Apply ruff/pyupgrade rule UP033 to notebooks

UP033 Use `@functools.cache` instead of `@functools.lru_cache(maxsize=None)`

Author: DimitriPapadopoulos

notebooks/genotype_benchmark_compressors.ipynb

@@ -285,7 +285,7 @@
    },
    "outputs": [],
    "source": [
-    "@functools.lru_cache(maxsize=None)\n",
+    "@functools.cache\n",
     "def compression_ratios():\n",
     "    x = list()\n",
     "    for compression, compression_opts in compression_configs:\n",
@@ -352,7 +352,7 @@
    },
    "outputs": [],
    "source": [
-    "@functools.lru_cache(maxsize=None)\n",
+    "@functools.cache\n",
     "def compression_decompression_times(repeat=3, number=1):\n",
     "    c = list()\n",
     "    d = list()\n",