HumanEval+
Official shard evalHumanEval+ randomized eval shards from evalplus/humanevalplus:test. Question text lives in S3; Postgres stores only shard metadata and results.
Category: CodingEval type: Shard evalQuestions: 164Shards: 13Runs: 104
Dry-run first:
lmx eval shard humaneval-plus --base-url http://localhost:8000 --questions 116 --dry-runThen submit with a real model and hardware profile:
lmx eval shard humaneval-plus --base-url http://localhost:8000 --questions 116 --model <hfId> --hardware hardware.json --submitScores are pooled by unique question_id; the leaderboard is ranked by Wilson 95% lower bound.
Leaderboard
zai-org/GLM-5.3-Flash · 1 run · 1/13 shards · harness-scoped
95.1%
95% CI 90.7–97.5%
156/164 correct · 100.0% coverage
2
unsloth/gemma-4-26B-A4B-it-GGUF · 1 run · 1/13 shards · harness-scoped
95.1%
95% CI 90.7–97.5%
156/164 correct · 100.0% coverage
3
zai-org/GLM-5.3-Flash · 3 runs · 1/13 shards · harness-scoped
94.5%
95% CI 89.9–97.1%
155/164 correct · 100.0% coverage
4
unsloth/Qwen3.8-27B-GGUF · 1 run · 1/13 shards · harness-scoped
95.0%
95% CI 88.8–97.8%
95/100 correct · 61.0% coverage
5
unsloth/gemma-4-31B-it-GGUF · 1 run · 1/13 shards · harness-scoped
93.3%
95% CI 88.4–96.2%
153/164 correct · 100.0% coverage
6
brandonmusic/GLM-5.3-Flash-tr3-4bpw · 1 run · 1/13 shards · harness-scoped
93.3%
95% CI 88.4–96.2%
153/164 correct · 100.0% coverage
7
HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive · 1 run · 1/13 shards · harness-scoped
94.0%
95% CI 88.1–97.0%
109/116 correct · 70.7% coverage
8
nvidia/Gemma-4-31B-IT-NVFP4 · 32 runs · 5/13 shards · harness-scoped
92.7%
95% CI 87.6–95.8%
152/164 correct · 100.0% coverage
9
deepseek-ai/DeepSeek-V4-Flash · 7 runs · 5/13 shards · harness-scoped
92.7%
95% CI 87.6–95.8%
152/164 correct · 100.0% coverage
10
unsloth/Qwen3.5-27B-GGUF · 1 run · 1/13 shards · harness-scoped
92.7%
95% CI 87.6–95.8%
152/164 correct · 100.0% coverage
11
unsloth/Qwen3.8-27B-GGUF · 8 runs · 2/13 shards · harness-scoped
92.1%
95% CI 86.9–95.3%
151/164 correct · 100.0% coverage
12
nvidia/Qwen3.8-Flash-Next-NVFP4 · 1 run · 1/13 shards · harness-scoped
92.1%
95% CI 86.9–95.3%
151/164 correct · 100.0% coverage
13
local-inference-lab/Qwen3.8-Flash-Next-NVFP4 · 1 run · 1/13 shards · harness-scoped
92.1%
95% CI 86.9–95.3%
151/164 correct · 100.0% coverage
14
HauhauCS/Qwen3.5-27B-Uncensored-HauhauCS-Aggressive · 1 run · 1/13 shards · harness-scoped
92.1%
95% CI 86.9–95.3%
151/164 correct · 100.0% coverage
15
gemma-4-26B-A4B-it-qat-GGUFQ4_K_XL · gguf
unsloth/gemma-4-26B-A4B-it-qat-GGUF · 1 run · 1/13 shards · harness-scoped
93.0%
95% CI 86.3–96.6%
93/100 correct · 61.0% coverage
16
unsloth/Muse-Glimmer-30B-GGUF · 1 run · 1/13 shards · harness-scoped
91.5%
95% CI 86.2–94.8%
150/164 correct · 100.0% coverage
17
unsloth/Muse-Glimmer-30B-GGUF · 1 run · 1/13 shards · harness-scoped
91.5%
95% CI 86.2–94.8%
150/164 correct · 100.0% coverage
18
unsloth/Qwen3.6-35B-A3B-GGUF · 1 run · 1/13 shards · harness-scoped
92.2%
95% CI 85.9–95.9%
107/116 correct · 70.7% coverage
19
unsloth/Qwen3.8-27B-GGUF · 8 runs · 2/13 shards · harness-scoped
90.9%
95% CI 85.5–94.4%
149/164 correct · 100.0% coverage
20
unsloth/Qwen3.6-27B-GGUF · 1 run · 1/13 shards · harness-scoped
90.9%
95% CI 85.5–94.4%
149/164 correct · 100.0% coverage
21
Jackrong/Qwopus3.6-27B-Coder-MTP-GGUF · 1 run · 1/13 shards · harness-scoped
90.9%
95% CI 85.5–94.4%
149/164 correct · 100.0% coverage
22
unsloth/Qwen3.6-35B-A3B-GGUF · 1 run · 1/13 shards · harness-scoped
91.4%
95% CI 84.9–95.3%
106/116 correct · 70.7% coverage
23
jcbtc/Qwen3.6-27b-ROCmFP4-CIRU-CHAOS-SPEED · 1 run · 1/13 shards · harness-scoped
90.5%
95% CI 83.8–94.6%
105/116 correct · 70.7% coverage
24
unsloth/Qwen3.8-27B-GGUF · 1 run · 1/13 shards · harness-scoped
91.0%
95% CI 83.8–95.2%
91/100 correct · 61.0% coverage
25
gemma-4-12b-it-GGUFQ8_K_XL · gguf
unsloth/gemma-4-12b-it-GGUF · 1 run · 1/13 shards · harness-scoped
90.0%
95% CI 82.6–94.5%
90/100 correct · 61.0% coverage
26
unsloth/Qwen3.8-27B-GGUF · 1 run · 1/13 shards · harness-scoped
87.8%
95% CI 81.9–92.0%
144/164 correct · 100.0% coverage
27
HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive · 1 run · 1/13 shards · harness-scoped
87.9%
95% CI 80.8–92.7%
102/116 correct · 70.7% coverage
28
deepseek-ai/DeepSeek-V4-Flash-0731 · 1 run · 1/13 shards · harness-scoped
86.0%
95% CI 79.8–90.5%
141/164 correct · 100.0% coverage
29
peculiar-ragdoll/Unsloth-Ornith-1.5-35B-A3B · 8 runs · 8/13 shards · harness-scoped
80.8%
95% CI 73.8–86.3%
122/151 correct · 92.1% coverage
30
bartowski/Ling-3.0-tiny-GGUF · 6 runs · 1/13 shards · harness-scoped
79.9%
95% CI 73.1–85.3%
131/164 correct · 100.0% coverage
31
prism-ml/Bonsai-27B-gguf · 1 run · 1/13 shards · harness-scoped
80.2%
95% CI 72.0–86.4%
93/116 correct · 70.7% coverage
32
unsloth/Qwen3.8-27B-GGUF · 8 runs · 2/13 shards · harness-scoped
67.1%
95% CI 59.6–73.8%
110/164 correct · 100.0% coverage
Stability— historical rerun transparency
Leaderboard rank uses the canonical latest approved answer per question_id. These metrics include historical submissions too, so reruns and changed answers are visible but do not drive rank.
1 historical run · 164 unique questions
Canonical
95.1%
Row avg
95.1%
Run avg
95.1%
Repeated
0
Changed
0
1 historical run · 164 unique questions
Canonical
95.1%
Row avg
95.1%
Run avg
95.1%
Repeated
0
Changed
0
3 historical runs · 164 unique questions
Canonical
94.5%
Row avg
94.7%
Run avg
94.7%
Repeated
328
Changed
5
1 historical run · 100 unique questions
Canonical
95.0%
Row avg
95.0%
Run avg
95.0%
Repeated
0
Changed
0
1 historical run · 164 unique questions
Canonical
93.3%
Row avg
93.3%
Run avg
93.3%
Repeated
0
Changed
0
1 historical run · 164 unique questions
Canonical
93.3%
Row avg
93.3%
Run avg
93.3%
Repeated
0
Changed
0
1 historical run · 116 unique questions
Canonical
94.0%
Row avg
94.0%
Run avg
94.0%
Repeated
0
Changed
0
32 historical runs · 164 unique questions
Canonical
92.7%
Row avg
93.0%
Run avg
93.0%
Repeated
3,548
Changed
7
7 historical runs · 164 unique questions
Canonical
92.7%
Row avg
86.9%
Run avg
86.9%
Repeated
648
Changed
58
1 historical run · 164 unique questions
Canonical
92.7%
Row avg
92.7%
Run avg
92.7%
Repeated
0
Changed
0
8 historical runs · 164 unique questions
Canonical
92.1%
Row avg
92.0%
Run avg
92.0%
Repeated
1,064
Changed
2
1 historical run · 164 unique questions
Canonical
92.1%
Row avg
92.1%
Run avg
92.1%
Repeated
0
Changed
0
1 historical run · 164 unique questions
Canonical
92.1%
Row avg
92.1%
Run avg
92.1%
Repeated
0
Changed
0
1 historical run · 164 unique questions
Canonical
92.1%
Row avg
92.1%
Run avg
92.1%
Repeated
0
Changed
0
gemma-4-26B-A4B-it-qat-GGUFQ4_K_XL · gguf
0 historical runs · 100 unique questions
Canonical
93.0%
Row avg
—
Run avg
—
Repeated
0
Changed
0
1 historical run · 164 unique questions
Canonical
91.5%
Row avg
91.5%
Run avg
91.5%
Repeated
0
Changed
0
1 historical run · 164 unique questions
Canonical
91.5%
Row avg
91.5%
Run avg
91.5%
Repeated
0
Changed
0
1 historical run · 116 unique questions
Canonical
92.2%
Row avg
92.2%
Run avg
92.2%
Repeated
0
Changed
0
8 historical runs · 164 unique questions
Canonical
90.9%
Row avg
91.2%
Run avg
91.2%
Repeated
1,064
Changed
3
1 historical run · 164 unique questions
Canonical
90.9%
Row avg
90.9%
Run avg
90.9%
Repeated
0
Changed
0
1 historical run · 164 unique questions
Canonical
90.9%
Row avg
90.9%
Run avg
90.9%
Repeated
0
Changed
0
1 historical run · 116 unique questions
Canonical
91.4%
Row avg
91.4%
Run avg
91.4%
Repeated
0
Changed
0
1 historical run · 116 unique questions
Canonical
90.5%
Row avg
90.5%
Run avg
90.5%
Repeated
0
Changed
0
1 historical run · 100 unique questions
Canonical
91.0%
Row avg
91.0%
Run avg
91.0%
Repeated
0
Changed
0
gemma-4-12b-it-GGUFQ8_K_XL · gguf
0 historical runs · 100 unique questions
Canonical
90.0%
Row avg
—
Run avg
—
Repeated
0
Changed
0
1 historical run · 164 unique questions
Canonical
87.8%
Row avg
87.8%
Run avg
87.8%
Repeated
0
Changed
0
1 historical run · 116 unique questions
Canonical
87.9%
Row avg
87.9%
Run avg
87.9%
Repeated
0
Changed
0
1 historical run · 164 unique questions
Canonical
86.0%
Row avg
86.0%
Run avg
86.0%
Repeated
0
Changed
0
8 historical runs · 151 unique questions
Canonical
80.8%
Row avg
79.5%
Run avg
79.5%
Repeated
249
Changed
4
6 historical runs · 164 unique questions
Canonical
79.9%
Row avg
79.9%
Run avg
79.9%
Repeated
820
Changed
0
1 historical run · 116 unique questions
Canonical
80.2%
Row avg
80.2%
Run avg
80.2%
Repeated
0
Changed
0
8 historical runs · 164 unique questions
Canonical
67.1%
Row avg
67.0%
Run avg
67.0%
Repeated
1,064
Changed
0
Runs— sample traces per run
by Per0 · shard 13 · 9/5/2026, 9:38:10 PM · cmtowmni2014cn701yuamx8ez92.1%151/164 correct · 5 correct traces · 5 incorrect traces
by Per0 · shard 13 · 9/5/2026, 9:38:10 PM · cmtowmni2014cn701yuamx8ez
92.1%
Correct samples
sample 1 · humaneval-plus:HumanEval/163pass · 100.0% · 40670ms · 46cd1b674899
Question
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) => []
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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) => []
"""
Agent trace
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) => []
"""
low, high = (a, b) if a <= b else (b, a)
return [digit for digit in (0, 2, 4, 6, 8) if low <= digit <= high]Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 2 · humaneval-plus:HumanEval/155pass · 100.0% · 3489ms · 803353390d0c
Question
def even_odd_count(num):
"""Given an integer. return a tuple that has the number of even and odd digits respectively.
Example:
even_odd_count(-12) ==> (1, 1)
even_odd_count(123) ==> (1, 2)
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def even_odd_count(num):
"""Given an integer. return a tuple that has the number of even and odd digits respectively.
Example:
even_odd_count(-12) ==> (1, 1)
even_odd_count(123) ==> (1, 2)
"""
Agent trace
def even_odd_count(num):
even = 0
odd = 0
for digit in str(abs(num)):
if int(digit) % 2 == 0:
even += 1
else:
odd += 1
return (even, odd)Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 5 · humaneval-plus:HumanEval/33pass · 100.0% · 7304ms · cf7eb4b43f82
Question
def sort_third(l: list):
"""This function takes a list l and returns a list l' such that
l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal
to the values of the corresponding indicies of l, but sorted.
>>> sort_third([1, 2, 3])
[1, 2, 3]
>>> sort_third([5, 6, 3, 4, 8, 9, 2])
[2, 6, 3, 4, 8, 9, 5]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def sort_third(l: list):
"""This function takes a list l and returns a list l' such that
l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal
to the values of the corresponding indicies of l, but sorted.
