internal async Task RetryAsync(SpannerException abortedException, CancellationToken cancellationToken, int timeoutSeconds = MAX_TIMEOUT_SECONDS)
        {
            if (!EnableInternalRetries)
            {
                throw abortedException;
            }
            DateTime?overallDeadline = _options.CalculateDeadline(_clock);
            TimeSpan retryDelay      = _options.InitialDelay;

            // If there's a recommended retry delay specified on the exception
            // we should respect it.
            retryDelay = abortedException.RecommendedRetryDelay ?? _options.Jitter(retryDelay);
            while (true)
            {
                if (RetryCount >= MaxInternalRetryCount)
                {
                    throw new SpannerException(ErrorCode.Aborted, "Transaction was aborted because it aborted and retried too many times");
                }

                DateTime expectedRetryTime = _clock.GetCurrentDateTimeUtc() + retryDelay;
                if (expectedRetryTime > overallDeadline)
                {
                    throw new SpannerException(ErrorCode.Aborted, "Transaction was aborted because it timed out while retrying");
                }
                await _scheduler.Delay(retryDelay, cancellationToken).ConfigureAwait(false);

                // TODO: Preferably the Spanner client library should have some 'reset' option on an existing
                // transaction instead of having to begin a new transaction. This will potentially use a transaction
                // on a different session, while the recommended behavior for a retry is to use the same session as
                // the original attempt.
                SpannerTransaction.Dispose();
                SpannerTransaction = await Connection.SpannerConnection.BeginTransactionAsync(cancellationToken);

                RetryCount++;
                try
                {
                    foreach (IRetriableStatement statement in _retriableStatements)
                    {
                        await statement.RetryAsync(this, cancellationToken, timeoutSeconds);
                    }
                    break;
                }
                catch (SpannerAbortedDueToConcurrentModificationException)
                {
                    // Retry failed because of a concurrent modification.
                    throw;
                }
                catch (SpannerException e) when(e.ErrorCode == ErrorCode.Aborted)
                {
                    // Ignore and retry.
                    retryDelay = e.RecommendedRetryDelay ?? _options.Jitter(_options.NextDelay(retryDelay));
                }
            }
        }
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 protected override void Dispose(bool disposing)
 {
     if (Disposed)
     {
         return;
     }
     if (disposing)
     {
         SpannerTransaction.Dispose();
     }
     Disposed = true;
     base.Dispose(disposing);
 }