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	diff --git a/swh/scheduler/celery_backend/config.py b/swh/scheduler/celery_backend/config.py
	--- a/swh/scheduler/celery_backend/config.py
	+++ b/swh/scheduler/celery_backend/config.py
	@@ -8,6 +8,7 @@

	from celery import Celery
	from celery.signals import setup_logging
	+from celery.utils.log import ColorFormatter
	from celery.worker.control import Panel

	from kombu import Exchange, Queue
	@@ -45,6 +46,13 @@
	root_logger = logging.getLogger('')
	root_logger.setLevel(logging.INFO)

	+ if loglevel == logging.DEBUG:
	+ color_formatter = ColorFormatter(format) if colorize else formatter
	+ console = logging.StreamHandler()
	+ console.setLevel(logging.DEBUG)
	+ console.setFormatter(color_formatter)
	+ root_logger.addHandler(console)
	+
	systemd_journal = JournalHandler()
	systemd_journal.setLevel(logging.DEBUG)
	systemd_journal.setFormatter(formatter)