>>> sort_third([1, 2, 3])
[1, 2, 3]
>>> sort_third([5, 6, 3, 4, 8, 9, 2])
[2, 6, 3, 4, 8, 9, 5]
"""
Agent trace
def sort_third(l: list):
"""This function takes a list l and returns a list l' such that
l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal
to the values of the corresponding indicies of l, but sorted.
>>> sort_third([1, 2, 3])
[1, 2, 3]
>>> sort_third([5, 6, 3, 4, 8, 9, 2])
[2, 6, 3, 4, 8, 9, 5]
"""
result = l[:]
result[::3] = sorted(l[::3])
return resultAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 6 · humaneval-plus:HumanEval/40pass · 100.0% · 20919ms · 438d154c0d9c
Question
def triples_sum_to_zero(l: list):
"""
triples_sum_to_zero takes a list of integers as an input.
it returns True if there are three distinct elements in the list that
sum to zero, and False otherwise.
>>> triples_sum_to_zero([1, 3, 5, 0])
False
>>> triples_sum_to_zero([1, 3, -2, 1])
True
>>> triples_sum_to_zero([1, 2, 3, 7])
False
>>> triples_sum_to_zero([2, 4, -5, 3, 9, 7])
True
>>> triples_sum_to_zero([1])
False
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def triples_sum_to_zero(l: list):
"""
triples_sum_to_zero takes a list of integers as an input.
it returns True if there are three distinct elements in the list that
sum to zero, and False otherwise.
>>> triples_sum_to_zero([1, 3, 5, 0])
False
>>> triples_sum_to_zero([1, 3, -2, 1])
True
>>> triples_sum_to_zero([1, 2, 3, 7])
False
>>> triples_sum_to_zero([2, 4, -5, 3, 9, 7])
True
>>> triples_sum_to_zero([1])
False
"""
Agent trace
def triples_sum_to_zero(l: list):
"""
triples_sum_to_zero takes a list of integers as an input.
it returns True if there are three distinct elements in the list that
sum to zero, and False otherwise.
>>> triples_sum_to_zero([1, 3, 5, 0])
False
>>> triples_sum_to_zero([1, 3, -2, 1])
True
>>> triples_sum_to_zero([1, 2, 3, 7])
False
>>> triples_sum_to_zero([2, 4, -5, 3, 9, 7])
True
>>> triples_sum_to_zero([1])
False
"""
n = len(l)
for i in range(n - 2):
seen = set()
target = -l[i]
for j in range(i + 1, n):
if target - l[j] in seen:
return True
seen.add(l[j])
return FalseAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 7 · humaneval-plus:HumanEval/104pass · 100.0% · 6337ms · a0ede5f5b3ae
Question
def unique_digits(x):
"""Given a list of positive integers x. return a sorted list of all
elements that hasn't any even digit.
Note: Returned list should be sorted in increasing order.
For example:
>>> unique_digits([15, 33, 1422, 1])
[1, 15, 33]
>>> unique_digits([152, 323, 1422, 10])
[]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def unique_digits(x):
"""Given a list of positive integers x. return a sorted list of all
elements that hasn't any even digit.
Note: Returned list should be sorted in increasing order.
For example:
>>> unique_digits([15, 33, 1422, 1])
[1, 15, 33]
>>> unique_digits([152, 323, 1422, 10])
[]
"""
Agent trace
def unique_digits(x):
"""Given a list of positive integers x. return a sorted list of all
elements that hasn't any even digit.
Note: Returned list should be sorted in increasing order.
For example:
>>> unique_digits([15, 33, 1422, 1])
[1, 15, 33]
>>> unique_digits([152, 323, 1422, 10])
[]
"""
return sorted(n for n in x if all(int(d) % 2 == 1 for d in str(n)))Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passIncorrect samples
sample 3 · humaneval-plus:HumanEval/76fail · 0.0% · 1800109ms · baea024f4bf6
Question
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_simple_power(3, 2) => false
is_simple_power(3, 1) => false
is_simple_power(5, 3) => false
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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_simple_power(3, 2) => false
is_simple_power(3, 1) => false
is_simple_power(5, 3) => false
"""
Additional reasoning trace
generation failed: Post "http://127.0.0.1:11000/v1/chat/completions": context deadline exceeded
Extracted:
fail · Gold: passsample 4 · humaneval-plus:HumanEval/116fail · 0.0% · 1008506ms · e424308979c4
Question
def sort_array(arr):
"""
In this Kata, you have to sort an array of non-negative integers according to
number of ones in their binary representation in ascending order.
For similar number of ones, sort based on decimal value.
It must be implemented like this:
>>> sort_array([1, 5, 2, 3, 4]) == [1, 2, 3, 4, 5]
>>> sort_array([-2, -3, -4, -5, -6]) == [-6, -5, -4, -3, -2]
>>> sort_array([1, 0, 2, 3, 4]) [0, 1, 2, 3, 4]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def sort_array(arr):
"""
In this Kata, you have to sort an array of non-negative integers according to
number of ones in their binary representation in ascending order.
For similar number of ones, sort based on decimal value.
It must be implemented like this:
>>> sort_array([1, 5, 2, 3, 4]) == [1, 2, 3, 4, 5]
>>> sort_array([-2, -3, -4, -5, -6]) == [-6, -5, -4, -3, -2]
>>> sort_array([1, 0, 2, 3, 4]) [0, 1, 2, 3, 4]
"""
Agent trace
def sort_array(arr):
return sorted(arr, key=lambda x: (0, x) if x < 0 else (1, bin(x).count('1'), x))Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpg8jdg7es/solution.py", line 37, in <module>
check(sort_array)
File "/tmp/tmpg8jdg7es/solution.py", line 34, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpg8jdg7es/solution.py", line 27, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 12 · humaneval-plus:HumanEval/47fail · 0.0% · 94317ms · f8af5031d1cb
Question
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
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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
"""
Agent trace
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
"""
if not l:
return 0
s = sorted(l)
n = len(s)
if n % 2 == 1:
return s[n // 2]
if n == 2:
return (s[0] + s[1]) / 2
return (s[n // 2] + s[n // 2 + 1]) / 2Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpsu90oywo/solution.py", line 55, in <module>
check(median)
File "/tmp/tmpsu90oywo/solution.py", line 52, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpsu90oywo/solution.py", line 43, in assertion
assert np.allclose(out, exp, rtol=1e-07, atol=atol)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 32 · humaneval-plus:HumanEval/145fail · 0.0% · 352846ms · d5a81ec8d1f0
Question
def order_by_points(nums):
"""
Write a function which sorts the given list of integers
in ascending order according to the sum of their digits.
Note: if there are several items with similar sum of their digits,
order them based on their index in original list.
For example:
>>> order_by_points([1, 11, -1, -11, -12]) == [-1, -11, 1, -12, 11]
>>> order_by_points([]) == []
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def order_by_points(nums):
"""
Write a function which sorts the given list of integers
in ascending order according to the sum of their digits.
Note: if there are several items with similar sum of their digits,
order them based on their index in original list.
For example:
>>> order_by_points([1, 11, -1, -11, -12]) == [-1, -11, 1, -12, 11]
>>> order_by_points([]) == []
"""
Agent trace
def order_by_points(nums):
"""
Write a function which sorts the given list of integers
in ascending order according to the sum of their digits.
Note: if there are several items with similar sum of their digits,
order them based on their index in original list.
For example:
>>> order_by_points([1, 11, -1, -11, -12]) == [-1, -11, 1, -12, 11]
>>> order_by_points([]) == []
"""
def digit_sum(n):
return sum(-2 if ch == '-' else int(ch) for ch in str(n))
return [
num
for _, num in sorted(
enumerate(nums),
key=lambda item: (digit_sum(item[1]), item[0])
)
]Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmp54yelf7a/solution.py", line 56, in <module>
check(order_by_points)
File "/tmp/tmp54yelf7a/solution.py", line 53, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmp54yelf7a/solution.py", line 46, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 46 · humaneval-plus:HumanEval/91fail · 0.0% · 1800183ms · 57147f23be53
Question
def is_bored(S):
"""
You'll be given a string of words, and your task is to count the number
of boredoms. A boredom is a sentence that starts with the word "I".
Sentences are delimited by '.', '?' or '!'.
For example:
>>> is_bored("Hello world")
0
>>> is_bored("The sky is blue. The sun is shining. I love this weather")
1
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_bored(S):
"""
You'll be given a string of words, and your task is to count the number
of boredoms. A boredom is a sentence that starts with the word "I".
Sentences are delimited by '.', '?' or '!'.
For example:
>>> is_bored("Hello world")
0
>>> is_bored("The sky is blue. The sun is shining. I love this weather")
1
"""
Additional reasoning trace
generation failed: Post "http://127.0.0.1:11000/v1/chat/completions": context deadline exceeded
Extracted:
fail · Gold: passby Per0 · shard 12 · 9/4/2026, 3:39:51 AM · cmtmeo2ca00s2l601v2wprgml86.0%141/164 correct · 5 correct traces · 5 incorrect traces
by Per0 · shard 12 · 9/4/2026, 3:39:51 AM · cmtmeo2ca00s2l601v2wprgml
86.0%
Correct samples
sample 1 · humaneval-plus:HumanEval/135pass · 100.0% · 2959ms · cc8c075e688c
Question
def can_arrange(arr):
"""Create a function which returns the largest index of an element which
is not greater than or equal to the element immediately preceding it. If
no such element exists then return -1. The given array will not contain
duplicate values.
Examples:
can_arrange([1,2,4,3,5]) = 3
can_arrange([1,2,3]) = -1
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def can_arrange(arr):
"""Create a function which returns the largest index of an element which
is not greater than or equal to the element immediately preceding it. If
no such element exists then return -1. The given array will not contain
duplicate values.
Examples:
can_arrange([1,2,4,3,5]) = 3
can_arrange([1,2,3]) = -1
"""
Agent trace
def can_arrange(arr):
for i in range(len(arr) - 1, 0, -1):
if arr[i] < arr[i - 1]:
return i
return -1Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 3 · humaneval-plus:HumanEval/26pass · 100.0% · 3885ms · 389d17da1ee8
Question
from typing import List
def remove_duplicates(numbers: List[int]) -> List[int]:
""" From a list of integers, remove all elements that occur more than once.
Keep order of elements left the same as in the input.
>>> remove_duplicates([1, 2, 3, 2, 4])
[1, 3, 4]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
from typing import List
def remove_duplicates(numbers: List[int]) -> List[int]:
""" From a list of integers, remove all elements that occur more than once.
Keep order of elements left the same as in the input.
>>> remove_duplicates([1, 2, 3, 2, 4])
[1, 3, 4]
"""
Agent trace
from typing import List
from collections import Counter
def remove_duplicates(numbers: List[int]) -> List[int]:
counts = Counter(numbers)
return [num for num in numbers if counts[num] == 1]Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 4 · humaneval-plus:HumanEval/6pass · 100.0% · 3793ms · fa282294dbc8
Question
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 nesting while ((())) has three.
>>> parse_nested_parens('(()()) ((())) () ((())()())')
[2, 3, 1, 3]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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 nesting while ((())) has three.
>>> parse_nested_parens('(()()) ((())) () ((())()())')
[2, 3, 1, 3]
"""
Agent trace
from typing import List
def parse_nested_parens(paren_string: str) -> List[int]:
result = []
for group in paren_string.split():
depth = 0
max_depth = 0
for ch in group:
if ch == '(':
depth += 1
if depth > max_depth:
max_depth = depth
elif ch == ')':
depth -= 1
result.append(max_depth)
return resultAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 5 · humaneval-plus:HumanEval/17pass · 100.0% · 154550ms · d3a282b9e82d
Question
from typing import List
def parse_music(music_string: str) -> List[int]:
""" Input to this function is a string representing musical notes in a special ASCII format.
Your task is to parse this string and return list of integers corresponding to how many beats does each
not last.
Here is a legend:
'o' - whole note, lasts four beats
'o|' - half note, lasts two beats
'.|' - quater note, lasts one beat
>>> parse_music('o o| .| o| o| .| .| .| .| o o')
[4, 2, 1, 2, 2, 1, 1, 1, 1, 4, 4]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
from typing import List
def parse_music(music_string: str) -> List[int]:
""" Input to this function is a string representing musical notes in a special ASCII format.
Your task is to parse this string and return list of integers corresponding to how many beats does each
not last.
Here is a legend:
'o' - whole note, lasts four beats
'o|' - half note, lasts two beats
'.|' - quater note, lasts one beat
>>> parse_music('o o| .| o| o| .| .| .| .| o o')
[4, 2, 1, 2, 2, 1, 1, 1, 1, 4, 4]
"""
Agent trace
from typing import List
def parse_music(music_string: str) -> List[int]:
note_lengths = {
'o': 4,
'o|': 2,
'.|': 1,
}
return [note_lengths[note] for note in music_string.split()]Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 6 · humaneval-plus:HumanEval/43pass · 100.0% · 10357ms · a143c2ff3506
Question
def pairs_sum_to_zero(l):
"""
pairs_sum_to_zero takes a list of integers as an input.
it returns True if there are two distinct elements in the list that
sum to zero, and False otherwise.
>>> pairs_sum_to_zero([1, 3, 5, 0])
False
>>> pairs_sum_to_zero([1, 3, -2, 1])
False
>>> pairs_sum_to_zero([1, 2, 3, 7])
False
>>> pairs_sum_to_zero([2, 4, -5, 3, 5, 7])
True
>>> pairs_sum_to_zero([1])
False
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def pairs_sum_to_zero(l):
"""
pairs_sum_to_zero takes a list of integers as an input.
it returns True if there are two distinct elements in the list that
sum to zero, and False otherwise.
