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HumanEval/4
from typing import List def mean_absolute_deviation(numbers: List[float]) -> float: """ For a given list of input numbers, calculate Mean Absolute Deviation around the mean of this dataset. Mean Absolute Deviation is the average absolute difference between each element and a centerpoint (mean in this ...
mean = sum(numbers) / len(numbers) return sum(abs(x - mean) for x in numbers) / len(numbers)
METADATA = { 'author': 'jt', 'dataset': 'test' } def check(candidate): assert abs(candidate([1.0, 2.0, 3.0]) - 2.0/3.0) < 1e-6 assert abs(candidate([1.0, 2.0, 3.0, 4.0]) - 1.0) < 1e-6 assert abs(candidate([1.0, 2.0, 3.0, 4.0, 5.0]) - 6.0/5.0) < 1e-6
mean_absolute_deviation
HumanEval/96
def count_up_to(n): """Implement a function that takes an non-negative integer and returns an array of the first n integers that are prime numbers and less than n. for example: count_up_to(5) => [2,3] count_up_to(11) => [2,3,5,7] count_up_to(0) => [] count_up_to(20) => [2,3,5,7,11,13,17,19]...
primes = [] for i in range(2, n): is_prime = True for j in range(2, i): if i % j == 0: is_prime = False break if is_prime: primes.append(i) return primes
def check(candidate): assert candidate(5) == [2,3] assert candidate(6) == [2,3,5] assert candidate(7) == [2,3,5] assert candidate(10) == [2,3,5,7] assert candidate(0) == [] assert candidate(22) == [2,3,5,7,11,13,17,19] assert candidate(1) == [] assert candidate(18) == [2,3,5,7,11,13,17]...
count_up_to
HumanEval/21
from typing import List def rescale_to_unit(numbers: List[float]) -> List[float]: """ Given list of numbers (of at least two elements), apply a linear transform to that list, such that the smallest number will become 0 and the largest will become 1 >>> rescale_to_unit([1.0, 2.0, 3.0, 4.0, 5.0]) [0.0, ...
min_number = min(numbers) max_number = max(numbers) return [(x - min_number) / (max_number - min_number) for x in numbers]
METADATA = { 'author': 'jt', 'dataset': 'test' } def check(candidate): assert candidate([2.0, 49.9]) == [0.0, 1.0] assert candidate([100.0, 49.9]) == [1.0, 0.0] assert candidate([1.0, 2.0, 3.0, 4.0, 5.0]) == [0.0, 0.25, 0.5, 0.75, 1.0] assert candidate([2.0, 1.0, 5.0, 3.0, 4.0]) == [0.25, 0....
rescale_to_unit
HumanEval/38
def encode_cyclic(s: str): """ returns encoded string by cycling groups of three characters. """ # split string to groups. Each of length 3. groups = [s[(3 * i):min((3 * i + 3), len(s))] for i in range((len(s) + 2) // 3)] # cycle elements in each group. Unless group has fewer elements than 3. ...
return encode_cyclic(encode_cyclic(s))
METADATA = {} def check(candidate): from random import randint, choice import string letters = string.ascii_lowercase for _ in range(100): str = ''.join(choice(letters) for i in range(randint(10, 20))) encoded_str = encode_cyclic(str) assert candidate(encoded_str) == str
decode_cyclic
HumanEval/16
def count_distinct_characters(string: str) -> int: """ Given a string, find out how many distinct characters (regardless of case) does it consist of >>> count_distinct_characters('xyzXYZ') 3 >>> count_distinct_characters('Jerry') 4 """
return len(set(string.lower()))
METADATA = { 'author': 'jt', 'dataset': 'test' } def check(candidate): assert candidate('') == 0 assert candidate('abcde') == 5 assert candidate('abcde' + 'cade' + 'CADE') == 5 assert candidate('aaaaAAAAaaaa') == 1 assert candidate('Jerry jERRY JeRRRY') == 5
count_distinct_characters
HumanEval/68
def pluck(arr): """ "Given an array representing a branch of a tree that has non-negative integer nodes your task is to pluck one of the nodes and return it. The plucked node should be the node with the smallest even value. If multiple nodes with the same smallest even value are found return the no...
