Uploading large files to Azure Blob Storage requires specific strategies to ensure reliability and efficiency. Azure provides several methods for this, including using the Azure SDKs, Azure CLI, AzCopy, and the REST API.
When dealing with large files (typically over 100MB), it's crucial to consider:
The Azure SDKs provide high-level abstractions that handle many of the complexities of large file uploads, including chunking, parallel uploads, and retry mechanisms.
Here's a conceptual example using the Python SDK:
from azure.storage.blob import BlobServiceClient, BlobClient, ContainerClient
import os
# Replace with your actual connection string and container name
connect_str = os.getenv("AZURE_STORAGE_CONNECTION_STRING")
container_name = "my-upload-container"
local_file_name = "path/to/your/large/file.zip"
blob_name = "my-large-upload-file.zip"
def upload_large_blob(local_path, blob_service_client, container_name, blob_name):
try:
container_client = blob_service_client.get_container_client(container_name)
blob_client = container_client.get_blob_client(blob_name)
print(f"Uploading {local_path} to {blob_name}...")
with open(local_path, "rb") as data:
blob_client.upload_blob(data, overwrite=True)
print("Upload complete!")
except Exception as e:
print(f"An error occurred: {e}")
if __name__ == "__main__":
if not connect_str:
print("Please set the AZURE_STORAGE_CONNECTION_STRING environment variable.")
else:
blob_service_client = BlobServiceClient.from_connection_string(connect_str)
upload_large_blob(local_file_name, blob_service_client, container_name, blob_name)
Similar implementations are available in .NET, Java, Node.js, Go, and other languages.
AzCopy is a command-line utility designed for high-performance data transfer to and from Azure Blob Storage and File Storage. It's highly optimized for large files and supports features like resuming uploads.
Command Example:
azcopy copy "C:\path\to\your\large\file.zip" "https://.blob.core.windows.net//my-large-upload-file.zip?" --recursive=true
AzCopy automatically handles chunking and parallel uploads for optimal performance.
The Azure CLI also provides commands for interacting with Azure Storage. The az storage blob upload-batch command can be used for uploading directories, and it also handles large files efficiently.
Command Example:
az storage blob upload \
--account-name \
--container-name \
--name my-large-upload-file.zip \
--file C:\path\to\your\large\file.zip \
--auth-mode login
The CLI leverages underlying libraries that manage large file uploads.
For maximum control or integration into custom applications, you can use the Azure Storage REST API directly. This involves initiating a block blob upload, uploading blocks, and then committing the blob.
Key Operations:
This method requires manual implementation of chunking, block IDs, and managing HTTP requests.