return open(path, 'r')

def check(candidate):
    with open('tmp.txt', 'w') as fw: fw.write('hello world!')
    f = candidate('tmp.txt')
    assert f.name == 'tmp.txt'
    assert f.mode == 'r'
# sum elements at the same index in list `data`
def f_36003967(data):
	return [[sum(item) for item in zip(*items)] for items in zip(*data)]

def check(candidate):
    data = [[[5, 10, 30, 24, 100], [1, 9, 25, 49, 81]],
            [[15, 10, 10, 16, 70], [10, 1, 25, 11, 19]],
            [[34, 20, 10, 10, 30], [9, 20, 25, 30, 80]]]
    assert candidate(data) == [[54, 40, 50, 50, 200], [20, 30, 75, 90, 180]]
# add a new axis to array `a`
def f_7635237(a):
	return a[:, (np.newaxis)]

import numpy as np 

def check(candidate):
    data = np.array([[[5, 10, 30, 24, 100], [1, 9, 25, 49, 81]],
            [[15, 10, 10, 16, 70], [10, 1, 25, 11, 19]],
            [[34, 20, 10, 10, 30], [9, 20, 25, 30, 80]]])
    assert candidate(data).tolist() == [[[[  5,  10,  30,  24, 100],
         [  1,   9,  25,  49,  81]]],
       [[[ 15,  10,  10,  16,  70],
         [ 10,   1,  25,  11,  19]]],
       [[[ 34,  20,  10,  10,  30],
         [  9,  20,  25,  30,  80]]]]