if(len(arr) == 0): return [] evens = list(filter(lambda x: x%2 == 0, arr)) if(evens == []): return [] return [min(evens), arr.index(min(evens))]
def check(candidate): # Check some simple cases assert True, "This prints if this assert fails 1 (good for debugging!)" assert candidate([4,2,3]) == [2, 1], "Error" assert candidate([1,2,3]) == [2, 1], "Error" assert candidate([]) == [], "Error" assert candidate([5, 0, 3, 0, 4, 2]) == [0, 1], "...
pluck
HumanEval/117
def select_words(s, n): """Given a string s and a natural number n, you have been tasked to implement a function that returns a list of all words from string s that contain exactly n consonants, in order these words appear in the string s. If the string s is empty then the function should return an e...
result = [] for word in s.split(): n_consonants = 0 for i in range(0, len(word)): if word[i].lower() not in ["a","e","i","o","u"]: n_consonants += 1 if n_consonants == n: result.append(word) return result
def check(candidate): # Check some simple cases assert candidate("Mary had a little lamb", 4) == ["little"], "First test error: " + str(candidate("Mary had a little lamb", 4)) assert candidate("Mary had a little lamb", 3) == ["Mary", "lamb"], "Second test error: " + str(candidate("Mary had a little l...
select_words
HumanEval/133
def sum_squares(lst): """You are given a list of numbers. You need to return the sum of squared numbers in the given list, round each element in the list to the upper int(Ceiling) first. Examples: For lst = [1,2,3] the output should be 14 For lst = [1,4,9] the output should be 98 For lst =...
import math squared = 0 for i in lst: squared += math.ceil(i)**2 return squared
def check(candidate): # Check some simple cases assert candidate([1,2,3])==14, "This prints if this assert fails 1 (good for debugging!)" assert candidate([1.0,2,3])==14, "This prints if this assert fails 1 (good for debugging!)" assert candidate([1,3,5,7])==84, "This prints if this assert fails 1 (goo...
sum_squares
HumanEval/138
def is_equal_to_sum_even(n): """Evaluate whether the given number n can be written as the sum of exactly 4 positive even numbers Example is_equal_to_sum_even(4) == False is_equal_to_sum_even(6) == False is_equal_to_sum_even(8) == True """
return n%2 == 0 and n >= 8
def check(candidate): assert candidate(4) == False assert candidate(6) == False assert candidate(8) == True assert candidate(10) == True assert candidate(11) == False assert candidate(12) == True assert candidate(13) == False assert candidate(16) == True
is_equal_to_sum_even
HumanEval/7
from typing import List def filter_by_substring(strings: List[str], substring: str) -> List[str]: """ Filter an input list of strings only for ones that contain given substring >>> filter_by_substring([], 'a') [] >>> filter_by_substring(['abc', 'bacd', 'cde', 'array'], 'a') ['abc', 'bacd', 'array'...
return [x for x in strings if substring in x]
METADATA = { 'author': 'jt', 'dataset': 'test' } def check(candidate): assert candidate([], 'john') == [] assert candidate(['xxx', 'asd', 'xxy', 'john doe', 'xxxAAA', 'xxx'], 'xxx') == ['xxx', 'xxxAAA', 'xxx'] assert candidate(['xxx', 'asd', 'aaaxxy', 'john doe', 'xxxAAA', 'xxx'], 'xx') == ['xxx...