>>> pairs_sum_to_zero([1, 3, 5, 0])
False
>>> pairs_sum_to_zero([1, 3, -2, 1])
False
>>> pairs_sum_to_zero([1, 2, 3, 7])
False
>>> pairs_sum_to_zero([2, 4, -5, 3, 5, 7])
True
>>> pairs_sum_to_zero([1])
False
"""
Agent trace
def pairs_sum_to_zero(l):
seen = set()
for x in l:
if -x in seen:
return True
seen.add(x)
return FalseAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passIncorrect samples
sample 2 · humaneval-plus:HumanEval/134fail · 0.0% · 1800197ms · 94136d672678
Question
def check_if_last_char_is_a_letter(txt):
'''
Create a function that returns True if the last character
of a given string is an alphabetical character and is not
a part of a word, and False otherwise.
Note: "word" is a group of characters separated by space.
Examples:
check_if_last_char_is_a_letter("apple pie") ➞ False
check_if_last_char_is_a_letter("apple pi e") ➞ True
check_if_last_char_is_a_letter("apple pi e ") ➞ False
check_if_last_char_is_a_letter("") ➞ False
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def check_if_last_char_is_a_letter(txt):
'''
Create a function that returns True if the last character
of a given string is an alphabetical character and is not
a part of a word, and False otherwise.
Note: "word" is a group of characters separated by space.
Examples:
check_if_last_char_is_a_letter("apple pie") ➞ False
check_if_last_char_is_a_letter("apple pi e") ➞ True
check_if_last_char_is_a_letter("apple pi e ") ➞ False
check_if_last_char_is_a_letter("") ➞ False
'''
Additional reasoning trace
generation failed: Post "http://127.0.0.1:10010/v1/chat/completions": context deadline exceeded
Extracted:
fail · Gold: passsample 43 · humaneval-plus:HumanEval/124fail · 0.0% · 1800039ms · f95f40e8f1a6
Question
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 days for months 1,3,5,7,8,10,12. And the number of days is not less than 1 or higher than 30 days for months 4,6,9,11. And, the number of days is not less than 1 or higher than 29 for the month 2.
3. The months should not be less than 1 or higher than 12.
4. The date should be in the format: mm-dd-yyyy
for example:
valid_date('03-11-2000') => True
valid_date('15-01-2012') => False
valid_date('04-0-2040') => False
valid_date('06-04-2020') => True
valid_date('06/04/2020') => False
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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 days for months 1,3,5,7,8,10,12. And the number of days is not less than 1 or higher than 30 days for months 4,6,9,11. And, the number of days is not less than 1 or higher than 29 for the month 2.
3. The months should not be less than 1 or higher than 12.
4. The date should be in the format: mm-dd-yyyy
for example:
valid_date('03-11-2000') => True
valid_date('15-01-2012') => False
valid_date('04-0-2040') => False
valid_date('06-04-2020') => True
valid_date('06/04/2020') => False
"""
Additional reasoning trace
generation failed: Post "http://127.0.0.1:10010/v1/chat/completions": context deadline exceeded
Extracted:
fail · Gold: passsample 49 · humaneval-plus:HumanEval/137fail · 0.0% · 1800011ms · 71e4676a00b4
Question
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 ,
compare_one(1, 2.5) ➞ 2.5
compare_one(1, "2,3") ➞ "2,3"
compare_one("5,1", "6") ➞ "6"
compare_one("1", 1) ➞ None
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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 ,
compare_one(1, 2.5) ➞ 2.5
compare_one(1, "2,3") ➞ "2,3"
compare_one("5,1", "6") ➞ "6"
compare_one("1", 1) ➞ None
"""
Additional reasoning trace
generation failed: Post "http://127.0.0.1:10010/v1/chat/completions": context deadline exceeded
Extracted:
fail · Gold: passsample 50 · humaneval-plus:HumanEval/140fail · 0.0% · 1800002ms · 7bec51cd74df
Question
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") == "_Example_2"
fix_spaces(" Example 3") == "_Example-3"
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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") == "_Example_2"
fix_spaces(" Example 3") == "_Example-3"
"""
Additional reasoning trace
generation failed: Post "http://127.0.0.1:10010/v1/chat/completions": context deadline exceeded
Extracted:
fail · Gold: passsample 61 · humaneval-plus:HumanEval/75fail · 0.0% · 1800025ms · e95304ccafd8
Question
def is_multiply_prime(a):
"""Write a function that returns true if the given number is the multiplication of 3 prime numbers
and false otherwise.
Knowing that (a) is less then 100.
Example:
is_multiply_prime(30) == True
30 = 2 * 3 * 5
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_multiply_prime(a):
"""Write a function that returns true if the given number is the multiplication of 3 prime numbers
and false otherwise.
Knowing that (a) is less then 100.
Example:
is_multiply_prime(30) == True
30 = 2 * 3 * 5
"""
Additional reasoning trace
generation failed: Post "http://127.0.0.1:10010/v1/chat/completions": context deadline exceeded
Extracted:
fail · Gold: passby Per0 · shard 11 · 9/2/2026, 6:57:20 AM · cmtjquc9h0357p701ik8c5d2794.5%155/164 correct · 5 correct traces · 5 incorrect traces
by Per0 · shard 11 · 9/2/2026, 6:57:20 AM · cmtjquc9h0357p701ik8c5d27
94.5%
Correct samples
sample 1 · humaneval-plus:HumanEval/99pass · 100.0% · 111784ms · 125aa68cf8ce
Question
def closest_integer(value):
'''
Create a function that takes a value (string) representing a number
and returns the closest integer to it. If the number is equidistant
from two integers, round it away from zero.
Examples
>>> closest_integer("10")
10
>>> closest_integer("15.3")
15
Note:
Rounding away from zero means that if the given number is equidistant
from two integers, the one you should return is the one that is the
farthest from zero. For example closest_integer("14.5") should
return 15 and closest_integer("-14.5") should return -15.
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def closest_integer(value):
'''
Create a function that takes a value (string) representing a number
and returns the closest integer to it. If the number is equidistant
from two integers, round it away from zero.
Examples
>>> closest_integer("10")
10
>>> closest_integer("15.3")
15
Note:
Rounding away from zero means that if the given number is equidistant
from two integers, the one you should return is the one that is the
farthest from zero. For example closest_integer("14.5") should
return 15 and closest_integer("-14.5") should return -15.
'''
Agent trace
from math import floor, ceil
def closest_integer(value):
'''
Create a function that takes a value (string) representing a number
and returns the closest integer to it. If the number is equidistant
from two integers, round it away from zero.
Examples
>>> closest_integer("10")
10
>>> closest_integer("15.3")
15
Note:
Rounding away from zero means that if the given number is equidistant
from two integers, the one you should return is the one that is the
farthest from zero. For example closest_integer("14.5") should
return 15 and closest_integer("-14.5") should return -15.
'''
num = float(value)
lower = floor(num)
upper = ceil(num)
dist_lower = num - lower
dist_upper = upper - num
if dist_lower < dist_upper:
return lower
if dist_upper < dist_lower:
return upper
# Equidistant from two integers: round away from zero.
return upper if num > 0 else lowerAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 2 · humaneval-plus:HumanEval/134pass · 100.0% · 7830ms · 94136d672678
Question
def check_if_last_char_is_a_letter(txt):
'''
Create a function that returns True if the last character
of a given string is an alphabetical character and is not
a part of a word, and False otherwise.
Note: "word" is a group of characters separated by space.
Examples:
check_if_last_char_is_a_letter("apple pie") ➞ False
check_if_last_char_is_a_letter("apple pi e") ➞ True
check_if_last_char_is_a_letter("apple pi e ") ➞ False
check_if_last_char_is_a_letter("") ➞ False
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def check_if_last_char_is_a_letter(txt):
'''
Create a function that returns True if the last character
of a given string is an alphabetical character and is not
a part of a word, and False otherwise.
Note: "word" is a group of characters separated by space.
Examples:
check_if_last_char_is_a_letter("apple pie") ➞ False
check_if_last_char_is_a_letter("apple pi e") ➞ True
check_if_last_char_is_a_letter("apple pi e ") ➞ False
check_if_last_char_is_a_letter("") ➞ False
'''
Agent trace
def check_if_last_char_is_a_letter(txt):
'''
Create a function that returns True if the last character
of a given string is an alphabetical character and is not
a part of a word, and False otherwise.
Note: "word" is a group of characters separated by space.
Examples:
check_if_last_char_is_a_letter("apple pie") ➞ False
check_if_last_char_is_a_letter("apple pi e") ➞ True
check_if_last_char_is_a_letter("apple pi e ") ➞ False
check_if_last_char_is_a_letter("") ➞ False
'''
if not txt:
return False
if not txt[-1].isalpha():
return False
if len(txt) == 1:
return True
return txt[-2] == ' 'Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 3 · humaneval-plus:HumanEval/123pass · 100.0% · 13432ms · 1e85d1a20f6c
Question
def get_odd_collatz(n):
"""
Given a positive integer n, return a sorted list that has the odd numbers in collatz sequence.
The Collatz conjecture is a conjecture in mathematics that concerns a sequence defined
as follows: start with any positive integer n. Then each term is obtained from the
previous term as follows: if the previous term is even, the next term is one half of
the previous term. If the previous term is odd, the next term is 3 times the previous
term plus 1. The conjecture is that no matter what value of n, the sequence will always reach 1.
Note:
1. Collatz(1) is [1].
2. returned list sorted in increasing order.
For example:
get_odd_collatz(5) returns [1, 5] # The collatz sequence for 5 is [5, 16, 8, 4, 2, 1], so the odd numbers are only 1, and 5.
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def get_odd_collatz(n):
"""
Given a positive integer n, return a sorted list that has the odd numbers in collatz sequence.
The Collatz conjecture is a conjecture in mathematics that concerns a sequence defined
as follows: start with any positive integer n. Then each term is obtained from the
previous term as follows: if the previous term is even, the next term is one half of
the previous term. If the previous term is odd, the next term is 3 times the previous
term plus 1. The conjecture is that no matter what value of n, the sequence will always reach 1.
Note:
1. Collatz(1) is [1].
2. returned list sorted in increasing order.
For example:
get_odd_collatz(5) returns [1, 5] # The collatz sequence for 5 is [5, 16, 8, 4, 2, 1], so the odd numbers are only 1, and 5.
"""
Agent trace
def get_odd_collatz(n):
"""
Given a positive integer n, return a sorted list that has the odd numbers in collatz sequence.
The Collatz conjecture is a conjecture in mathematics that concerns a sequence defined
as follows: start with any positive integer n. Then each term is obtained from the
previous term as follows: if the previous term is even, the next term is one half of
the previous term. If the previous term is odd, the next term is 3 times the previous
term plus 1. The conjecture is that no matter what value of n, the sequence will always reach 1.
Note:
1. Collatz(1) is [1].
2. returned list sorted in increasing order.
For example:
get_odd_collatz(5) returns [1, 5] # The collatz sequence for 5 is [5, 16, 8, 4, 2, 1], so the odd numbers are only 1, and 5.
"""
odd_numbers = []
while True:
if n % 2 == 1:
odd_numbers.append(n)
if n == 1:
break
if n % 2 == 0:
n //= 2
else:
n = 3 * n + 1
return sorted(odd_numbers)Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 4 · humaneval-plus:HumanEval/31pass · 100.0% · 31693ms · b45fcff35b25
Question
def is_prime(n):
"""Return true if a given number is prime, and false otherwise.
>>> is_prime(6)
False
>>> is_prime(101)
True
>>> is_prime(11)
True
>>> is_prime(13441)
True
>>> is_prime(61)
True
>>> is_prime(4)
False
>>> is_prime(1)
False
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_prime(n):
"""Return true if a given number is prime, and false otherwise.
>>> is_prime(6)
False
>>> is_prime(101)
True
>>> is_prime(11)
True
>>> is_prime(13441)
True
>>> is_prime(61)
True
>>> is_prime(4)
False
>>> is_prime(1)
False
"""
Agent trace
def is_prime(n):
"""Return true if a given number is prime, and false otherwise.
>>> is_prime(6)
False
>>> is_prime(101)
True
>>> is_prime(11)
True
>>> is_prime(13441)
True
>>> is_prime(61)
True
>>> is_prime(4)
False
>>> is_prime(1)
False
"""
if n < 2:
return False
if n < 4:
return True
if n % 2 == 0:
return False
limit = int(n ** 0.5)
for i in range(3, limit + 1, 2):
if n % i == 0:
return False
return TrueAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 5 · humaneval-plus:HumanEval/43pass · 100.0% · 48633ms · a143c2ff3506
Question
def pairs_sum_to_zero(l):
"""
pairs_sum_to_zero takes a list of integers as an input.
it returns True if there are two distinct elements in the list that
sum to zero, and False otherwise.
>>> pairs_sum_to_zero([1, 3, 5, 0])
False
>>> pairs_sum_to_zero([1, 3, -2, 1])
False
>>> pairs_sum_to_zero([1, 2, 3, 7])
False
>>> pairs_sum_to_zero([2, 4, -5, 3, 5, 7])
True
>>> pairs_sum_to_zero([1])
False
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def pairs_sum_to_zero(l):
"""
pairs_sum_to_zero takes a list of integers as an input.
it returns True if there are two distinct elements in the list that
sum to zero, and False otherwise.
>>> pairs_sum_to_zero([1, 3, 5, 0])
False
>>> pairs_sum_to_zero([1, 3, -2, 1])
False
>>> pairs_sum_to_zero([1, 2, 3, 7])
False
>>> pairs_sum_to_zero([2, 4, -5, 3, 5, 7])
True
>>> pairs_sum_to_zero([1])
False
"""
Agent trace
def pairs_sum_to_zero(l):
"""
pairs_sum_to_zero takes a list of integers as an input.
it returns True if there are two distinct elements in the list that
sum to zero, and False otherwise.
