From cd04f7dbdc4ae51d430984c164ad83d335cbc823 Mon Sep 17 00:00:00 2001
From: liangs6212 <80952198+liangs6212@users.noreply.github.com>
Date: Fri, 25 Nov 2022 15:26:35 +0800
Subject: [PATCH] Chronos: Update installation panel for inference option
 (#6742)

* first commit

* add inference button

* fix typo

* fix typo again

* fix syntax error

* try fix

* rollback

* try fix again

* add comment

* fix installation error

* rename

* try fix

* rollback

* fix error

* fix error again

* try fix
---
 .../_static/js/chronos_installation_guide.js  | 471 +++++++++++++-----
 .../source/doc/Chronos/Overview/install.md    |   5 +
 2 files changed, 352 insertions(+), 124 deletions(-)

diff --git a/docs/readthedocs/source/_static/js/chronos_installation_guide.js b/docs/readthedocs/source/_static/js/chronos_installation_guide.js
index 4b126577..eb192356 100644
--- a/docs/readthedocs/source/_static/js/chronos_installation_guide.js
+++ b/docs/readthedocs/source/_static/js/chronos_installation_guide.js
@@ -4,6 +4,7 @@ var models = ["Prophet", "ARIMA","Deep_learning_models","Machine_learning_models
 var ais = ["pytorch", "tensorflow"];
 var oss=["linux", "win"];
 var automls=["automlyes", "automlno"];
+var inferences=["inferenceyes", "inferenceno"];
 var hardwares=["singlenode", "cluster"];
 var packages=["pypi", "docker"];
 var versions=["stable", "nightly"];
@@ -14,6 +15,7 @@ var model="Deep_learning_models";
 var ai="pytorch";
 var os="linux";
 var automl="automlno";
+var inference="inferenceno";
 var hardware="singlenode";
 var package="pypi";
 var version="nightly";
@@ -25,6 +27,7 @@ function refresh_cmd(){
     reset_color(ais);
     reset_color(oss);
     reset_color(automls);
+    reset_color(inferences);
     reset_color(hardwares);
     reset_color(packages);
     reset_color(versions);
@@ -33,6 +36,7 @@ function refresh_cmd(){
     set_color(ai);
     set_color(os);
     set_color(automl);
+    set_color(inference);
     set_color(hardware);
     set_color(package);
     set_color(version);
@@ -67,6 +71,14 @@ function refresh_cmd(){
         enable(ais);
     }
 
