How to upload large file (~100mb) to Azure blob storage using Python SDK?

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I am using the latest Azure Storage SDK (azure-storage-blob-12.7.1). It works fine for smaller files but throwing exceptions for larger files > 30MB.

azure.core.exceptions.ServiceResponseError: ('Connection aborted.', timeout('The write operation timed out'))

from azure.storage.blob import BlobServiceClient, PublicAccess, BlobProperties,ContainerClient

    def upload(file):
        settings = read_settings()
        connection_string = settings['connection_string']
        container_client = ContainerClient.from_connection_string(connection_string,'backup')
        blob_client = container_client.get_blob_client(file)
        with open(file,"rb") as data:
            blob_client.upload_blob(data)
            print(f'{file} uploaded to blob storage')
    
    upload('crashes.csv')


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