diff --git a/airflow/cli/cli_parser.py b/airflow/cli/cli_parser.py
index 7fc00b9..61e8abf 100644
--- a/airflow/cli/cli_parser.py
+++ b/airflow/cli/cli_parser.py
@@ -89,7 +89,7 @@
 class Arg:
     """Class to keep information about command line argument"""
 
-    # pylint: disable=redefined-builtin,unused-argument
+    # pylint: disable=redefined-builtin,unused-argument,too-many-arguments
     def __init__(
         self,
         flags=_UNSET,
@@ -101,6 +101,7 @@
         choices=_UNSET,
         required=_UNSET,
         metavar=_UNSET,
+        dest=_UNSET,
     ):
         self.flags = flags
         self.kwargs = {}
@@ -112,7 +113,7 @@
 
             self.kwargs[k] = v
 
-    # pylint: enable=redefined-builtin,unused-argument
+    # pylint: enable=redefined-builtin,unused-argument,too-many-arguments
 
     def add_to_parser(self, parser: argparse.ArgumentParser):
         """Add this argument to an ArgumentParser"""
@@ -308,6 +309,16 @@
 # list_tasks
 ARG_TREE = Arg(("-t", "--tree"), help="Tree view", action="store_true")
 
+# tasks_run
+# This is a hidden option -- not meant for users to set or know about
+ARG_SHUT_DOWN_LOGGING = Arg(
+    ("--no-shut-down-logging",),
+    help=argparse.SUPPRESS,
+    dest="shut_down_logging",
+    action="store_false",
+    default=True,
+)
+
 # clear
 ARG_UPSTREAM = Arg(("-u", "--upstream"), help="Include upstream tasks", action="store_true")
 ARG_ONLY_FAILED = Arg(("-f", "--only-failed"), help="Only failed jobs", action="store_true")
@@ -943,6 +954,7 @@
             ARG_PICKLE,
             ARG_JOB_ID,
             ARG_INTERACTIVE,
+            ARG_SHUT_DOWN_LOGGING,
         ),
     ),
     ActionCommand(
diff --git a/airflow/cli/commands/task_command.py b/airflow/cli/commands/task_command.py
index 356f60c..b153d20 100644
--- a/airflow/cli/commands/task_command.py
+++ b/airflow/cli/commands/task_command.py
@@ -116,7 +116,12 @@
         ignore_ti_state=args.force,
         pool=args.pool,
     )
-    run_job.run()
+    try:
+        run_job.run()
+
+    finally:
+        if args.shut_down_logging:
+            logging.shutdown()
 
 
 RAW_TASK_UNSUPPORTED_OPTION = [
diff --git a/airflow/executors/celery_executor.py b/airflow/executors/celery_executor.py
index f4f3412..ad5c76e 100644
--- a/airflow/executors/celery_executor.py
+++ b/airflow/executors/celery_executor.py
@@ -106,6 +106,7 @@
         parser = get_parser()
         # [1:] - remove "airflow" from the start of the command
         args = parser.parse_args(command_to_exec[1:])
+        args.shut_down_logging = False
 
         setproctitle(f"airflow task supervisor: {command_to_exec}")
 
@@ -116,6 +117,7 @@
         ret = 1
     finally:
         Sentry.flush()
+        logging.shutdown()
         os._exit(ret)  # pylint: disable=protected-access
 
 
diff --git a/airflow/executors/local_executor.py b/airflow/executors/local_executor.py
index 4057b14..7fcba8a 100644
--- a/airflow/executors/local_executor.py
+++ b/airflow/executors/local_executor.py
@@ -22,6 +22,7 @@
     For more information on how the LocalExecutor works, take a look at the guide:
     :ref:`executor:LocalExecutor`
 """
+import logging
 import os
 import subprocess
 from abc import abstractmethod
@@ -115,6 +116,7 @@
             parser = get_parser()
             # [1:] - remove "airflow" from the start of the command
             args = parser.parse_args(command[1:])
+            args.shut_down_logging = False
 
             setproctitle(f"airflow task supervisor: {command}")
 
@@ -125,6 +127,7 @@
             self.log.error("Failed to execute task %s.", str(e))
         finally:
             Sentry.flush()
+            logging.shutdown()
             os._exit(ret)  # pylint: disable=protected-access
             raise RuntimeError('unreachable -- keep mypy happy')
 
diff --git a/airflow/task/task_runner/standard_task_runner.py b/airflow/task/task_runner/standard_task_runner.py
index 61ea43a..fee9b0d 100644
--- a/airflow/task/task_runner/standard_task_runner.py
+++ b/airflow/task/task_runner/standard_task_runner.py
@@ -16,6 +16,7 @@
 # specific language governing permissions and limitations
 # under the License.
 """Standard task runner"""
+import logging
 import os
 
 import psutil
@@ -87,6 +88,7 @@
             finally:
                 # Explicitly flush any pending exception to Sentry if enabled
                 Sentry.flush()
+                logging.shutdown()
                 os._exit(return_code)  # pylint: disable=protected-access
 
     def return_code(self, timeout=0):