'Python - download entire directory from Google Cloud Storage
At the following page
https://googlecloudplatform.github.io/google-cloud-python/latest/storage/blobs.html
there are all the API calls which can be used for Python & Google Cloud storage. Even in the "official" samples on github
don't have a related example.
Finally, downloading a directory with the same method used for download files gives the error
Error: [Errno 21] Is a directory:
Solution 1:[1]
You just have to first list all the files in a directory and then download them one by one:
bucket_name = 'your-bucket-name'
prefix = 'your-bucket-directory/'
dl_dir = 'your-local-directory/'
storage_client = storage.Client()
bucket = storage_client.get_bucket(bucket_name=bucket_name)
blobs = bucket.list_blobs(prefix=prefix) # Get list of files
for blob in blobs:
filename = blob.name.replace('/', '_')
blob.download_to_filename(dl_dir + filename) # Download
blob.name includes the entire directory structure + filename, so if you want the same file name as in the bucket, you might want to extract it first (instead of replacing / with _)
Solution 2:[2]
If you want to keep the same directory structure without renaming and also create nested folders. I have for python 3.5+ a solution based on @ksbg answer :
from pathlib import Path
bucket_name = 'your-bucket-name'
prefix = 'your-bucket-directory/'
dl_dir = 'your-local-directory/'
storage_client = storage.Client()
bucket = storage_client.get_bucket(bucket_name=bucket_name)
blobs = bucket.list_blobs(prefix=prefix) # Get list of files
for blob in blobs:
if blob.name.endswith("/"):
continue
file_split = blob.name.split("/")
directory = "/".join(file_split[0:-1])
Path(directory).mkdir(parents=True, exist_ok=True)
blob.download_to_filename(blob.name)
Solution 3:[3]
Lets say, we want to download FINALFOLDER from the storage path: gs://TEST_BUCKET_NAME/FOLDER1/FOLDER2/FINALFOLDER
After downloading, the final path will look like: D:\\my_blob_data\FINALFOLDER
from os import makedirs
from os.path import join, isdir, isfile, basename
from google.cloud import storage
# if your environment was authenticated, the default config will be picked up
storage_client = storage.Client() # comment this line if you want to use service account
# uncomment the line below if you have a service account json
# storage_client = storage.Client.from_service_account_json('creds/sa.json')
bucket_name = 'TEST_BUCKET_NAME'
prefix = 'FOLDER2'
dst_path = 'D:\\my_blob_data'
if isdir(dstPath) == False:
makedirs(dstPath)
bucket = storage_client.bucket(bucket_name=bucket_name)
blobs = bucket.list_blobs(prefix=prefix) # Get list of files
for blob in blobs:
blob_name = blob.name
dst_file_name = blob_name.replace('FOLDER1/FOLDER2', dst_path) #.replace('FOLDER1/FOLDER2', 'D:\\my_blob_data')
# extract the final directory and create it in the destination path if it does not exist
dst_dir = dst_file_name.replace('/' + basename(dst_file_name), '')
if isdir(dst_dir) == False:
makedirs(dst_dir)
# download the blob object
blob.download_to_filename(dst_file_name)
Solution 4:[4]
Refer This Link- https://medium.com/@sandeepsinh/multiple-file-download-form-google-cloud-storage-using-python-and-gcs-api-1dbcab23c44
1 - Add Your Credential Json 2 - List Bucket Items 3 - Download
import logging
import os
from google.cloud import storage
global table_id
global bucket_name
logging.basicConfig(format=’%(levelname)s:%(message)s’, level=logging.DEBUG)
bucket_name = ‘mybucket’
table_id = ‘shakespeare’
storage_client = storage.Client.from_service_account_json(‘/google-cloud/keyfile/service_account.json’)
# The “folder” where the files you want to download are
folder=’/google-cloud/download/{}’.format(table_id)
delimiter=’/’
bucket=storage_client.get_bucket(bucket_name)
blobs=bucket.list_blobs(prefix=table_id, delimiter=delimiter) #List all objects that satisfy the filter.
# Download the file to a destination
def download_to_local():
logging.info(‘File download Started…. Wait for the job to complete.’)
# Create this folder locally if not exists
if not os.path.exists(folder):
os.makedirs(folder)
# Iterating through for loop one by one using API call
for blob in blobs:
logging.info(‘Blobs: {}’.format(blob.name))
destination_uri = ‘{}/{}’.format(folder, blob.name)
blob.download_to_filename(destination_uri)
logging.info(‘Exported {} to {}’.format(
blob.name, destination_uri))
if __name__ == ‘__main__’:
download_to_local()
Sources
This article follows the attribution requirements of Stack Overflow and is licensed under CC BY-SA 3.0.
Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 | |
| Solution 2 | |
| Solution 3 | |
| Solution 4 | Ganesh Kharad |
