From 022d8d661caed6aca2e9f72dc54cc6c25d7eafa0 Mon Sep 17 00:00:00 2001
From: Junwei Deng <35031544+TheaperDeng@users.noreply.github.com>
Date: Thu, 17 Nov 2022 19:28:34 +0800
Subject: [PATCH] Chronos: add a how to guide to help users replay their
 forecaster with pre/post processing in production env (#6258)

* add notebook

* add updates

* rm output

* fix link

* add fix

* fix index
---
 docs/readthedocs/source/_toc.yml                              | 1 +
 .../how_to_process_data_in_production_environment.nblink      | 3 +++
 docs/readthedocs/source/doc/Chronos/Howto/index.rst           | 4 ++++
 3 files changed, 8 insertions(+)
 create mode 100644 docs/readthedocs/source/doc/Chronos/Howto/how_to_process_data_in_production_environment.nblink

diff --git a/docs/readthedocs/source/_toc.yml b/docs/readthedocs/source/_toc.yml
index e2ec4623..c9a162e9 100644
--- a/docs/readthedocs/source/_toc.yml
+++ b/docs/readthedocs/source/_toc.yml
@@ -192,6 +192,7 @@ subtrees:
                 - file: doc/Chronos/Howto/how_to_export_openvino_files
                 - file: doc/Chronos/Howto/how_to_export_torchscript_files
                 - file: doc/Chronos/Howto/how_to_preprocess_my_data
+                - file: doc/Chronos/Howto/how_to_process_data_in_production_environment
           - file: doc/Chronos/QuickStart/index
             title: "Tutorials"
             subtrees:
diff --git a/docs/readthedocs/source/doc/Chronos/Howto/how_to_process_data_in_production_environment.nblink b/docs/readthedocs/source/doc/Chronos/Howto/how_to_process_data_in_production_environment.nblink
new file mode 100644
index 00000000..50c5564c
--- /dev/null
+++ b/docs/readthedocs/source/doc/Chronos/Howto/how_to_process_data_in_production_environment.nblink
@@ -0,0 +1,3 @@
+{
+    "path": "../../../../../../python/chronos/colab-notebook/howto/how_to_process_data_in_production_environment.ipynb"
+}
\ No newline at end of file
diff --git a/docs/readthedocs/source/doc/Chronos/Howto/index.rst b/docs/readthedocs/source/doc/Chronos/Howto/index.rst
index 26b01815..cf7e43e1 100644
--- a/docs/readthedocs/source/doc/Chronos/Howto/index.rst
+++ b/docs/readthedocs/source/doc/Chronos/Howto/index.rst
@@ -23,3 +23,7 @@ Forecasting
 * `Export the OpenVINO model files to disk <how_to_export_openvino_files.html>`__
 * `Export the TorchScript model files to disk <how_to_export_torchscript_files.html>`__
 * `Preprocess my data <how_to_preprocess_my_data.html>`__
+
+Deployment
+-------------------------
+* `A whole workflow in production environment after my forecaster is developed <how_to_process_data_in_production_environment.html>`__