filter_by_substring
HumanEval/47
def median(l: list): """Return median of elements in the list l. >>> median([3, 1, 2, 4, 5]) 3 >>> median([-10, 4, 6, 1000, 10, 20]) 15.0 """
l = sorted(l) if len(l) % 2 == 1: return l[len(l) // 2] else: return (l[len(l) // 2 - 1] + l[len(l) // 2]) / 2.0
METADATA = {} def check(candidate): assert candidate([3, 1, 2, 4, 5]) == 3 assert candidate([-10, 4, 6, 1000, 10, 20]) == 8.0 assert candidate([5]) == 5 assert candidate([6, 5]) == 5.5 assert candidate([8, 1, 3, 9, 9, 2, 7]) == 7
median
HumanEval/23
def strlen(string: str) -> int: """ Return length of given string >>> strlen('') 0 >>> strlen('abc') 3 """
return len(string)
METADATA = { 'author': 'jt', 'dataset': 'test' } def check(candidate): assert candidate('') == 0 assert candidate('x') == 1 assert candidate('asdasnakj') == 9
strlen
HumanEval/163
def generate_integers(a, b): """ Given two positive integers a and b, return the even digits between a and b, in ascending order. For example: generate_integers(2, 8) => [2, 4, 6, 8] generate_integers(8, 2) => [2, 4, 6, 8] generate_integers(10, 14) => [] """
lower = max(2, min(a, b)) upper = min(8, max(a, b)) return [i for i in range(lower, upper+1) if i % 2 == 0]
def check(candidate): # Check some simple cases assert candidate(2, 10) == [2, 4, 6, 8], "Test 1" assert candidate(10, 2) == [2, 4, 6, 8], "Test 2" assert candidate(132, 2) == [2, 4, 6, 8], "Test 3" assert candidate(17,89) == [], "Test 4" # Check some edge cases that are easy to work out by ha...
generate_integers
HumanEval/81
def numerical_letter_grade(grades): """It is the last week of the semester and the teacher has to give the grades to students. The teacher has been making her own algorithm for grading. The only problem is, she has lost the code she used for grading. She has given you a list of GPAs for some students a...
letter_grade = [] for gpa in grades: if gpa == 4.0: letter_grade.append("A+") elif gpa > 3.7: letter_grade.append("A") elif gpa > 3.3: letter_grade.append("A-") elif gpa > 3.0: letter_grade.append("B+") elif gpa > 2.7: ...
def check(candidate): # Check some simple cases assert candidate([4.0, 3, 1.7, 2, 3.5]) == ['A+', 'B', 'C-', 'C', 'A-'] assert candidate([1.2]) == ['D+'] assert candidate([0.5]) == ['D-'] assert candidate([0.0]) == ['E'] assert candidate([1, 0.3, 1.5, 2.8, 3.3]) == ['D', 'D-', 'C-', 'B', 'B+'] ...
numerical_letter_grade
HumanEval/129
def minPath(grid, k): """ Given a grid with N rows and N columns (N >= 2) and a positive integer k, each cell of the grid contains a value. Every integer in the range [1, N * N] inclusive appears exactly once on the cells of the grid. You have to find the minimum path of length k in the grid. You...
n = len(grid) val = n * n + 1 for i in range(n): for j in range(n): if grid[i][j] == 1: temp = [] if i != 0: temp.append(grid[i - 1][j]) if j != 0: temp.append(grid[i][j - 1]) if i !...
def check(candidate): # Check some simple cases print assert candidate([[1, 2, 3], [4, 5, 6], [7, 8, 9]], 3) == [1, 2, 1] assert candidate([[5, 9, 3], [4, 1, 6], [7, 8, 2]], 1) == [1] assert candidate([[1, 2, 3, 4], [5, 6, 7, 8], [9, 10, 11, 12], [13, 14, 15, 16]], 4) == [1, 2, 1, 2] assert can...
minPath
HumanEval/140
def fix_spaces(text): """ Given a string text, replace all spaces in it with underscores, and if a string has more than 2 consecutive spaces, then replace all consecutive spaces with - fix_spaces("Example") == "Example" fix_spaces("Example 1") == "Example_1" fix_spaces(" Example 2")...
new_text = "" i = 0 start, end = 0, 0 while i < len(text): if text[i] == " ": end += 1 else: if end - start > 2: new_text += "-"+text[i] elif end - start > 0: new_text += "_"*(end - start)+text[i] else: ...
def check(candidate): # Check some simple cases assert candidate("Example") == "Example", "This prints if this assert fails 1 (good for debugging!)" assert candidate("Mudasir Hanif ") == "Mudasir_Hanif_", "This prints if this assert fails 2 (good for debugging!)" assert candidate("Yellow Yellow Dirty ...
fix_spaces
HumanEval/69
def search(lst): ''' You are given a non-empty list of positive integers. Return the greatest integer that is greater than zero, and has a frequency greater than or equal to the value of the integer itself. The frequency of an integer is the number of times it appears in the list. If no such a va...
