From 033d90077c7f0bad28d9687e28b72cfd27768af8 Mon Sep 17 00:00:00 2001
From: yourusername <youremail>
Date: Thu, 28 Dec 2023 23:23:17 +0800
Subject: [PATCH] Fix-python-programming-advanced

---
 .../python-programming-advanced.ipynb         | 221 ++++++------------
 1 file changed, 72 insertions(+), 149 deletions(-)

diff --git a/open-machine-learning-jupyter-book/prerequisites/python-programming-advanced.ipynb b/open-machine-learning-jupyter-book/prerequisites/python-programming-advanced.ipynb
index 1a3638fd1..05b0f75c3 100644
--- a/open-machine-learning-jupyter-book/prerequisites/python-programming-advanced.ipynb
+++ b/open-machine-learning-jupyter-book/prerequisites/python-programming-advanced.ipynb
@@ -107,7 +107,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": null,
    "id": "36014591",
    "metadata": {
     "attributes": {
@@ -117,16 +117,7 @@
      "id": ""
     }
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "You are a child!\n",
-      "You are an adult!\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "def get_age_group(age):\n",
     "    if age >= 0 and age <= 9:\n",
@@ -144,7 +135,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": null,
    "id": "31c3b613",
    "metadata": {
     "attributes": {
@@ -157,21 +148,7 @@
      "hide-input"
     ]
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "<iframe width=\"800\" height=\"500\" frameborder=\"0\" src=\"https://pythontutor.com/iframe-embed.html#code=def%20get_age_group%28age%29%3A%0A%20%20%20%20if%20age%20%3E%3D%200%20and%20age%20%3C%3D%209%3A%0A%20%20%20%20%20%20%20%20print%28%22You%20are%20a%20child!%22%29%0A%20%20%20%20elif%20age%20%3E%209%20and%20age%20%3C%3D%2018%3A%0A%20%20%20%20%20%20%20%20print%28%22You%20are%20an%20adolescent!%22%29%0A%20%20%20%20elif%20age%20%3E%2018%20and%20age%20%3C%3D%2065%3A%0A%20%20%20%20%20%20%20%20print%28%22You%20are%20an%20adult!%22%29%0A%20%20%20%20else%3A%20%23%20age%20%3E%2065%0A%20%20%20%20%20%20%20%20print%28%22Golden%20ages!%22%29%0A%0Aget_age_group%283%29%0Aget_age_group%2850%29&codeDivHeight=400&codeDivWidth=350&cumulative=false&curInstr=0&heapPrimitives=nevernest&origin=opt-frontend.js&py=3&rawInputLstJSON=%5B%5D&textReferences=false\"> </iframe>\n"
-      ],
-      "text/plain": [
-       "<IPython.core.display.HTML object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "from IPython.display import HTML\n",
     "display(HTML(\"\"\"\n",
@@ -197,7 +174,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": null,
    "id": "7a8f9150",
    "metadata": {
     "attributes": {
@@ -228,7 +205,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": null,
    "id": "d5e08dd6",
    "metadata": {
     "attributes": {
@@ -255,7 +232,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": null,
    "id": "e89b36d2",
    "metadata": {
     "attributes": {
@@ -280,7 +257,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": null,
    "id": "794426df",
    "metadata": {
     "attributes": {
@@ -310,7 +287,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": null,
    "id": "76f5393f",
    "metadata": {
     "attributes": {
@@ -320,18 +297,7 @@
      "id": ""
     }
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "2\n",
-      "3\n",
-      "5\n",
-      "7\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# find primes using a for-else construct\n",
     "for n in range(2, 10):\n",
@@ -346,7 +312,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": null,
    "id": "14e6e08d",
    "metadata": {
     "attributes": {
@@ -359,21 +325,7 @@
      "hide-input"
     ]
    },
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "<iframe width=\"800\" height=\"500\" frameborder=\"0\" src=\"https://pythontutor.com/iframe-embed.html#code=%23%20find%20primes%20using%20a%20for-else%20construct%0Afor%20n%20in%20range%282,%2010%29%3A%0A%20%20%20%20x_range%20%3D%20range%282,%20n%29%0A%20%20%20%20for%20x%20in%20x_range%3A%0A%20%20%20%20%20%20%20%20if%20n%20%25%20x%20%3D%3D%200%3A%0A%20%20%20%20%20%20%20%20%20%20%20%20break%0A%20%20%20%20else%3A%0A%20%20%20%20%20%20%20%20%23%20loop%20fell%20through%20without%20finding%20a%20factor%0A%20%20%20%20%20%20%20%20print%28n%29&codeDivHeight=400&codeDivWidth=350&cumulative=false&curInstr=30&heapPrimitives=nevernest&origin=opt-frontend.js&py=3&rawInputLstJSON=%5B%5D&textReferences=false\"> </iframe>\n"
-      ],
-      "text/plain": [
-       "<IPython.core.display.HTML object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "from IPython.display import HTML\n",
     "display(HTML(\"\"\"\n",
@@ -391,7 +343,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": null,
    "id": "4aaa9d4a",
    "metadata": {
     "attributes": {
@@ -423,7 +375,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": null,
    "id": "5e381e96",