>>> pairs_sum_to_zero([1, 3, 5, 0])
False
>>> pairs_sum_to_zero([1, 3, -2, 1])
False
>>> pairs_sum_to_zero([1, 2, 3, 7])
False
>>> pairs_sum_to_zero([2, 4, -5, 3, 5, 7])
True
>>> pairs_sum_to_zero([1])
False
"""
seen = set()
for x in l:
if -x in seen:
return True
seen.add(x)
return FalseAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passIncorrect samples
sample 12 · humaneval-plus:HumanEval/47fail · 0.0% · 570465ms · f8af5031d1cb
Question
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
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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
"""
Agent trace
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] + l[len(l) // 2 + 1]) / 2.0Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpy37lamum/solution.py", line 47, in <module>
check(median)
File "/tmp/tmpy37lamum/solution.py", line 44, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpy37lamum/solution.py", line 35, in assertion
assert np.allclose(out, exp, rtol=1e-07, atol=atol)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 39 · humaneval-plus:HumanEval/32fail · 0.0% · 24437ms · 250cd50d8dd1
Question
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""
Agent trace
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""
begin, end = -1., 1.
# Expand the interval until it brackets a zero (sign change)
while poly(xs, begin) * poly(xs, end) > 0:
begin *= 2.0
end *= 2.0
# Binary search within the bracketing interval
while end - begin > 1e-10:
center = (begin + end) / 2.0
if poly(xs, center) * poly(xs, begin) > 0:
begin = center
else:
end = center
return beginAdditional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpc_v72jf7/solution.py", line 56, in <module>
check(find_zero)
File "/tmp/tmpc_v72jf7/solution.py", line 53, in check
assert _poly(*candidate(*inp), inp) <= 0.0001
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: Value after * must be an iterable, not floatExtracted:
fail · Gold: passsample 42 · humaneval-plus:HumanEval/132fail · 0.0% · 232909ms · d65ed04e2d42
Question
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''
Agent trace
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''
opening_bracket_index = []
closing_bracket_index = []
for i in range(len(string)):
if string[i] == '[':
opening_bracket_index.append(i)
else:
closing_bracket_index.append(i)
closing_bracket_index.reverse()
cnt = 0
i = 0
l = len(closing_bracket_index)
for idx in opening_bracket_index:
while i < l and idx > closing_bracket_index[i]:
i += 1
if i < l:
cnt += 1
i += 1
else:
break
return cnt >= 2Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpzg7jah99/solution.py", line 68, in <module>
check(is_nested)
File "/tmp/tmpzg7jah99/solution.py", line 65, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpzg7jah99/solution.py", line 58, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 59 · humaneval-plus:HumanEval/122fail · 0.0% · 23754ms · b993751fffe7
Question
def add_elements(arr, k):
"""
Given a non-empty array of integers arr and an integer k, return
the sum of the elements with at most two digits from the first k elements of arr.
Example:
Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4
Output: 24 # sum of 21 + 3
Constraints:
1. 1 <= len(arr) <= 100
2. 1 <= k <= len(arr)
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def add_elements(arr, k):
"""
Given a non-empty array of integers arr and an integer k, return
the sum of the elements with at most two digits from the first k elements of arr.
Example:
Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4
Output: 24 # sum of 21 + 3
Constraints:
1. 1 <= len(arr) <= 100
2. 1 <= k <= len(arr)
"""
Agent trace
def add_elements(arr, k):
"""
Given a non-empty array of integers arr and an integer k, return
the sum of the elements with at most two digits from the first k elements of arr.
Example:
Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4
Output: 24 # sum of 21 + 3
Constraints:
1. 1 <= len(arr) <= 100
2. 1 <= k <= len(arr)
"""
return sum(elem for elem in arr[:k] if len(str(elem)) <= 2)Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmp61k46mc1/solution.py", line 50, in <module>
check(add_elements)
File "/tmp/tmp61k46mc1/solution.py", line 47, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmp61k46mc1/solution.py", line 40, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 69 · humaneval-plus:HumanEval/141fail · 0.0% · 8941ms · 8b3e950b875c
Question
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 more than three digits ('0'-'9') in the file's name.
- The file's name contains exactly one dot '.'
- The substring before the dot should not be empty, and it starts with a letter from
the latin alphapet ('a'-'z' and 'A'-'Z').
- The substring after the dot should be one of these: ['txt', 'exe', 'dll']
Examples:
file_name_check("example.txt") # => 'Yes'
file_name_check("1example.dll") # => 'No' (the name should start with a latin alphapet letter)
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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 more than three digits ('0'-'9') in the file's name.
- The file's name contains exactly one dot '.'
- The substring before the dot should not be empty, and it starts with a letter from
the latin alphapet ('a'-'z' and 'A'-'Z').
- The substring after the dot should be one of these: ['txt', 'exe', 'dll']
Examples:
file_name_check("example.txt") # => 'Yes'
file_name_check("1example.dll") # => 'No' (the name should start with a latin alphapet letter)
"""
Agent trace
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 more than three digits ('0'-'9') in the file's name.
- The file's name contains exactly one dot '.'
- The substring before the dot should not be empty, and it starts with a letter from
the latin alphapet ('a'-'z' and 'A'-'Z').
- The substring after the dot should be one of these: ['txt', 'exe', 'dll']
Examples:
file_name_check("example.txt") # => 'Yes'
file_name_check("1example.dll") # => 'No' (the name should start with a latin alphapet letter)
"""
# Condition: exactly one dot
if file_name.count('.') != 1:
return 'No'
before, after = file_name.split('.')
# Condition: substring before the dot should not be empty
if not before:
return 'No'
# Condition: substring before the dot starts with a latin alphabet letter
if not (('a' <= before[0] <= 'z') or ('A' <= before[0] <= 'Z')):
return 'No'
# Condition: substring after the dot must be one of the allowed extensions
if after not in ['txt', 'exe', 'dll']:
return 'No'
# Condition: no more than three digits in the file's name
digit_count = sum(1 for c in file_name if c in '0123456789')
if digit_count > 3:
return 'No'
return 'Yes'Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpep7w7qol/solution.py", line 73, in <module>
check(file_name_check)
File "/tmp/tmpep7w7qol/solution.py", line 70, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpep7w7qol/solution.py", line 63, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passby Per0 · shard 10 · 9/2/2026, 5:49:10 AM · cmtjoeojm01zjp701zanzbz6r94.5%155/164 correct · 5 correct traces · 5 incorrect traces
by Per0 · shard 10 · 9/2/2026, 5:49:10 AM · cmtjoeojm01zjp701zanzbz6r
94.5%
Correct samples
sample 1 · humaneval-plus:HumanEval/58pass · 100.0% · 3390ms · 79737ca98da8
Question
def common(l1: list, l2: list):
"""Return sorted unique common elements for two lists.
>>> common([1, 4, 3, 34, 653, 2, 5], [5, 7, 1, 5, 9, 653, 121])
[1, 5, 653]
>>> common([5, 3, 2, 8], [3, 2])
[2, 3]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def common(l1: list, l2: list):
"""Return sorted unique common elements for two lists.
>>> common([1, 4, 3, 34, 653, 2, 5], [5, 7, 1, 5, 9, 653, 121])
[1, 5, 653]
>>> common([5, 3, 2, 8], [3, 2])
[2, 3]
"""
Agent trace
def common(l1: list, l2: list):
"""Return sorted unique common elements for two lists.
>>> common([1, 4, 3, 34, 653, 2, 5], [5, 7, 1, 5, 9, 653, 121])
[1, 5, 653]
>>> common([5, 3, 2, 8], [3, 2])
[2, 3]
"""
return sorted(set(l1) & set(l2))Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 2 · humaneval-plus:HumanEval/4pass · 100.0% · 7201ms · 6731b2fca158
Question
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 case):
MAD = average | x - x_mean |
>>> mean_absolute_deviation([1.0, 2.0, 3.0, 4.0])
1.0
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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 case):
MAD = average | x - x_mean |
>>> mean_absolute_deviation([1.0, 2.0, 3.0, 4.0])
1.0
"""
Agent trace
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 case):
MAD = average | x - x_mean |
>>> mean_absolute_deviation([1.0, 2.0, 3.0, 4.0])
1.0
"""
mean = sum(numbers) / len(numbers)
return sum(abs(x - mean) for x in numbers) / len(numbers)Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 3 · humaneval-plus:HumanEval/96pass · 100.0% · 6689ms · 518ef70b10e1
Question
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]
count_up_to(1) => []
count_up_to(18) => [2,3,5,7,11,13,17]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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]
count_up_to(1) => []
count_up_to(18) => [2,3,5,7,11,13,17]
"""
Agent trace
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]
count_up_to(1) => []
count_up_to(18) => [2,3,5,7,11,13,17]
"""
def is_prime(num):
if num < 2:
return False
for i in range(2, int(num ** 0.5) + 1):
if num % i == 0:
return False
return True
return [i for i in range(2, n) if is_prime(i)]Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 4 · humaneval-plus:HumanEval/118pass · 100.0% · 15933ms · 2baf969667de
Question
def get_closest_vowel(word):
"""You are given a word. Your task is to find the closest vowel that stands between
two consonants from the right side of the word (case sensitive).
Vowels in the beginning and ending doesn't count. Return empty string if you didn't
find any vowel met the above condition.
You may assume that the given string contains English letter only.
Example:
get_closest_vowel("yogurt") ==> "u"
get_closest_vowel("FULL") ==> "U"
get_closest_vowel("quick") ==> ""
get_closest_vowel("ab") ==> ""
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def get_closest_vowel(word):
"""You are given a word. Your task is to find the closest vowel that stands between
two consonants from the right side of the word (case sensitive).
Vowels in the beginning and ending doesn't count. Return empty string if you didn't
find any vowel met the above condition.
You may assume that the given string contains English letter only.
Example:
get_closest_vowel("yogurt") ==> "u"
get_closest_vowel("FULL") ==> "U"
get_closest_vowel("quick") ==> ""
get_closest_vowel("ab") ==> ""
"""
Agent trace
def get_closest_vowel(word):
"""You are given a word. Your task is to find the closest vowel that stands between
two consonants from the right side of the word (case sensitive).
Vowels in the beginning and ending doesn't count. Return empty string if you didn't
find any vowel met the above condition.
You may assume that the given string contains English letter only.
Example:
get_closest_vowel("yogurt") ==> "u"
get_closest_vowel("FULL") ==> "U"
get_closest_vowel("quick") ==> ""
get_closest_vowel("ab") ==> ""
"""
if len(word) < 3:
return ""
vowels = set("aeiouAEIOU")
# Scan from right to left, skipping the first and last characters
for i in range(len(word) - 2, 0, -1):
if word[i] in vowels:
if word[i - 1] not in vowels and word[i + 1] not in vowels:
return word[i]
return ""Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 5 · humaneval-plus:HumanEval/1pass · 100.0% · 19111ms · 24bae7c5e360
Question
from typing import List
def separate_paren_groups(paren_string: str) -> List[str]:
""" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to
separate those group into separate strings and return the list of those.
Separate groups are balanced (each open brace is properly closed) and not nested within each other
Ignore any spaces in the input string.
>>> separate_paren_groups('( ) (( )) (( )( ))')
['()', '(())', '(()())']
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
from typing import List
def separate_paren_groups(paren_string: str) -> List[str]:
""" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to
separate those group into separate strings and return the list of those.
Separate groups are balanced (each open brace is properly closed) and not nested within each other
Ignore any spaces in the input string.
>>> separate_paren_groups('( ) (( )) (( )( ))')
['()', '(())', '(()())']
"""
Agent trace
from typing import List
def separate_paren_groups(paren_string: str) -> List[str]:
""" Input to this function is a string containing multiple groups of nested parentheses. Your goal is to
separate those group into separate strings and return the list of those.
Separate groups are balanced (each open brace is properly closed) and not nested within each other
Ignore any spaces in the input string.
>>> separate_paren_groups('( ) (( )) (( )( ))')
['()', '(())', '(()())']
"""
result: List[str] = []
current: List[str] = []
depth = 0
for char in paren_string:
if char == ' ':
continue
current.append(char)
if char == '(':
depth += 1
elif char == ')':
depth -= 1
if depth == 0:
result.append(''.join(current))
current = []
return resultAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passIncorrect samples
sample 10 · humaneval-plus:HumanEval/32fail · 0.0% · 17115ms · 250cd50d8dd1
Question
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""
Agent trace
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""
begin, end = -1.0, 1.0
# Expand the interval until the endpoints have opposite signs (or one is zero)
while poly(xs, begin) * poly(xs, end) > 0:
begin *= 2.0
end *= 2.0
# Bisect the interval to converge on a zero of the polynomial
while end - begin > 1e-10:
middle = (begin + end) / 2.0
if poly(xs, middle) * poly(xs, begin) > 0:
begin = middle
else:
end = middle
return beginAdditional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmplv09m4cn/solution.py", line 56, in <module>
check(find_zero)
File "/tmp/tmplv09m4cn/solution.py", line 53, in check
assert _poly(*candidate(*inp), inp) <= 0.0001
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: Value after * must be an iterable, not floatExtracted:
fail · Gold: passsample 34 · humaneval-plus:HumanEval/122fail · 0.0% · 44222ms · b993751fffe7
Question
def add_elements(arr, k):
"""
Given a non-empty array of integers arr and an integer k, return
the sum of the elements with at most two digits from the first k elements of arr.
Example:
Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4
Output: 24 # sum of 21 + 3
Constraints:
1. 1 <= len(arr) <= 100
2. 1 <= k <= len(arr)
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def add_elements(arr, k):
"""
Given a non-empty array of integers arr and an integer k, return
the sum of the elements with at most two digits from the first k elements of arr.
Example:
Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4
Output: 24 # sum of 21 + 3
Constraints:
1. 1 <= len(arr) <= 100
2. 1 <= k <= len(arr)
"""
Agent trace
def add_elements(arr, k):
"""
Given a non-empty array of integers arr and an integer k, return
the sum of the elements with at most two digits from the first k elements of arr.