frq = [0] * (max(lst) + 1) for i in lst: frq[i] += 1; ans = -1 for i in range(1, len(frq)): if frq[i] >= i: ans = i return ans
def check(candidate): # manually generated tests assert candidate([5, 5, 5, 5, 1]) == 1 assert candidate([4, 1, 4, 1, 4, 4]) == 4 assert candidate([3, 3]) == -1 assert candidate([8, 8, 8, 8, 8, 8, 8, 8]) == 8 assert candidate([2, 3, 3, 2, 2]) == 2 # automatically generated tests assert...
search
HumanEval/125
def split_words(txt): ''' Given a string of words, return a list of words split on whitespace, if no whitespaces exists in the text you should split on commas ',' if no commas exists you should return the number of lower-case letters with odd order in the alphabet, ord('a') = 0, ord('b') = 1, ... ord('...
if " " in txt: return txt.split() elif "," in txt: return txt.replace(',',' ').split() else: return len([i for i in txt if i.islower() and ord(i)%2 == 0])
def check(candidate): assert candidate("Hello world!") == ["Hello","world!"] assert candidate("Hello,world!") == ["Hello","world!"] assert candidate("Hello world,!") == ["Hello","world,!"] assert candidate("Hello,Hello,world !") == ["Hello,Hello,world","!"] assert candidate("abcdef") == 3 asser...
split_words
HumanEval/94
def skjkasdkd(lst): """You are given a list of integers. You need to find the largest prime value and return the sum of its digits. Examples: For lst = [0,3,2,1,3,5,7,4,5,5,5,2,181,32,4,32,3,2,32,324,4,3] the output should be 10 For lst = [1,0,1,8,2,4597,2,1,3,40,1,2,1,2,4,2,5,1] the output shoul...
def isPrime(n): for i in range(2,int(n**0.5)+1): if n%i==0: return False return True maxx = 0 i = 0 while i < len(lst): if(lst[i] > maxx and isPrime(lst[i])): maxx = lst[i] i+=1 result = sum(int(digit) for digit in str(maxx)) ...
def check(candidate): # Check some simple cases assert candidate([0,3,2,1,3,5,7,4,5,5,5,2,181,32,4,32,3,2,32,324,4,3]) == 10, "This prints if this assert fails 1 (good for debugging!)" # Check some edge cases that are easy to work out by hand. assert candidate([1,0,1,8,2,4597,2,1,3,40,1,2,1,2,4,2,5,1]...
skjkasdkd
HumanEval/36
def fizz_buzz(n: int): """Return the number of times the digit 7 appears in integers less than n which are divisible by 11 or 13. >>> fizz_buzz(50) 0 >>> fizz_buzz(78) 2 >>> fizz_buzz(79) 3 """
ns = [] for i in range(n): if i % 11 == 0 or i % 13 == 0: ns.append(i) s = ''.join(list(map(str, ns))) ans = 0 for c in s: ans += (c == '7') return ans
METADATA = {} def check(candidate): assert candidate(50) == 0 assert candidate(78) == 2 assert candidate(79) == 3 assert candidate(100) == 3 assert candidate(200) == 6 assert candidate(4000) == 192 assert candidate(10000) == 639 assert candidate(100000) == 8026
fizz_buzz
HumanEval/41
def car_race_collision(n: int): """ Imagine a road that's a perfectly straight infinitely long line. n cars are driving left to right; simultaneously, a different set of n cars are driving right to left. The two sets of cars start out being very far from each other. All cars move in the same s...
return n**2
METADATA = {} def check(candidate): assert candidate(2) == 4 assert candidate(3) == 9 assert candidate(4) == 16 assert candidate(8) == 64 assert candidate(10) == 100
car_race_collision
HumanEval/101
def words_string(s): """ You will be given a string of words separated by commas or spaces. Your task is to split the string into words and return an array of the words. For example: words_string("Hi, my name is John") == ["Hi", "my", "name", "is", "John"] words_string("One, two, three, fo...
