From 1aa9f513cb2653631e329428ec51a7406ecda760 Mon Sep 17 00:00:00 2001
From: Thomas Pinder <tompinder@live.co.uk>
Date: Tue, 16 May 2023 20:35:01 +0100
Subject: [PATCH] Autogen code

---
 docs/contributing.md               | 14 ++++++++------
 docs/scripts/notebook_converter.py | 30 ++++++++++++++++++++++++++++++
 mkdocs.yml                         |  6 ++++--
 3 files changed, 42 insertions(+), 8 deletions(-)
 create mode 100644 docs/scripts/notebook_converter.py

diff --git a/docs/contributing.md b/docs/contributing.md
index 826a5b9b7..62a9c7f66 100644
--- a/docs/contributing.md
+++ b/docs/contributing.md
@@ -1,4 +1,6 @@
-# How can I contribute?
+# Contributing 
+
+## How can I contribute?
 
 GPJax welcomes contributions from interested individuals or groups. There are
 many ways to contribute, including:
@@ -15,13 +17,13 @@ many ways to contribute, including:
 - Extending or improving our [codebase](https://github.com/JaxGaussianProcesses/GPJax).
 
 
-# Code of conduct
+## Code of conduct
 
 As a contributor to GPJax, you can help us keep the community open and
 inclusive. Please read and follow our [Code of
 Conduct](https://github.com/JaxGaussianProcesses/GPJax/blob/master/.github/CODE_OF_CONDUCT.md).
 
-# Opening issues and getting support
+## Opening issues and getting support
 
 Please open issues on [Github Issue
 Tracker](https://github.com/JaxGaussianProcesses/GPJax/issues/new/choose). Here you can
@@ -30,7 +32,7 @@ mention
 You can ask a question or start a discussion in the [Discussion
 section](https://github.com/JaxGaussianProcesses/GPJax/discussions) on Github.
 
-# Contributing to the source code
+## Contributing to the source code
 
 Submitting code contributions to GPJax is done via a [GitHub pull
 request](https://docs.github.com/en/pull-requests/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/about-pull-requests).
@@ -47,7 +49,7 @@ you through every detail!
     Before opening a pull request we recommend you check our [pull request checklist](#pull-request-checklist).
 
 
-## Step-by-step guide:
+### Step-by-step guide:
 
 1.  Click [here](https://github.com/JaxGaussianProcesses/GPJax/fork) to Fork GPJax's
   codebase (alternatively, click the 'Fork' button towards the top right of
@@ -114,7 +116,7 @@ you through every detail!
   request' button to send your changes to the project's maintainers for
   review.
 
-## Pull request checklist
+### Pull request checklist
 
 We welcome both complete or "work in progress" pull requests. Before opening
 one, we recommended you check the following guidelines to ensure a smooth review
diff --git a/docs/scripts/notebook_converter.py b/docs/scripts/notebook_converter.py
new file mode 100644
index 000000000..6b09770d6
--- /dev/null
+++ b/docs/scripts/notebook_converter.py
@@ -0,0 +1,30 @@
+import jupytext
+from glob import glob
+import mkdocs_gen_files
+
+
+notebooks = glob("docs/examples/*.py", recursive=True)
+
+code = {}
+for notebook in notebooks:
+    if "utils" in notebook:
+        continue
+    ntbk = jupytext.read(notebook)
+    code_cells = []
+    header = ntbk["cells"][0]["source"].split("\n")[0].replace("#", "").strip()
+    for c in ntbk["cells"]:
+        if c["cell_type"] == "code":
+            code_cells.append(c["source"])
+    code[header] = "\n\n".join(code_cells)
+
+
+with mkdocs_gen_files.open("give_me_the_code.md", "w") as f:
+    print("# Give me the code", file=f)
+    for k, v in code.items():
+        print(f"## {k}", file=f)
+        print(file=f)
+        print("```python", file=f)
+        print(v, file=f)
+        print("```", file=f)
+        print(file=f)
+    mkdocs_gen_files.set_edit_path("give_me_the_code.md", "notebook_converter.py")
diff --git a/mkdocs.yml b/mkdocs.yml
index 1b477bc1a..4ffb331f0 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -29,6 +29,7 @@ nav:
     - Kernels: examples/kernels.py
     - UCI regression: examples/yacht.py
     - Pathwise Sampling for Spatial Modelling: examples/spatial.py
+  - 💻 Raw tutorial code: give_me_the_code.md
   - 📕 Reference: api/
 
 theme:
@@ -77,6 +78,7 @@ plugins:
   - gen-files:
       scripts:
         - docs/scripts/gen_pages.py  # or any other name or path
+        - docs/scripts/notebook_converter.py  # or any other name or path
   - literate-nav:
       nav_file: SUMMARY.md
   - bibtex:
@@ -86,8 +88,8 @@ plugins:
   - mkdocs-jupyter:
       execute: true
       allow_errors: false
-#     binder: true
-#     binder_service_name: "gh"
+    # binder: true
+    # binder_service_name: "gh"
 #     binder_branch: "main"
   - mkdocstrings:
       watch: