From 7e709521b21a493828c1ca533a33a1e5bd9225a9 Mon Sep 17 00:00:00 2001
From: Severin Dicks <37635888+Intron7@users.noreply.github.com>
Date: Fri, 23 Feb 2024 12:25:38 +0100
Subject: [PATCH] update keywords (#127)

* update keywords

* added docs
---
 docs/release-notes/0.9.6.md                |  5 ++++
 docs/release-notes/index.md                |  3 ++
 src/rapids_singlecell/tools/_clustering.py | 32 +++++++++++-----------
 3 files changed, 24 insertions(+), 16 deletions(-)
 create mode 100644 docs/release-notes/0.9.6.md

diff --git a/docs/release-notes/0.9.6.md b/docs/release-notes/0.9.6.md
new file mode 100644
index 00000000..3dd1dca8
--- /dev/null
+++ b/docs/release-notes/0.9.6.md
@@ -0,0 +1,5 @@
+### 0.9.6 {small}`The Future`
+
+```{rubric} Bug fixes
+```
+* {func}`~rapids_singlecell.tl.louvain` and {func}`~rapids_singlecell.tl.leiden` now works with next version of scanpy  {pr}`127` {smaller}`S Dicks`
diff --git a/docs/release-notes/index.md b/docs/release-notes/index.md
index 61078ee0..a50fa582 100644
--- a/docs/release-notes/index.md
+++ b/docs/release-notes/index.md
@@ -3,6 +3,9 @@
 # Release notes
 
 ## Version 0.9.0
+```{include} /release-notes/0.9.6.md
+``````
+
 ```{include} /release-notes/0.9.5.md
 ``````
 
diff --git a/src/rapids_singlecell/tools/_clustering.py b/src/rapids_singlecell/tools/_clustering.py
index c616234f..00db19ab 100644
--- a/src/rapids_singlecell/tools/_clustering.py
+++ b/src/rapids_singlecell/tools/_clustering.py
@@ -92,10 +92,10 @@ def leiden(
     if restrict_to is not None:
         restrict_key, restrict_categories = restrict_to
         adjacency, restrict_indices = restrict_adjacency(
-            adata,
-            restrict_key,
-            restrict_categories,
-            adjacency,
+            adata=adata,
+            restrict_key=restrict_key,
+            restrict_categories=restrict_categories,
+            adjacency=adjacency,
         )
     offsets = cudf.Series(adjacency.indptr)
     indices = cudf.Series(adjacency.indices)
@@ -125,11 +125,11 @@ def leiden(
             key_added += "_R"
         groups = rename_groups(
             adata,
-            key_added,
-            restrict_key,
-            restrict_categories,
-            restrict_indices,
-            groups,
+            key_added=key_added,
+            restrict_key=restrict_key,
+            restrict_categories=restrict_categories,
+            restrict_indices=restrict_indices,
+            groups=groups,
         )
     adata.obs[key_added] = pd.Categorical(
         values=groups.astype("U"),
@@ -233,8 +233,8 @@ def louvain(
         adjacency, restrict_indices = restrict_adjacency(
             adata,
             restrict_key,
-            restrict_categories,
-            adjacency,
+            restrict_categories=restrict_categories,
+            adjacency=adjacency,
         )
 
     offsets = cudf.Series(adjacency.indptr)
@@ -275,11 +275,11 @@ def louvain(
             key_added += "_R"
         groups = rename_groups(
             adata,
-            key_added,
-            restrict_key,
-            restrict_categories,
-            restrict_indices,
-            groups,
+            key_added=key_added,
+            restrict_key=restrict_key,
+            restrict_categories=restrict_categories,
+            restrict_indices=restrict_indices,
+            groups=groups,
         )
 
     adata.obs[key_added] = pd.Categorical(