+    if(version!="nightly"){
+        disable(inferences);
+    }
+    else{
+        enable(inferences);
+    }
+
+
     //disable other buttons in cases
     if(package=="docker"){
         disable(functionalities);
@@ -74,6 +86,7 @@ function refresh_cmd(){
         disable(ais);
         disable(versions);
         disable(oss);
+        disable(inferences);
         disable(hardwares);
         disable(automls);
         cmd="Please refer to <a href=' https://github.com/intel-analytics/BigDL/tree/main/docker/chronos-nightly'>docker installation guide.</a>";
@@ -82,157 +95,240 @@ function refresh_cmd(){
         enable(models);
         enable(versions);
         enable(oss);
+        enable(inferences);
         enable(packages);
         enable(hardwares);
         enable(automls);
-        
+
         //change cmd according to different choices
         if(model=="Deep_learning_models"){
             if(ai=="pytorch"){
-                if(automl=="automlno"){
-                    if(hardware=="singlenode"){
-                        if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos[pytorch]";
-                        }else if(version=="stable"){
+                if(inference=="inferenceno"){
+                    if(automl=="automlno"){
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[pytorch]";
+                            }else if(version=="stable"){
+                                if(os=="win"){
+                                    cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                                }
+                                else{
+                                    cmd="pip install bigdl-chronos[pytorch]";
+                                }
+                            }
+                        }else if(hardware=="cluster"){
                             if(os=="win"){
                                 cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
                             }
                             else{
-                                cmd="pip install bigdl-chronos[pytorch]";
+                                if(version=="nightly"){
+                                    cmd="pip install --pre --upgrade bigdl-chronos[pytorch,distributed]";
+                                }else if(version=="stable"){
+                                    cmd="pip install bigdl-chronos[pytorch,distributed]";
+                                }
                             }
                         }
-                    }else if(hardware=="cluster"){
-                        if(os=="win"){
-                            cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
-                        }
-                        else{
+                    }else if(automl=="automlyes"){
+                        if(hardware=="singlenode"){
                             if(version=="nightly"){
-                                cmd="pip install --pre --upgrade bigdl-chronos[pytorch,distributed]";
+                                cmd="pip install --pre --upgrade bigdl-chronos[pytorch,automl]";
                             }else if(version=="stable"){
-                                cmd="pip install bigdl-chronos[pytorch,distributed]";
+                                if(os=="win"){
+                                    cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                                }
+                                else{
+                                    cmd="pip install bigdl-chronos[pytorch,automl]";
+                                }
+                            }
+                        }else if(hardware=="cluster"){
+                            if(os=="win"){
+                                cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                            }
+                            else{
+                                if(version=="nightly"){
+                                    cmd="pip install --pre --upgrade bigdl-chronos[pytorch,distributed,automl]";
+                                }else if(version=="stable"){
+                                    cmd="pip install bigdl-chronos[pytorch,distributed,automl]";
+                                }
                             }
                         }
                     }
-                }else if(automl=="automlyes"){
-                    if(hardware=="singlenode"){
-                        if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos[pytorch,automl]";
-                        }else if(version=="stable"){
+                }else if(inference=="inferenceyes"){
+                    if(automl=="automlno"){
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[pytorch,inference]";
+                            }else if(version=="stable"){
+                                if(os=="win"){
+                                    cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                                }
+                                else{
+                                    cmd="pip install bigdl-chronos[pytorch]";
+                                }
+                            }
+                        }else if(hardware=="cluster"){
                             if(os=="win"){
                                 cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
                             }
                             else{
-                                cmd="pip install bigdl-chronos[pytorch,automl]";
+                                if(version=="nightly"){
+                                    cmd="pip install --pre --upgrade bigdl-chronos[pytorch,distributed,inference]";
+                                }else if(version=="stable"){
+                                    cmd="pip install bigdl-chronos[pytorch,distributed]";
+                                }
                             }
                         }
-                    }else if(hardware=="cluster"){
-                        if(os=="win"){
-                            cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
-                        }
-                        else{
+                    }else if(automl=="automlyes"){
+                        if(hardware=="singlenode"){
                             if(version=="nightly"){
-                                cmd="pip install --pre --upgrade bigdl-chronos[pytorch,distributed,automl]";
+                                cmd="pip install --pre --upgrade bigdl-chronos[pytorch,automl,inference]";
                             }else if(version=="stable"){
-                                cmd="pip install bigdl-chronos[pytorch,distributed,automl]";
+                                if(os=="win"){
+                                    cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                                }
+                                else{
+                                    cmd="pip install bigdl-chronos[pytorch,automl]";
+                                }
+                            }
+                        }else if(hardware=="cluster"){
+                            if(os=="win"){
+                                cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                            }
+                            else{
+                                if(version=="nightly"){
+                                    cmd="pip install --pre --upgrade bigdl-chronos[pytorch,distributed,automl,inference]";
+                                }else if(version=="stable"){
+                                    cmd="pip install bigdl-chronos[pytorch,distributed,automl,inference]";
+                                }
                             }
                         }
                     }
                 }
             }else if(ai=="tensorflow"){
-                if(automl=="automlno"){
-                    if(hardware=="singlenode"){
-                        if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos[tensorflow]";
-                        }else if(version=="stable"){
+                if(inference=="inferenceno"){
+                    if(automl=="automlno"){
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[tensorflow]";
+                            }else if(version=="stable"){
+                                if(os=="win"){
+                                    cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                                }
+                                else{
+                                    cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                }
+                            }
+                        }else if(hardware=="cluster"){
                             if(os=="win"){
                                 cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
                             }
                             else{
-                                cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                if(version=="nightly"){
+                                    cmd="pip install --pre --upgrade bigdl-chronos[tensorflow,distributed]";
+                                }else if(version=="stable"){
