akshaychitneni commented on code in PR #34840:
URL: https://github.com/apache/airflow/pull/34840#discussion_r1359945002


##########
airflow/providers/papermill/operators/papermill.py:
##########
@@ -20,14 +20,97 @@
 from typing import TYPE_CHECKING, ClassVar, Collection, Sequence
 
 import attr
+from papermill.utils import remove_args, merge_kwargs
+from pydantic import typing
+
 import papermill as pm
+from papermill.engines import NBClientEngine
+from papermill.clientwrap import PapermillNotebookClient
+from jupyter_client.manager import AsyncKernelManager
+from jupyter_client.client import KernelClient
+from traitlets import Unicode
 
 from airflow.lineage.entities import File
 from airflow.models import BaseOperator
 
 if TYPE_CHECKING:
     from airflow.utils.context import Context
 
+JUPYTER_KERNEL_SHELL_PORT = 60316
+JUPYTER_KERNEL_IOPUB_PORT = 60317
+JUPYTER_KERNEL_STDIN_PORT = 60318
+JUPYTER_KERNEL_CONTROL_PORT = 60319
+JUPYTER_KERNEL_HB_PORT = 60320
+LOCALHOST = '127.0.0.1'
+REMOTE_KERNEL_ENGINE = "remote_kernel_engine"
+
+
+class RemoteKernelManager(AsyncKernelManager):

Review Comment:
   Thanks for the recommendation. I have updated to use hook to connect to 
remote kernel.



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