    "metadata": {
     "attributes": {
@@ -453,7 +405,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": null,
    "id": "086272fd",
    "metadata": {
     "attributes": {
@@ -487,7 +439,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": null,
    "id": "b703861b",
    "metadata": {
     "attributes": {
@@ -523,7 +475,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": null,
    "id": "2af3dea8",
    "metadata": {
     "attributes": {
@@ -562,7 +514,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": null,
    "id": "0e087b18",
    "metadata": {
     "attributes": {
@@ -611,7 +563,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": null,
    "id": "c0a8f851",
    "metadata": {
     "attributes": {
@@ -644,7 +596,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": null,
    "id": "d50416aa",
    "metadata": {
     "attributes": {
@@ -677,7 +629,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": null,
    "id": "f05fce56",
    "metadata": {
     "attributes": {
@@ -711,7 +663,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": null,
    "id": "df8ffa8f",
    "metadata": {
     "attributes": {
@@ -751,7 +703,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": null,
    "id": "8d81d712",
    "metadata": {
     "attributes": {
@@ -795,7 +747,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 48,
+   "execution_count": null,
    "id": "e8e60c91",
    "metadata": {
     "attributes": {
@@ -844,7 +796,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": null,
    "id": "16326504",
    "metadata": {
     "attributes": {
@@ -900,7 +852,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 50,
+   "execution_count": null,
    "id": "79fafb43",
    "metadata": {
     "attributes": {
@@ -927,7 +879,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": null,
    "id": "046f84f4",
    "metadata": {
     "attributes": {
@@ -955,7 +907,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 52,
+   "execution_count": null,
    "id": "536a7942",
    "metadata": {
     "attributes": {
@@ -985,7 +937,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": null,
    "id": "05673882",
    "metadata": {
     "attributes": {
@@ -1017,7 +969,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 54,
+   "execution_count": null,
    "id": "7fc8ec99",
    "metadata": {
     "attributes": {
@@ -1049,7 +1001,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": null,
    "id": "c022ee5d",
    "metadata": {
     "attributes": {
@@ -1083,7 +1035,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 56,
+   "execution_count": null,
    "id": "08fd206b",
    "metadata": {
     "attributes": {
@@ -1140,7 +1092,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": null,
    "id": "6ad97278",
    "metadata": {
     "attributes": {
@@ -1166,7 +1118,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": null,
    "id": "7af77909",
    "metadata": {
     "attributes": {
@@ -1229,7 +1181,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1269,7 +1221,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": null,
    "id": "e9cbcbd8",
    "metadata": {
     "attributes": {
@@ -1298,7 +1250,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": null,
    "id": "4ca6b4bb",
    "metadata": {
     "attributes": {
@@ -1323,7 +1275,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": null,
    "id": "212905c0",
    "metadata": {
     "attributes": {
@@ -1357,7 +1309,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": null,
    "id": "bc6d6b24",
    "metadata": {
     "attributes": {
@@ -1445,6 +1397,10 @@
    "source": [
     "import pytest\n",
     "\n",
+    "def parrot(voltage, state='a stiff', action='voom'):\n",
+    "    # Function implementation goes here\n",
+    "    pass\n",
+    "\n",
     "# Required argument missing.\n",
     "with pytest.raises(Exception):\n",
     "    # pylint: disable=no-value-for-parameter\n",
@@ -1456,16 +1412,15 @@
     "    parrot(110, voltage=220)\n",
     "\n",
     "# Non-keyword argument after a keyword argument.\n",
-    "# Below code will result in SyntaxError as this.\n",
-    "#   Cell In[45], line 18\n",
-    "#       parrot(voltage=5.0, 'dead')\n",
-    "#   SyntaxError: positional argument follows keyword argument\n",
-    "parrot(voltage=5.0, 'dead')\n",
-    "\n",
+    "# This will result in a TypeError due to the duplicate value for 'voltage'.\n",
+    "with pytest.raises(TypeError):\n",
+    "    # pylint: disable=unexpected-keyword-arg,no-value-for-parameter\n",
+    "    parrot('dead', voltage=5.0)\n",
+    "    \n",
     "# Unknown keyword argument.\n",
     "with pytest.raises(Exception):\n",
     "    # pylint: disable=unexpected-keyword-arg,no-value-for-parameter\n",
-    "    parrot(actor='John Cleese')"
