2023-04-19 19:04:17 +02:00
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#!/bin/bash
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2023-04-19 19:59:47 +02:00
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set -e
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2023-04-19 19:04:17 +02:00
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2023-04-19 19:59:47 +02:00
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# Uwierzytelnianie w Kaggle API za pomocą zmiennych środowiskowych
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export KAGGLE_USERNAME=$KAGGLE_USERNAME
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export KAGGLE_KEY=$KAGGLE_KEY
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2023-04-19 19:37:46 +02:00
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2023-04-19 19:59:47 +02:00
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# Pobieranie i rozpakowywanie danych
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kaggle datasets download -d iabhishekofficial/mobile-price-classification
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unzip -o mobile-price-classification.zip
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2023-04-19 19:37:46 +02:00
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2023-04-19 19:59:47 +02:00
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# Przetwarzanie danych
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2023-04-19 20:22:15 +02:00
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head -n $CUTOFF train.csv > train_cutoff.csv
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cut -f $CUT --complement -d, train_cutoff.csv > mobile-price-classification.csv
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2023-04-19 20:19:32 +02:00
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2023-04-19 19:59:47 +02:00
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# Kompresowanie pliku wynikowego
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2023-04-19 20:22:15 +02:00
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gzip -c mobile-price-classification.csv > output.txt.gz
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