Example:
Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4
Output: 24 # sum of 21 + 3
Constraints:
1. 1 <= len(arr) <= 100
2. 1 <= k <= len(arr)
"""
return sum(elem for elem in arr[:k] if len(str(elem)) <= 2)Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmp7qgaaea1/solution.py", line 50, in <module>
check(add_elements)
File "/tmp/tmp7qgaaea1/solution.py", line 47, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmp7qgaaea1/solution.py", line 40, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 46 · humaneval-plus:HumanEval/22fail · 0.0% · 12398ms · 3488d1696764
Question
from typing import List, Any
def filter_integers(values: List[Any]) -> List[int]:
""" Filter given list of any python values only for integers
>>> filter_integers(['a', 3.14, 5])
[5]
>>> filter_integers([1, 2, 3, 'abc', {}, []])
[1, 2, 3]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
from typing import List, Any
def filter_integers(values: List[Any]) -> List[int]:
""" Filter given list of any python values only for integers
>>> filter_integers(['a', 3.14, 5])
[5]
>>> filter_integers([1, 2, 3, 'abc', {}, []])
[1, 2, 3]
"""
Agent trace
from typing import List, Any
def filter_integers(values: List[Any]) -> List[int]:
""" Filter given list of any python values only for integers
>>> filter_integers(['a', 3.14, 5])
[5]
>>> filter_integers([1, 2, 3, 'abc', {}, []])
[1, 2, 3]
"""
return [x for x in values if isinstance(x, int)]Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpa82yeqk8/solution.py", line 46, in <module>
check(filter_integers)
File "/tmp/tmpa82yeqk8/solution.py", line 43, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpa82yeqk8/solution.py", line 36, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 53 · humaneval-plus:HumanEval/91fail · 0.0% · 30500ms · 57147f23be53
Question
def is_bored(S):
"""
You'll be given a string of words, and your task is to count the number
of boredoms. A boredom is a sentence that starts with the word "I".
Sentences are delimited by '.', '?' or '!'.
For example:
>>> is_bored("Hello world")
0
>>> is_bored("The sky is blue. The sun is shining. I love this weather")
1
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_bored(S):
"""
You'll be given a string of words, and your task is to count the number
of boredoms. A boredom is a sentence that starts with the word "I".
Sentences are delimited by '.', '?' or '!'.
For example:
>>> is_bored("Hello world")
0
>>> is_bored("The sky is blue. The sun is shining. I love this weather")
1
"""
Agent trace
def is_bored(S):
"""
You'll be given a string of words, and your task is to count the number
of boredoms. A boredom is a sentence that starts with the word "I".
Sentences are delimited by '.', '?' or '!'.
For example:
>>> is_bored("Hello world")
0
>>> is_bored("The sky is blue. The sun is shining. I love this weather")
1
"""
import re
sentences = re.split(r'[.?!]\s*', S)
count = 0
for sentence in sentences:
words = sentence.strip().split()
if words and words[0] == "I":
count += 1
return countAdditional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmppqkbo1bb/solution.py", line 55, in <module>
check(is_bored)
File "/tmp/tmppqkbo1bb/solution.py", line 52, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmppqkbo1bb/solution.py", line 45, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 76 · humaneval-plus:HumanEval/132fail · 0.0% · 90823ms · d65ed04e2d42
Question
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''
Agent trace
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''
opening_bracket_index = []
closing_bracket_index = []
for i in range(len(string)):
if string[i] == '[':
opening_bracket_index.append(i)
else:
closing_bracket_index.append(i)
closing_bracket_index.reverse()
cnt = 0
i = 0
l = len(closing_bracket_index)
for idx in opening_bracket_index:
while i < l and idx > closing_bracket_index[i]:
i += 1
if i < l:
cnt += 1
i += 1
else:
break
return cnt >= 2Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpfnp0vw7j/solution.py", line 68, in <module>
check(is_nested)
File "/tmp/tmpfnp0vw7j/solution.py", line 65, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpfnp0vw7j/solution.py", line 58, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passby Per0 · shard 9 · 9/2/2026, 1:34:53 AM · cmtjfbnzf00qhp701z9msjwzv95.1%156/164 correct · 5 correct traces · 5 incorrect traces
by Per0 · shard 9 · 9/2/2026, 1:34:53 AM · cmtjfbnzf00qhp701z9msjwzv
95.1%
Correct samples
sample 1 · humaneval-plus:HumanEval/125pass · 100.0% · 6996ms · 17cf15e8f2e5
Question
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('z') = 25
Examples
split_words("Hello world!") ➞ ["Hello", "world!"]
split_words("Hello,world!") ➞ ["Hello", "world!"]
split_words("abcdef") == 3
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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('z') = 25
Examples
split_words("Hello world!") ➞ ["Hello", "world!"]
split_words("Hello,world!") ➞ ["Hello", "world!"]
split_words("abcdef") == 3
'''
Agent trace
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('z') = 25
Examples
split_words("Hello world!") ➞ ["Hello", "world!"]
split_words("Hello,world!") ➞ ["Hello", "world!"]
split_words("abcdef") == 3
'''
if ' ' in txt:
return txt.split()
elif ',' in txt:
return txt.split(',')
else:
return sum(1 for c in txt if c.islower() and (ord(c) - ord('a')) % 2 == 1)Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 2 · humaneval-plus:HumanEval/86pass · 100.0% · 11105ms · 7f48094ca79c
Question
def anti_shuffle(s):
"""
Write a function that takes a string and returns an ordered version of it.
Ordered version of string, is a string where all words (separated by space)
are replaced by a new word where all the characters arranged in
ascending order based on ascii value.
Note: You should keep the order of words and blank spaces in the sentence.
For example:
anti_shuffle('Hi') returns 'Hi'
anti_shuffle('hello') returns 'ehllo'
anti_shuffle('Hello World!!!') returns 'Hello !!!Wdlor'
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def anti_shuffle(s):
"""
Write a function that takes a string and returns an ordered version of it.
Ordered version of string, is a string where all words (separated by space)
are replaced by a new word where all the characters arranged in
ascending order based on ascii value.
Note: You should keep the order of words and blank spaces in the sentence.
For example:
anti_shuffle('Hi') returns 'Hi'
anti_shuffle('hello') returns 'ehllo'
anti_shuffle('Hello World!!!') returns 'Hello !!!Wdlor'
"""
Agent trace
def anti_shuffle(s):
"""
Write a function that takes a string and returns an ordered version of it.
Ordered version of string, is a string where all words (separated by space)
are replaced by a new word where all the characters arranged in
ascending order based on ascii value.
Note: You should keep the order of words and blank spaces in the sentence.
For example:
anti_shuffle('Hi') returns 'Hi'
anti_shuffle('hello') returns 'ehllo'
anti_shuffle('Hello World!!!') returns 'Hello !!!Wdlor'
"""
return ' '.join(''.join(sorted(word)) for word in s.split(' '))Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 3 · humaneval-plus:HumanEval/140pass · 100.0% · 23410ms · 7bec51cd74df
Question
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") == "_Example_2"
fix_spaces(" Example 3") == "_Example-3"
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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") == "_Example_2"
fix_spaces(" Example 3") == "_Example-3"
"""
Agent trace
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") == "_Example_2"
fix_spaces(" Example 3") == "_Example-3"
"""
result = []
i = 0
n = len(text)
while i < n:
if text[i] == ' ':
j = i
while j < n and text[j] == ' ':
j += 1
if j - i > 2:
result.append('-')
else:
result.append('_' * (j - i))
i = j
else:
result.append(text[i])
i += 1
return ''.join(result)Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 4 · humaneval-plus:HumanEval/89pass · 100.0% · 10760ms · faecea1d9457
Question
def encrypt(s):
"""Create a function encrypt that takes a string as an argument and
returns a string encrypted with the alphabet being rotated.
The alphabet should be rotated in a manner such that the letters
shift down by two multiplied to two places.
For example:
encrypt('hi') returns 'lm'
encrypt('asdfghjkl') returns 'ewhjklnop'
encrypt('gf') returns 'kj'
encrypt('et') returns 'ix'
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def encrypt(s):
"""Create a function encrypt that takes a string as an argument and
returns a string encrypted with the alphabet being rotated.
The alphabet should be rotated in a manner such that the letters
shift down by two multiplied to two places.
For example:
encrypt('hi') returns 'lm'
encrypt('asdfghjkl') returns 'ewhjklnop'
encrypt('gf') returns 'kj'
encrypt('et') returns 'ix'
"""
Agent trace
def encrypt(s):
"""Create a function encrypt that takes a string as an argument and
returns a string encrypted with the alphabet being rotated.
The alphabet should be rotated in a manner such that the letters
shift down by two multiplied to two places.
For example:
encrypt('hi') returns 'lm'
encrypt('asdfghjkl') returns 'ewhjklnop'
encrypt('gf') returns 'kj'
encrypt('et') returns 'ix'
"""
shift = 2 * 2
result = []
for c in s:
if 'a' <= c <= 'z':
result.append(chr((ord(c) - ord('a') + shift) % 26 + ord('a')))
elif 'A' <= c <= 'Z':
result.append(chr((ord(c) - ord('A') + shift) % 26 + ord('A')))
else:
result.append(c)
return ''.join(result)Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 5 · humaneval-plus:HumanEval/80pass · 100.0% · 5317ms · 8c46a24a3a54
Question
def is_happy(s):
"""You are given a string s.
Your task is to check if the string is happy or not.
A string is happy if its length is at least 3 and every 3 consecutive letters are distinct
For example:
is_happy(a) => False
is_happy(aa) => False
is_happy(abcd) => True
is_happy(aabb) => False
is_happy(adb) => True
is_happy(xyy) => False
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_happy(s):
"""You are given a string s.
Your task is to check if the string is happy or not.
A string is happy if its length is at least 3 and every 3 consecutive letters are distinct
For example:
is_happy(a) => False
is_happy(aa) => False
is_happy(abcd) => True
is_happy(aabb) => False
is_happy(adb) => True
is_happy(xyy) => False
"""
Agent trace
def is_happy(s):
"""You are given a string s.
Your task is to check if the string is happy or not.
A string is happy if its length is at least 3 and every 3 consecutive letters are distinct
For example:
is_happy(a) => False
is_happy(aa) => False
is_happy(abcd) => True
is_happy(aabb) => False
is_happy(adb) => True
is_happy(xyy) => False
"""
if len(s) < 3:
return False
for i in range(len(s) - 2):
if len(set(s[i:i+3])) != 3:
return False
return TrueAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passIncorrect samples
sample 16 · humaneval-plus:HumanEval/99fail · 0.0% · 158546ms · 125aa68cf8ce
Question
def closest_integer(value):
'''
Create a function that takes a value (string) representing a number
and returns the closest integer to it. If the number is equidistant
from two integers, round it away from zero.
Examples
>>> closest_integer("10")
10
>>> closest_integer("15.3")
15
Note:
Rounding away from zero means that if the given number is equidistant
from two integers, the one you should return is the one that is the
farthest from zero. For example closest_integer("14.5") should
return 15 and closest_integer("-14.5") should return -15.
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def closest_integer(value):
'''
Create a function that takes a value (string) representing a number
and returns the closest integer to it. If the number is equidistant
from two integers, round it away from zero.
Examples
>>> closest_integer("10")
10
>>> closest_integer("15.3")
15
Note:
Rounding away from zero means that if the given number is equidistant
from two integers, the one you should return is the one that is the
farthest from zero. For example closest_integer("14.5") should
return 15 and closest_integer("-14.5") should return -15.
'''
Agent trace
from decimal import Decimal, ROUND_HALF_UP
def closest_integer(value):
'''
Create a function that takes a value (string) representing a number
and returns the closest integer to it. If the number is equidistant
from two integers, round it away from zero.
Examples
>>> closest_integer("10")
10
>>> closest_integer("15.3")
15
Note:
Rounding away from zero means that if the given number is equidistant
from two integers, the one you should return is the one that is the
farthest from zero. For example closest_integer("14.5") should
return 15 and closest_integer("-14.5") should return -15.
'''
return int(Decimal(value).to_integral_value(rounding=ROUND_HALF_UP))Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpidlnyidl/solution.py", line 57, in <module>
check(closest_integer)
File "/tmp/tmpidlnyidl/solution.py", line 54, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpidlnyidl/solution.py", line 47, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 85 · humaneval-plus:HumanEval/22fail · 0.0% · 612764ms · 3488d1696764
Question
from typing import List, Any
def filter_integers(values: List[Any]) -> List[int]:
""" Filter given list of any python values only for integers
>>> filter_integers(['a', 3.14, 5])
[5]
>>> filter_integers([1, 2, 3, 'abc', {}, []])
[1, 2, 3]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
from typing import List, Any
def filter_integers(values: List[Any]) -> List[int]:
""" Filter given list of any python values only for integers
>>> filter_integers(['a', 3.14, 5])
[5]
>>> filter_integers([1, 2, 3, 'abc', {}, []])
[1, 2, 3]
"""
Agent trace
from typing import List, Any
def filter_integers(values: List[Any]) -> List[int]:
""" Filter given list of any python values only for integers
>>> filter_integers(['a', 3.14, 5])
[5]
>>> filter_integers([1, 2, 3, 'abc', {}, []])
[1, 2, 3]
"""
return [value for value in values if isinstance(value, int)]Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpwgv3jo7s/solution.py", line 46, in <module>
check(filter_integers)
File "/tmp/tmpwgv3jo7s/solution.py", line 43, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpwgv3jo7s/solution.py", line 36, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 114 · humaneval-plus:HumanEval/32fail · 0.0% · 30940ms · 250cd50d8dd1
Question
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""
Agent trace
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""
begin, end = -1.0, 1.0
# Expand the search interval until the polynomial values at the endpoints
# have opposite signs (guaranteed to happen since the polynomial has odd
# degree with a non-zero leading coefficient).
while poly(xs, begin) * poly(xs, end) > 0:
begin *= 2.0
end *= 2.0
# Bisect the interval to narrow down the zero.
while end - begin > 1e-10:
middle = (begin + end) / 2.0
if poly(xs, middle) * poly(xs, begin) > 0:
begin = middle
else:
end = middle
return beginAdditional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpzww_p9wl/solution.py", line 58, in <module>
check(find_zero)
File "/tmp/tmpzww_p9wl/solution.py", line 55, in check
assert _poly(*candidate(*inp), inp) <= 0.0001
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
TypeError: Value after * must be an iterable, not floatExtracted:
fail · Gold: passsample 116 · humaneval-plus:HumanEval/124fail · 0.0% · 70535ms · f95f40e8f1a6
Question
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 days for months 1,3,5,7,8,10,12. And the number of days is not less than 1 or higher than 30 days for months 4,6,9,11. And, the number of days is not less than 1 or higher than 29 for the month 2.
