juaml · fraimondo · Oct 23, 2024 · Oct 21, 2024 · Oct 21, 2024 · Oct 21, 2024
diff --git a/docs/changes/newsfragments/278.doc b/docs/changes/newsfragments/278.doc
@@ -0,0 +1 @@
+Include documentation on how to use the `joblib`_ and `joblib-htcondor`_ library to parallelize computation by `Fede Raimondo`_
diff --git a/docs/conf.py b/docs/conf.py
@@ -211,42 +211,6 @@
 
 # -- Sphinx-Gallery configuration --------------------------------------------
 
-
-class SubSectionTitleOrder:
-    """Sort example gallery by title of subsection.
-
-    Assumes README.txt exists for all subsections and uses the subsection with
-    dashes, '---', as the adornment.
-    """
-
-    def __init__(self, src_dir):
-        self.src_dir = src_dir
-        self.regex = re.compile(r"^([\w ]+)\n-", re.MULTILINE)
-
-    def __repr__(self):
-        return f"<{self.__class__.__name__}>"
-
-    def __call__(self, directory):
-        src_path = os.path.normpath(os.path.join(self.src_dir, directory))
-
-        # Forces Release Highlights to the top
-        if os.path.basename(src_path) == "release_highlights":
-            return "0"
-
-        readme = os.path.join(src_path, "README.txt")
-
-        try:
-            with open(readme) as f:
-                content = f.read()
-        except FileNotFoundError:
-            return directory
-
-        title_match = self.regex.search(content)
-        if title_match is not None:
-            return title_match.group(1)
-        return directory
-
-
 ex_dirs = [
     "00_starting",
     "01_model_comparison",
@@ -269,7 +233,6 @@ def __call__(self, directory):
     "examples_dirs": example_dirs,
     "gallery_dirs": gallery_dirs,
     "nested_sections": True,
-    "subsection_order": SubSectionTitleOrder("../examples"),
     "filename_pattern": "/(plot|run)_",
     "download_all_examples": False,
 }

diff --git a/docs/images/joblib_htcondor/condor_q.png b/docs/images/joblib_htcondor/condor_q.png
diff --git a/docs/images/joblib_htcondor/ui_main.png b/docs/images/joblib_htcondor/ui_main.png
diff --git a/docs/images/joblib_htcondor/ui_open.png b/docs/images/joblib_htcondor/ui_open.png
diff --git a/docs/images/joblib_htcondor/ui_stacked.png b/docs/images/joblib_htcondor/ui_stacked.png
diff --git a/docs/links.inc b/docs/links.inc
@@ -43,3 +43,5 @@
 .. _`scikit-optimize`: https://scikit-optimize.readthedocs.io/en/stable/
 .. _`Optuna`: https://optuna.org
 .. _`optuna_integration`: https://github.com/optuna/optuna-integration
+.. _`Joblib`: https://joblib.readthedocs.io/en/stable/
+.. _`joblib-htcondor`: https://github.com/juaml/joblib-htcondor
diff --git a/docs/selected_deeper_topics/index.rst b/docs/selected_deeper_topics/index.rst
@@ -16,3 +16,4 @@ Selected deeper topics
    cross_validation_splitter.rst
    stacked_models.rst
    CBPM.rst
+   joblib.rst
Original file line number	Diff line number	Diff line change
		@@ -0,0 +1 @@
		Include documentation on how to use the `joblib`_ and `joblib-htcondor`_ library to parallelize computation by `Fede Raimondo`_