From 3190306e6788872f7d28708f67e3b5be9ce5d2d5 Mon Sep 17 00:00:00 2001
From: "google-labs-jules[bot]"
 <161369871+google-labs-jules[bot]@users.noreply.github.com>
Date: Wed, 22 Apr 2026 07:05:01 +0000
Subject: [PATCH] =?UTF-8?q?=E2=9A=A1=20Bolt:=20Optimize=20load=5Fframework?=
 =?UTF-8?q?=5Fregistry=20with=20cache?=
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Co-authored-by: alinelena <3306823+alinelena@users.noreply.github.com>
---
 ml_peg/app/utils/utils.py | 18 ++++++++++++++++--
 1 file changed, 16 insertions(+), 2 deletions(-)

diff --git a/ml_peg/app/utils/utils.py b/ml_peg/app/utils/utils.py
index 54b105b7d..485e0f3f8 100644
--- a/ml_peg/app/utils/utils.py
+++ b/ml_peg/app/utils/utils.py
@@ -3,6 +3,7 @@
 from __future__ import annotations
 
 from collections.abc import Mapping, MutableMapping, Sequence
+import copy
 from functools import lru_cache
 import json
 from pathlib import Path
@@ -891,9 +892,10 @@ def normalize_framework_id(framework_id: str) -> str:
     return cleaned
 
 
-def load_framework_registry() -> dict[str, FrameworkEntry]:
+@lru_cache(maxsize=1)
+def _load_framework_registry() -> dict[str, FrameworkEntry]:
     """
-    Load framework badge metadata from ``frameworks.yml``.
+    Load framework badge metadata from ``frameworks.yml`` (cached).
 
     Returns
     -------
@@ -947,6 +949,18 @@ def load_framework_registry() -> dict[str, FrameworkEntry]:
     return registry
 
 
+def load_framework_registry() -> dict[str, FrameworkEntry]:
+    """
+    Load framework badge metadata from ``frameworks.yml``.
+
+    Returns
+    -------
+    dict[str, FrameworkEntry]
+        Mapping of framework IDs to display configuration.
+    """
+    return copy.deepcopy(_load_framework_registry())
+
+
 def get_framework_config(framework_id: str) -> FrameworkEntry:
     """
     Resolve framework metadata for badge and filter rendering.