3. The months should not be less than 1 or higher than 12.
4. The date should be in the format: mm-dd-yyyy
for example:
valid_date('03-11-2000') => True
valid_date('15-01-2012') => False
valid_date('04-0-2040') => False
valid_date('06-04-2020') => True
valid_date('06/04/2020') => False
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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 days for months 1,3,5,7,8,10,12. And the number of days is not less than 1 or higher than 30 days for months 4,6,9,11. And, the number of days is not less than 1 or higher than 29 for the month 2.
3. The months should not be less than 1 or higher than 12.
4. The date should be in the format: mm-dd-yyyy
for example:
valid_date('03-11-2000') => True
valid_date('15-01-2012') => False
valid_date('04-0-2040') => False
valid_date('06-04-2020') => True
valid_date('06/04/2020') => False
"""
Agent trace
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 days for months 1,3,5,7,8,10,12. And the number of days is not less than 1 or higher than 30 days for months 4,6,9,11. And, the number of days is not less than 1 or higher than 29 for the month 2.
3. The months should not be less than 1 or higher than 12.
4. The date should be in the format: mm-dd-yyyy
for example:
valid_date('03-11-2000') => True
valid_date('15-01-2012') => False
valid_date('04-0-2040') => False
valid_date('06-04-2020') => True
valid_date('06/04/2020') => False
"""
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 day < 1 or day > 31:
return False
if month in [4, 6, 9, 11] and day > 30:
return False
if month == 2 and day > 29:
return False
except Exception:
return False
return TrueAdditional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpmfhn_bz0/solution.py", line 70, in <module>
check(valid_date)
File "/tmp/tmpmfhn_bz0/solution.py", line 67, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpmfhn_bz0/solution.py", line 60, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 120 · humaneval-plus:HumanEval/141fail · 0.0% · 8456ms · 8b3e950b875c
Question
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 more than three digits ('0'-'9') in the file's name.
- The file's name contains exactly one dot '.'
- The substring before the dot should not be empty, and it starts with a letter from
the latin alphapet ('a'-'z' and 'A'-'Z').
- The substring after the dot should be one of these: ['txt', 'exe', 'dll']
Examples:
file_name_check("example.txt") # => 'Yes'
file_name_check("1example.dll") # => 'No' (the name should start with a latin alphapet letter)
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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 more than three digits ('0'-'9') in the file's name.
- The file's name contains exactly one dot '.'
- The substring before the dot should not be empty, and it starts with a letter from
the latin alphapet ('a'-'z' and 'A'-'Z').
- The substring after the dot should be one of these: ['txt', 'exe', 'dll']
Examples:
file_name_check("example.txt") # => 'Yes'
file_name_check("1example.dll") # => 'No' (the name should start with a latin alphapet letter)
"""
Agent trace
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 more than three digits ('0'-'9') in the file's name.
- The file's name contains exactly one dot '.'
- The substring before the dot should not be empty, and it starts with a letter from
the latin alphapet ('a'-'z' and 'A'-'Z').
- The substring after the dot should be one of these: ['txt', 'exe', 'dll']
Examples:
file_name_check("example.txt") # => 'Yes'
file_name_check("1example.dll") # => 'No' (the name should start with a latin alphapet letter)
"""
# Condition: exactly one dot
if file_name.count('.') != 1:
return 'No'
# Condition: no more than three digits ('0'-'9')
digit_count = sum(1 for c in file_name if c in '0123456789')
if digit_count > 3:
return 'No'
# Split into the part before and after the dot
before, after = file_name.split('.')
# Condition: substring before the dot should not be empty
if not before:
return 'No'
# Condition: substring before the dot starts with a latin alphabet letter
first = before[0]
if not (('a' <= first <= 'z') or ('A' <= first <= 'Z')):
return 'No'
# Condition: substring after the dot must be one of the allowed extensions
if after not in ['txt', 'exe', 'dll']:
return 'No'
return 'Yes'Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpxctbwc__/solution.py", line 75, in <module>
check(file_name_check)
File "/tmp/tmpxctbwc__/solution.py", line 72, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpxctbwc__/solution.py", line 65, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passby Per0 · shard 13 · 9/1/2026, 1:07:26 PM · cmtiomfgl054qp401qfoev4e195.1%156/164 correct · 5 correct traces · 5 incorrect traces
by Per0 · shard 13 · 9/1/2026, 1:07:26 PM · cmtiomfgl054qp401qfoev4e1
95.1%
Correct samples
sample 1 · humaneval-plus:HumanEval/163pass · 100.0% · 8738ms · 46cd1b674899
Question
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) => []
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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) => []
"""
Agent trace
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]Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 2 · humaneval-plus:HumanEval/155pass · 100.0% · 10418ms · 803353390d0c
Question
def even_odd_count(num):
"""Given an integer. return a tuple that has the number of even and odd digits respectively.
Example:
even_odd_count(-12) ==> (1, 1)
even_odd_count(123) ==> (1, 2)
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def even_odd_count(num):
"""Given an integer. return a tuple that has the number of even and odd digits respectively.
Example:
even_odd_count(-12) ==> (1, 1)
even_odd_count(123) ==> (1, 2)
"""
Agent trace
def even_odd_count(num):
"""Given an integer. return a tuple that has the number of even and odd digits respectively.
Example:
even_odd_count(-12) ==> (1, 1)
even_odd_count(123) ==> (1, 2)
"""
even_count = 0
odd_count = 0
for digit in str(abs(num)):
if int(digit) % 2 == 0:
even_count += 1
else:
odd_count += 1
return (even_count, odd_count)Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 3 · humaneval-plus:HumanEval/76pass · 100.0% · 49421ms · baea024f4bf6
Question
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_simple_power(3, 2) => false
is_simple_power(3, 1) => false
is_simple_power(5, 3) => false
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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_simple_power(3, 2) => false
is_simple_power(3, 1) => false
is_simple_power(5, 3) => false
"""
Agent trace
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_simple_power(3, 2) => false
is_simple_power(3, 1) => false
is_simple_power(5, 3) => false
"""
if x == 1:
return True
if n == 0 or n == 1 or n == -1:
return x == n
power = n
while abs(power) < abs(x):
power *= n
return power == xAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 4 · humaneval-plus:HumanEval/116pass · 100.0% · 51827ms · e424308979c4
Question
def sort_array(arr):
"""
In this Kata, you have to sort an array of non-negative integers according to
number of ones in their binary representation in ascending order.
For similar number of ones, sort based on decimal value.
It must be implemented like this:
>>> sort_array([1, 5, 2, 3, 4]) == [1, 2, 3, 4, 5]
>>> sort_array([-2, -3, -4, -5, -6]) == [-6, -5, -4, -3, -2]
>>> sort_array([1, 0, 2, 3, 4]) [0, 1, 2, 3, 4]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def sort_array(arr):
"""
In this Kata, you have to sort an array of non-negative integers according to
number of ones in their binary representation in ascending order.
For similar number of ones, sort based on decimal value.
It must be implemented like this:
>>> sort_array([1, 5, 2, 3, 4]) == [1, 2, 3, 4, 5]
>>> sort_array([-2, -3, -4, -5, -6]) == [-6, -5, -4, -3, -2]
>>> sort_array([1, 0, 2, 3, 4]) [0, 1, 2, 3, 4]
"""
Agent trace
def sort_array(arr):
"""
In this Kata, you have to sort an array of non-negative integers according to
number of ones in their binary representation in ascending order.
For similar number of ones, sort based on decimal value.
It must be implemented like this:
>>> sort_array([1, 5, 2, 3, 4]) == [1, 2, 3, 4, 5]
>>> sort_array([-2, -3, -4, -5, -6]) == [-6, -5, -4, -3, -2]
>>> sort_array([1, 0, 2, 3, 4]) [0, 1, 2, 3, 4]
"""
return sorted(sorted(arr), key=lambda x: bin(x)[2:].count('1'))Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 5 · humaneval-plus:HumanEval/33pass · 100.0% · 25577ms · cf7eb4b43f82
Question
def sort_third(l: list):
"""This function takes a list l and returns a list l' such that
l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal
to the values of the corresponding indicies of l, but sorted.
>>> sort_third([1, 2, 3])
[1, 2, 3]
>>> sort_third([5, 6, 3, 4, 8, 9, 2])
[2, 6, 3, 4, 8, 9, 5]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def sort_third(l: list):
"""This function takes a list l and returns a list l' such that
l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal
to the values of the corresponding indicies of l, but sorted.
>>> sort_third([1, 2, 3])
[1, 2, 3]
>>> sort_third([5, 6, 3, 4, 8, 9, 2])
[2, 6, 3, 4, 8, 9, 5]
"""
Agent trace
def sort_third(l: list):
"""This function takes a list l and returns a list l' such that
l' is identical to l in the indicies that are not divisible by three, while its values at the indicies that are divisible by three are equal
to the values of the corresponding indicies of l, but sorted.
>>> sort_third([1, 2, 3])
[1, 2, 3]
>>> sort_third([5, 6, 3, 4, 8, 9, 2])
[2, 6, 3, 4, 8, 9, 5]
"""
l = list(l)
l[::3] = sorted(l[::3])
return lAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passIncorrect samples
sample 12 · humaneval-plus:HumanEval/47fail · 0.0% · 272934ms · f8af5031d1cb
Question
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
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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
"""
Agent trace
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] + l[len(l) // 2 + 1]) / 2.0Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpjts5010y/solution.py", line 47, in <module>
check(median)
File "/tmp/tmpjts5010y/solution.py", line 44, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpjts5010y/solution.py", line 35, in assertion
assert np.allclose(out, exp, rtol=1e-07, atol=atol)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 16 · humaneval-plus:HumanEval/22fail · 0.0% · 18875ms · 3488d1696764
Question
from typing import List, Any
def filter_integers(values: List[Any]) -> List[int]:
""" Filter given list of any python values only for integers
>>> filter_integers(['a', 3.14, 5])
[5]
>>> filter_integers([1, 2, 3, 'abc', {}, []])
[1, 2, 3]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
from typing import List, Any
def filter_integers(values: List[Any]) -> List[int]:
""" Filter given list of any python values only for integers
>>> filter_integers(['a', 3.14, 5])
[5]
>>> filter_integers([1, 2, 3, 'abc', {}, []])
[1, 2, 3]
"""
Agent trace
from typing import List, Any
def filter_integers(values: List[Any]) -> List[int]:
""" Filter given list of any python values only for integers
>>> filter_integers(['a', 3.14, 5])
[5]
>>> filter_integers([1, 2, 3, 'abc', {}, []])
[1, 2, 3]
"""
return [x for x in values if isinstance(x, int)]Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmp67q00e6v/solution.py", line 46, in <module>
check(filter_integers)
File "/tmp/tmp67q00e6v/solution.py", line 43, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmp67q00e6v/solution.py", line 36, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 46 · humaneval-plus:HumanEval/91fail · 0.0% · 16513ms · 57147f23be53
Question
def is_bored(S):
"""
You'll be given a string of words, and your task is to count the number
of boredoms. A boredom is a sentence that starts with the word "I".
Sentences are delimited by '.', '?' or '!'.
For example:
>>> is_bored("Hello world")
0
>>> is_bored("The sky is blue. The sun is shining. I love this weather")
1
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_bored(S):
"""
You'll be given a string of words, and your task is to count the number
of boredoms. A boredom is a sentence that starts with the word "I".
Sentences are delimited by '.', '?' or '!'.
For example:
>>> is_bored("Hello world")
0
>>> is_bored("The sky is blue. The sun is shining. I love this weather")
1
"""
Agent trace
import re
def is_bored(S):
"""
You'll be given a string of words, and your task is to count the number
of boredoms. A boredom is a sentence that starts with the word "I".
Sentences are delimited by '.', '?' or '!'.
For example:
>>> is_bored("Hello world")
0
>>> is_bored("The sky is blue. The sun is shining. I love this weather")
1
"""
sentences = re.split(r'[.?!]', S)
count = 0
for sentence in sentences:
words = sentence.split()
if words and words[0] == 'I':
count += 1
return countAdditional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpj9p3r268/solution.py", line 56, in <module>
check(is_bored)
File "/tmp/tmpj9p3r268/solution.py", line 53, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpj9p3r268/solution.py", line 46, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 52 · humaneval-plus:HumanEval/141fail · 0.0% · 21577ms · 8b3e950b875c
Question
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 more than three digits ('0'-'9') in the file's name.
- The file's name contains exactly one dot '.'
- The substring before the dot should not be empty, and it starts with a letter from
the latin alphapet ('a'-'z' and 'A'-'Z').
- The substring after the dot should be one of these: ['txt', 'exe', 'dll']
Examples:
file_name_check("example.txt") # => 'Yes'
file_name_check("1example.dll") # => 'No' (the name should start with a latin alphapet letter)
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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 more than three digits ('0'-'9') in the file's name.
- The file's name contains exactly one dot '.'
- The substring before the dot should not be empty, and it starts with a letter from
the latin alphapet ('a'-'z' and 'A'-'Z').
- The substring after the dot should be one of these: ['txt', 'exe', 'dll']
Examples:
file_name_check("example.txt") # => 'Yes'
file_name_check("1example.dll") # => 'No' (the name should start with a latin alphapet letter)
"""
Agent trace
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 more than three digits ('0'-'9') in the file's name.
- The file's name contains exactly one dot '.'
- The substring before the dot should not be empty, and it starts with a letter from
the latin alphapet ('a'-'z' and 'A'-'Z').