if not s: return [] s_list = [] for letter in s: if letter == ',': s_list.append(' ') else: s_list.append(letter) s_list = "".join(s_list) return s_list.split()
def check(candidate): # Check some simple cases assert True, "This prints if this assert fails 1 (good for debugging!)" assert candidate("Hi, my name is John") == ["Hi", "my", "name", "is", "John"] assert candidate("One, two, three, four, five, six") == ["One", "two", "three", "four", "five", "six"] ...
words_string
HumanEval/151
def double_the_difference(lst): ''' Given a list of numbers, return the sum of squares of the numbers in the list that are odd. Ignore numbers that are negative or not integers. double_the_difference([1, 3, 2, 0]) == 1 + 9 + 0 + 0 = 10 double_the_difference([-1, -2, 0]) == 0 double_the_dif...
return sum([i**2 for i in lst if i > 0 and i%2!=0 and "." not in str(i)])
def check(candidate): # Check some simple cases assert candidate([]) == 0 , "This prints if this assert fails 1 (good for debugging!)" assert candidate([5, 4]) == 25 , "This prints if this assert fails 2 (good for debugging!)" assert candidate([0.1, 0.2, 0.3]) == 0 , "This prints if this assert fails 3...
double_the_difference
HumanEval/137
def compare_one(a, b): """ Create a function that takes integers, floats, or strings representing real numbers, and returns the larger variable in its given variable type. Return None if the values are equal. Note: If a real number is represented as a string, the floating point might be . or , ...
temp_a, temp_b = a, b if isinstance(temp_a, str): temp_a = temp_a.replace(',','.') if isinstance(temp_b, str): temp_b = temp_b.replace(',','.') if float(temp_a) == float(temp_b): return None return a if float(temp_a) > float(temp_b) else b
def check(candidate): # Check some simple cases assert candidate(1, 2) == 2 assert candidate(1, 2.5) == 2.5 assert candidate(2, 3) == 3 assert candidate(5, 6) == 6 assert candidate(1, "2,3") == "2,3" assert candidate("5,1", "6") == "6" assert candidate("1", "2") == "2" assert candid...
compare_one
HumanEval/76
def is_simple_power(x, n): """Your task is to write a function that returns true if a number x is a simple power of n and false in other cases. x is a simple power of n if n**int=x For example: is_simple_power(1, 4) => true is_simple_power(2, 2) => true is_simple_power(8, 2) => true is_...
if (n == 1): return (x == 1) power = 1 while (power < x): power = power * n return (power == x)
def check(candidate): # Check some simple cases assert candidate(16, 2)== True, "This prints if this assert fails 1 (good for debugging!)" assert candidate(143214, 16)== False, "This prints if this assert fails 1 (good for debugging!)" assert candidate(4, 2)==True, "This prints if this assert fails 1 (...
is_simple_power
HumanEval/124
def valid_date(date): """You have to write a function which validates a given date string and returns True if the date is valid otherwise False. The date is valid if all of the following rules are satisfied: 1. The date string is not empty. 2. The number of days is not less than 1 or higher than 31...
try: date = date.strip() month, day, year = date.split('-') month, day, year = int(month), int(day), int(year) if month < 1 or month > 12: return False if month in [1,3,5,7,8,10,12] and day < 1 or day > 31: return False if month in [4,6,9,11] a...
def check(candidate): # Check some simple cases assert candidate('03-11-2000') == True assert candidate('15-01-2012') == False assert candidate('04-0-2040') == False assert candidate('06-04-2020') == True assert candidate('01-01-2007') == True assert candidate('03-32-2011') == False ...
valid_date
HumanEval/72
def will_it_fly(q,w): ''' Write a function that returns True if the object q will fly, and False otherwise. The object q will fly if it's balanced (it is a palindromic list) and the sum of its elements is less than or equal the maximum possible weight w. Example: will_it_fly([1, 2], 5) ➞ False ...
if sum(q) > w: return False i, j = 0, len(q)-1 while i<j: if q[i] != q[j]: return False i+=1 j-=1 return True
def check(candidate): # Check some simple cases assert candidate([3, 2, 3], 9) is True assert candidate([1, 2], 5) is False assert candidate([3], 5) is True assert candidate([3, 2, 3], 1) is False # Check some edge cases that are easy to work out by hand. assert candidate([1, 2, 3], 6) is...
will_it_fly
HumanEval/6
from typing import List def parse_nested_parens(paren_string: str) -> List[int]: """ Input to this function is a string represented multiple groups for nested parentheses separated by spaces. For each of the group, output the deepest level of nesting of parentheses. E.g. (()()) has maximum two levels of n...
def parse_paren_group(s): depth = 0 max_depth = 0 for c in s: if c == '(': depth += 1 max_depth = max(depth, max_depth) else: depth -= 1 return max_depth return [parse_paren_group(x) for x in paren_string.s...
