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This commit is contained in:
Adam Wojdyla 2022-04-02 14:23:49 +02:00
parent c514a11a8a
commit 3f3d593e77
1 changed files with 8 additions and 1 deletions
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script.py
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@ -16,17 +16,22 @@ def install_dependencies():
def unzip_package():
"""Unzip dataset"""
print('Unzipping dataset...')
os.system('unzip -o car-prices-poland.zip')
print('Dataset unzipped')
def download_dataset():
"""Download kaggle dataset."""
print('Downloading dataset...')
os.system('kaggle datasets download -d aleksandrglotov/car-prices-poland')
print('Dataset downloaded')
def divide_dataset(dataset):
"""Split dataset to dev, train, test datasets. """
print('Dividing dataset...')
os.system('tail -n +2 Car_Prices_Poland_Kaggle.csv | shuf > ./Car_Prices_Poland_Kaggle_shuf.csv')
len1 = len(dataset) // 6
@ -41,6 +46,8 @@ def divide_dataset(dataset):
os.system('cat Car_Prices_Poland_Kaggle_train.csv | wc -l')
os.system('cat Car_Prices_Poland_Kaggle_dev.csv | wc -l')
os.system('cat Car_Prices_Poland_Kaggle_test.csv | wc -l')
print('Dataset devided')
def get_statistics(dataset):