- The substring after the dot should be one of these: ['txt', 'exe', 'dll']
Examples:
file_name_check("example.txt") # => 'Yes'
file_name_check("1example.dll") # => 'No' (the name should start with a latin alphapet letter)
"""
# Condition 1: no more than three digits in the file's name
digit_count = sum(1 for c in file_name if c in '0123456789')
if digit_count > 3:
return 'No'
# Condition 2: exactly one dot
if file_name.count('.') != 1:
return 'No'
before, after = file_name.split('.')
# Condition 3: substring before the dot is not empty and starts with a latin letter
if not before:
return 'No'
first_char = before[0]
if not ('a' <= first_char <= 'z' or 'A' <= first_char <= 'Z'):
return 'No'
# Condition 4: substring after the dot must be one of the allowed extensions
if after not in ('txt', 'exe', 'dll'):
return 'No'
return 'Yes'Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmp39s2vt_3/solution.py", line 72, in <module>
check(file_name_check)
File "/tmp/tmp39s2vt_3/solution.py", line 69, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmp39s2vt_3/solution.py", line 62, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 55 · humaneval-plus:HumanEval/132fail · 0.0% · 158423ms · d65ed04e2d42
Question
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''
Agent trace
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''
opening_bracket_index = []
closing_bracket_index = []
for i in range(len(string)):
if string[i] == '[':
opening_bracket_index.append(i)
else:
closing_bracket_index.append(i)
closing_bracket_index.reverse()
cnt = 0
i = 0
l = len(closing_bracket_index)
for idx in opening_bracket_index:
if i < l and idx < closing_bracket_index[i]:
cnt += 1
i += 1
return cnt >= 2Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmplnjh08rt/solution.py", line 64, in <module>
check(is_nested)
File "/tmp/tmplnjh08rt/solution.py", line 61, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmplnjh08rt/solution.py", line 54, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passby Per0 · shard 12 · 9/1/2026, 7:26:08 AM · cmticfisn03b0p401xho0juv293.3%153/164 correct · 5 correct traces · 5 incorrect traces
by Per0 · shard 12 · 9/1/2026, 7:26:08 AM · cmticfisn03b0p401xho0juv2
93.3%
Correct samples
sample 1 · humaneval-plus:HumanEval/135pass · 100.0% · 6721ms · cc8c075e688c
Question
def can_arrange(arr):
"""Create a function which returns the largest index of an element which
is not greater than or equal to the element immediately preceding it. If
no such element exists then return -1. The given array will not contain
duplicate values.
Examples:
can_arrange([1,2,4,3,5]) = 3
can_arrange([1,2,3]) = -1
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def can_arrange(arr):
"""Create a function which returns the largest index of an element which
is not greater than or equal to the element immediately preceding it. If
no such element exists then return -1. The given array will not contain
duplicate values.
Examples:
can_arrange([1,2,4,3,5]) = 3
can_arrange([1,2,3]) = -1
"""
Agent trace
def can_arrange(arr):
"""Create a function which returns the largest index of an element which
is not greater than or equal to the element immediately preceding it. If
no such element exists then return -1. The given array will not contain
duplicate values.
Examples:
can_arrange([1,2,4,3,5]) = 3
can_arrange([1,2,3]) = -1
"""
result = -1
for i in range(1, len(arr)):
if arr[i] < arr[i - 1]:
result = i
return resultAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 2 · humaneval-plus:HumanEval/134pass · 100.0% · 11914ms · 94136d672678
Question
def check_if_last_char_is_a_letter(txt):
'''
Create a function that returns True if the last character
of a given string is an alphabetical character and is not
a part of a word, and False otherwise.
Note: "word" is a group of characters separated by space.
Examples:
check_if_last_char_is_a_letter("apple pie") ➞ False
check_if_last_char_is_a_letter("apple pi e") ➞ True
check_if_last_char_is_a_letter("apple pi e ") ➞ False
check_if_last_char_is_a_letter("") ➞ False
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def check_if_last_char_is_a_letter(txt):
'''
Create a function that returns True if the last character
of a given string is an alphabetical character and is not
a part of a word, and False otherwise.
Note: "word" is a group of characters separated by space.
Examples:
check_if_last_char_is_a_letter("apple pie") ➞ False
check_if_last_char_is_a_letter("apple pi e") ➞ True
check_if_last_char_is_a_letter("apple pi e ") ➞ False
check_if_last_char_is_a_letter("") ➞ False
'''
Agent trace
def check_if_last_char_is_a_letter(txt):
'''
Create a function that returns True if the last character
of a given string is an alphabetical character and is not
a part of a word, and False otherwise.
Note: "word" is a group of characters separated by space.
Examples:
check_if_last_char_is_a_letter("apple pie") ➞ False
check_if_last_char_is_a_letter("apple pi e") ➞ True
check_if_last_char_is_a_letter("apple pi e ") ➞ False
check_if_last_char_is_a_letter("") ➞ False
'''
check = txt.split(' ')[-1]
return True if len(check) == 1 and ('a' <= check.lower() <= 'z') else FalseAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 3 · humaneval-plus:HumanEval/26pass · 100.0% · 14486ms · 389d17da1ee8
Question
from typing import List
def remove_duplicates(numbers: List[int]) -> List[int]:
""" From a list of integers, remove all elements that occur more than once.
Keep order of elements left the same as in the input.
>>> remove_duplicates([1, 2, 3, 2, 4])
[1, 3, 4]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
from typing import List
def remove_duplicates(numbers: List[int]) -> List[int]:
""" From a list of integers, remove all elements that occur more than once.
Keep order of elements left the same as in the input.
>>> remove_duplicates([1, 2, 3, 2, 4])
[1, 3, 4]
"""
Agent trace
from typing import List
from collections import Counter
def remove_duplicates(numbers: List[int]) -> List[int]:
""" From a list of integers, remove all elements that occur more than once.
Keep order of elements left the same as in the input.
>>> remove_duplicates([1, 2, 3, 2, 4])
[1, 3, 4]
"""
counts = Counter(numbers)
return [num for num in numbers if counts[num] == 1]Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 4 · humaneval-plus:HumanEval/6pass · 100.0% · 23399ms · fa282294dbc8
Question
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 nesting while ((())) has three.
>>> parse_nested_parens('(()()) ((())) () ((())()())')
[2, 3, 1, 3]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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 nesting while ((())) has three.
>>> parse_nested_parens('(()()) ((())) () ((())()())')
[2, 3, 1, 3]
"""
Agent trace
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 nesting while ((())) has three.
>>> parse_nested_parens('(()()) ((())) () ((())()())')
[2, 3, 1, 3]
"""
result = []
for group in paren_string.split():
current_depth = 0
max_depth = 0
for char in group:
if char == '(':
current_depth += 1
if current_depth > max_depth:
max_depth = current_depth
elif char == ')':
current_depth -= 1
result.append(max_depth)
return resultAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 5 · humaneval-plus:HumanEval/17pass · 100.0% · 13038ms · d3a282b9e82d
Question
from typing import List
def parse_music(music_string: str) -> List[int]:
""" Input to this function is a string representing musical notes in a special ASCII format.
Your task is to parse this string and return list of integers corresponding to how many beats does each
not last.
Here is a legend:
'o' - whole note, lasts four beats
'o|' - half note, lasts two beats
'.|' - quater note, lasts one beat
>>> parse_music('o o| .| o| o| .| .| .| .| o o')
[4, 2, 1, 2, 2, 1, 1, 1, 1, 4, 4]
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
from typing import List
def parse_music(music_string: str) -> List[int]:
""" Input to this function is a string representing musical notes in a special ASCII format.
Your task is to parse this string and return list of integers corresponding to how many beats does each
not last.
Here is a legend:
'o' - whole note, lasts four beats
'o|' - half note, lasts two beats
'.|' - quater note, lasts one beat
>>> parse_music('o o| .| o| o| .| .| .| .| o o')
[4, 2, 1, 2, 2, 1, 1, 1, 1, 4, 4]
"""
Agent trace
from typing import List
def parse_music(music_string: str) -> List[int]:
""" Input to this function is a string representing musical notes in a special ASCII format.
Your task is to parse this string and return list of integers corresponding to how many beats does each
not last.
Here is a legend:
'o' - whole note, lasts four beats
'o|' - half note, lasts two beats
'.|' - quater note, lasts one beat
>>> parse_music('o o| .| o| o| .| .| .| .| o o')
[4, 2, 1, 2, 2, 1, 1, 1, 1, 4, 4]
"""
note_beats = {'o': 4, 'o|': 2, '.|': 1}
return [note_beats[note] for note in music_string.split()]Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passIncorrect samples
sample 17 · humaneval-plus:HumanEval/122fail · 0.0% · 64099ms · b993751fffe7
Question
def add_elements(arr, k):
"""
Given a non-empty array of integers arr and an integer k, return
the sum of the elements with at most two digits from the first k elements of arr.
Example:
Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4
Output: 24 # sum of 21 + 3
Constraints:
1. 1 <= len(arr) <= 100
2. 1 <= k <= len(arr)
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def add_elements(arr, k):
"""
Given a non-empty array of integers arr and an integer k, return
the sum of the elements with at most two digits from the first k elements of arr.
Example:
Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4
Output: 24 # sum of 21 + 3
Constraints:
1. 1 <= len(arr) <= 100
2. 1 <= k <= len(arr)
"""
Agent trace
def add_elements(arr, k):
"""
Given a non-empty array of integers arr and an integer k, return
the sum of the elements with at most two digits from the first k elements of arr.
Example:
Input: arr = [111,21,3,4000,5,6,7,8,9], k = 4
Output: 24 # sum of 21 + 3
Constraints:
1. 1 <= len(arr) <= 100
2. 1 <= k <= len(arr)
"""
return sum(elem for elem in arr[:k] if len(str(elem)) <= 2)Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpbiq4aupt/solution.py", line 50, in <module>
check(add_elements)
File "/tmp/tmpbiq4aupt/solution.py", line 47, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpbiq4aupt/solution.py", line 40, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 43 · humaneval-plus:HumanEval/124fail · 0.0% · 98426ms · f95f40e8f1a6
Question
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 days for months 1,3,5,7,8,10,12. And the number of days is not less than 1 or higher than 30 days for months 4,6,9,11. And, the number of days is not less than 1 or higher than 29 for the month 2.
3. The months should not be less than 1 or higher than 12.
4. The date should be in the format: mm-dd-yyyy
for example:
valid_date('03-11-2000') => True
valid_date('15-01-2012') => False
valid_date('04-0-2040') => False
valid_date('06-04-2020') => True
valid_date('06/04/2020') => False
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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 days for months 1,3,5,7,8,10,12. And the number of days is not less than 1 or higher than 30 days for months 4,6,9,11. And, the number of days is not less than 1 or higher than 29 for the month 2.
3. The months should not be less than 1 or higher than 12.
4. The date should be in the format: mm-dd-yyyy
for example:
valid_date('03-11-2000') => True
valid_date('15-01-2012') => False
valid_date('04-0-2040') => False
valid_date('06-04-2020') => True
valid_date('06/04/2020') => False
"""
Agent trace
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 days for months 1,3,5,7,8,10,12. And the number of days is not less than 1 or higher than 30 days for months 4,6,9,11. And, the number of days is not less than 1 or higher than 29 for the month 2.
3. The months should not be less than 1 or higher than 12.
4. The date should be in the format: mm-dd-yyyy
for example:
valid_date('03-11-2000') => True
valid_date('15-01-2012') => False
valid_date('04-0-2040') => False
valid_date('06-04-2020') => True
valid_date('06/04/2020') => False
"""
if not date:
return False
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 day < 1 or day > 31:
return False
if month in (4, 6, 9, 11) and day > 30:
return False
if month == 2 and day > 29:
return False
except (ValueError, AttributeError):
return False
return TrueAdditional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpn56s7pbe/solution.py", line 72, in <module>
check(valid_date)
File "/tmp/tmpn56s7pbe/solution.py", line 69, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpn56s7pbe/solution.py", line 62, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 50 · humaneval-plus:HumanEval/140fail · 0.0% · 363107ms · 7bec51cd74df
Question
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") == "_Example_2"
fix_spaces(" Example 3") == "_Example-3"
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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") == "_Example_2"
fix_spaces(" Example 3") == "_Example-3"
"""
Agent trace
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") == "_Example_2"
fix_spaces(" Example 3") == "_Example-3"
"""
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:
new_text += text[i]
start, end = i + 1, i + 1
i += 1
if end - start > 2:
new_text += "-"
elif end - start > 0:
new_text += "_"
return new_textAdditional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpiivhm3qw/solution.py", line 66, in <module>
check(fix_spaces)
File "/tmp/tmpiivhm3qw/solution.py", line 63, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpiivhm3qw/solution.py", line 56, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 68 · humaneval-plus:HumanEval/19fail · 0.0% · 17156ms · 41017e761442
Question
from typing import List
def sort_numbers(numbers: str) -> str:
""" Input is a space-delimited string of numberals from 'zero' to 'nine'.
Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five', 'six', 'seven', 'eight' and 'nine'.
Return the string with numbers sorted from smallest to largest
>>> sort_numbers('three one five')
'one three five'
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
from typing import List
def sort_numbers(numbers: str) -> str:
""" Input is a space-delimited string of numberals from 'zero' to 'nine'.
Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five', 'six', 'seven', 'eight' and 'nine'.
Return the string with numbers sorted from smallest to largest
>>> sort_numbers('three one five')
'one three five'
"""
Agent trace
from typing import List
def sort_numbers(numbers: str) -> str:
""" Input is a space-delimited string of numberals from 'zero' to 'nine'.
Valid choices are 'zero', 'one', 'two', 'three', 'four', 'five', 'six', 'seven', 'eight' and 'nine'.