METADATA = { 'author': 'jt', 'dataset': 'test' } def check(candidate): assert candidate('(()()) ((())) () ((())()())') == [2, 3, 1, 3] assert candidate('() (()) ((())) (((())))') == [1, 2, 3, 4] assert candidate('(()(())((())))') == [4]
parse_nested_parens
HumanEval/110
def exchange(lst1, lst2): """In this problem, you will implement a function that takes two lists of numbers, and determines whether it is possible to perform an exchange of elements between them to make lst1 a list of only even numbers. There is no limit on the number of exchanged elements between lst1...
odd = 0 even = 0 for i in lst1: if i%2 == 1: odd += 1 for i in lst2: if i%2 == 0: even += 1 if even >= odd: return "YES" return "NO"
def check(candidate): # Check some simple cases assert candidate([1, 2, 3, 4], [1, 2, 3, 4]) == "YES" assert candidate([1, 2, 3, 4], [1, 5, 3, 4]) == "NO" assert candidate([1, 2, 3, 4], [2, 1, 4, 3]) == "YES" assert candidate([5, 7, 3], [2, 6, 4]) == "YES" assert candidate([5, 7, 3], [2, 6, 3]...
exchange
HumanEval/24
def largest_divisor(n: int) -> int: """ For a given number n, find the largest number that divides n evenly, smaller than n >>> largest_divisor(15) 5 """
for i in reversed(range(n)): if n % i == 0: return i
METADATA = { 'author': 'jt', 'dataset': 'test' } def check(candidate): assert candidate(3) == 1 assert candidate(7) == 1 assert candidate(10) == 5 assert candidate(100) == 50 assert candidate(49) == 7
largest_divisor
HumanEval/141
def file_name_check(file_name): """Create a function which takes a string representing a file's name, and returns 'Yes' if the the file's name is valid, and returns 'No' otherwise. A file's name is considered to be valid if and only if all the following conditions are met: - There should not be mo...
suf = ['txt', 'exe', 'dll'] lst = file_name.split(sep='.') if len(lst) != 2: return 'No' if not lst[1] in suf: return 'No' if len(lst[0]) == 0: return 'No' if not lst[0][0].isalpha(): return 'No' t = len([x for x in lst[0] if x.isdigit()]) if t > 3: ...
def check(candidate): # Check some simple cases assert candidate("example.txt") == 'Yes' assert candidate("1example.dll") == 'No' assert candidate('s1sdf3.asd') == 'No' assert candidate('K.dll') == 'Yes' assert candidate('MY16FILE3.exe') == 'Yes' assert candidate('His12FILE94.exe') == 'No' ...
file_name_check
HumanEval/130
def tri(n): """Everyone knows Fibonacci sequence, it was studied deeply by mathematicians in the last couple centuries. However, what people don't know is Tribonacci sequence. Tribonacci sequence is defined by the recurrence: tri(1) = 3 tri(n) = 1 + n / 2, if n is even. tri(n) = tri(n - 1) + ...
if n == 0: return [1] my_tri = [1, 3] for i in range(2, n + 1): if i % 2 == 0: my_tri.append(i / 2 + 1) else: my_tri.append(my_tri[i - 1] + my_tri[i - 2] + (i + 3) / 2) return my_tri
def check(candidate): # Check some simple cases assert candidate(3) == [1, 3, 2.0, 8.0] assert candidate(4) == [1, 3, 2.0, 8.0, 3.0] assert candidate(5) == [1, 3, 2.0, 8.0, 3.0, 15.0] assert candidate(6) == [1, 3, 2.0, 8.0, 3.0, 15.0, 4.0] assert candidate(7) == [1, 3, 2.0, 8.0, 3.0, 15.0,...
tri