Archive legacy pycompact.py python bindings and update documentation with historical context

build_docs.py

@@ -67,15 +67,16 @@ graph TD
     F[post.f90 / Main Driver] -->|Orchestrates calculations| C
     F -->|Parallelizes domain| G[m_openmpi.f90]
     F -->|Loads run configuration| H[m_parameters.f90]
-    I[pycompact.py / Bindings] -->|Wraps CPU calculations| C
+    I[pycompact.py / Legacy Bindings - Archived] -.->|Transitional| C
 ```
 
 ---
 
 ## Navigation Guide
 
-- **[Python API Reference](python/code_gen.md)**: Automatically parsed API and signatures for the DSL parsers, topological compiler stages, and Python wrappers.
+- **[Python API Reference](python/code_gen.md)**: Automatically parsed API and signatures for the DSL parsers, topological compiler stages, and code generation routines.
 - **[Fortran Core Reference](fortran.md)**: Standard documentation compiled by `FORD` covering tridiagonal compact solvers, math kernels, and MPI bindings.
+- **[Archived Python Bindings](archive/pycompact.md)**: Legacy bindings wrapping calculation kernels.
 
 *Generated automatically using industry-standard tools: FORD, MkDocs, and Material theme.*
 """)
@@ -109,8 +110,7 @@ The Fortran core elements have been fully documented and compiled using **FORD**
     # 3. Create Python stubs for mkdocstrings
     python_modules = [
         ("code_gen", "Code Generator (`code_gen.py`)"),
-        ("post", "Compiler Stages (`post.py`)"),
+        ("post", "Compiler Stages (`post.py`)")
-        ("pycompact", "Python Bindings (`pycompact.py`)")
     ]
     for mod_name, title in python_modules:
         stub_path = os.path.join(docs_dir, "python", f"{mod_name}.md")
@@ -119,6 +119,19 @@ The Fortran core elements have been fully documented and compiled using **FORD**
             f.write(f"""# {title}
 
 ::: {mod_name}
+""")
+
+    # Create Archived Python Bindings stub
+    os.makedirs(os.path.join(docs_dir, "archive"), exist_ok=True)
+    archive_stub_path = os.path.join(docs_dir, "archive", "pycompact.md")
+    print(f"Creating Archived Python Bindings stub: {archive_stub_path}")
+    with open(archive_stub_path, 'w', encoding='utf-8') as f:
+        f.write("""# Archived Python Bindings (`pycompact.py`)
+
+!!! warning "Archived/Legacy Component"
+    **Historical Note**: Originally, researchers manually wrote post-processing Fortran codes. To reduce this maintenance overhead, python bindings (`pycompact.py`) were introduced as a transitional wrapper. However, since the bindings did not significantly improve ease of use, we subsequently defined a custom DSL (Domain Specific Language) for describing post-processing operations and developed a compiler (`code_gen.py` & `post.py`) to generate highly optimized Fortran codes. As a result, the python bindings are now archived.
+
+::: pycompact
 """)
 
     # 4. Environment validation

docs/archive/pycompact.md

@@ -0,0 +1,6 @@
+# Archived Python Bindings (`pycompact.py`)
+
+!!! warning "Archived/Legacy Component"
+    **Historical Note**: Originally, researchers manually wrote post-processing Fortran codes. To reduce this maintenance overhead, python bindings (`pycompact.py`) were introduced as a transitional wrapper. However, since the bindings did not significantly improve ease of use, we subsequently defined a custom DSL (Domain Specific Language) for describing post-processing operations and developed a compiler (`code_gen.py` & `post.py`) to generate highly optimized Fortran codes. As a result, the python bindings are now archived.
+
+::: pycompact

docs/index.md

@@ -17,14 +17,15 @@ graph TD
     F[post.f90 / Main Driver] -->|Orchestrates calculations| C
     F -->|Parallelizes domain| G[m_openmpi.f90]
     F -->|Loads run configuration| H[m_parameters.f90]
-    I[pycompact.py / Bindings] -->|Wraps CPU calculations| C
+    I[pycompact.py / Legacy Bindings - Archived] -.->|Transitional| C
 ```
 
 ---
 
 ## Navigation Guide
 
-- **[Python API Reference](python/code_gen.md)**: Automatically parsed API and signatures for the DSL parsers, topological compiler stages, and Python wrappers.
+- **[Python API Reference](python/code_gen.md)**: Automatically parsed API and signatures for the DSL parsers, topological compiler stages, and code generation routines.
 - **[Fortran Core Reference](fortran.md)**: Standard documentation compiled by `FORD` covering tridiagonal compact solvers, math kernels, and MPI bindings.
+- **[Archived Python Bindings](archive/pycompact.md)**: Legacy bindings wrapping calculation kernels.
 
 *Generated automatically using industry-standard tools: FORD, MkDocs, and Material theme.*

docs/python/pycompact.md

@@ -1,3 +0,0 @@
-# Python Bindings (`pycompact.py`)
-
-::: pycompact

ford.md

@@ -5,7 +5,7 @@ author: Google DeepMind Team & Ignis
 version: 1.0.0
 src_dir: ./code
 output_dir: ./docs/fortran_api
-exclude: **/pycompact/**
+exclude: **/archive/**
 preprocess: true
 display: public
 ---

mkdocs.yml

@@ -28,7 +28,7 @@ plugins:
       default_handler: python
       handlers:
         python:
-          paths: [code, code/code_gen, code/pycompact]
+          paths: [code, code/code_gen, code/archive/pycompact]
           options:
             docstring_style: google
             show_source: true
@@ -40,7 +40,8 @@ nav:
   - Python API Reference:
     - Code Generator: python/code_gen.md
     - Compiler Stages: python/post.md
-    - Python Bindings: python/pycompact.md
+  - Archived Components:
+    - Python Bindings: archive/pycompact.md
   - Fortran Core Reference:
     - Modules & Procedures: fortran.md