Return the string with numbers sorted from smallest to largest
>>> sort_numbers('three one five')
'one three five'
"""
value_map = {
'zero': 0,
'one': 1,
'two': 2,
'three': 3,
'four': 4,
'five': 5,
'six': 6,
'seven': 7,
'eight': 8,
'nine': 9,
}
return ' '.join(sorted(numbers.split(' '), key=lambda word: value_map[word]))Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmp5twr6fe9/solution.py", line 58, in <module>
check(sort_numbers)
File "/tmp/tmp5twr6fe9/solution.py", line 55, in check
assertion(candidate(*inp), exp, 0)
^^^^^^^^^^^^^^^
File "/tmp/tmp5twr6fe9/solution.py", line 23, in sort_numbers
return ' '.join(sorted(numbers.split(' '), key=lambda word: value_map[word]))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/tmp/tmp5twr6fe9/solution.py", line 23, in <lambda>
return ' '.join(sorted(numbers.split(' '), key=lambda word: value_map[word]))
~~~~~~~~~^^^^^^
KeyError: ''Extracted:
fail · Gold: passsample 70 · humaneval-plus:HumanEval/76fail · 0.0% · 27631ms · baea024f4bf6
Question
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_simple_power(3, 2) => false
is_simple_power(3, 1) => false
is_simple_power(5, 3) => false
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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_simple_power(3, 2) => false
is_simple_power(3, 1) => false
is_simple_power(5, 3) => false
"""
Agent trace
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_simple_power(3, 2) => false
is_simple_power(3, 1) => false
is_simple_power(5, 3) => false
"""
if n == 1:
return x == 1
power = 1
while power < x:
power = power * n
return power == xAdditional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpwb_0zjst/solution.py", line 53, in <module>
check(is_simple_power)
File "/tmp/tmpwb_0zjst/solution.py", line 50, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpwb_0zjst/solution.py", line 43, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passby Per0 · shard 11 · 8/31/2026, 12:33:16 PM · cmth7ynj3010up4016eu8n23t92.1%151/164 correct · 5 correct traces · 5 incorrect traces
by Per0 · shard 11 · 8/31/2026, 12:33:16 PM · cmth7ynj3010up4016eu8n23t
92.1%
Correct samples
sample 2 · humaneval-plus:HumanEval/134pass · 100.0% · 100787ms · 94136d672678
Question
def check_if_last_char_is_a_letter(txt):
'''
Create a function that returns True if the last character
of a given string is an alphabetical character and is not
a part of a word, and False otherwise.
Note: "word" is a group of characters separated by space.
Examples:
check_if_last_char_is_a_letter("apple pie") ➞ False
check_if_last_char_is_a_letter("apple pi e") ➞ True
check_if_last_char_is_a_letter("apple pi e ") ➞ False
check_if_last_char_is_a_letter("") ➞ False
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def check_if_last_char_is_a_letter(txt):
'''
Create a function that returns True if the last character
of a given string is an alphabetical character and is not
a part of a word, and False otherwise.
Note: "word" is a group of characters separated by space.
Examples:
check_if_last_char_is_a_letter("apple pie") ➞ False
check_if_last_char_is_a_letter("apple pi e") ➞ True
check_if_last_char_is_a_letter("apple pi e ") ➞ False
check_if_last_char_is_a_letter("") ➞ False
'''
Agent trace
def check_if_last_char_is_a_letter(txt):
if not txt:
return False
return txt[-1].isalpha() and (len(txt) == 1 or txt[-2] == ' ')Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 3 · humaneval-plus:HumanEval/123pass · 100.0% · 16609ms · 1e85d1a20f6c
Question
def get_odd_collatz(n):
"""
Given a positive integer n, return a sorted list that has the odd numbers in collatz sequence.
The Collatz conjecture is a conjecture in mathematics that concerns a sequence defined
as follows: start with any positive integer n. Then each term is obtained from the
previous term as follows: if the previous term is even, the next term is one half of
the previous term. If the previous term is odd, the next term is 3 times the previous
term plus 1. The conjecture is that no matter what value of n, the sequence will always reach 1.
Note:
1. Collatz(1) is [1].
2. returned list sorted in increasing order.
For example:
get_odd_collatz(5) returns [1, 5] # The collatz sequence for 5 is [5, 16, 8, 4, 2, 1], so the odd numbers are only 1, and 5.
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def get_odd_collatz(n):
"""
Given a positive integer n, return a sorted list that has the odd numbers in collatz sequence.
The Collatz conjecture is a conjecture in mathematics that concerns a sequence defined
as follows: start with any positive integer n. Then each term is obtained from the
previous term as follows: if the previous term is even, the next term is one half of
the previous term. If the previous term is odd, the next term is 3 times the previous
term plus 1. The conjecture is that no matter what value of n, the sequence will always reach 1.
Note:
1. Collatz(1) is [1].
2. returned list sorted in increasing order.
For example:
get_odd_collatz(5) returns [1, 5] # The collatz sequence for 5 is [5, 16, 8, 4, 2, 1], so the odd numbers are only 1, and 5.
"""
Agent trace
def get_odd_collatz(n):
odd_numbers = set()
while n != 1:
if n % 2 == 1:
odd_numbers.add(n)
n = 3 * n + 1
else:
n //= 2
odd_numbers.add(1)
return sorted(odd_numbers)Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 4 · humaneval-plus:HumanEval/31pass · 100.0% · 11386ms · b45fcff35b25
Question
def is_prime(n):
"""Return true if a given number is prime, and false otherwise.
>>> is_prime(6)
False
>>> is_prime(101)
True
>>> is_prime(11)
True
>>> is_prime(13441)
True
>>> is_prime(61)
True
>>> is_prime(4)
False
>>> is_prime(1)
False
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_prime(n):
"""Return true if a given number is prime, and false otherwise.
>>> is_prime(6)
False
>>> is_prime(101)
True
>>> is_prime(11)
True
>>> is_prime(13441)
True
>>> is_prime(61)
True
>>> is_prime(4)
False
>>> is_prime(1)
False
"""
Agent trace
def is_prime(n):
"""Return true if a given number is prime, and false otherwise.
>>> is_prime(6)
False
>>> is_prime(101)
True
>>> is_prime(11)
True
>>> is_prime(13441)
True
>>> is_prime(61)
True
>>> is_prime(4)
False
>>> is_prime(1)
False
"""
if n < 2:
return False
if n == 2:
return True
if n % 2 == 0:
return False
divisor = 3
while divisor * divisor <= n:
if n % divisor == 0:
return False
divisor += 2
return TrueAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 5 · humaneval-plus:HumanEval/43pass · 100.0% · 45164ms · a143c2ff3506
Question
def pairs_sum_to_zero(l):
"""
pairs_sum_to_zero takes a list of integers as an input.
it returns True if there are two distinct elements in the list that
sum to zero, and False otherwise.
>>> pairs_sum_to_zero([1, 3, 5, 0])
False
>>> pairs_sum_to_zero([1, 3, -2, 1])
False
>>> pairs_sum_to_zero([1, 2, 3, 7])
False
>>> pairs_sum_to_zero([2, 4, -5, 3, 5, 7])
True
>>> pairs_sum_to_zero([1])
False
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def pairs_sum_to_zero(l):
"""
pairs_sum_to_zero takes a list of integers as an input.
it returns True if there are two distinct elements in the list that
sum to zero, and False otherwise.
>>> pairs_sum_to_zero([1, 3, 5, 0])
False
>>> pairs_sum_to_zero([1, 3, -2, 1])
False
>>> pairs_sum_to_zero([1, 2, 3, 7])
False
>>> pairs_sum_to_zero([2, 4, -5, 3, 5, 7])
True
>>> pairs_sum_to_zero([1])
False
"""
Agent trace
def pairs_sum_to_zero(l):
"""
pairs_sum_to_zero takes a list of integers as an input.
it returns True if there are two distinct elements in the list that
sum to zero, and False otherwise.
>>> pairs_sum_to_zero([1, 3, 5, 0])
False
>>> pairs_sum_to_zero([1, 3, -2, 1])
False
>>> pairs_sum_to_zero([1, 2, 3, 7])
False
>>> pairs_sum_to_zero([2, 4, -5, 3, 5, 7])
True
>>> pairs_sum_to_zero([1])
False
"""
seen = set()
for x in l:
if -x in seen:
return True
seen.add(x)
return FalseAdditional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passsample 6 · humaneval-plus:HumanEval/49pass · 100.0% · 33271ms · 0e68ab55599b
Question
def modp(n: int, p: int):
"""Return 2^n modulo p (be aware of numerics).
>>> modp(3, 5)
3
>>> modp(1101, 101)
2
>>> modp(0, 101)
1
>>> modp(3, 11)
8
>>> modp(100, 101)
1
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def modp(n: int, p: int):
"""Return 2^n modulo p (be aware of numerics).
>>> modp(3, 5)
3
>>> modp(1101, 101)
2
>>> modp(0, 101)
1
>>> modp(3, 11)
8
>>> modp(100, 101)
1
"""
Agent trace
def modp(n: int, p: int):
"""Return 2^n modulo p (be aware of numerics).
>>> modp(3, 5)
3
>>> modp(1101, 101)
2
>>> modp(0, 101)
1
>>> modp(3, 11)
8
>>> modp(100, 101)
1
"""
return pow(2, n, p)Additional reasoning trace
sandbox: passed=true returncode=0 timed_out=false
Extracted:
pass · Gold: passIncorrect samples
sample 1 · humaneval-plus:HumanEval/99fail · 0.0% · 1800008ms · 125aa68cf8ce
Question
def closest_integer(value):
'''
Create a function that takes a value (string) representing a number
and returns the closest integer to it. If the number is equidistant
from two integers, round it away from zero.
Examples
>>> closest_integer("10")
10
>>> closest_integer("15.3")
15
Note:
Rounding away from zero means that if the given number is equidistant
from two integers, the one you should return is the one that is the
farthest from zero. For example closest_integer("14.5") should
return 15 and closest_integer("-14.5") should return -15.
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def closest_integer(value):
'''
Create a function that takes a value (string) representing a number
and returns the closest integer to it. If the number is equidistant
from two integers, round it away from zero.
Examples
>>> closest_integer("10")
10
>>> closest_integer("15.3")
15
Note:
Rounding away from zero means that if the given number is equidistant
from two integers, the one you should return is the one that is the
farthest from zero. For example closest_integer("14.5") should
return 15 and closest_integer("-14.5") should return -15.
'''
Additional reasoning trace
generation failed: Post "http://127.0.0.1:10010/v1/chat/completions": context deadline exceeded
Extracted:
fail · Gold: passsample 12 · humaneval-plus:HumanEval/47fail · 0.0% · 1349280ms · f8af5031d1cb
Question
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
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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
"""
Agent trace
def median(l: list):
if not l:
return None
s = sorted(l)
n = len(s)
if n % 2 == 0:
mid = n // 2
if mid + 1 < n:
return (s[mid] + s[mid + 1]) / 2
return (s[mid - 1] + s[mid]) / 2
return s[n // 2]Additional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpxuw4_f9k/solution.py", line 49, in <module>
check(median)
File "/tmp/tmpxuw4_f9k/solution.py", line 46, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpxuw4_f9k/solution.py", line 37, in assertion
assert np.allclose(out, exp, rtol=1e-07, atol=atol)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 39 · humaneval-plus:HumanEval/32fail · 0.0% · 1800003ms · 250cd50d8dd1
Question
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
import math
def poly(xs: list, x: float):
"""
Evaluates polynomial with coefficients xs at point x.
return xs[0] + xs[1] * x + xs[1] * x^2 + .... xs[n] * x^n
"""
return sum([coeff * math.pow(x, i) for i, coeff in enumerate(xs)])
def find_zero(xs: list):
""" xs are coefficients of a polynomial.
find_zero find x such that poly(x) = 0.
find_zero returns only only zero point, even if there are many.
Moreover, find_zero only takes list xs having even number of coefficients
and largest non zero coefficient as it guarantees
a solution.
>>> round(find_zero([1, 2]), 2) # f(x) = 1 + 2x
-0.5
>>> round(find_zero([-6, 11, -6, 1]), 2) # (x - 1) * (x - 2) * (x - 3) = -6 + 11x - 6x^2 + x^3
1.0
"""
Additional reasoning trace
generation failed: Post "http://127.0.0.1:10010/v1/chat/completions": context deadline exceeded
Extracted:
fail · Gold: passsample 42 · humaneval-plus:HumanEval/132fail · 0.0% · 1307539ms · d65ed04e2d42
Question
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
def is_nested(string):
'''
Create a function that takes a string as input which contains only square brackets.
The function should return True if and only if there is a valid subsequence of brackets
where at least one bracket in the subsequence is nested.
is_nested('[[]]') ➞ True
is_nested('[]]]]]]][[[[[]') ➞ False
is_nested('[][]') ➞ False
is_nested('[]') ➞ False
is_nested('[[][]]') ➞ True
is_nested('[[]][[') ➞ True
'''
Agent trace
def is_nested(string):
opens = 0
closes_after_two_opens = 0
for ch in string:
if ch == '[':
opens += 1
elif ch == ']':
if opens >= 2:
closes_after_two_opens += 1
if closes_after_two_opens >= 2:
return True
return FalseAdditional reasoning trace
sandbox: passed=false returncode=1 timed_out=false
Traceback (most recent call last):
File "/tmp/tmpgs76pver/solution.py", line 49, in <module>
check(is_nested)
File "/tmp/tmpgs76pver/solution.py", line 46, in check
assertion(candidate(*inp), exp, 0)
File "/tmp/tmpgs76pver/solution.py", line 39, in assertion
assert exact_match
^^^^^^^^^^^
AssertionErrorExtracted:
fail · Gold: passsample 56 · humaneval-plus:HumanEval/76fail · 0.0% · 1782550ms · baea024f4bf6
Question
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_simple_power(3, 2) => false
is_simple_power(3, 1) => false
is_simple_power(5, 3) => false
"""Rendered prompt
Complete the following Python function. Reply with the complete implementation in a single ```python code block and no prose.
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_simple_power(3, 2) => false
is_simple_power(3, 1) => false
is_simple_power(5, 3) => false
"""
Additional reasoning trace
generation failed: OpenAI-compatible server returned 500 Internal Server Error: {"error":{"message":"EngineCore encountered an issue. See stack trace (above) for the root cause.","type":"InternalServerError","param":null,"code":500}}Extracted:
fail · Gold: pass