+                                    cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                }
                             }
                         }
-                    }else if(hardware=="cluster"){
-                        if(os=="win"){
-                            cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
-                        }
-                        else{
+                    }else if(automl=="automlyes"){
+                        if(hardware=="singlenode"){
                             if(version=="nightly"){
-                                cmd="pip install --pre --upgrade bigdl-chronos[tensorflow,distributed]";
+                                cmd="pip install --pre --upgrade bigdl-chronos[tensorflow,automl]";
                             }else if(version=="stable"){
-                                cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                if(os=="win"){
+                                    cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                                }
+                                else{
+                                    cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                }
+                            }
+                        }else if(hardware=="cluster"){
+                            if(os=="win"){
+                                cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                            }
+                            else{
+                                if(version=="nightly"){
+                                    cmd="pip install --pre --upgrade bigdl-chronos[tensorflow,distributed,automl]";
+                                }else if(version=="stable"){
+                                    cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                }
                             }
                         }
                     }
-                }else if(automl=="automlyes"){
-                    if(hardware=="singlenode"){
-                        if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos[tensorflow,automl]";
-                        }else if(version=="stable"){
+                }else if(inference=="inferenceyes"){
+                    if(automl=="automlno"){
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[tensorflow,inference]";
+                            }else if(version=="stable"){
+                                if(os=="win"){
+                                    cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                                }
+                                else{
+                                    cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                }
+                            }
+                        }else if(hardware=="cluster"){
                             if(os=="win"){
                                 cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
                             }
                             else{
-                                cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                if(version=="nightly"){
+                                    cmd="pip install --pre --upgrade bigdl-chronos[tensorflow,distributed,inference]";
+                                }else if(version=="stable"){
+                                    cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                }
                             }
                         }
-                    }else if(hardware=="cluster"){
-                        if(os=="win"){
-                            cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
-                        }
-                        else{
+                    }else if(automl=="automlyes"){
+                        if(hardware=="singlenode"){
                             if(version=="nightly"){
-                                cmd="pip install --pre --upgrade bigdl-chronos[tensorflow,distributed,automl]";
+                                cmd="pip install --pre --upgrade bigdl-chronos[tensorflow,automl,inference]";
                             }else if(version=="stable"){
-                                cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                if(os=="win"){
+                                    cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                                }
+                                else{
+                                    cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                }
+                            }
+                        }else if(hardware=="cluster"){
+                            if(os=="win"){
+                                cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                            }
+                            else{
+                                if(version=="nightly"){
+                                    cmd="pip install --pre --upgrade bigdl-chronos[tensorflow,distributed,automl,inference]";
+                                }else if(version=="stable"){
+                                    cmd="Please refer to <a href=' https://bigdl.readthedocs.io/en/v2.1.0/doc/Chronos/Overview/chronos.html#tensorflow-backend'>tensorflow installation guide.</a>";
+                                }
                             }
                         }
                     }
                 }
             }
         }else if(model=="Prophet"){
-            if(automl=="automlno"){
-                if(os=="win"){
-                    if(hardware=="singlenode"){
-                        if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos; pip install prophet==1.1.0";
-                        }else if(version=="stable"){
+            if(inference=="inferenceno"){
+                if(automl=="automlno"){
+                    if(os=="win"){
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos; pip install prophet==1.1.0";
+                            }else if(version=="stable"){
+                                cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                            }
+                        }else if(hardware=="cluster"){
                             cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
                         }
-                    }else if(hardware=="cluster"){
-                        cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
                     }
-                }
-                else{
-                    if(hardware=="singlenode"){
-                        if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos; pip install prophet==1.1.0";
-                        }else if(version=="stable"){
-                            cmd="pip install bigdl-chronos; pip install prophet==1.1.0";
-                        }
-                    }else if(hardware=="cluster"){
-                        if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install prophet==1.1.0";
-                        }else if(version=="stable"){
-                            cmd="pip install bigdl-chronos[distributed]; pip install prophet==1.1.0";
-                        }
-                    }
-                }
-            }else if(automl=="automlyes"){
-                if(os=="win"){
-                    cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
-                }
-                else{
-                    if(hardware=="singlenode"){
-                        if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install prophet==1.1.0";
-                        }else if(version=="stable"){
-                            cmd="pip install bigdl-chronos[distributed]; pip install prophet==1.1.0";
-                        }
-                    }else if(hardware=="cluster"){
-                        if(os=="win"){
-                            cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
-                        }
-                        else{
+                    else{
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos; pip install prophet==1.1.0";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos; pip install prophet==1.1.0";
+                            }
+                        }else if(hardware=="cluster"){
                             if(version=="nightly"){
                                 cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install prophet==1.1.0";
                             }else if(version=="stable"){
@@ -240,52 +336,176 @@ function refresh_cmd(){
                             }
                         }
                     }
-                }
-            }
-        }else if(model=="ARIMA"){
-            if(automl=="automlno"){
-                if(hardware=="singlenode"){
-                    if(version=="nightly"){
-                        cmd="pip install --pre --upgrade bigdl-chronos; pip install pmdarima==1.8.5";
-                    }else if(version=="stable"){
-                        if(os=="win"){
-                            cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
