Unified configuration for metrics (#726)

* Show description of metrics during analysis
    * Use --include-cols Description show the Description column in analyze mode (this is hidden by default)
    * Remove tips field from analysis config

* Align metric names in analysis config and documentation

* Add unified config utils/unified_config.yaml

* Add python script utils/split_config.py to auto generate analysis configuration and documentation metrics description
   * Add test case to ensure unified config is older than auto-generated config
   * Auto generate analysis config and documentation metrics description

* Update CONTRIBUTING.md to add instructions to build documentation assets
    * Add docker image and compose file to build documentation

* Update CHANGELOG and Documentation

* Use jinja template instead of hardcoding metric tables in documentation

docs/sphinx/requirements.in

@@ -1,2 +1,3 @@
 rocm-docs-core==1.21.1
 sphinxcontrib.datatemplates==0.11.0
+sphinx-jinja==2.0.2

docs/sphinx/requirements.txt

@@ -53,7 +53,8 @@ docutils==0.21.2
     #   myst-parser
     #   pydata-sphinx-theme
     #   sphinx
-exceptiongroup==1.2.2
+    #   sphinx-jinja
+exceptiongroup==1.3.0
     # via ipython
 executing==2.2.0
     # via stack-data
@@ -87,6 +88,7 @@ jinja2==3.1.5
     # via
     #   myst-parser
     #   sphinx
+    #   sphinx-jinja
 jsonschema==4.23.0
     # via nbformat
 jsonschema-specifications==2024.10.1
@@ -215,6 +217,7 @@ sphinx==8.1.3
     #   sphinx-copybutton
     #   sphinx-design
     #   sphinx-external-toc
+    #   sphinx-jinja
     #   sphinx-notfound-page
     #   sphinxcontrib-datatemplates
     #   sphinxcontrib-runcmd
@@ -226,6 +229,8 @@ sphinx-design==0.6.1
     # via rocm-docs-core
 sphinx-external-toc==1.0.1
     # via rocm-docs-core
+sphinx-jinja==2.0.2
+    # via -r requirements.in
 sphinx-notfound-page==1.0.4
     # via rocm-docs-core
 sphinxcontrib-applehelp==2.0.0
@@ -268,6 +273,7 @@ traitlets==5.14.3
     #   nbformat
 typing-extensions==4.12.2
     # via
+    #   exceptiongroup
     #   ipython
     #   myst-nb
     #   pydata-sphinx-theme