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import opendatasets as od
import os
import json
from dotenv import load_dotenv
# Load variables from .env file
load_dotenv()
DATASET_URL = "https://www.kaggle.com/datasets/atharvaingle/crop-recommendation-dataset"
def create_kaggle_json_file():
# Fetch the username and API key from the .env file
username = os.getenv('username')
key = os.getenv('key')
kaggle_credentials = {
"username": username,
"key": key
}
# Path to the kaggle.json file
kaggle_file_path = os.path.join(os.getcwd(), 'kaggle.json')
# Write the dictionary to the .kaggle/kaggle.json file
with open(kaggle_file_path, 'w') as file:
json.dump(kaggle_credentials, file)
def remove_kaggle_json_file():
# Path to the kaggle.json file
kaggle_file_path = os.path.join(os.getcwd(), 'kaggle.json')
# Remove the kaggle.json file
os.remove(kaggle_file_path)
create_kaggle_json_file()
od.download(DATASET_URL)
# Remove the kaggle.json file after downloading the dataset
remove_kaggle_json_file() |