-                        }
-                        else{
-                            cmd="pip install bigdl-chronos; pip install pmdarima==1.8.5";
-                        }
-                    }
-                }else if(hardware=="cluster"){
+                }else if(automl=="automlyes"){
                     if(os=="win"){
                         cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
                     }
                     else{
-                        if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
-                        }else if(version=="stable"){
-                            cmd="pip install bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install prophet==1.1.0";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos[distributed]; pip install prophet==1.1.0";
+                            }
+                        }else if(hardware=="cluster"){
+                            if(os=="win"){
+                                cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                            }
+                            else{
+                                if(version=="nightly"){
+                                    cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install prophet==1.1.0";
+                                }else if(version=="stable"){
+                                    cmd="pip install bigdl-chronos[distributed]; pip install prophet==1.1.0";
+                                }
+                            }
                         }
                     }
                 }
-            }else if(automl=="automlyes"){
-                if(os=="win"){
-                    cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+            }else if(inference=="inferenceyes"){
+                if(automl=="automlno"){
+                    if(os=="win"){
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos; pip install prophet==1.1.0";
+                            }else if(version=="stable"){
+                                cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                            }
+                        }else if(hardware=="cluster"){
+                            cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                        }
+                    }
+                    else{
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos; pip install prophet==1.1.0";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos; pip install prophet==1.1.0";
+                            }
+                        }else if(hardware=="cluster"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install prophet==1.1.0";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos[distributed]; pip install prophet==1.1.0";
+                            }
+                        }
+                    }
+                }else if(automl=="automlyes"){
+                    if(os=="win"){
+                        cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                    }
+                    else{
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install prophet==1.1.0";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos[distributed]; pip install prophet==1.1.0";
+                            }
+                        }else if(hardware=="cluster"){
+                            if(os=="win"){
+                                cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                            }
+                            else{
+                                if(version=="nightly"){
+                                    cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install prophet==1.1.0";
+                                }else if(version=="stable"){
+                                    cmd="pip install bigdl-chronos[distributed]; pip install prophet==1.1.0";
+                                }
+                            }
+                        }
+                    }
                 }
-                else{
+            }
+        }else if(model=="ARIMA"){
+            if(inference=="inferenceno"){
+                if(automl=="automlno"){
                     if(hardware=="singlenode"){
                         if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            cmd="pip install --pre --upgrade bigdl-chronos; pip install pmdarima==1.8.5";
                         }else if(version=="stable"){
-                            cmd="pip install bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            if(os=="win"){
+                                cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                            }
+                            else{
+                                cmd="pip install bigdl-chronos; pip install pmdarima==1.8.5";
+                            }
                         }
                     }else if(hardware=="cluster"){
-                        if(version=="nightly"){
-                            cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
-                        }else if(version=="stable"){
-                            cmd="pip install bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                        if(os=="win"){
+                            cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                        }
+                        else{
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }
                         }
                     }
-                } 
+                }else if(automl=="automlyes"){
+                    if(os=="win"){
+                        cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                    }
+                    else{
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }
+                        }else if(hardware=="cluster"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }
+                        }
+                    } 
+                }
+            }else if(inference=="inferenceyes"){
+                if(automl=="automlno"){
+                    if(hardware=="singlenode"){
+                        if(version=="nightly"){
+                            cmd="pip install --pre --upgrade bigdl-chronos; pip install pmdarima==1.8.5";
+                        }else if(version=="stable"){
+                            if(os=="win"){
+                                cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                            }
+                            else{
+                                cmd="pip install bigdl-chronos; pip install pmdarima==1.8.5";
+                            }
+                        }
+                    }else if(hardware=="cluster"){
+                        if(os=="win"){
+                            cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                        }
+                        else{
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }
+                        }
+                    }
+                }else if(automl=="automlyes"){
+                    if(os=="win"){
+                        cmd="Not supported, please refer to <a href='https://bigdl.readthedocs.io/en/latest/doc/Chronos/Howto/windows_guide.html'>windows_guide.</a>";
+                    }
+                    else{
+                        if(hardware=="singlenode"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }
+                        }else if(hardware=="cluster"){
+                            if(version=="nightly"){
+                                cmd="pip install --pre --upgrade bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }else if(version=="stable"){
+                                cmd="pip install bigdl-chronos[distributed]; pip install pmdarima==1.8.5";
+                            }
+                        }
+                    } 
+                }
             }
         }else if(model=="Machine_learning_models"){
             if(version=="nightly"){
@@ -354,6 +574,9 @@ $(document).on('click',"button",function(){
     else if (ais.indexOf(id)>=0){
         ai=id;
     }
+    else if (inferences.indexOf(id)>=0){
+        inference=id;
+    }
     else if (oss.indexOf(id)>=0){
         os=id;
     }
diff --git a/docs/readthedocs/source/doc/Chronos/Overview/install.md b/docs/readthedocs/source/doc/Chronos/Overview/install.md
index fb09e7c7..56f742ef 100644
--- a/docs/readthedocs/source/doc/Chronos/Overview/install.md
+++ b/docs/readthedocs/source/doc/Chronos/Overview/install.md
@@ -73,6 +73,11 @@ Select your preferences in the panel below to find the proper install command. T
                             id="automlyes">Yes</button></td>
                 </tr>
 
+                <tr>
+                    <td colspan="1">Inference Optimization</td>
+                    <td colspan="2" title="No need for low-latency inference models"><button id="inferenceno">No</button></td>
+                    <td colspan="2" title="Get low-latency inference models with onnx\openvino\inc"><button id="inferenceyes">Yes</button></td>
+                </tr>
 
                 <tr>
                     <td colspan="1">Hardware</td>