Data Factory stores pipeline-run data for only 45 days. Use Azure Monitor if you want to keep that data for a longer time. With Monitor, you can route diagnostic logs for analysis to multiple different targets.
Reference:
https://docs.microsoft.com/en-us/azure/data-factory/monitor-using-azure-monitor