+    "    parrot(actor='John Cleese')\n"
    ]
   },
   {
@@ -2832,18 +2787,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 96,
+   "execution_count": null,
    "id": "b3399178",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Download: c:\\Users\\fuqiongying\\Desktop\\machine-learning\\open-machine-learning-jupyter-book\\prerequisites\\tmp\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# Download the required module and package for this chapter\n",
     "\n",
@@ -2914,34 +2861,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 97,
+   "execution_count": null,
    "id": "b59ddec0",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "['c:\\\\Users\\\\fuqiongying\\\\Desktop\\\\machine-learning\\\\open-machine-learning-jupyter-book\\\\prerequisites',\n",
-       " 'd:\\\\conda\\\\envs\\\\py39\\\\python39.zip',\n",
-       " 'd:\\\\conda\\\\envs\\\\py39\\\\DLLs',\n",
-       " 'd:\\\\conda\\\\envs\\\\py39\\\\lib',\n",
-       " 'd:\\\\conda\\\\envs\\\\py39',\n",
-       " '',\n",
-       " 'C:\\\\Users\\\\fuqiongying\\\\AppData\\\\Roaming\\\\Python\\\\Python39\\\\site-packages',\n",
-       " 'd:\\\\conda\\\\envs\\\\py39\\\\lib\\\\site-packages',\n",
-       " 'd:\\\\conda\\\\envs\\\\py39\\\\lib\\\\site-packages\\\\win32',\n",
-       " 'd:\\\\conda\\\\envs\\\\py39\\\\lib\\\\site-packages\\\\win32\\\\lib',\n",
-       " 'd:\\\\conda\\\\envs\\\\py39\\\\lib\\\\site-packages\\\\Pythonwin',\n",
-       " './tmp',\n",
-       " './tmp',\n",
-       " './tmp']"
-      ]
-     },
-     "execution_count": 97,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "import sys\n",
     "sys.path.append(\"./tmp\")\n",
@@ -2963,7 +2886,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 98,
+   "execution_count": null,
    "id": "c76987ad",
    "metadata": {
     "attributes": {
@@ -2988,7 +2911,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 99,
+   "execution_count": null,
    "id": "80421e47",
    "metadata": {
     "attributes": {
@@ -3016,7 +2939,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 100,
+   "execution_count": null,
    "id": "fd0da443",
    "metadata": {
     "attributes": {
@@ -3041,7 +2964,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 101,
+   "execution_count": null,
    "id": "a46147ed",
    "metadata": {
     "attributes": {
@@ -3070,7 +2993,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 102,
+   "execution_count": null,
    "id": "517494d0",
    "metadata": {
     "attributes": {
@@ -3102,7 +3025,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 104,
+   "execution_count": null,
    "id": "0325d744",
    "metadata": {
     "attributes": {
@@ -3128,7 +3051,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 105,
+   "execution_count": null,
    "id": "69956cc5",
    "metadata": {
     "attributes": {
@@ -3170,7 +3093,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 107,
+   "execution_count": null,
    "id": "8d8a43f9",
    "metadata": {
     "attributes": {
@@ -3195,7 +3118,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 108,
+   "execution_count": null,
    "id": "dcb574c4",
    "metadata": {
     "attributes": {
@@ -3221,7 +3144,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 109,
+   "execution_count": null,
    "id": "ceb0daf7",
    "metadata": {
     "attributes": {
@@ -3250,7 +3173,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 110,
+   "execution_count": null,
    "id": "805c4ab0",
    "metadata": {
     "attributes": {
@@ -3303,7 +3226,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 111,
+   "execution_count": null,
    "id": "25901ef4",
    "metadata": {
     "attributes": {
@@ -3337,7 +3260,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 112,
+   "execution_count": null,
    "id": "5ddb3b1c",
    "metadata": {
     "attributes": {
@@ -3372,7 +3295,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 113,
+   "execution_count": null,
    "id": "3caec65a",
    "metadata": {
     "attributes": {
@@ -3406,7 +3329,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 114,
+   "execution_count": null,
    "id": "1b88ed8c",
    "metadata": {
     "attributes": {
@@ -3443,7 +3366,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 115,
+   "execution_count": null,
    "id": "a0922d13",
    "metadata": {
     "attributes": {
@@ -3490,7 +3413,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 116,
+   "execution_count": null,
    "id": "4a552e29",
    "metadata": {
     "attributes": {
@@ -3528,7 +3451,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 117,
+   "execution_count": null,
    "id": "f5b206da",
    "metadata": {
     "attributes": {
@@ -3603,7 +3526,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.18"
+   "version": "3.11.4"
   }
  },
  "nbformat": 4,