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download_to_gcs_cloud.py
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# wek_to_gcs_fhv.py | |
import os | |
from google.cloud import storage | |
def upload_to_bucket(blob_name, bucket_name, csv_name): | |
""" Upload data to a bucket""" | |
# Explicitly use service account credentials by specifying the private key | |
# file. | |
path_to_file = f'data/{csv_name}' | |
storage_client = storage.Client.from_service_account_json( | |
'creds.json') | |
#print(buckets = list(storage_client.list_buckets()) | |
bucket = storage_client.get_bucket(bucket_name) | |
blob = bucket.blob(f'{blob_name}/{csv_name}') | |
blob.upload_from_filename(path_to_file) | |
#returns a public url | |
return blob.public_url | |
def download_data(month, year): | |
url = f'https://github.com/DataTalksClub/nyc-tlc-data/releases/download/yellow/yellow_tripdata_{year}-{month:02}.csv.gz' | |
csv_name = f'yellow_tripdata_{year}-{month:02}.csv.gz' | |
print(f"Working on getting data from {url}....") | |
os.system(f"wget {url} -O data/{csv_name}") | |
print(f"Data stored in data/{csv_name}....") | |
return csv_name | |
if __name__ == '__main__': | |
year = 2019 | |
for month in range(4,13): | |
download_data(month, year) | |
out = upload_to_bucket( | |
blob_name='data/gcs_bucket/yellow', | |
bucket_name="your_bucket_name", | |
csv_name = f'fhv_tripdata_{year}-{month:02}.csv.gz' | |
) | |
print(out) |
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