# Constants
BACKOFF_MAX_DURATION is the maximum duration to wait between retries.
BACKOFF_SCALE is the factor to increase the backoff duration each retry.
BACKOFF_SCALE_COUNT is the number of retries to increase the backoff duration.
# Interfaces
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