with
context when updating hub datasets is critical for achieving rapid write performance.with
context.append()
command.with
contextwith
syntax below significantly improves performance because it only pushes updates to long-term storage after the code block inside the with
statement has been executed, or when the local cache is full. This significantly reduces the number of discreet write operations, thereby increasing the speed by up to 100X.