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import random | ||
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def generate_random_numbers(count: int, range_start: int, range_end: int) -> list[int]: | ||
"""Generate a list of random integers within a specified range.""" | ||
return [random.randint(range_start, range_end) for _ in range(count)] | ||
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def calculate_mean(numbers: list[int]) -> float: | ||
"""Calculate the mean of a list of numbers.""" | ||
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return sum(numbers) / len(numbers) | ||
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def calculate_median(numbers: list[int]) -> float: | ||
"""Calculate the median of a list of numbers.""" | ||
sorted_numbers = sorted(numbers) | ||
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n = len(sorted_numbers) | ||
mid = n // 2 | ||
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if n % 2 == 0: | ||
return (sorted_numbers[mid - 1] + sorted_numbers[mid]) / 2 | ||
else: | ||
return sorted_numbers[mid] | ||
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def calculate_std_dev(numbers: list[int], mean: float) -> float: | ||
"""Calculate the standard deviation of a list of numbers.""" | ||
variance = sum((x - mean) ** 2 for x in numbers) / len(numbers) | ||
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return variance**0.5 | ||
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def print_histogram(numbers: list[int], bins: int) -> None: | ||
"""Print a text-based histogram of the numbers.""" | ||
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max_value = max(numbers) | ||
min_value = min(numbers) | ||
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range_size = (max_value - min_value) / bins | ||
histogram = [0] * bins | ||
for number in numbers: | ||
index = int((number - min_value) / range_size) | ||
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if index == bins: # This happens when number is the maximum value | ||
index -= 1 | ||
histogram[index] += 1 | ||
for i in range(bins): | ||
print( | ||
f"{min_value + i * range_size:.1f}-{min_value + (i + 1) * range_size:.1f}: {'#' * histogram[i]}" | ||
) | ||
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def main() -> None: | ||
num_numbers = 100 # Number of random numbers to generate | ||
start = 1 # Start of range | ||
end = 100 # End of range | ||
bins = 10 # Number of bins in the histogram | ||
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# Generate random numbers | ||
random_numbers = generate_random_numbers(num_numbers, start, end) | ||
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# Calculate statistics | ||
mean = calculate_mean(random_numbers) | ||
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median = calculate_median(random_numbers) | ||
std_dev = calculate_std_dev(random_numbers, mean) | ||
print(f"Mean: {mean}, Median: {median}, Standard Deviation: {std_dev}") | ||
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# Print the histogram | ||
print_histogram(random_numbers, bins) | ||
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# Main program | ||
if __name__ == "__main__": | ||
main() |
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#!/bin/sh | ||
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echo "Running Ruff format..." | ||
ruff format | ||
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# Add changes to staging area | ||
git add $(git diff --name-only --cached) | ||
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echo "Formatted and re-staged files." |
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[tool.poetry] | ||
name = "ruff" | ||
version = "0.1.0" | ||
description = "" | ||
authors = ["Andreas Bergman <[email protected]>"] | ||
readme = "README.md" | ||
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[tool.poetry.dependencies] | ||
python = "^3.12" | ||
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[build-system] | ||
requires = ["poetry-core"] | ||
build-backend = "poetry.core.masonry.api" |
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import random | ||
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def generate_random_numbers(count: int, range_start: int, range_end: int) -> list[int]: | ||
"""Generate a list of random integers within a specified range.""" | ||
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return [random.randint(range_start, range_end) | ||
for _ in | ||
range(count)] | ||
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def calculate_mean(numbers: list[int]) -> float: | ||
"""Calculate the mean of a list of numbers.""" | ||
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return sum(numbers) / len(numbers) | ||
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def calculate_median(numbers: list[int]) -> float: | ||
"""Calculate the median of a list of numbers.""" | ||
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sorted_numbers = sorted(numbers) | ||
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n = len(sorted_numbers) | ||
mid = n // 2 | ||
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if n % 2 == 0: | ||
return ( | ||
(sorted_numbers[mid - 1] + sorted_numbers[mid]) / 2 | ||
) | ||
else: | ||
return sorted_numbers[mid] | ||
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def calculate_std_dev(numbers: list[int], mean: float) -> float: | ||
"""Calculate the standard deviation of a list of numbers.""" | ||
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variance = sum((x - mean) ** 2 for x in numbers) / len(numbers) | ||
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return variance**0.5 | ||
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def print_histogram(numbers: list[int], bins: int) -> None: | ||
"""Print a text-based histogram of the numbers.""" | ||
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max_value = max(numbers) | ||
min_value = min(numbers) | ||
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range_size = (max_value - min_value) / bins | ||
histogram = [0] * bins | ||
for number in numbers: | ||
index = int((number - min_value) / range_size) | ||
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if index == bins: # This happens when number is the maximum value | ||
index -= 1 | ||
histogram[index] += 1 | ||
for i in range(bins): | ||
print( | ||
f"{min_value + i * range_size:.1f}-{min_value + (i + 1) * range_size:.1f}: {'#' * histogram[i]}" | ||
) | ||
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def main() -> None: | ||
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num_numbers = 100 # Number of random numbers to generate | ||
start = 1 # Start of range | ||
end = 100 # End of range | ||
bins = 10 # Number of bins in the histogram | ||
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# Generate random numbers | ||
random_numbers = generate_random_numbers(num_numbers, start, end) | ||
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# Calculate statistics | ||
mean = calculate_mean(random_numbers) | ||
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median = calculate_median(random_numbers) | ||
std_dev = calculate_std_dev(random_numbers, mean) | ||
print(f"Mean: {mean}, Median: {median}, Standard Deviation: {std_dev}") | ||
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# Print the histogram | ||
print_histogram(random_numbers, bins) | ||
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# Main program | ||
if __name__ == "__main__": | ||
main() |