add file size

docs/source/getting_started/deploy.rst

@@ -191,17 +191,16 @@ Deploy resources using the Cloud Formation template
 Now all your resources are ready to be used.
 
 
-.. _Handling Multiple Inputs:
-
 Handling Multiple Inputs
 -------------------------
 
-    The pipeline will process files in the input folder sequentially in the order of upload.
-    Only one file will be processed at a time. Once a file is finished be processed the
-    pipeline will start with the next file in the queue automatically.
+The pipeline will process files in the input folder sequentially in the order of upload.
+Only one file will be processed at a time. Once a file is finished be processed the
+pipeline will start with the next file in the queue automatically.
 
 .. note::
-        **Small input files:** For best performance, it is not recommended to upload many
-        small files due to the startup time overhead of SageMaker jobs. 
-        It is recommended to aggregate small inputs into larger input files.
-.. You may now go to the step :doc:`end_to_end_test` to start testing your application.
+    **Small input files:** For best performance, it is not recommended to upload many
+    small files due to the startup time overhead of SageMaker jobs. 
+    It is recommended to aggregate small inputs into larger input files.
+
+    **Handling Large Input Files:** Currently the pipeline can handle upto 100,000 events in single input file. Be mindful of the input file that is used as input.