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kaggle_uploader.py
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67 lines (46 loc) · 1.71 KB
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# %%
import datetime
import os
import dotenv
import shutil
import json
dotenv.load_dotenv()
KAGGLE_USERNAME = os.getenv("KAGGLE_USERNAME")
KAGGLE_KEY = os.getenv("KAGGLE_KEY")
class KaggleUploader:
def __init__(self, name, kaggle_client, kaggle_config):
self.name = name
self.kaggle_client = kaggle_client
self.kaggle_config = kaggle_config
def prepare(self):
if not os.path.exists(f"data/{self.name}/kaggle"):
os.makedirs(f"data/{self.name}/kaggle")
with open(f"data/{self.name}/kaggle/dataset-metadata.json", "w") as f:
json.dump(self.kaggle_config, f, indent=4)
for file in os.listdir(f"data/{self.name}"):
if file.endswith(".csv") or file.endswith(".db"):
shutil.copy(f"data/{self.name}/{file}", f"data/{self.name}/kaggle/{file}")
def upload(self):
now = datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S")
self.kaggle_client.dataset_create_version(folder=f"data/{self.name}/kaggle",
version_notes=f"{now} - New version",
convert_to_csv=False,
quiet=False,
)
def run(self):
self.prepare()
self.upload()
def execute():
dotenv.load_dotenv('.env')
with open('config.json', 'r') as f:
configs = json.load(f)
from kaggle.api.kaggle_api_extended import KaggleApi
client = KaggleApi()
client.authenticate()
for config in configs.values():
kaggle_points = KaggleUploader(config['name'], client, config['kaggle'])
kaggle_points.run()
def main():
execute()
if __name__ == "__main__":
main()