From ea768d41304eaa141accb70e1a2f005f6013bec2 Mon Sep 17 00:00:00 2001
From: Leonard Nielsen <leoniel@chalmers.se>
Date: Mon, 11 Nov 2024 10:57:28 +0000
Subject: [PATCH 1/2] adding easyconfigs: Optuna-4.0.0-foss-2024a.eb

---
 .../o/Optuna/Optuna-4.0.0-foss-2024a.eb       | 50 +++++++++++++++++++
 1 file changed, 50 insertions(+)
 create mode 100644 easybuild/easyconfigs/o/Optuna/Optuna-4.0.0-foss-2024a.eb

diff --git a/easybuild/easyconfigs/o/Optuna/Optuna-4.0.0-foss-2024a.eb b/easybuild/easyconfigs/o/Optuna/Optuna-4.0.0-foss-2024a.eb
new file mode 100644
index 000000000000..9eb3aab52554
--- /dev/null
+++ b/easybuild/easyconfigs/o/Optuna/Optuna-4.0.0-foss-2024a.eb
@@ -0,0 +1,50 @@
+easyblock = 'PythonBundle'
+
+name = 'Optuna'
+version = '4.0.0'
+
+homepage = "https://optuna.org/"
+description = """Optuna is an automatic hyperparameter optimization software framework,
+particularly designed for machine learning. It features an imperative,
+define-by-run style user API. Thanks to our define-by-run API, the code written
+with Optuna enjoys high modularity, and the user of Optuna can dynamically
+construct the search spaces for the hyperparameters."""
+
+
+toolchain = {'name': 'foss', 'version': '2024a'}
+
+dependencies = [
+    ('Python', '3.12.3'),
+    ('PyYAML', '6.0.2'),
+    ('SciPy-bundle', '2024.05'),
+    ('tqdm', '4.66.5'),
+    ('matplotlib', '3.9.2'),  # optional
+    ('plotly.py', '5.24.1'),  # optional
+    ('redis-py', '5.1.1'),  # optional
+    ('scikit-learn', '1.5.2'),  # optional
+    ('SQLAlchemy', '2.0.36'),
+]
+
+use_pip = True
+sanity_pip_check = True
+
+exts_list = [
+    ('cmaes', '0.11.1', {
+        'checksums': ['cf71fa3679814723be771f2c9edd85f465b1bc1e409e1ad6d8a9e481efcd5160'],
+    }),
+    ('colorlog', '6.9.0', {
+        'checksums': ['bfba54a1b93b94f54e1f4fe48395725a3d92fd2a4af702f6bd70946bdc0c6ac2'],
+    }),
+    ('optuna', version, {
+        'use_pip_extras': 'optional',
+        'checksums': ['844949f09e2a7353ab414e9cfd783cf0a647a65fc32a7236212ed6a37fe08973'],
+    }),
+]
+
+sanity_check_paths = {
+    'files': ['bin/optuna'],
+    'dirs': ['lib/python%(pyshortver)s/site-packages'],
+}
+sanity_check_commands = [('optuna', '--help')]
+
+moduleclass = 'tools'

From 44f88b234b5e4091190c66a67ecb8cf0ef0aa167 Mon Sep 17 00:00:00 2001
From: Leonard Nielsen <leoniel@chalmers.se>
Date: Mon, 11 Nov 2024 11:28:30 +0000
Subject: [PATCH 2/2] templated optuna python package name

---
 easybuild/easyconfigs/o/Optuna/Optuna-4.0.0-foss-2024a.eb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/easybuild/easyconfigs/o/Optuna/Optuna-4.0.0-foss-2024a.eb b/easybuild/easyconfigs/o/Optuna/Optuna-4.0.0-foss-2024a.eb
index 9eb3aab52554..f85fda01479f 100644
--- a/easybuild/easyconfigs/o/Optuna/Optuna-4.0.0-foss-2024a.eb
+++ b/easybuild/easyconfigs/o/Optuna/Optuna-4.0.0-foss-2024a.eb
@@ -35,7 +35,7 @@ exts_list = [
     ('colorlog', '6.9.0', {
         'checksums': ['bfba54a1b93b94f54e1f4fe48395725a3d92fd2a4af702f6bd70946bdc0c6ac2'],
     }),
-    ('optuna', version, {
+    ('%(namelower)s', version, {
         'use_pip_extras': 'optional',
         'checksums': ['844949f09e2a7353ab414e9cfd783cf0a647a65fc32a7236212ed6a37fe08973'],
     }),